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UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
___________________________________________________________________ 
Form 10-K
___________________________________________________________________ 
 (Mark One)
þ
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 2018
OR
¨
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
Commission File Number 001-33520
________________________________________________________________ 
 COMSCORE, INC.
(Exact Name of Registrant as Specified in its Charter)
Delaware
 
54-1955550
 
11950 Democracy Drive, Suite 600
Reston, Virginia 20190
 
(703) 438-2000
(State or Other Jurisdiction of
Incorporation or Organization)
 
(I.R.S. Employer
Identification Number)
 
(Address of Principal Executive Offices)
 
(Registrant’s Telephone Number, Including Area Code)
Securities registered pursuant to Section 12(b) of the Act:
Title of Each Class
 
Name of Each Exchange on Which Registered
Common Stock, par value $0.001 per share
 
NASDAQ Global Select Market

Securities registered pursuant to Section 12(g) of the Act:
None.
_________________________________________________________________________ 
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.    Yes ¨     No þ
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act.  Yes ¨  No þ
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.    Yes þ    No ¨
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).  Yes þ    No ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§229.405 of this chapter) is not contained herein, and will not be contained, to the best of registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K.  ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer”, “smaller reporting company,” and "emerging growth company" in Rule 12b-2 of the Exchange Act.
Large accelerated filer
 
þ
 
Accelerated filer
 
¨

Non-accelerated filer
 
o 
 
Smaller reporting company
 
¨

 
 
 
 
Emerging growth company
 
¨

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ¨
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).    Yes ¨    No þ
The aggregate market value of the registrant’s voting and non-voting common equity held by non-affiliates of the registrant, as of June 29, 2018, the last business day of the registrant’s most recently completed second fiscal quarter, was approximately $824.6 million (based on the closing price of the registrant’s common stock on the Nasdaq Global Select Market on that date). Solely for purposes of this disclosure, shares of the registrant’s common stock held by executive officers and directors and each person who owned 10% or more of the outstanding common stock of the registrant have been excluded in that such persons may be deemed to be affiliates. This determination of affiliate status is not necessarily a conclusive determination for other purposes.
Indicate the number of shares outstanding of each of the registrant’s classes of common stock, as of the latest practicable date: As of February 25, 2019, there were 59,466,150 shares of the registrant’s common stock outstanding.
DOCUMENTS INCORPORATED BY REFERENCE
Specified portions of the registrant’s Proxy Statement with respect to its 2019 Annual Meeting of Stockholders, to be filed with the Securities and Exchange Commission no later than 120 days following the end of the registrant’s fiscal year ended December 31, 2018, are incorporated by reference in Part III of this Annual Report on Form 10-K.
 


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COMSCORE, INC.
ANNUAL REPORT ON FORM 10-K
FOR THE PERIOD ENDED DECEMBER 31, 2018
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CAUTIONARY NOTE REGARDING FORWARD-LOOKING STATEMENTS
We may make certain statements, including in this Annual Report on Form 10-K, or 10-K, including the information contained in Item 7,“Management’s Discussion and Analysis of Financial Condition and Results of Operations” of this 10-K, and the information incorporated by reference in this 10-K, that constitute forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995 and other federal and state securities laws. Forward-looking statements are all statements other than statements of historical fact. We attempt, whenever possible, to identify these forward-looking statements by words such as may,” “will,” “should,” “could,” "might," “expect,” “plan,” “anticipate,” “believe,” “estimate,” "target," "goal," "predict,” “intend,” “potential,” “continue,” “seek” and other comparable words. Similarly, statements that describe our business strategy, goals, prospects, opportunities, outlook, objectives, plans or intentions are also forward-looking statements. These statements may relate to, but are not limited to, expectations of future operating results or financial performance, macroeconomic trends that we expect may influence our business, plans for financing or capital expenditures, expectations regarding liquidity and compliance with financing covenants, expectations regarding the introduction of new products, effects of restructuring actions, regulatory compliance and expected changes in the regulatory landscape affecting our business, internal control improvements, expected impact of litigation and regulatory proceedings, plans for growth and future operations, effects of acquisitions, divestitures and partnerships, as well as assumptions relating to the foregoing.
Forward-looking statements are inherently subject to risks and uncertainties, some of which cannot be predicted or quantified. These statements are based on expectations and assumptions as of the date of this 10-K regarding future events and business performance and involve known and unknown risks, uncertainties and other factors that may cause actual events or results to be materially different from any future events or results expressed or implied by these statements. These factors include those set forth in the following discussion and within Item 1A, “Risk Factors” of this 10-K and elsewhere within this report, and the risk factors identified in other documents that we file from time to time with the U.S. Securities and Exchange Commission, or SEC, as well as factors that cannot be predicted or quantified.
We believe that it is important to communicate our future expectations to our investors. However, there may be events in the future that we are not able to accurately predict or control and that may cause our actual results to differ materially from the expectations we describe in our forward-looking statements. You should not place undue reliance on forward-looking statements, which apply only as of the date of this 10-K. You should carefully review the risk factors described in this 10-K and in other documents that we file from time to time with the SEC. Except as required by applicable law, including the rules and regulations of the SEC, we undertake no obligation, and expressly disclaim any duty, to publicly update or revise any forward-looking statements, whether as a result of any new information, future events or otherwise. Although we believe that the expectations reflected in the forward-looking statements are reasonable as of the date of this 10-K, our statements are not guarantees of future results, levels of activity, performance, or achievements, and actual outcomes and results may differ materially from those expressed in, or implied by, any of our statements.







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EXPLANATORY NOTE
Unless the context requires otherwise, references in this 10-K to “Comscore,” “we,” “us,” the “Company” and “our” refer to comScore, Inc. and its consolidated subsidiaries. We have registered trademarks around the globe, including Unified Digital Measurement®, UDM®, vCE®, Metrix®, Essentials®, Box Office Essentials®, OnDemand Essentials®, OnDemand Everywhere®, and TV Essentials®. This 10-K also contains additional trademarks and trade names of our Company and our subsidiaries.  We file and maintain trademark protection for our products and services.  All trademarks and trade names appearing in this 10-K are the property of their respective holders.
Certain Information Included in this 10-K
This 10-K includes selected consolidated financial data as of, and for the year ended, December 31, 2015. This data has been derived from our audited Consolidated Financial Statements, which were adjusted from the unaudited information previously furnished in our Current Report on Form 8-K on February 17, 2016. This 10-K also includes selected consolidated financial data as of, and for the year ended, December 31, 2014, which has been derived from our unaudited Consolidated Financial Statements, which were prepared on the same basis as our audited financial statements and reflect adjustments to our previously filed Consolidated Financial Statements. Item 6, "Selected Financial Data" of our Annual Report on Form 10-K for the year ended December 31, 2017 (the "2017 10-K") sets forth information regarding the applicable adjustments or restatements of our financial results for 2015 and 2014. Footnote 1, Organization, of the Notes to Consolidated Financial Statements contained in the 2017 10-K sets forth information regarding the applicable adjustments and restatement of our stockholders' equity as of January 1, 2015.
We have not filed and do not intend to file amendments to any of our previously filed Annual Reports on Form 10-K or Quarterly Reports on Form 10-Q for the periods affected by the restatements of our Consolidated Financial Statements. Accordingly, as disclosed in our Current Reports on Form 8-K filed September 15, 2016 and November 23, 2016, the Company's (i) previously issued, unaudited quarterly and year-to-date Consolidated Financial Statements for the quarters ended March 31, June 30 and September 30, 2015 filed on Quarterly Reports on Form 10-Q on May 5, August 7, and November 6, 2015, respectively, (ii) previously issued, audited Consolidated Financial Statements for the years ended December 31, 2014 and 2013 filed on Annual Reports on Form 10-K on February 20, 2015 and February 18, 2014, respectively (including the interim periods within those years) and (iii) preliminary unaudited Consolidated Financial Statements for the quarter and year ended December 31, 2015 included as an exhibit to our Current Report on Form 8-K furnished on February 17, 2016, should no longer be relied upon, nor should any related reports of our independent registered public accounting firm be relied upon. Investors should rely only on the financial information and other disclosures, including the adjusted or restated financial information, included in the 2017 10-K and subsequent filings, as applicable, and should not rely on any previously furnished or filed reports, earnings releases, guidance, investor presentations, or similar communications, including regarding the Company's customer count and validated Campaign Essentials (or vCE) products, regarding these periods.
Background of Audit Committee Investigation and Subsequent Management Review
In February 2016, the Audit Committee ("Audit Committee") of the Comscore Board of Directors ("Board") commenced an internal investigation, with the assistance of outside advisors, into matters related to the Company's revenue recognition practices, disclosures, internal controls, corporate culture and certain employment practices. As a result of the issues identified in the investigation and management's subsequent review, on September 12, 2016, the Audit Committee concluded that the Company could no longer support the prior accounting for non-monetary contracts recorded by the Company during 2013, 2014 and 2015. As a result, the Company concluded that the Consolidated Financial Statements and related financial information contained in the previously filed or furnished reports listed above should no longer be relied upon.
On November 23, 2016, in a Current Report on Form 8-K, the Company reported that the Audit Committee's investigation was complete and had concluded that, as a result of certain instances of misconduct and errors in accounting determinations, adjustments to the Company's accounting for certain non-monetary and monetary transactions were required. As a result of the Audit Committee's conclusions and observations, the Company began a process of reviewing substantially all of its accounting policies, significant accounting transactions, related party transactions, and other financial, internal control and disclosure matters. In addition to the above-referenced adjustments related to revenue and expenses associated with non-monetary transactions, we also concluded that the accounting treatment for certain monetary transactions, certain business and asset acquisitions, our deferred tax assets and other accounting matters required adjustments. The Audit Committee's investigation and this review also identified various material weaknesses in internal control, including in our entity level controls and in certain accounting practices, all as described under Item 9A, "Controls and Procedures," in the 2017 10-K. For further information regarding the specific adjustments resulting from the investigation and subsequent management review, refer to Item 6, "Selected Financial Data," in the 2017 10-K.


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PART I

ITEM 1.
BUSINESS
Overview
We are a global information and analytics company that measures consumer audiences and advertising across media platforms. We create our products using a global data platform that combines information about content and advertising consumption on digital platforms (smartphones, tablets and computers), television ("TV") and movie screens with demographics and other descriptive information. We have developed proprietary data science that enables measurement of person-level and household-level audiences, removing duplicated viewing across devices and over time. This combination of data and methods helps companies across the media ecosystem better understand and monetize their audiences and develop marketing plans and products to more efficiently and effectively reach those audiences. Our ability to unify behavioral and other descriptive data enables us to provide accredited audience ratings, advertising verification, and granular consumer segments that describe hundreds of millions of consumers. Our customers include buyers and sellers of advertising including digital publishers, television networks, content owners, advertisers, agencies and technology providers.
The platforms we measure include televisions, smartphones, computers, tablets, over-the-top ("OTT") devices and movie theaters. The information we analyze crosses geographies, types of content and activities, including websites, mobile applications ("apps"), video games, television and movie programming, electronic commerce ("e-commerce") and advertising.
We are a Delaware corporation headquartered in Reston, Virginia with principal offices located at 11950 Democracy Drive, Suite 600, Reston, VA 20190. Our telephone number is 703-438-2000.
Key Developments in 2018
Leadership Changes
On April 23, 2018, we announced the appointment of Bryan J. Wiener as our Chief Executive Officer ("CEO"), effective May 30, 2018. Upon the effective date of the CEO appointment, our President and Executive Vice Chairman William Livek stepped down as President and assumed the role of Vice Chairman and special advisor to the CEO. On September 5, 2018, we announced the appointment of Sarah Hofstetter as President, effective October 4, 2018.
Relisting on NASDAQ
On May 30, 2018, The Nasdaq Stock Market LLC approved our application for relisting on The Nasdaq Global Select Market ("Nasdaq") and the Company's common stock, par value $0.001 per share ("Common Stock") began trading on Nasdaq effective June 1, 2018.
2018 Convertible Notes Financing
In January 2018, we entered into certain agreements with funds affiliated with or managed by Starboard Value LP ("Starboard") pursuant to which we (i) issued $150.0 million in senior secured convertible notes to Starboard in exchange for $85.0 million in cash and 2,600,000 shares of Common Stock, (ii) granted Starboard the option to acquire up to an additional $50.0 million of convertible notes, (iii) agreed to grant Starboard warrants to purchase 250,000 shares of Common Stock and (iv) have the right to conduct a rights offering, open to all our stockholders, for up to an additional $150.0 million in convertible notes. On May 17, 2018, Starboard exercised its option to purchase an additional $50.0 million of convertible notes in exchange for $15.0 million in cash and 1,400,000 shares of Common Stock. In August and November 2018, we issued an aggregate of $4.0 million in convertible notes to Starboard, bringing the total principal balance of convertible notes held by Starboard as of December 31, 2018 to $204.0 million.
The convertible notes contain certain affirmative and restrictive covenants with which we must comply, including (i) covenants with respect to limitations on additional indebtedness, (ii) limitations on liens, (iii) limitations on certain payments, (iv) maintenance of certain minimum cash balances and (v) the timely filing of certain disclosures with the SEC.
For additional information about the terms of the convertible notes, refer to Footnote 5, Long-term Debt. For additional information about our relationship with Starboard, refer to Footnote 16, Related Party Transactions.
Background and Market
We were founded in 1999 on the belief that digital technology would transform the interactions between people, media and brands in ways that would generate substantial demand for data and analytics about that interaction. The growing adoption of digital

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technologies also allowed measurement of the behavior of consumers' online activities. Based on this vision, we built a global opt-in panel of over two million individuals that provided insight into online activities. In 2002, we acquired Media Metrix, an internet ratings brand with its own panel of consumers. Anticipating that mobile would become a key digital platform in the future, we acquired mobile measurement specialist M:Metrics in 2008. In 2009, we introduced our proprietary Unified Digital Measurement ("UDM") methodology, which allowed us to unite consumer panel data with census-level data from tags that we implemented on websites and their content and, later from software development kits on mobile apps.
To expand our global presence in Latin America and Europe, respectively, we acquired Certifica in 2009 and NedStat in 2010. To enhance our product offerings and expand our presence in certain markets, we acquired ARS in 2010, M.Labs, LLC in 2014, Proximic, Inc. in 2015, and Compete, Inc. ("Compete") in 2016. As consumer media consumption and the availability of television and video programming expanded across a myriad of consumer devices, the ability to measure this dynamic cross-platform world became more important for buyers and sellers of advertising. In response, we partnered with ESPN and Arbitron to pioneer a cross-platform measurement solution, and in 2015 launched Xmedia, a syndicated cross-platform measurement product. Arbitron was later acquired by Nielsen Holdings N.V. ("Nielsen"), and we continue to have access to legacy Arbitron data through a 2013 license agreement with Nielsen. This cross-platform measurement strategy led to our 2015 strategic alliance with WPP plc (together with its affiliates, "WPP"), one of the largest communications services businesses in the world, and the 2016 merger with Rentrak Corporation ("Rentrak"), a global media measurement and advanced consumer targeting company serving the entertainment, television, video and advertising industries. Following the Rentrak merger, we now have access to millions of television and video on demand ("VOD") screens and the ability to measure box office results from movie screens across the world. We also have an opt-in Total Home Panel, which enables measurement of household devices that use a home’s internet connection, whether traditional mobile and computer devices, streaming media devices, gaming consoles or Internet of Things ("IOT") devices, which may include devices such as smart speakers, thermostats, and appliances.
Our Approach to Media Measurement
Our approach to measuring media consumption addresses the ubiquitous nature of media content and the fragmentation caused by the variety of platforms and technologies used to access such content. We believe this fragmentation presents major challenges to using legacy measurement systems that are comprised of relatively small panels of cooperating consumers or limited to specific media platforms. Our products and services are built on measurement and analytic capabilities comprised of broad-based data collection, proprietary databases, internally developed software and a computational infrastructure to measure, analyze and report on digital, television and movie activity at the level of granularity that we believe the media and advertising industries need. We have more than 100 patents covering various aspects of our data collection and data processing systems.
Data Collection
The following collection methods illustrate our extensive data sourcing:
We collect data from proprietary consumer panels that measure the use of computers, tablets and smartphones that access the internet. These panelists have agreed to install our passive metering software on their devices, home network or both.
We collect data from our near-census digital network whereby content publishers implement our software code (referred to as "tagging") on their websites, in mobile applications and video players to provide us usage information.
We license certain demographic and behavioral mobile and panel data from third-party data providers.
We obtain U.S. television viewership information from satellite, telecommunications and cable operators covering millions of television and VOD screens.
We measure gross receipts and attendance information from movie screens across the world.
We integrate our digital and television viewership information with other third-party datasets that include consumer demographic characteristics, attitudes, lifestyles and purchase behavior.
We integrate many of our services with ad serving platforms.
We utilize knowledgeable in-house industry analysts that span verticals such as pharmaceuticals, media, finance, consumer packaged goods and political information to add value to our data.
We have created an opt-in Total Home Panel which can capture data that run through a home’s internet connection. This expands our intelligence to include such activity as game console and IOT device usage.
Data Science and Management
The ability to integrate, manage and transform massive amounts of data is core to our company. We continue to invest in technologies to enable large-scale measurement with protection of consumer privacy and attractive economics. Our systems contain multiple redundancies and advanced distributed processing technologies. We have created innovations such as:
Our UDM methodology, which allows us to combine person-centric panel data with website server data. We believe this gives our customers greater accuracy, granularity and relevance in audience measurement.

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An ability to de-duplicate audiences across platforms, which is based on direct observations within our consumer panel and census data combined with proprietary data science. This de-duplication allows us to measure the reach and frequency of advertising and content exposure across platforms and over time.
An ability to validate advertising delivery and detect fraud through our Invalid Traffic and Sophisticated Invalid Traffic filtration methods. These methods have been accredited by the Media Rating Council, which provides our customers with added assurances of validity and reliability.
An ability to capture the full content of a website or app session, which allows us to measure activity beyond page views such as purchase transactions, application submissions and product configurations.
An ability to intelligently categorize massive amounts of web content, which allows us to inform targeted and brand-safe advertising.
Product Delivery
We deliver our products and services through diverse methods to meet the needs of our customers. These include Software-as-a-Service delivery platforms, application programming interface and other data feeds that integrate directly with customer systems, and integrations with advertising technology providers such as data management platforms and demand-side platforms that enable data management, ad management and programmatic ad trading.
Our Products and Services
Our products and services help our customers measure audiences and consumer behavior across media platforms, while offering validation of advertising delivery and its effectiveness. Our customers include:
Local and national television broadcasters and content owners;
Network operators including cable companies, mobile operators and internet service providers;
Digital content publishers and internet technology companies;
Advertising agencies;
Movie studios;
Hardware device and component manufacturers;
Financial service companies, including buy and sell-side investment firms, consumer banks and credit card issuers;
Manufacturers and retailers of consumer products such as consumer packaged goods, pharmaceuticals, automotive and electronics; and
Political campaigns and related organizations.
Our products and services are organized around three solution groups that address customer needs:
Ratings and Planning products and services that provide measurement of the behavior and characteristics of audiences of content and advertising across television and digital platforms including computers, tablets, smartphones, and other connected devices;
Analytics and Optimization products and services that include activation, lift and survey-based analytics products; and
Movies Reporting and Analytics products and services that measure movie viewership and box office results by capturing movie ticket sales in real time or near real time and include box office analytics, trend analysis and insights for movie studios and movie theater operators worldwide.
We categorize our revenue along these three solution groups; however, our shared cost structure is defined and tracked by function and not by our solution groups. These shared costs include employee costs, operational overhead, data centers and our technology that supports our product offerings.
For a discussion of our change to these three solution groups (from our previous four offerings) during 2018, refer to Item 2, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Quarterly Report on Form 10-Q for the period ended September 30, 2018.

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Ratings and Planning products and services are designed to help customers find the most relevant viewing audience, whether that viewing is linear, time shifted/recorded, online or on-demand. These products and services include:
Media Metrix and Mobile Metrix, which measure websites and apps on computers, smartphones and tablets across dozens of countries, are leading currencies for online media planning and enable customers to analyze audience size, reach, engagement, demographics and other characteristics. Publishers use Media Metrix and Mobile Metrix to demonstrate the value of their audiences and understand market dynamics, and advertisers and their agencies use Media and Mobile Metrix to plan and execute effective marketing and content campaigns. These products also provide competitive intelligence such as cross-site visiting patterns, traffic source/loss reporting and local market trends.
Video Metrix, which delivers unduplicated measurement of digital video consumption across computer, smartphone, tablet and OTT devices and provides TV-comparable reach and engagement metrics, as well as audience demographics.
Plan Metrix, which provides an understanding of consumer lifestyle, buying and other consumption habits, online and offline, by integrating attitudes and interests with online behavior and provides customers with insight into patterns and trends needed to develop and execute advertising and marketing campaigns.
validated Campaign Essentials ("vCE"), which validates whether digital ad impressions are visible to humans, identifies those that are fraudulent (e.g., delivered to automated bots or requested by malware), and verifies that ads are shown in brand safe content and delivered to the right audience targets. Advertisers and their agencies use vCE as the basis for negotiating and evaluating campaign performance against their contracts with, and payments to, digital publishers for ad campaigns.
Campaign Ratings, which expands upon vCE’s verification of mobile and desktop campaigns with the addition of advertising delivered via OTT and TV and provides unduplicated reporting that enables ad buyers and sellers to negotiate and evaluate campaigns across media platforms.
TV Essentials, which combines TV viewing information with marketing segmentation and consumer databases for enhanced audience intelligence. TV Essentials data is also used in analytical applications to help customers better understand the performance of network advertising campaigns.
StationView Essentials, which allows customers to better understand consumer viewing patterns and characteristics across local TV stations and cable channels in their market(s) to promote viewership of a particular station and negotiate inventory pricing based on the size, value and relevance of the audience.
OnDemand Essentials, which provides multichannel video programming distributors and content providers with transactional tracking and reporting based on millions of television screens and incorporates our advanced audience descriptor, enabling our customers to plan advertising campaigns that more precisely target consumers watching on-demand video content.
Cross-Platform Suite, including XMedia and Extended TV (currently in development), which provides the integration of person-level linear TV viewership with digital audience data and enables the creation of cross-platform media plans based on an analysis of de-duplicated reach, engagement and audience overlap across TV and digital platforms using a self-service tool. Customers can simulate cross-platform media planning and share scenarios, understand incremental reach and frequency that digital provides compared to that of linear TV media buys, and simulate various media-mix scenarios to better understand the optimal mix.
Analytics and Optimization products and services provide end-to-end solutions for planning, optimization and evaluation of advertising campaigns and brand protection. These products are primarily a part of customized data services. These products and services include:
Comscore Marketing Solutions, which provide analytics that integrate online visitation and advertising data, TV viewing, purchase transactions, attitudinal research and other Comscore information assets. These custom deliverables are designed to meet client needs in specific industries such as automotive, financial services, media, retail, travel, telecommunications and technology. Applications include path-to-purchase analyses, competitive benchmarking, and market segmentation studies.
Lift Models, which measure the impact of advertising on a brand across multiple behavioral and attitudinal dimensions such as brand awareness, purchase intent, online visitation, online and offline purchase behavior and retail store visitation, enabling customers to fine tune campaign strategy and execution.
Branded Entertainment Analytics, which measure the impact and value of brand integrations into content such as TV programs.
Survey analytics, which measure various types of consumer insights including brand health metrics.
Activation Solutions, which use Comscore-collected data about media characteristics and consumption to help our clients enhance their customer interactions, enable clients to ensure that their advertisements appear only in brand-safe, relevant environments, or enrich client databases for use in advanced analytic and media planning applications.

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Movies Reporting and Analytics products and services measure movie viewership and box office results by capturing movie ticket sales in real time or near real time and include box office analytics, trend analysis and insights for movie studios and movie theater operators worldwide. These products and services include:
Box Office Essentials, which provides detailed measurement of domestic and international theatrical gross receipts and attendance, with movie-specific information across the globe.
Box Office Analytics, which provides release-date optimization using predictive analytics to estimate the gross revenue potential for future films, long-lead measurement to help gauge the health of a movie’s marketing campaign before theatrical release, and post-release reports of audience demographics and the aspects of each movie that trigger interest and attendance.
Swift, which is an electronic box office reporting system that facilitates the flow of reconciled theater-level ticket transactions.
Hollywood Software, which provides movie theater distributors and exhibitors with software and infrastructure to manage and control end-to-end processes and equipment for digital cinema exhibition and enables customers to plan releases, program theater screens, and manage payments across multiple theaters.
Research and Development
Our research and development activities span our business of media and cross-platform measurement, encompassing data collection, data science, analytical application development and product delivery. We continue to focus on expanding our coverage and scale, precision and granularity across diverse types of media, devices and geographies using our census, panel and other data assets.
Examples of our research and development initiatives include:
Enhancing our recruiting methods and software applications;
Developing new technologies to manage, stage and deliver cross-platform data and analytics through traditional web-based user interfaces and via integration with customer systems;
Creating new methodologies to measure person-level TV and digital consumption at scale and across platforms; and
Continuing to develop expertise in combining our data assets with those of partner companies, which allows us to enhance existing services and create new audience rating products and insight into audience behavior.
Intellectual Property
Our intellectual property assets are important to protect our business. We protect our innovations and products with numerous patents, trademarks, copyrights, trade secrets, and other intellectual property. In particular, we file for, and seek to acquire patent rights for our innovations and we continue to seek to enhance our patent portfolio through targeted and strategic patent filings and licensing opportunities. We believe that we own the material trademarks used in connection with the marketing, distribution and sale of our products, both domestically and internationally. We will continue to pursue intellectual property opportunities in areas and technologies that we deem to be strategic and appropriate for our business.
Patents
Our patents extend across our data capture and processing techniques and include the following:
Data Collection - metering such as biometrics and audio fingerprinting, tagging such as video viewability, browser optimization, IP obfuscation and TV-off measurement methodology.
Data Processing - traffic and content categorization, demographic attribution, ad effectiveness measurement, data overlap and fusion, invalid traffic detection, data weighting, projection and processing of return path data.
Trademarks
We file and maintain trademark protection for our products and services. We rely on trademarks and service marks to protect our intellectual property assets and believe these are important to our marketing efforts and the competitive value of our products and services. We have registered trademarks around the globe, including Unified Digital Measurement®, UDM®, vCE®, Metrix®, Essentials®, Box Office Essentials®, OnDemand Essentials®, OnDemand Everywhere®, and TV Essentials®. This 10-K also contains additional trademarks and trade names of our Company and our subsidiaries. All trademarks and trade names appearing in this 10-K are the property of their respective holders.

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Licenses
We license data from third-party providers across the media platforms that we measure. Our licenses include a 2013 agreement with Nielsen to license certain Arbitron data used in our cross-platform solutions, as well as licenses with satellite, telecommunications and cable operators covering television and VOD viewership data, third-party scheduling datasets and data matching partners, and agreements with providers of demographic and behavioral mobile and panel data. See "Our Approach to Media Measurement - Data Collection" above for a discussion of our data sourcing.
Competition
The market for audience and advertising measurement products is highly competitive and is evolving rapidly. We compete primarily with other providers of media intelligence and related analytical products and services. We also compete with providers of marketing services and solutions, with full-service survey providers and with internal solutions developed by customers and potential customers. Our principal competitors include:
Full service market research firms, including Nielsen, Ipsos and GfK;
Companies that provide audience ratings for TV, radio and other media that have extended or may extend their current services, particularly in certain international markets, to the measurement of digital media, including Nielsen Audio (formerly Arbitron) and TiVo Corporation;
Online advertising companies that provide measurement of online ad effectiveness and ad delivery used for billing purposes, including Nielsen, Google and Facebook;
Companies that provide digital advertising technology point solutions, including DoubleVerify, Integral Ad Science, Moat (owned by Oracle), and WhiteOps;
Companies that provide audience measurement and competitive intelligence across digital platforms, including Nielsen, SimilarWeb, and App Annie;
Analytical services companies that provide customers with detailed information about behavior on their own websites, including Adobe Analytics, IBM Digital Analytics and WebTrends Inc.;
Companies that report Smart TV data such as Vizio, Alphonso, VideoAmp and Samba TV; and
Companies that provide consumers with TV and digital services such as AT&T and Comcast.
We compete based on the following principal factors:
The ability to provide accurate measurement of digital audiences across multiple digital platforms;
The ability to provide TV audience measurement based on near-census data that increases accuracy and reduces variability;
The ability to provide de-duplicated audience measurement across platforms;
The ability to provide actual, accurate and reliable data regarding audience behavior and activity in a timely manner, including the ability to maintain large and statistically representative panels;
The ability to provide reliable and objective third-party data that, as needed, is able to receive industry-accepted accreditation;
The ability to adapt product offerings to emerging digital media technologies and standards;
The breadth and depth of products and their flexibility and ease of use;
The availability of data across various industry verticals and geographic areas and expertise across these verticals and in these geographic areas; and
The ability to offer products that meet the changing needs of customers.
We believe we compete favorably on these factors and that our vision and investments in the future of media measurement across platforms will deliver products and services that our customers will continue to trust and value.
Government Regulation and Privacy
U.S. and international data security and privacy laws apply to our various businesses. We have programs in place to detect, contain and respond to data security incidents; however, increasing technology risks or unauthorized users who successfully breach our network security could misappropriate or misuse our proprietary information or cause interruptions in our services. Many countries have data protection laws with different requirements than those in the U.S. and this may result in inconsistent requirements and differing interpretations across jurisdictions. Governments, privacy advocates and class action attorneys are increasingly scrutinizing how companies collect, process, use, store, share and transmit personal data. New laws such as the California Consumer Privacy Act ("CCPA"), Brazil's General Data Protection Law ("LGPD") and the General Data Protection Regulation ("GDPR") in Europe and industry self-regulatory codes have been enacted, and more are being considered that will affect our ability (and our customers’ ability) to reach current and prospective customers, to respond to individual customer requests under the laws, and

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to implement our business models effectively. Both the CCPA and LGPD will come into effect in 2020. Similarly, the ePrivacy Regulation, which focuses on certain uses of electronic technologies, is expected to be adopted. The GDPR took effect in May 2018 and includes additional requirements regarding the collection and handling of individuals’ personal data. Failure to meet the GDPR requirements, or privacy requirements in other jurisdictions, could result in substantial penalties.
We participate in the EU-U.S. Privacy Shield Framework and the Swiss-U.S. Privacy Shield Framework as set forth by the U.S. Department of Commerce regarding the collection, use, and retention of personal information transferred from the European Economic Area and Switzerland to the U.S.  We also monitor actions by the Federal Communications Commission and the Federal Trade Commission, including regulatory developments affecting Internet Service Providers.
Where we receive data from third-party service providers, our contracts with such providers obligate them to meet privacy and data security standards set forth therein, including a requirement to obtain appropriate consent or provide another appropriate legal basis for collection. Our policies and protocols are designed to be consistent with the American Institute of Certified Public Accountants, Inc. ("AICPA") and the Canadian Institute of Chartered Accountants ("CICA") Trust Service Principles criteria for online privacy.
Employees
As of January 31, 2019, we had approximately 1,800 employees. We believe our employee relations are good. Our employees are not represented by labor unions outside of those few countries where union representation is a mandatory practice for doing business.
Locations and Geographic Areas
We are located around the globe with employees in 21 countries. Our primary geographic market is the United States, followed by Europe, Latin America, Canada and Asia. For information with respect to our geographic markets, refer to Footnote 15, Geographic Information, of the Notes to Consolidated Financial Statements.
Executive Officers and Directors
Executive Officers and Executive Director
Bryan J. Wiener has served as our Chief Executive Officer since May 2018 and as a director since October 2017. He served as Executive Chairman of 360i, a digitally led advertising agency, from 2014 to 2018 and previously served as CEO from 2005 to 2013. From 2014 through 2015, Mr. Wiener concurrently served as chairman of Expion, a social content marketing software company. Prior to that, he was Co-CEO of Innovation Interactive, the privately held parent company of 360i and digital media SaaS provider IgnitionOne, from 2004 until it was acquired by Dentsu in 2010. Mr. Wiener holds an M.B.A. from the Stern School of Business at NYU and a B.A. from Syracuse University.
Carol DiBattiste has served as our General Counsel & Chief Privacy and People Officer since January 2017 and as our Chief Compliance Officer since April 2017. Ms. DiBattiste previously held positions at the U.S. Department of Veterans Affairs with the Board of Veterans’ Appeals as Executive in Charge and Vice Chairman from August 2016 to January 2017, and Senior Advisor for Appeals Modernization, Office of the Secretary, from May 2016 to August 2016. Prior to that, Ms. DiBattiste served as Executive Vice President, Chief Legal, Privacy, Security, and Administrative Officer of Education Management Corporation, an operator of for-profit post-secondary educational institutions, from March 2013 through March 2016. She also served as Executive Vice President, General Counsel and Chief Administrative Officer of Geeknet, Inc., an online retailer, from April 2011 through March 2013. Ms. DiBattiste holds an L.L.M., Law from the Columbia University School of Law, a J.D. from Temple University School of Law, and a B.A., Sociology-Criminal Justice from LaSalle University.
Gregory A. Fink has served as our Chief Financial Officer and Treasurer since October 2017 and previously served as our Executive Vice President, Finance since joining the Company earlier in October 2017. Prior to joining the Company, Mr. Fink was the Senior Vice President, Controller and Chief Accounting Officer at Fannie Mae, a government-sponsored enterprise in the mortgage industry, since 2011. Mr. Fink holds a B.S. in Business Administration with an accounting emphasis from San Diego State University and is a Certified Public Accountant.
Daniel Hess has served as our Chief Product Officer since January 2018. Mr. Hess previously served as our Executive Vice President, Products from September 2016 to December 2017. Prior to joining the Company, Mr. Hess served as an investor in and advisor to start-ups in digital media and marketing, software service and e-commerce. Previously, Mr. Hess served as Chief Corporate Development Officer of Rewards Network, a loyalty marketing and financial services company, from January 2014 to December 2014. Prior to that, Mr. Hess was Chief Executive Officer, Director and Co-Founder of Local Offer Network, Inc., a technology and marketing services company, from January 2010 to October 2013. Mr. Hess holds a B.A., Psychology from the University of Rochester.

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Sarah Hofstetter has served as our President since October 2018. She previously served as Chairwoman of 360i, a digitally led advertising agency, from May 2018 to October 2018 and as Chief Executive Officer of 360i from October 2013 to April 2018. She concurrently served as a director of the American Association of Advertising Agencies. Before becoming CEO of 360i, Ms. Hofstetter was that company’s President (2010 to 2013) and Senior Vice President of Brand Strategy & Emerging Media (2006 to 2010). Ms. Hofstetter holds a B.A. from Queens College, City University of New York.
Joseph Rostock has served as our Chief Information Officer since September 2017, and as our Chief Information and Technology Officer since January 2018. Mr. Rostock is also the Principal and Founder of AllosLogic, an advisory and executive management services provider founded in 2017. Prior to joining the Company, Mr. Rostock served as Chief Technology Officer of Inovalon, Inc., a cloud-based analytics platform provider, from 2013 to 2017. Mr. Rostock holds a B.A., Radio, Television and Film from Temple University and also completed graduate studies in Computer Science at St. Joseph’s University.
Non-Executive Directors
Brent D. Rosenthal has served as Chairman of the Board since April 2018 and as a director since January 2016. Mr. Rosenthal is the Founder of Mountain Hawk Capital Partners, LLC., an investment fund focused on small and microcap equities in the technology, media, telecom (TMT) and food industries. Mr. Rosenthal has been the Non-Executive Chairman of the board of directors of RiceBran Technologies, a food company, since July 2016. He also served on the board of directors of SITO Mobile, Ltd., a mobile location-based media platform, from August 2016 to July 2018, and as Non-Executive Chairman of its board of directors from June 2017 to July 2018. Previously, Mr. Rosenthal was a Partner in affiliates of W.R. Huff Asset Management where he worked from 2002 to 2016. Mr. Rosenthal served as the Non-Executive Chairman of Rentrak Corporation from 2011 to 2016. He was Special Advisor to the board of directors of Park City Group from November 2015 to February 2018. Mr. Rosenthal earned his B.S. from Lehigh University and M.B.A. from the S.C. Johnson Graduate School of Management at Cornell University. He is an inactive Certified Public Accountant.
William (Bill) Livek has served as our Vice Chairman since January 2016 and was our President from January 2016 through May 2018. Mr. Livek previously served as Vice Chairman and Chief Executive Officer of Rentrak Corporation, a media measurement and consumer targeting company, from June 2009 until the Company’s acquisition of Rentrak in January 2016. Prior to Rentrak, Mr. Livek was founder and Chief Executive Officer of Symmetrical Capital, an investment and consulting firm; Senior Vice President, Strategic Alliances and International Expansion, of Experian Information Solutions, Inc., a provider of information, analytical and marketing services; and co-President of Experian’s subsidiary Experian Research Services. He holds a B.S. degree in Communications Radio/Television from Southern Illinois University.
Dale Fuller has served as a director since March 2018. Mr. Fuller has served as Chairman of the Board of Directors of MobiSocial, Inc., a Stanford-based technology startup, since January 2013 and as a director of Symantec Corp., a cyber security company, since September 2018. He previously served on the Board of Directors of Quantum Corporation, a data storage and systems manufacturer, from 2014 to 2016; Chairman of the Supervisory Board of AVG Technologies N.V., an Internet security and privacy software company, from 2009 to 2016; and President and Chief Executive Officer of MokaFive, a venture-backed software company, from 2008 to 2013.
Jacques Kerrest has served as a director since June 2017. Mr. Kerrest has served as Executive Vice President and CFO of Intelsat S.A., a communications satellite services provider, since February 2016. Prior to his appointment at Intelsat, he held executive-level roles at numerous leading technology and communications companies, including ActivIdentity Corporation, Virgin Media Inc., Harte-Hanks Corporation and Chancellor Broadcasting Company. Previously, Mr. Kerrest served on the boards of directors of several public companies. Mr. Kerrest received his Master of Science Degree from Faculté des Sciences Économiques in Paris, France, and an M.B.A. from Institut D’Etudes Politiques De Paris in Paris, France as well as the Thunderbird School of Global Management in Glendale, Arizona.
Michelle McKenna has served as a director since October 2017. Ms. McKenna has served as Senior Vice President and Chief Information Officer of the National Football League since September 2012. She has served on the board of directors of RingCentral, Inc., a leading provider of global enterprise cloud communications and collaboration solutions, since March 2015, and Quotient Technology, a digital promotions and media company, since October 2017. She previously served on the board of directors of Insperity, Inc., a professional employer organization, from April 2015 to August 2017. Ms. McKenna holds a B.S. in Accounting from Auburn University and an MBA from the Crummer Graduate School of Business at Rollins College. She was formerly licensed as a Certified Public Accountant in the State of Georgia.
Robert Norman has served as a director since April 2018. Mr. Norman currently serves as a freelance marketing consultant. From 2013 to 2017, Mr. Norman served as Chief Digital Officer of GroupM Worldwide, a global buyer of advertising media, where he oversaw digital strategy and was a member of the Global Executive Committee. He previously served as CEO of GroupM North America from 2011 to 2013. Prior to that, he served in various senior management positions at GroupM and its subsidiaries, including serving as a director at Tempus Group PLC at the time of its acquisition by WPP plc in 2001. Mr. Norman currently serves as a non-executive director of BBC Global News Limited and is a governor of the Center for the Digital Future at USC’s Annenberg School.

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Paul Reilly has served as a director since October 2017. Mr. Reilly served as an Executive Vice President of Arrow Electronics, Inc. through his retirement in January 2017, and previously had served as its Executive Vice President, Finance and Operations, and Chief Financial Officer from 2001 through May 2016, and Head of Global Operations from 2009 through May 2016. He has served as a director of Cabot Microelectronics Corporation, a chemical mechanical planarization company, since March 2017, and Assurant, Inc., an insurance company, since June 2011. He has a B.S. in Accounting from St. John’s University and is a Certified Public Accountant.
Available Information
We make our periodic and current reports along with amendments to such reports available, free of charge, on our website as soon as reasonably practicable after such material is electronically filed with the SEC. Our website address is www.comscore.com, and such reports are filed under "SEC Filings" on the Investor Relations section of our website. Information contained on our website is not part of this 10-K and is not incorporated herein by reference.
You can read our SEC filings, including this 10-K as well as our other periodic and current reports, on the SEC’s website at www.sec.gov.


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ITEM 1A.
RISK FACTORS
An investment in our Common Stock involves a substantial risk of loss. You should carefully consider these risk factors, together with all of the other information included herewith, before you decide whether to invest in shares of our Common Stock. The risks identified below could materially and adversely affect our business, financial condition and operating results. In that case, the trading price of our Common Stock could decline, and you may lose part or all of your investment. The risks described below are not the only risks we face. Additional risks and uncertainties not currently known to us or that we currently deem to be immaterial also may materially and adversely affect our business, financial condition and operating results, and may result in the loss of part or all of your investment.
Risks Related to Our Audit Committee Investigation and Subsequent Management Review, Consolidated Financial Statements, Internal Controls and Related Matters
We are currently subject to an SEC investigation, the resolution of which could require significant management time and attention, result in significant legal expenses, and result in government enforcement actions, any of which could have a material and adverse impact on our results of operations, financial condition, liquidity and cash flows.
As previously disclosed, the SEC is investigating allegations with respect to the Company regarding revenue recognition, internal controls, non-GAAP disclosures, tone at the top and whistleblower retaliation. We continue to cooperate fully with the SEC. To date, we have incurred significant costs in connection with the SEC investigation, and we expect these costs to continue into 2019. Any related legal proceedings, if decided adversely to us, could result in significant monetary damages, penalties and reputational harm, and will likely involve significant defense and other costs. We cannot predict what losses we may incur in these matters.
We have entered into indemnification agreements with our current and former directors and certain of our officers, and our amended and restated certificate of incorporation requires us to indemnify each of our directors and officers, to the fullest extent permitted by Delaware law, who was or is a party or is threatened to be made a party to any threatened, pending or completed action, suit or proceeding by reason of the fact that he or she is or was a director or officer of the Company. Although we maintain insurance coverage in amounts and with deductibles that we believe are appropriate for our operations, our insurance coverage may not cover all claims that may be brought against us or our current and former directors and officers, and insurance coverage may not continue to be available to us at a reasonable cost. As a result, we have been and may continue to be exposed to substantial uninsured liabilities, including pursuant to our indemnification obligations, which could materially and adversely affect our business, prospects, results of operations and financial condition.
We cannot guarantee that we will not receive additional inquiries from the SEC, Nasdaq or other regulatory authorities regarding our restated financial statements or matters relating thereto, or that we or our current and former directors and officers will not be subject to future claims, investigations or proceedings. Any future inquiries from the SEC, Nasdaq or other regulatory authority, or future claims or proceedings as a result of the restatement or any related regulatory investigation will, regardless of the outcome, likely consume a significant amount of our internal resources and result in additional costs.
Matters relating to or arising from the restatement and the Audit Committee's investigation, including adverse publicity and potential concerns from our customers, have had and could continue to have an adverse effect on our business and financial condition.
We have been and could continue to be the subject of negative publicity focusing on the restatement and adjustment of our financial statements, and we may be adversely impacted by negative reactions from our customers or others with whom we do business. Concerns include the perception of the effort required to address our accounting and control environment, the impact of the SEC investigation, and the ability for us to be a long-term provider to our customers. The continued occurrence of any of the foregoing could harm our business and have an adverse effect on our financial condition.
We have identified deficiencies in our revenue accounting controls that resulted in a material weakness in our internal control over financial reporting and have concluded that our internal control over financial reporting and our disclosure controls and procedures were not effective as of December 31, 2018. If we fail to properly remediate these or any future deficiencies or material weaknesses or to maintain proper and effective internal controls, material misstatements in our financial statements could occur and impair our ability to produce accurate and timely financial statements and could adversely affect investor confidence in our financial reports, which could negatively affect our business.
We have concluded that our internal control over financial reporting was not effective as of December 31, 2018 due to the existence of a material weakness in revenue accounting controls, and we also concluded that our disclosure controls and procedures were not effective as of December 31, 2018 due to the material weakness in our control over financial reporting, as described in Item 9A, "Controls and Procedures" of this 10-K. While we completed meaningful remediation efforts during 2017 and 2018 to address

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the identified weakness, we were not able to fully remediate it as of December 31, 2018, and we cannot provide assurance that our remediation efforts will be adequate to allow us to conclude that our controls are effective as of December 31, 2019. We also cannot provide assurance that the material weaknesses and deficiencies identified in the past will not recur, or that additional material weaknesses in our internal control over financial reporting will not arise or be identified in the future. We intend to continue our control remediation activities and to continue to improve our operational, information technology, financial systems, compliance and infrastructure procedures and controls, as well as to continue to expand, train, retain and manage our personnel who are essential to effective internal control and compliance. In doing so, we will continue to incur expenses and expend management time.
If our remediation measures are insufficient to address the identified deficiencies, or if additional deficiencies in our internal control over financial reporting are discovered or occur in the future, our consolidated financial statements may contain material misstatements and we could be required to restate our financial results. Moreover, because of the inherent limitations of any control system, material misstatements due to error or fraud may not be prevented or detected on a timely basis, or at all. If we are unable to provide reliable and timely financial reports in the future, our business and reputation may be further harmed. Restated financial statements and failures in internal control may also cause us to fail to meet reporting obligations, negatively affect investor confidence in our management and the accuracy of our financial statements and disclosures, or result in adverse publicity and concerns from investors, any of which could have a negative effect on the price of our common stock, subject us to further regulatory investigations and penalties or shareholder litigation, and materially and adversely impact our business and financial condition.
The filing of our 2017 10-K may not make us "current" in our Exchange Act filing obligations, which means we retain certain potential liability and may not be eligible to use certain forms or rely on certain rules of the SEC.
On March 23, 2018, we filed the 2017 10-K, which constituted a "comprehensive" Annual Report on Form 10-K, or "Super 10-K," and which contained our audited consolidated balance sheets as of December 31, 2017 and 2016 and the related audited consolidated statements of operations and comprehensive loss, stockholders' equity and cash flows for the years ended December 31, 2017, 2016 and 2015, along with selected unaudited condensed consolidated financial data for the years ended December 31, 2014 (restated) and 2013 (restated). Concurrently with filing our 2017 10-K, we filed unaudited quarterly and year to date condensed consolidated financial statements and quarterly reports for each of the quarters ended March 31, June 30 and September 30, 2017 (collectively, the "2017 10-Qs"). We followed previously issued guidance from the staff of the SEC's Division of Corporation Finance (the "Staff") with respect to filing a comprehensive annual report on Form 10-K where issuers have been delinquent in meeting their periodic reporting requirements with the SEC. In accordance with such guidance, our filing of the 2017 10-K does not necessarily mean that the Staff will conclude that the Company has complied with all applicable financial statement requirements or complied with all reporting requirements of the Securities Exchange Act of 1934 ("Exchange Act"), nor does it foreclose any enforcement action by the SEC with respect to the Company's disclosure, filings or failures to file reports under the Exchange Act. We have not amended, and do not intend to amend, our previously filed Annual Reports on Form 10-K or Quarterly Reports on Form 10-Q for the periods affected by the restatements of our consolidated financial statements. We also do not intend to file separate Annual Reports on Form 10-K for the years ended December 31, 2015 and December 31, 2016 or Quarterly Reports for the 2016 interim periods. Without the missing reports, investors may not be able to review certain financial and other disclosures that would have been contained in those reports. We have been current in our periodic reporting requirements since the filing of the 2017 10-K.
Risks Related to Our Business and Our Technologies
The market for media measurement and analytics products is highly competitive, and if we cannot compete effectively, our revenues could decline and our business could be harmed.
The market for audience and advertising measurement products is highly competitive and is evolving rapidly. We compete primarily with providers of media intelligence and related analytical products and services. We also compete with providers of marketing services and solutions, with full-service survey providers, and with internal solutions developed by customers and potential customers.
Some of our competitors have longer operating histories, access to larger customer bases and substantially greater resources than we do. As a result, these competitors may be able to devote greater resources to marketing and promotional campaigns, panel retention, panel development or development of systems and technologies than we can. In addition, some of our competitors may adopt more aggressive pricing policies or have started to provide some services at no cost.
Furthermore, large software companies, internet portals and database management companies may enter our market or enhance their current offerings, either by developing competing services or by acquiring our competitors, and could leverage their significant resources and pre-existing relationships with our current and potential customers. Finally, consolidation of our competitors could make it difficult for us to compete effectively.

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If we are unable to compete successfully against our current and future competitors, we may not be able to retain and acquire customers, and we may consequently experience a decline in revenues, reduced operating margins, loss of market share and diminished value from our products.
The market for cross-platform products is developing, and if it does not develop further, or develops more slowly than expected, our business could be harmed.
The market for cross-platform products is still developing, and it is uncertain whether these products will achieve or maintain high levels of demand and increased market acceptance. Our success will depend to a substantial extent on the willingness of companies to increase their use of such products and to continue use of such products on a long-term basis. Factors that may affect market acceptance include:
the reliability of cross-platform products;
decisions of our customers and potential customers to develop cross-platform solutions internally rather than purchasing such products from third-party suppliers like us;
decisions by industry associations in the U.S. or in other countries that result in association-directed awards of measurement contracts to one or a limited number of competitive vendors;
the rate of growth in e-commerce and mobile commerce ("m-commerce"), cross-platform focused advertising and continued growth in television and digital media consumption; and
public and regulatory concern regarding privacy and data security.
The adoption of advertising across television and digital platforms, particularly by advertisers that have historically relied on traditional offline media, requires the acceptance of new approaches to conducting business and a willingness to invest in such new approaches. Moreover, the decision to adopt a cross-platform approach to buying advertisement campaigns requires a change to buying approaches and a willingness to adopt new data analytics to assist in evaluating such approaches by advertisement buyers who traditionally focus on buying advertising campaigns through one medium. Advertisers may perceive such new approaches to advertising or understanding advertising to be less effective than traditional methods for marketing their products. They may also be unwilling to pay premium rates for advertising that is targeted at specific segments of validated users based on their demographic profile or internet behavior across digital media platforms. The digital media advertising and e-commerce markets may also be adversely affected by privacy issues relating to such targeted advertising, including that which makes use of personalized information or online behavioral information. Because of the foregoing factors, among others, the market for cross-platform focused digital media advertising and e-commerce may not continue to grow at significant rates. If these markets do not continue to develop, or if they develop more slowly than expected, our business could suffer.
If we are unable to provide cross-platform analytics, or if our cross-platform analytics are incomplete, our ability to maintain and grow our business may be harmed.
As the media and advertising industries increasingly evaluate advertising campaigns across various forms of media, such as television, online, and mobile, the ability to measure the combined size and composition of audiences across platforms is increasingly important and in demand.
If we are unable to gain or maintain access to information measuring a media component or type, or if we are unable to do so on commercially reasonable terms, our ability to meet our customers' demands and our business and financial performance may be harmed. Furthermore, even if we do have access to cross-platform data, if we have insufficient technology, encounter challenges in our methodological approaches or inadequate source materials to parse the information across such media components to avoid duplications or to do so in a cost-effective manner, our products may be inferior to other offerings, and we may be unable to meet our customers' demands. In such event, our business and financial performance may be harmed.
In particular, our acquisition of television data may be reliant on companies that have historically held a dominant market position measuring television to produce industry-accepted measurement across a combination of media platforms. Our competitors, such as Nielsen (with whom we have an agreement, scheduled to expire in 2021, to license certain Arbitron data used in our cross-platform solutions), or other providers may have more leverage with data providers and may be unable or unwilling to provide us with access to quality data to support our cross-platform products. Likewise, our acquisition of digital data may be reliant on large digital publishers that may technologically or legally prevent access to their proprietary platforms for research or measurement purposes. Moreover, as mobile devices and technology continue to proliferate, gaining cost-effective access to mobile data will become increasingly critical, and the difficulty in accessing these forms of data will continue to grow. If we are unable to acquire data effectively and efficiently, or if the cost of data acquisition increases, our business, financial condition and results of operations may be harmed.
We depend on third parties for data that is critical to our business, and our business could suffer if we cannot continue to obtain reliable data from these suppliers or if third parties place additional restrictions on our use of such data.

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We rely on third-party data sources for information usage across the media platforms that we measure, as well as demographics about the people that use such platforms. The availability and accuracy of this data is important to the continuation and development of our products and the performance of our obligations to customers. These suppliers of data may increase restrictions on our use of such data, undertake audits (at either our or their expense) of our use of such data, require us to implement new processes with respect to such data, fail to adhere to our quality control, privacy or security standards or otherwise satisfactorily perform services, increase the price they charge us for the data or refuse to license the data to us. Additional restrictions on third-party data could limit our ability to include that data in certain products, which could lead to decreased commercial opportunities for certain products as well as loss of customers, sales credits, refunds or liability to our customers. To comply with any additional restrictions, we may be required to implement certain additional technological and manual controls that could put pressure on our cost structure and could affect our pricing. Supplier consolidation and increased pricing for additional use cases could also put pressure on our cost structure and our ability to meet obligations to our customers. We may be required to enter into vendor relationships, strategic alliances, or joint ventures with some third parties in order to obtain access to the data sources that we need. If our partners do not apply rigorous standards to their data collection methodology and actions, notwithstanding our best efforts, we may receive third-party data that is inaccurate, defective, or delayed. If third-party information is not available to us on commercially reasonable terms, or is found to be inaccurate, it could harm our products, our reputation, and our business and financial performance.
If we fail to respond to technological developments or evolving industry standards, our products may become obsolete or less competitive.
Our future success will depend in part on our ability to develop new and modify or enhance our existing products and services, including without limitation, our data collection technologies and approaches, in order to meet customer needs, add functionality and address technological advancements. For example, if certain proprietary hand-held mobile devices become the primary mode of receiving content and conducting transactions on the internet, and we are unable to adapt to collect information from such devices, then we would not be able to report on digital usage activity. To remain competitive, we will need to develop new products that address these evolving technologies and standards across the universe of digital media including television, online, and mobile usage. However, we may be unsuccessful in identifying new product opportunities, developing or marketing new products in a timely or cost-effective manner, or obtaining the necessary access to data or technologies needed to support new products, or we may be limited in our ability to operate due to patents held by others. In addition, our product innovations may not achieve the market penetration or price levels necessary for profitability. If we are unable to develop timely enhancements to, and new features for, our existing methodologies or products or if we are unable to develop new products and technology that keep pace with rapid technological developments or changing industry standards, our products may become obsolete, less marketable and less competitive, and our business will be harmed.
Furthermore, the market for our products is characterized by changes in protocols and evolving industry standards. For example, industry associations such as the Advertising Research Foundation, the Council of American Survey Research Organizations, the Internet Advertising Bureau ("IAB"), and the Media Rating Council ("MRC") as well as internationally-based industry associations have independently initiated efforts to either review market research methodologies across the media that we measure or develop minimum standards for such research. Failure to achieve accreditation may adversely impact the market acceptance of our products. Meanwhile, successful accreditation may lead to costly changes to our procedures and methodologies.
Our business may be harmed if we deliver, or are perceived to deliver, inaccurate information products.
The metrics contained in our products may be viewed as an important measure of the success of certain businesses, especially those that utilize our metrics to evaluate a variety of investments ranging from their internal operations to advertising initiatives. If the information that we provide to our customers, the media, or the public is inaccurate, or perceived to be inaccurate, whether due to inadequate methodological approaches, errors, biases towards certain available data sources or partners, defects or errors in data collection and processing (conducted by us or by third parties) or the systems used to collect, process or deliver data, our business may be harmed.
Any inaccuracy or perceived inaccuracy in the data reported by us could lead to consequences that could adversely impact our operating results, including:
loss of customers;
sales credits, refunds or liability to our customers;
the incurrence of substantial costs to correct any material defect or error;
increased warranty and insurance costs;
potential litigation;
interruptions in the availability of our products;
diversion of development resources;
lost or delayed market acceptance and sales of our products; and
damage to our brand.

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Our business may be harmed if we change our methodologies or the scope of information we collect.
We have in the past and may in the future change our methodologies, the methodologies of companies we acquire, or the scope of information we collect. Such changes may result from identified deficiencies in current methodologies, development of more advanced methodologies, changes in our business plans, changes in technology used by websites, browsers, mobile applications, servers, or media we measure, integration of acquired companies or expressed or perceived needs of our customers, potential customers or partners. Any such changes or perceived changes, or our inability to accurately or adequately communicate to our customers and the media such changes and the potential implications of such changes on the data we have published or will publish in the future, may result in customer dissatisfaction, particularly if certain information is no longer collected or information collected in future periods is not comparable with information collected in prior periods. As a result of future methodology changes, some of our customers that may also supply us with data may decide not to continue buying products or services from us or may decide to discontinue providing us with their data to support our products. Such customers may elect to publicly air their dissatisfaction with the methodological changes made by us, which may damage our brand and harm our reputation.
If we are not able to maintain panels of sufficient size and scope, or if the costs of establishing and maintaining our panels materially increase, our business could be harmed.
We believe that the quality, size and scope of our research panels are critical to our business. There can be no assurance, however, that we will be able to maintain panels of sufficient size and scope to provide the quality of marketing intelligence that our customers demand from our products. We anticipate that the cost of panel recruitment will increase with the proliferation of proprietary and secure media content delivery platforms, and that the difficulty in collecting these forms of data will continue to grow, which may require significant hardware and software investments, as well as increases to our panel incentive and panel management costs.
We have historically established and/or acquired new panels. We plan to continue to make significant investments in our panels in the future. Our panel costs may significantly increase our cost of revenues in the future. To the extent that such additional expenses are not accompanied by increased revenues, our operating margins may be reduced and our financial results could be adversely affected.
We derive a significant portion of our revenues from sales of our subscription-based products. If our customers terminate or fail to renew their subscriptions, our business could suffer.
We currently derive a significant portion of our revenues from our syndicated products, which are generally one-year subscription-based products. This has generally provided us with recurring revenue due to high renewal rates. If our customers terminate their subscriptions for our products, do not renew their subscriptions, delay renewals of their subscriptions or renew on terms less favorable to us, our revenues could decline and our business could suffer.
Our customers have no obligation to renew after the expiration of their initial subscription period, and we cannot be assured that current subscriptions will be renewed at the same or higher dollar amounts, if at all. Furthermore, our newer subscription products, for which revenue is recognized based on impressions used, may be subject to higher fluctuations in revenue.
Our customer renewal rates may decline or fluctuate due to a number of factors, including customer satisfaction or dissatisfaction with our products, the costs or functionality of our products, the prices or functionality of products offered by our competitors, the health of the advertising marketplace, mergers and acquisitions affecting our customer base, general economic conditions or reductions in our customers’ spending levels.
Our growth depends upon our ability to retain existing large customers and add new large customers. To the extent we are not successful in doing so, our ability to attain profitability and positive cash flow may be impaired.
Our success depends in part on our ability to sell our products to large customers and on the renewal of these subscriptions and contracts to these customers in subsequent years. For the years ended 2018 and 2017, we derived 24% and 27%, respectively, of our total revenues from our top 10 customers. Uncertain economic conditions or other factors, such as the failure or consolidation of large customer companies, internal reorganization or changes in focus, or dissatisfaction with our products, may cause certain large customers to terminate or reduce their subscriptions and contracts with us. The loss of any one or more of these customers could decrease our revenues and harm our current and future operating results. The addition of new large customers or increases in sales to existing large customers may require particularly long implementation periods and other significant upfront costs, which may adversely affect our profitability. To compete effectively, we have in the past been, and may in the future be, forced to offer significant discounts to maintain existing customers or acquire other large customers. In addition, we may be forced to reduce or withdraw from our relationships with certain existing customers or refrain from acquiring certain new customers in order to acquire or maintain relationships with important large customers. As a result, new large customers or increased usage of our products by large customers may cause our profits to decline, and our ability to sell our products to other customers could be adversely affected.

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If we are unable to effectively persuade customers to buy our products in substitution for those of an incumbent services provider, our revenue growth may suffer.
Some of our newer products require that we persuade prospective customers, or customers of our existing products, to buy our newer products in substitution for those of an incumbent service provider. In some instances, the customer may have built their systems and processes around the incumbent provider's products. Persuading such customers to switch service providers may be difficult and require longer sales cycles, affecting our ability to increase revenue in these areas. Moreover, the incumbent service provider may have the ability to significantly discount its services or enter into long-term agreements, which could further impede our ability to persuade customers to switch service providers, and accordingly, our ability to increase our revenues.
We may expand through investments in, acquisitions of, or the development of new products with assistance from, other companies, any of which may not be successful and may divert our management's attention.
In the past, we completed several strategic acquisitions. We also may evaluate and enter into discussions regarding an array of potential strategic transactions, including acquiring complementary products, technologies or businesses.
An acquisition, investment or business relationship may result in unforeseen operating difficulties and expenditures. In particular, we may encounter difficulties integrating the businesses, technologies, products, personnel or operations of the acquired companies, particularly if the key personnel of the acquired company choose not to be employed by us, and we may have difficulty retaining the customers of any acquired business due to changes in management and ownership. Acquisitions may also disrupt our ongoing business, divert our resources and require significant management attention that would otherwise be available for ongoing development of our business. Moreover, we cannot assure you that the anticipated benefits of any acquisition, investment or business relationship would be realized timely, if at all, or that we would not be exposed to unknown liabilities. In connection with any such transaction, we may:
encounter difficulties retaining key employees of the acquired company or integrating diverse business cultures;
incur large charges or substantial liabilities, including without limitation, liabilities associated with products or technologies accused or found to infringe on third-party intellectual property rights or violate existing or future privacy regulations;
issue shares of our capital stock as part of the consideration, which may be dilutive to existing stockholders;
become subject to adverse tax consequences, legal disputes, substantial depreciation or deferred compensation charges;
use cash that we may otherwise need for ongoing or future operation of our business;
enter new geographic markets that subject us to different laws and regulations that may have an adverse impact on our business;
experience difficulties effectively utilizing acquired assets;
encounter difficulties integrating the information and financial reporting systems of acquired businesses, particularly those that operated under accounting principles other than those generally accepted in the U.S. prior to the acquisition by us; and
incur debt, which may be on terms unfavorable to us or that we are unable to repay.
We also have entered into relationships with certain third-party providers to expand our product offerings, and we may enter into similar arrangements in the future. These or other future relationships or transactions may involve preferred or exclusive licenses, discount pricing or investments in other businesses to expand our sales capabilities. These transactions could be material to our financial condition and results of operations, and though these transactions may provide additional benefits, they may not be profitable immediately or in the long term. Negotiating any such transactions could be time-consuming, difficult and expensive, and our ability to close these transactions may be subject to regulatory or other approvals and other conditions that are beyond our control. Consequently, we can make no assurances that any such transactions, investments or relationships, if undertaken and announced, would be completed or successful.
The impact of any one or more of these factors could materially and adversely affect our business, financial condition or results of operations.
System failures, security breaches or delays in the operation of our computer and communications systems may harm our business.
Our success depends on the efficient and uninterrupted operation of our computer and communications systems and the third-party data centers we use. Our ability to collect and report accurate data may be interrupted by a number of factors, including the failure of our network or software systems, computer viruses, security breaches, or variability in user traffic on customer websites. A failure of our network or data gathering procedures, or those of our third-party data suppliers, could impede the processing of data, cause the corruption or loss of data, prevent the timely delivery of our products, or damage our brand and reputation.
In the future, we may need to expand our network and systems at a more rapid pace than we have in the past. Our network or systems may not be capable of meeting the demand for increased capacity, or we may incur additional expenses to accommodate

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these capacity demands. In addition, we may lose valuable data or be unable to obtain or provide data on a timely basis or our network may temporarily shut down if we fail to adequately expand or maintain our network capabilities to meet future requirements. Any lapse in our ability to collect or transmit data may decrease the value of our products and prevent us from providing the data requested by our customers and partners. Any disruption in our network processing or loss of internet user data may damage our reputation and result in the loss of customers, partners and vendors and the imposition of penalties or other legal or regulatory action, and our business, financial condition and results of operations could be materially and adversely affected.
We rely on a small number of third-party service providers to host and deliver our products, and any interruptions or delays in services from these third parties could impair the delivery of our products and harm our business.
We host our products and serve our customers from data center facilities located throughout the U.S. and Europe. While we operate our equipment inside these facilities, we do not control the operation of these facilities, and, depending on service level requirements and costs, we may not continue to operate or maintain redundant data center facilities for all of our products or for all of our data, which could increase our vulnerability. These facilities are vulnerable to damage or interruption from earthquakes, hurricanes, floods, fires, power loss, telecommunications failures and similar events. They are also subject to break-ins, computer viruses, security breaches, sabotage, intentional acts of vandalism and other misconduct. A natural disaster or an act of terrorism, a decision to close the facilities without adequate notice, or other unanticipated problems could result in lengthy interruptions in availability of our products. We may also encounter capacity limitations at our third-party data centers. Additionally, our data center facility agreements are of limited durations, and our data center facilities have no obligation to renew their agreements with us on commercially reasonable terms, if at all. We believe that we have good relationships with our data center facility vendors and believe that we will be able to renew, or find alternative data center facilities, on commercially reasonable terms, although there can be no guarantee of this. If we are unable to renew our agreements with the owners of the facilities on commercially reasonable terms, or if we migrate to a new data center, we may experience delays in delivering our products until an agreement with another data center facility can be arranged or the migration to a new facility is completed.
If we or the third-party data centers that we use were to experience a major power outage, we would have to rely on back-up generators, which may not function properly, and their supply may be inadequate. Such a power outage could result in the disruption of our business. Additionally, if our current facilities fail to have sufficient cooling capacity or availability of electrical power, we would need to find alternative facilities and could experience delays in delivering our products.
We currently leverage a large content delivery network ("CDN"), to provide services that allow us to offer a more efficient tagging methodology. If that network faced an outage or breach or the service became unavailable, an alternate CDN provider or additional capacity in our data centers would need to be established to support the large volume of tag requests that we currently manage, which would either require additional investments in equipment and facilities or a transition plan. This could unexpectedly raise our costs and could contribute to delays or losses in tag data that could affect the quality and reputation of our Media Metrix, vCE, cross-platform and other products that involve the measurement of a large amount of digitally transmitted activity across multiple providers.
Further, we depend on access to the internet through third-party bandwidth providers to operate our business. If we lose the services of one or more of our bandwidth providers for any reason, we could experience disruption in the delivery of our products or be required to retain the services of a replacement bandwidth provider. It may be difficult for us to replace any lost bandwidth on a timely basis, on commercially reasonable terms, or at all, due to the large amount of bandwidth our operations require.
Any errors, defects, breaches, disruptions or other performance problems related to our products or the delivery of our services caused by third parties could reduce our revenues, harm our reputation, result in the loss of customers, partners and vendors and the imposition of penalties or other legal or regulatory actions and otherwise damage our business. Interruptions in the availability of our products and the delivery of our services may reduce our revenues due to increased turnaround time to complete projects, cause us to issue credits or refunds to customers, cause customers to terminate their agreements or adversely affect our renewal rates. Our business, financial condition and results of operations would be materially and adversely affected if there were errors or delays in delivering our products or services, including for reasons beyond our control, and our reputation would be harmed if our customers or potential customers believe our products and services are unreliable.
We rely on our management team, many of whom are recent hires, and may need additional personnel to operate and grow our business. The loss of one or more key employees, the inability to attract and retain qualified personnel, or the failure to integrate new personnel could harm our business.
Our success and future growth depend to a significant degree on the skills and continued services of our management team, many of whom are recent hires. Our future success also depends on our ability to retain, attract and motivate highly skilled technical, managerial, marketing and customer service personnel, including members of our management team. We may experience a loss of productivity due to the departure of key personnel and the associated loss of institutional knowledge, or while new personnel integrate into our business and transition into their respective roles. This transition may not ultimately be successful.

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A substantial majority of our U.S. employees work for us on an at-will basis. We continually evaluate our personnel needs in all areas of our business, particularly in our sales, marketing, finance and technology development areas, both domestically and internationally, which could increase our recruiting and hiring costs in the foreseeable future. Competition for these types of personnel is intense, particularly in the internet and software industries. Our inability to retain and attract the necessary personnel could adversely affect our business.
Risks Related to Our Results of Operations
Our revenues and results of operations may fluctuate in the future. As a result, we may fail to meet or exceed the expectations of securities analysts or investors, which could cause our stock price to decline.
Our results of operations may fluctuate as a result of a variety of factors, many of which are outside of our control. If our revenues or results of operations do not meet or exceed the expectations of securities analysts or investors, the price of our Common Stock could decline substantially. Factors that may cause fluctuations in our revenues or results of operations include:
our ability to increase sales to existing customers and attract new customers;
the potential loss or reduction in spending by significant customers;
changes in our customers' subscription renewal behaviors and spending on projects;
the impact of our contract renewal rates caused by our customers' budgetary constraints, competition, customer dissatisfaction, customer corporate restructuring or change in control, or our customers' actual or perceived lack of need for our products;
the timing of contract renewals, delivery of products and duration of contracts and the corresponding timing of revenue recognition;
variations in the demand for our products and the implementation cycles of our products by our customers;
the challenges of persuading existing and prospective customers to switch from incumbent service providers;
the timing of revenue recognition for usage-based or impression-based products;
the effect of revenues generated from significant one-time projects or the loss of such projects;
the timing and success of new product introductions by us or our competitors;
changes in our pricing and discounting policies or those of our competitors;
the impact of our decision to discontinue certain products;
our failure to accurately estimate or control costs - including those incurred as a result of investments, other business or product development initiatives, litigation, investigations, and the integration of acquired businesses;
the cost and availability of data from third-party sources;
adverse judgments or settlements, or increased legal fees, in legal disputes or government investigations;
changes in interest rates under the Notes or other financing vehicles;
the amount and timing of capital expenditures and operating costs related to the maintenance and expansion of our operations and infrastructure;
service outages, other technical difficulties or security breaches;
limitations relating to the capacity of our networks, systems and processes;
maintaining appropriate staffing levels and capabilities relative to projected growth, or retaining key personnel;
the cost and timing of organizational restructuring;
the risks associated with operating in countries in which we may have little or no previous experience and with maintaining or reorganizing corporate entity structures in international jurisdictions;
the extent to which certain expenses are deductible for tax purposes, such as share-based compensation that fluctuates based on the timing of vesting and our stock price;
the timing of any changes to our deferred tax valuation allowance;
adoption of new accounting pronouncements;
changes in the fair value of our financing derivatives related to market volatility or management assumptions; and
general economic, political, regulatory, industry and market conditions and those conditions specific to internet usage and online businesses.
We believe that our revenues and results of operations on a year-over-year and sequential quarter-over-quarter basis may vary significantly in the future and that period-to-period comparisons of our operating results may not be meaningful. Investors are cautioned not to rely on the results of prior periods as an indication of future performance.
Our financial condition and results of operations could suffer and be adversely affected if we incur an impairment of goodwill or other intangible assets.
We are required to test intangible assets and goodwill, annually and on an interim basis if an event occurs or there is a change in circumstance that would more likely than not reduce the fair value of our reporting unit below its carrying values or indicate that

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the carrying value of such intangibles is not recoverable. When the carrying value of a reporting unit exceeds its fair value, a charge to operations, up to the total amount of goodwill, is recorded. If the carrying amount of an intangible asset is not recoverable, a charge to operations is recognized. Either event would result in incremental expenses for that period, which would reduce any earnings or increase any loss for the period in which the impairment was determined to have occurred.
Our impairment analysis is sensitive to changes in key assumptions used in our analysis, such as expected future cash flows, the degree of volatility in equity and debt markets and our stock price. Additionally, changes in our strategy or significant technical developments could significantly impact the recoverability of our intangible assets. If the assumptions used in our analysis are not realized, it is possible that an impairment charge may need to be recorded in the future. There were no impairment charges taken during the years ended 2018, 2017 and 2016. We cannot predict the amount and timing of any future impairment of goodwill or other intangible assets.
Changes in the fair value of our derivative financial instruments or equity security investment could adversely affect our financial condition and results of operations.
Our financing derivatives, including the interest rate reset feature and change of control redemption feature of our senior secured convertible notes ("Notes"), are classified as liabilities in our consolidated financial statements. We use various models and assumptions to determine the fair value of these liabilities, including assumptions with respect to market rates, the price and volatility of our Common Stock, the probability of occurrence of certain events, and term. Any change in our assumptions could result in a change in the fair value of our derivative liabilities, which would be recorded to earnings and could significantly affect our financial condition and results of operations. We also hold an equity security investment that is subject to market risk. Changes in the fair value of this investment, which represents shares of common stock of a company listed on a foreign stock exchange, are also recorded to earnings and could affect our financial condition and results of operations.
We may encounter difficulties managing our costs, which could adversely affect our results of operations.
We believe that we will need to continue to effectively manage our organization, operations and facilities in order to accommodate changes in our business and to successfully integrate acquired businesses. If we continue to grow or change, either organically or through acquired businesses, our current systems and facilities may not be adequate and may need to be expanded or reduced. For example, we may be required to enter into leases for additional facilities or commit to significant investments in the build out of current or new facilities, or we may need to renegotiate or terminate leases to reflect changes in our business. If we are unable to effectively forecast our facilities needs or if we are unable to sublease or terminate leases for unused space, we may experience increased and unexpected costs. Moreover, our need to effectively manage our operations and cost structure requires that we continue to assess and improve our operational, financial and management controls, reporting systems and procedures.
From time to time, as a result of acquisition integration initiatives, or through efforts to improve or streamline our operations, we have reduced our workforce or reassigned personnel, and we may do so in the future. Such actions may expose us to disruption by dissatisfied employees or employee-related claims, including claims by terminated employees who believe they are owed more compensation than we believe these employees are due under our compensation and benefit plans, or claims maintained internationally in jurisdictions whose laws and procedures differ from those in the U.S.
If we are not able to efficiently and effectively manage our cost structure and resolve employee-related claims, or if we are unable to find appropriate space to support our needs, our business may be impaired.
We have a history of significant net losses, may incur significant net losses in the future and may not achieve profitability.
We incurred net losses of $159.3 million$281.4 million and $117.2 million for the years ended 2018, 2017 and 2016 respectively. We cannot make assurances that we will be able to achieve profitability in the future. As of December 31, 2018, we had an accumulated deficit of $769.1 million. Because a large portion of our costs are fixed, we may not be able to adequately reduce our expenses in response to any decrease in our revenues, which would materially and adversely affect our operating results. In addition, our operating expenses may increase as we implement certain growth initiatives, which include, among other things, the development of new products and enhancements of our infrastructure. If our revenues do not increase to offset these increases in costs and operating expenses, our operating results would be materially and adversely affected.
Our net operating loss carryforwards may expire unutilized or underutilized, which could prevent us from offsetting future taxable income.
We have experienced “changes in control” that have triggered the limitations of Section 382 of the Internal Revenue Code on a significant portion of our net operating loss carryforwards. As a result, we may be limited in the amount of net operating loss carryforwards that we can use in the future to offset taxable income for U.S. federal income tax purposes.

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As of December 31, 2018, we estimate our U.S. federal and state net operating loss carryforwards for tax purposes are $563.6 million and $1,318.5 million, respectively, subject to limitation as described above. These net operating loss carryforwards will begin to expire in 2022 for federal income tax reporting purposes and started to expire in 2018 for state income tax reporting purposes. The federal and certain state net operating losses generated during the year ended December 31, 2018 will have an indefinite carryforward period as a result of the enactment of the Tax Cuts and Jobs Act (the "TCJA").
As of December 31, 2018, we estimate our aggregate net operating loss carryforwards for tax purposes related to our foreign subsidiaries are $12.1 million, which will begin to expire in 2019.
We apply a valuation allowance to our deferred tax assets when management does not believe that it is more-likely-than-not that they will be realized. In assessing the need for a valuation allowance, we consider all sources of taxable income, including potential opportunities for loss carrybacks, the reversal of existing temporary differences associated with our deferred tax assets and liabilities, tax planning strategies and future taxable income. We also consider other evidence such as historical pre-tax book income in making the determination.
As a result of the material changes to our Consolidated Financial Statements following the Audit Committee investigation and related management review, we re-evaluated the valuation allowance determinations made in prior years. Our analysis was updated to consider the changes to our historical operating results following the investigation and management review, with revised projections of our future taxable income in order to assess the realizability of our deferred tax assets. In that process, we evaluated the weight of all evidence, including the decline in earnings and the resulting impact on our projections of future taxable income beginning in 2012 and for each subsequent period through 2018. We concluded that as of December 31, 2013, our U.S. federal and state net deferred tax assets were no longer more-likely-than-not to be realized and that a valuation allowance was required.
As of December 31, 2018, we continue to have a valuation allowance recorded against the net deferred tax assets of our U.S. entities and certain foreign subsidiaries, including net operating loss carryforwards.
We have limited experience with respect to our pricing model for our new offerings, and if the fees we charge for our products are unacceptable to customers, our revenues and operating results will be harmed.
Many of our customers purchase specifically tailored contracts that are priced in the aggregate. Due to the level of customization of such contracts, the pricing of contracts or individual product components of such packages may not be readily comparable across customers or periods. Existing and potential customers may have difficulty assessing the value of our products and services when comparing them to competing products and services. As the market for our products matures, or as new competitors introduce new products or services that compete with ours, we may be unable to renew our agreements with existing customers or attract new customers with the fees we have historically charged. As a result, it is possible that future competitive dynamics in our market may require us to reduce our fees, which could have an adverse effect on our revenues, profitability and operating results.
Risks Related to Legal and Regulatory Compliance, Litigation and Tax Matters
Concern over privacy violations and data breaches could lead to public relations problems, regulatory scrutiny and class action lawsuits, which could harm our business.
We are subject to data privacy and protection laws and regulations that apply to the collection, transmission, storage and use of proprietary information and personally identifiable information. The regulatory environment surrounding information security and data privacy varies from jurisdiction to jurisdiction and is constantly evolving and increasingly demanding. The restrictions imposed by such laws continue to develop and may require us to incur substantial costs and fines or adopt additional compliance measures, such as notification requirements and corrective actions in the event of a security breach.
Any perception of our practices, products or services as a violation of individual privacy rights may subject us to public criticism, loss of customers, partners or vendors, class action lawsuits, reputational harm, or investigations or claims by regulators, industry groups or other third parties, all of which could significantly disrupt our business and expose us to increased liability. (Refer to Footnote 10, Commitments and Contingencies, of the Notes to Consolidated Financial Statements for a discussion of certain legal proceedings in which we are involved.) Additionally, laws regulating privacy and third-party products purporting to address privacy concerns could negatively affect the functionality of, and demand for, our products and services, thereby resulting in loss of customers, partners and vendors and harm to our business.
We also rely on contractual representations made to us by customers, partners, vendors and other third-party data providers that their own use of our services and the information they provide to us do not violate any applicable privacy laws, rules and regulations or their own privacy policies. As a component of our client contracts, we obligate customers to provide their consumers the opportunity to obtain the appropriate level of consent (including opt outs) for the information collection associated with our services, as applicable, or provide another appropriate legal basis for collection. If these representations are false or inaccurate, or if our customers, partners, vendors and other third-party data providers do not otherwise comply with applicable privacy laws, we could face adverse publicity and possible legal or regulatory action.

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Outside parties may attempt to fraudulently induce our employees or users of our solutions to disclose sensitive information via illegal electronic spamming, phishing or other tactics. Unauthorized parties may also attempt to gain physical access to our information systems. Any breach of our security measures or the accidental loss, inadvertent disclosure or unauthorized dissemination of proprietary information or sensitive, personal or confidential data about us, our employees or our customers, partners or vendors, including the potential loss or disclosure of such information or data as a result of hacking, fraud, trickery or other forms of deception, could expose us, our employees, our customers or the individuals affected to risks of loss or misuse of this information. Any actual or potential breach of our security measures may result in litigation and potential liability or fines, governmental inquiry or oversight or a loss of customer confidence, any of which could harm our business and damage our brand and reputation, possibly impeding our present and future success in retaining and attracting new customers and thereby requiring time and resources to repair our brand.
Domestic or foreign laws, regulations or enforcement actions may limit our ability to collect and incorporate media usage information in our products, which may decrease their value and cause an adverse impact on our business and financial results.
Our business could be adversely impacted by existing or future laws, regulations or actions by domestic or foreign regulatory agencies. For example, privacy, data protection and personal information, intellectual property, advertising, data security, data retention and deletion, protection of minors, consumer protection, economic or other trade prohibitions or sanctions concerns could lead to legislative, judicial and regulatory limitations on our ability to collect, maintain and use information about consumers’ behavior or media consumption in the U.S. and abroad. State and federal laws within the U.S. and foreign laws and regulations are varied, and at times conflicting, resulting in higher risk related to compliance. A number of new laws coming into effect and/or proposals pending before federal, state and foreign legislative and regulatory bodies will likely affect our business. For example, the European Union’s ("EU") General Data Protection Regulation, or GDPR, became effective in May 2018, imposing more stringent EU data protection requirements and providing for greater penalties for noncompliance. Additionally, the European Commission continues to evaluate changes to the ePrivacy Regulation, a companion regulation to GDPR that will likely have a significant impact on our solutions. Adding further uncertainty is the United Kingdom's ("UK") decision to leave the EU, commonly referred to as Brexit. Among other things, it is unclear whether the UK will enact legislation similar to the GDPR after Brexit, and how data transfers to and from the UK will be regulated. As another example, Brazil recently enacted the General Data Protection Law, and the State of California recently enacted the California Consumer Privacy Act ("CCPA"), both of which will come into effect in 2020. The CCPA expands the scope of what is considered “personal information” and creates new data access and opt-out rights for consumers, which will likely create new requirements for Comscore and other companies that operate in California. These U.S. federal and state and foreign laws and regulations, which in some cases can be enforced by private parties in addition to government entities, are constantly evolving and can be subject to significant change.
We have implemented policies and procedures to comply with the GDPR and other laws, and we continue to evaluate and implement processes and enhancements and monitor changes in laws and regulations. However, the application, interpretation, and enforcement of these laws and regulations are often uncertain, particularly in the new and rapidly evolving industry in which we operate, and may be interpreted and applied inconsistently from country to country and inconsistently with our current policies and practices. Additionally, the costs of compliance with, and the other burdens imposed by, these and other laws or regulatory actions may prevent us from selling our products or increase the costs associated with selling our products, and may affect our ability to invest in or jointly develop products in the U.S. and in foreign jurisdictions. In addition, failure to comply with these and other laws and regulations may result in, among other things, administrative enforcement actions and significant fines, class action lawsuits, significant legal fees, and civil and criminal liability. Any regulatory or civil action that is brought against us, even if unsuccessful, may distract our management’s attention, divert our resources, negatively affect our public image or reputation among our panelists, customers, partners and vendors, and harm our business.
An assertion from a third party that we are infringing its intellectual property rights, whether such assertion is valid or not, could subject us to costly and time-consuming litigation or expensive licenses.
The media measurement, software and technology industries are characterized by the existence of a large number of patents, copyrights, trademarks and trade secrets and by frequent litigation based on allegations of infringement or other violations of intellectual property rights, domestically or internationally. As we grow and face increasing competition, the probability that one or more third parties will make intellectual property rights claims against us increases. In such cases, our technologies may be found to infringe on the intellectual property rights of others. Additionally, many of our agreements may require us to indemnify our customers for third-party intellectual property infringement claims, which would increase our costs if we have to defend such claims and may require that we pay damages and provide alternative services if there were an adverse ruling in any such claims. Intellectual property claims could harm our relationships with our customers, deter future customers from buying our products or expose us to litigation, which could be expensive and divert considerable attention of our management team from the normal operation of our business. Even if we are not a party to any litigation between a customer and a third party, an adverse outcome in any such litigation could make it more difficult for us to defend against intellectual property claims by the third party in any

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subsequent litigation in which we are a named party. Any of these results could adversely affect our brand, business and results of operations.
With respect to any intellectual property rights claim against us or our customers, we may have to pay damages or stop using technology found to be in violation of a third party’s rights. We may have to seek a license for the technology, which may not be available on reasonable terms or at all, may significantly increase our operating expenses or may significantly restrict our business activities in one or more respects. We may also be required to develop alternative non-infringing technology, which could require significant effort and expense. Any of these outcomes could adversely affect our business and results of operations. Even if we prove successful in defending ourselves against such claims, we may incur substantial expenses and the defense of such claims may divert considerable attention of our management team from the normal operation of our business.
The success of our business depends in large part on our ability to protect and enforce our intellectual property rights.
We rely on a combination of patent, copyright, service mark, trademark and trade secret laws, as well as confidentiality procedures and contractual restrictions, to establish and protect our proprietary rights, all of which provide only limited protection. We endeavor to enter into agreements with our employees and contractors and with parties with whom we do business in order to limit access to and disclosure of our proprietary information. We cannot be certain that the steps we have taken will prevent unauthorized use of our technology or the reverse engineering of our technology. We cannot make assurances that any additional patents will be issued with respect to any of our pending or future patent applications, nor can we assure that any patent issued to us will provide adequate protection, or that any patents issued to us will not be challenged, invalidated, circumvented, or held to be unenforceable in actions against alleged infringers. Also, we cannot make assurances that any future trademark or service mark registrations will be issued with respect to pending or future applications or that any of our registered trademarks and service marks will be enforceable or provide adequate protection of our proprietary rights.
We are subject to taxation in multiple jurisdictions. Any adverse development in the tax laws of any of these jurisdictions or any disagreement with our tax positions could have a material and adverse effect on our business, financial condition or results of operations.
We are subject to taxation in, and to the tax laws and regulations of, multiple jurisdictions as a result of the international scope of our operations and our corporate entity structure. We are also subject to transfer pricing laws with respect to our intercompany transactions, including those relating to the flow of funds among our companies. Adverse developments in these laws or regulations, or any change in position regarding the application, administration or interpretation thereof, in any applicable jurisdiction, could have a material and adverse effect on our business, financial condition or results of operations. In addition, the tax authorities in any applicable jurisdiction, including the U.S., may disagree with the positions we have taken or intend to take regarding the tax treatment or characterization of any of our transactions. If any applicable tax authorities, including U.S. tax authorities, were to successfully challenge the tax treatment or characterization of any of our transactions, it could have a material and adverse effect on our business, financial condition or results of operations.
Taxing authorities may successfully assert that we should have collected or in the future should collect sales and use, value added or similar taxes, and we could be subject to liability with respect to past or future sales, which could adversely affect our results of operations.
In certain cases, we have concluded that we do not need to collect sales and use, value added and similar taxes in jurisdictions in which we have sales.  Sales and use, value added and similar tax laws and rates vary greatly by jurisdiction.  Certain jurisdictions in which we do not collect such taxes may assert that such taxes are applicable, which could result in tax assessments, penalties and interest, and we may be required to collect such taxes in the future.  Such tax assessments, penalties and interest or future requirements may adversely affect our financial condition and results of operations.
Our annual effective income tax rate can change materially as a result of changes in our mix of U.S. and foreign earnings and other factors, including changes in tax laws and changes made by regulatory authorities.
Our overall effective rate is equal to our total tax expense as a percentage of total earnings before tax. However, income tax expense and benefits are not recognized on a global basis but rather on a jurisdictional or legal entity basis. Losses in one jurisdiction may not be used to offset profits in other jurisdictions and may cause an increase in our tax rate. Changes in statutory tax rates and laws, as well as audits by domestic and international authorities, could affect the amount of income taxes and other taxes paid by us. Changes in the mix of earnings (or losses) between jurisdictions and assumptions used in the calculation of income taxes, among other factors, could have a significant effect on our overall effective income tax rate.
We have incurred and will continue to incur costs and demands upon management as a result of complying with the laws and regulations affecting a public company, which could adversely affect our operating results.

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As a public company, we have incurred and will continue to incur significant legal, accounting and other expenses that we would not otherwise incur if we were a private company. In addition, the Sarbanes-Oxley Act of 2002 and the Dodd-Frank Wall Street Reform and Consumer Protection Act, as well as rules implemented by the SEC and the securities exchanges, require certain corporate governance practices for public companies. Our management and other personnel have devoted and expect to continue to devote a substantial amount of time to public reporting requirements and corporate governance, particularly following the Audit Committee investigation. These rules and regulations have significantly increased our legal and financial compliance costs and made some activities more time-consuming and costly. We also have incurred and expect to continue to incur substantial additional costs associated with internal control requirements, as described under “Risks Related to Our Audit Committee Investigation and Subsequent Management Review, Consolidated Financial Statements, Internal Controls and Related Matters” above. If these costs are not offset by increased revenues and improved financial performance, our financial condition and results of operations will be materially and adversely affected. These rules and regulations, together with ongoing regulatory and litigation matters, also make it more difficult and more expensive for us to obtain director and officer liability insurance, and we may be required to accept reduced policy limits and coverage or incur substantially higher costs to obtain the same or similar coverage if these costs continue to rise. As a result, it may be more difficult for us to attract and retain qualified people to serve on our Board of Directors or as executive officers.
Risks Related to International Operations
Our business could become increasingly susceptible to risks associated with international operations.
In the past, we acquired various businesses with substantial presence or clientele in multiple Latin American, European and Asian countries. Prior to these acquisitions, we otherwise had limited experience operating in markets outside of the U.S. Our inexperience in operating our business outside of the U.S. may increase the risk that the international businesses in which we are engaged will not be successful. In addition, conducting international operations subjects us to risks that we have not generally faced in the U.S. These risks include:
recruitment and maintenance of a sufficiently large and representative panel both globally and in certain countries;
difficulties and expenses associated with tailoring our products to local markets as may be required by local customers and joint industry committees or similar industry organizations;
difficulties in expanding the adoption of our server- or census-based web beacon data collection in international countries or obtaining access to other necessary data sources;
differences in customer buying behaviors;
the complexities and expense of complying with a wide variety of foreign laws and regulations, including the GDPR, LGPD, other privacy and data protection laws and regulations, and foreign anti-corruption laws, as well as the U.S. Foreign Corrupt Practices Act;
difficulties in staffing and managing international operations, including complex and costly hiring, disciplinary, and termination requirements;
the complexities of foreign value-added taxes and the repatriation of earnings, particularly following the enactment of the TCJA;
reduced or varied protection for intellectual property rights in some countries;
political, social and economic instability abroad, terrorist attacks and security concerns;
fluctuations in currency exchange rates; and
increased accounting and reporting burdens and complexities.
Additionally, operating in international markets requires significant additional management attention and financial resources. We cannot be certain that the investments and additional resources required to establish and maintain operations in other countries will hold their value or produce desired levels of revenues or profitability. We cannot be certain that we will be able to comply with laws, rules, regulations or local guidelines to maintain and increase the size of the user panels that we currently have in various countries, that we will be able to recruit a representative sample for our audience measurement products or that we will be able to enter into arrangements with a sufficient number of website and mobile app content providers, and/or television operators to allow us to collect information for inclusion in our products. In addition, there can be no assurance that internet usage and e-commerce will continue to grow in international markets. In addition, governmental authorities in various countries have different views regarding regulatory oversight of the internet, data protection and consumer privacy.
The impact of these risks could negatively affect our international business and, consequently, our financial condition and results of operations.
Export controls and economic and trade sanctions laws could impair our ability to compete in international markets and subject us to liability if we are not in full compliance with applicable laws.

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Our business activities include the collection of survey data from panelists around the world, and such activities are subject to various restrictions under U.S. export controls and economic and trade sanctions laws, including the U.S. Commerce Department’s Export Administration Regulations and sanctions administered by the U.S. Treasury Department’s Office of Foreign Assets Control (OFAC). If we fail to comply with these laws and regulations, we could be subject to civil or criminal penalties and reputational harm.
Although we take precautions to prevent the collection of survey data from panelists in embargoed countries that are subject to export controls and economic and trade sanctions under these laws and regulations, we have collected such data in the past, and there is a risk that we could collect such data in the future despite such precautions. We have implemented a number of additional screening and other measures designed to prevent such transactions with embargoed countries and other U.S. sanctions targets. Changes in the list of embargoed countries and regions or prohibited persons may require us to modify these procedures in order to comply with governmental regulations. Our failure to screen potential panelists properly could result in negative consequences to us, including government investigations, penalties and reputational harm, any of which could materially and adversely affect our business, financial condition or results of operations.
Changes in foreign currencies could have a significant effect on our operating results.
We operate in several countries in Latin America, Europe and Asia. A portion of our revenues and expenses from business operations in foreign countries are derived from transactions denominated in currencies other than the functional currency of our operations in those countries. As such, we have exposure to adverse changes in exchange rates associated with revenues and operating expenses of our foreign operations, but we do not currently enter into any hedging instruments that hedge foreign currency exchange rate risk. If we grow our international operations, or acquire companies with established business in international regions, our exposure to foreign currency risk could become more significant.
The UK's decision to withdraw from the EU, commonly known as Brexit, and the risk that other countries may follow suit could adversely affect our business.
The British government began negotiating the terms of Brexit with the EU in 2017. Although certain separation issues have been resolved, there is still significant uncertainty with respect to the terms of the future relationship between the EU and the UK. Given the status of Brexit at this time, we are unable to predict the impact that it may have on our business. Among other things, we could experience lower growth in the region, increased foreign currency risk, greater restrictions on business with UK customers and data providers, and increased regulatory complexity. Brexit has also created uncertainty with regard to the regulation of data protection in the UK and data transfers to and from the UK. A change in such regulations, or other regulations, could increase our costs of doing business, or in some cases our ability to do business, and adversely impact our operations and financial results. There is also a risk that other countries may decide to leave the EU. We cannot predict the impact that any additional countries leaving the EU may have on our business, but any such impact could adversely affect us.
Risks Related to Our Capital Structure and Financings
Restrictive covenants in the agreements governing our current and future indebtedness could restrict our operating flexibility.
The agreements governing our existing debt, and debt we may incur in the future, contain, or may contain, affirmative and negative covenants that materially limit our ability to take certain actions, including our ability to incur debt, pay dividends and repurchase stock, make certain investments and other payments, enter into certain mergers and consolidations, and encumber and dispose of assets. Our Notes also require us to maintain certain minimum cash balances, which may restrict our ability to invest in our business or may require us to invest less than we otherwise would. The minimum cash balance requirement under the Notes is scheduled to increase from $20.0 million to $40.0 million on the earlier of August 9, 2019 or the date we file our Form 10-Q for the quarter ending June 30, 2019, subject to certain limitations.
We may require additional capital to support our business, and this capital may not be available on acceptable terms or at all.
We intend to continue to make investments to support our business growth and may require additional funds to respond to business challenges, including the need to develop new products or enhance our existing products, enhance our operating infrastructure and acquire complementary businesses and technologies.
Accordingly, we may need to engage in equity or debt financings to secure additional funds. If we raise additional funds through further issuances of equity or convertible debt securities, our existing stockholders could suffer significant dilution, and any new securities we issue could have rights, preferences and privileges superior to those of holders of our Common Stock. Any financing secured by us in the future could include restrictive covenants relating to our capital raising activities and other financial and operational matters, which may make it more difficult for us to obtain additional capital and to pursue business opportunities, including potential acquisitions.

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In addition, due to the delayed filing of our periodic reports with the SEC, we are not currently eligible to use a registration statement on Form S-3 to register the offer and sale of securities, which could delay potential financings. As a result, we may not be able to obtain additional financing within a timetable, or on terms, favorable to us or at all. Our limited reporting and trading history following the relisting of our Common Stock on Nasdaq may also delay our ability to obtain additional financing.
Capital and credit market conditions, adverse events affecting our business or industry, the tightening of lending standards, rising interest rates, negative actions by regulatory authorities or rating agencies, or other factors also could negatively impact our ability to obtain future financing or to refinance our outstanding indebtedness on terms acceptable to us or at all. If we are unable to obtain adequate financing or financing on terms satisfactory to us when we require it, our ability to support our business growth and to respond to business challenges could be significantly limited. In addition, the terms of any additional equity or debt issuances may adversely affect the value and price of our Common Stock, our results of operations, financial condition and cash flows.
The interest rate reset feature of our Notes subjects us to interest rate risk, which has caused our debt service obligations to increase in 2019 and may continue to result in increased interest charges in future years.
We are subject to interest rate risk as a result of the interest rate reset feature of our $204.0 million aggregate principal amount of Notes outstanding. The interest rate on our Notes is currently 12.0% per year (increased from 6.0% per year effective January 30, 2019) and resets at each of January 30, 2020 and February 1, 2021 (each an "Interest Reset Date"), based on the then-applicable conversion premium, which is calculated by dividing the conversion price of the Notes (set at $31.29 per share) by the arithmetic average of the volume-weighted average trading prices of our Common Stock on each of the ten consecutive trading days immediately preceding the applicable Interest Reset Date. Generally, as the conversion premium increases, the interest rate increases, and as the conversion premium decreases, the interest rate decreases. We have the ability, subject to certain conditions, to pay interest on the Notes through the issuance of additional shares of Common Stock ("PIK Interest Shares") rather than cash. If we elect to pay increased interest on the Notes in cash, our cash flow will be negatively affected, which could have a material and adverse effect on our liquidity and financial condition. If we elect to pay interest on the Notes in PIK Interest Shares, our existing stockholders could suffer significant dilution.
Based on the $204.0 million aggregate principal amount of Notes outstanding, each 1.0% increase in the interest rate on the Notes increases our annual interest expense by $2.0 million. The current interest rate of 12.0% is expected to result in an approximately $12.2 million increase in interest expense from January 30, 2019 through the next Interest Reset Date and, assuming that the interest rate remains at 12.0% for each future Interest Reset Date, approximately $37.8 million through the maturity date of the Notes, which is January 16, 2022. We are unable to forecast with any certainty the conversion premium as of any future Interest Reset Date and as a result, there can be no assurances that the interest rate on the Notes will decrease in future years.
The issuance of shares of Common Stock upon conversion of, or payment of interest on, our Notes and the exercise of warrants to purchase our Common Stock could substantially dilute your investment and could impede our ability to obtain additional financing.
Our Notes are convertible into, and our warrants are exercisable for, shares of our Common Stock and give the holders thereof an opportunity to profit from a rise in the market price of our Common Stock such that conversion or exercise thereof will result in dilution of the equity interests of our stockholders. Further, the issuance of shares of our Common Stock, at our election, in lieu of cash, in payment of interest on the Notes, would result in dilution of the equity interests of our other stockholders. We have no control over whether the holders of Notes and warrants will exercise their right, in whole or in part, to convert their Notes or exercise their warrants. For these reasons, we are unable to forecast or predict with any certainty the total number of shares of Common Stock that may be issued under the Notes and warrants. The existence and potentially dilutive impact of the Notes and our warrants may prevent us from obtaining additional financing in the future on acceptable terms, or at all.
The terms of our Notes, our warrants and our registration rights agreement with certain investors could impede our ability to enter into corporate transactions or obtain additional financing and could result in our paying premiums or penalties to the holders of the Notes and warrants.
The terms of our Notes and our warrants require us, upon the consummation of any “Fundamental Transaction” (as defined in the Notes), to cause any successor entity resulting from such Fundamental Transaction to assume all of our obligations under the Notes and warrants and the associated transaction documents. Further, the terms of the Notes and the warrants could impede our ability to enter into certain transactions or obtain additional financing in the future.
The Notes and the warrants require us to deliver the number of shares of our Common Stock issuable upon conversion or exercise within a specified time period. If we are unable to deliver the shares of Common Stock within the timeframe required, we may be obligated to reimburse the holders for the cost of purchasing the shares of our Common Stock in the open market or pay them the profit they would have realized upon the conversion or exercise and sale of such shares.

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Our registration rights agreement with Starboard provides that in the event that the registration statement required to be filed under the Starboard registration rights agreement ceases to be effective and available to the selling stockholders party thereto under certain circumstances, we must pay to the selling stockholders on the 121st day after the occurrence of each such event and on every 30th day thereafter until the applicable event is cured, an amount equal to 1.0% of the Conversion Amount (as defined in the Notes), subject to a maximum of 3.0% of the aggregate principal amount outstanding under the Notes for any 30-day period.
The payments we may be obligated to make to the holders of the Notes and our warrants described above may adversely affect our financial condition, liquidity and results of operations.
We may be obligated to redeem our Notes at a premium upon the occurrence of an Event of Default (as defined in the Notes) or a Change of Control (as defined in the Notes).
If we fail to comply with the various covenants in our Notes, including the financial covenants, we could be in default. Upon an Event of Default under the Notes, we could be required to redeem the Notes at a premium. In addition, upon the occurrence of specific kinds of Change of Control events, we will be required to offer to redeem the Notes at a premium as set out in the Notes.
In either event, the source of funds for any such redemption would be our available cash or, possibly, other financing. We may not be able to redeem the Notes pursuant to the terms thereof because we may not have the financial resources to do so, and no assurances can be provided as to our ability to obtain other requisite financing in amounts, or at times, as may be needed. Our failure to repurchase the Notes upon a Change of Control in accordance with the terms thereof would also result in an Event of Default under the Notes. In the event the holders of the Notes exercised their rights thereunder and we were unable to redeem the Notes, it could have important consequences including, potentially, forcing us into bankruptcy or liquidation.
Risks Related to the Securities Markets and Ownership of Our Common Stock
The trading price of our Common Stock may be subject to significant fluctuations and volatility, and our stockholders may be unable to resell their shares at a profit.
The stock markets, in general, and the markets for technology stocks in particular, have experienced high levels of volatility. The market for technology stocks has been extremely volatile and frequently reaches levels that bear no relationship to the past or present operating performance of those companies. These broad market fluctuations may adversely affect the trading price of our Common Stock. In addition, our Common Stock has been subject to low trading volumes and significant fluctuations in price, even following our relisting on Nasdaq, and may continue to experience fluctuations or declines.
The price of our Common Stock in the market may be higher or lower, depending on many factors, some of which are beyond our control and may not be related to our operating performance. It is possible that, in future quarters, our operating results may be below the expectations of analysts or investors. As a result of these and other factors, the price of our Common Stock may decline, possibly materially. These fluctuations could cause an investor to lose all or part of their investment in our Common Stock.
The Company's outstanding securities, the stock or securities that we may become obligated to issue under existing or future agreements, and certain provisions of those securities, may cause immediate and substantial dilution to our existing stockholders.
Our existing stockholders may experience substantial dilution as a result of our obligations to issue shares of Common Stock. 
The total principal amount of convertible notes held by Starboard as of December 31, 2018 was $204.0 million. The Notes are convertible, at the option of Starboard, into shares of Common Stock at a conversion price of $31.29 per share. Interest on the Notes is payable, at our option, in cash or through the issuance of PIK Interest Shares. Any PIK Interest Shares so issued would be valued at the arithmetic average of the volume-weighted average trading prices of our Common Stock on each trading day during the ten consecutive trading days ending immediately preceding the applicable interest payment date. Pursuant to the agreements, we also granted Starboard warrants to purchase 250,000 shares of Common Stock.
In addition, we have the right to conduct a rights offering (the “Rights Offering”) for up to $150.0 million in senior secured convertible notes (the “Rights Offering Notes”).  The Rights Offering Notes would be substantially similar to the Notes, except with respect to, among other things, the conversion price thereof, which would be equal to 130% of the closing price of our Common Stock on the last trading day immediately prior to the commencement of the Rights Offering (subject to a conversion price floor of $28.00 per share).  Interest on the Rights Offering Notes would also be payable, at our option, in cash or through the issuance of PIK Interest Shares.
As of December 31, 2018, 1,132,163 shares of Common Stock were reserved for issuance pursuant to outstanding stock options and stock appreciation rights under our equity incentive plans, 1,466,135 shares of Common Stock were reserved for issuance pursuant to outstanding restricted stock unit awards under our equity incentive plans, and 6,585,928 shares of Common Stock were available for future equity awards under our 2018 Equity and Incentive Compensation Plan.

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The issuance of shares of Common Stock (i) upon the conversion of the Notes or the Rights Offering Notes (if issued), (ii) as payment-in-kind of interest on any such notes through the issuance of PIK Interest Shares, (iii) upon the exercise of warrants, (iv) pursuant to outstanding and future equity awards, or (v) upon the conversion of other existing or future convertible securities, may result in substantial dilution to each of our stockholders by reducing that stockholder’s percentage ownership of our outstanding Common Stock. 
Provisions in our certificate of incorporation, bylaws and under Delaware law might discourage, delay or prevent a change of control of our company or changes in our management and, therefore, depress the trading price of our Common Stock.
Our certificate of incorporation and bylaws contain provisions that could depress the trading price of our Common Stock by acting to discourage, delay or prevent a change of control of our company or changes in our management that the stockholders of our company may deem advantageous.
These provisions:
provide for a classified board of directors so that not all members of our Board are elected at one time;
authorize "blank check" preferred stock that our Board could issue to increase the number of outstanding shares to discourage a takeover attempt;
prohibit stockholder action by written consent, which means that all stockholder actions must be taken at a meeting of our stockholders;
prohibit stockholders from calling a special meeting of our stockholders;
provide that the Board is expressly authorized to make, alter or repeal our bylaws; and
provide for advance notice requirements for nominations for elections to our Board or for proposing matters that can be acted upon by stockholders at stockholder meetings.
In addition, we are subject to Section 203 of the Delaware General Corporation Law, which prohibits a Delaware corporation from engaging in any of a broad range of business combinations with any “interested” stockholder for a period of three years following the date on which the stockholder became an “interested” stockholder and which may discourage, delay or prevent a change of control of our company.
Shareholder activists could cause a disruption to our business.
We have been and may in the future be subject to legal and business challenges in the operation of our company due to actions instituted by activist shareholders or others, such as shareholder proposals, media campaigns, proxy contests and other such actions. Responding to proxy contests or such other actions has been and could continue to be costly and time-consuming, disrupt our operations and divert the attention of our Board and senior management from the pursuit of business strategies, which could adversely affect our results of operations and financial condition. Additionally, perceived uncertainties as to our future direction as a result of shareholder activism or potential changes to the composition of our Board may lead to the perception of a change in the direction of the business, loss of potential business opportunities, instability or lack of continuity. This may be exploited by our competitors, cause concern to our current or potential customers, and make it more difficult to attract and retain qualified personnel. In addition, actions of activist shareholders may cause significant fluctuations in our stock price based on temporary or speculative market perceptions or other factors that do not necessarily reflect the underlying fundamentals and prospects of our business.

ITEM 1B.
UNRESOLVED STAFF COMMENTS
None.
ITEM 2.
PROPERTIES
Our corporate headquarters is located in Reston, Virginia, where we occupy approximately 111,000 square feet of office space. On May 30, 2018, we amended our corporate headquarters lease to reduce the space occupied to approximately 84,000 square feet effective May 2019 and extend the lease term through July 31, 2027. We also lease space in various locations throughout North America, South America, Europe, and Asia Pacific for sales and other personnel. If we require additional space, we believe that we would be able to obtain such space on commercially reasonable terms.
Our other material locations, all of which are leased under operating leases, include the following:
Portland, Oregon
New York, New York

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Chicago, Illinois
Amsterdam, Netherlands
As of December 31, 2018, we lease facilities in 44 locations worldwide, including approximately 36,000 square feet of subleased space in four properties.
For additional information regarding our obligations under operating leases, refer to Footnote 10, Commitments and Contingencies of the Notes to Consolidated Financial Statements.

ITEM 3.
LEGAL PROCEEDINGS

For a discussion of material legal proceedings in which we are involved, please refer to Footnote 10, Commitments and Contingencies of the Notes to Consolidated Financial Statements included in Part II, Item 8 of this 10-K, which is incorporated herein by reference.

ITEM 4.
MINE SAFETY DISCLOSURES
Not applicable.


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PART II
 
ITEM 5.
MARKET FOR REGISTRANT’S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIES
PRICE RANGE OF COMMON STOCK
As a result of our delay in filing our periodic reports with the SEC, our Common Stock was suspended from trading on The Nasdaq Global Select Market ("Nasdaq") on February 8, 2017 and delisted effective May 30, 2017. Following the suspension of trading, our Common Stock was trading on the OTC Pink Tier under the symbol "SCOR." On May 30, 2018, The Nasdaq Stock Market LLC approved our application for relisting on Nasdaq and our common stock began trading on Nasdaq effective June 1, 2018 under the symbol "SCOR". The following table sets forth, for the periods indicated, the high and low sales prices and bid quotations of our Common Stock as reported by Nasdaq and the OTC Pink Tier, as applicable. The OTC Pink Tier quotations reflect inter-dealer prices, without retail mark-up, mark down or commission and may not represent actual transactions.
 
 
2018
 
2017
Fiscal Period
 
High
 
Low
 
High
 
Low
First Quarter
 
$29.10
 
$21.00
 
$33.99
 
$20.81
Second Quarter
 
$25.38
 
$19.65
 
$27.25
 
$21.60
Third Quarter
 
$22.65
 
$18.04
 
$30.40
 
$26.00
Fourth Quarter
 
$18.67
 
$13.19
 
$31.00
 
$27.25
HOLDERS
As of February 25, 2019, there were 99 stockholders of record of our Common Stock, although we believe that there are a significantly larger number of beneficial owners of our Common Stock. We derived the number of stockholders by reviewing the listing of outstanding Common Stock recorded by our transfer agent as of February 25, 2019. 
STOCK PERFORMANCE GRAPH
The following graph compares the cumulative total stockholder return on our Common Stock between December 31, 2013 and December 31, 2018 to the cumulative total returns of the Nasdaq Composite Index, the S&P MidCap 400 Index and the Nasdaq Computer Index over the same period. This graph assumes the investment of $100 at the closing price of the markets on December 31, 2013 in our Common Stock, the Nasdaq Composite Index, the S&P MidCap 400 Index and the Nasdaq Computer Index, and assumes the reinvestment of dividends, if any. The comparisons shown in the following graph are based upon historical data. We caution that the stock price performance shown in the graph below is not necessarily indicative of, nor is it intended to forecast, the potential future performance of our Common Stock.

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COMPARISON OF CUMULATIVE TOTAL RETURN*
among comScore, Inc., The Nasdaq Composite Index, The S&P MidCap 400 Index
and The Nasdaq Computer Index
 

comscorestockgraph201810ka02.jpg

________________
*
$100 invested upon market close of The Nasdaq Global Select Market on December 31, 2013, including reinvestment of dividends.
The preceding Stock Performance Graph is not deemed filed with the SEC and shall not be incorporated by reference in any of our filings under the Securities Act of 1933, as amended, or the Exchange Act, as amended whether made before or after the date hereof and irrespective of any general incorporation language in any such securities filing.
EQUITY COMPENSATION PLANS
Our stockholders approved the 2018 Equity and Incentive Compensation Plan ("2018 Plan") at our 2018 Annual Meeting of Stockholders. Under the 2018 Plan, we may grant option rights, appreciation rights, restricted stock awards, restricted stock units, performance shares and performance units up to 10,650,000 shares of Common Stock. The aggregate number of shares of Common Stock available will be reduced by: (i) one share of Common Stock for every one share of Common Stock subject to an award of option rights or appreciation rights granted under the 2018 Plan and (ii) two shares of Common Stock for every one share of Common Stock subject to an award other than option rights or appreciation rights granted under the 2018 Plan. If any award granted under the 2018 Plan (in whole or in part) is canceled or forfeited, expires, is settled in cash, or is unearned, the shares of Common Stock subject to such award will, to the extent of such cancellation, forfeiture, expiration, cash settlement, or unearned amount, again be available at a rate of one share of Common Stock for every one share of Common Stock subject to awards of option rights or appreciation rights and two shares of Common Stock for every one share of Common Stock subject to awards other than of option rights or appreciation rights. Additionally, if, after December 31, 2017, any shares of Common Stock subject to an award granted under our 2007 Equity Incentive Plan (the "2007 Plan") are forfeited, or an award granted under the 2007 Plan (in whole or in part) is canceled or forfeited, expires, is settled in cash, or is unearned, the shares of Common Stock subject to such award will, to the extent of such cancellation, forfeiture, expiration, cash settlement, or unearned amount, be available for awards under the 2018 Plan at a rate of one share for every one share subject to such award. We registered the securities issuable under the 2018 Plan with the SEC on June 1, 2018.
UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS
Unregistered Sales of Equity Securities during the Year Ended December 31, 2018
The information required by Item 701 of Regulation S-K was previously included in Quarterly Reports on Form 10-Q filed on May 10, August 10, and November 9, 2018 and Current Reports on Form 8-K filed on January 16, May 18, June 13, August 9, October 12, and November 13, 2018.

Use of Proceeds from Sale of Registered Equity Securities
None.
PURCHASES OF EQUITY SECURITIES BY THE ISSUER AND AFFILIATED PURCHASERS
None.


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ITEM 6.
SELECTED FINANCIAL DATA
The selected Consolidated Statement of Operations data and Consolidated Balance Sheets data displayed below is derived from our audited Consolidated Financial Statements for the four-year period ended December 31, 2018. The selected financial data as of and for the year ended December 31, 2014 is unaudited, was derived from our unaudited Consolidated Financial Statements, which were prepared on the same basis as our audited Consolidated Financial Statements, and reflects the impact of adjustments to, or restatement of, our previously filed financial information. The selected financial data set forth below is not necessarily indicative of results of future operations, and should be read in conjunction with Item 7, Management’s Discussion and Analysis of Financial Condition and Results of Operations, and the Consolidated Financial Statements and related Notes thereto included in this 10-K under the caption Item 8, Financial Statements and Supplementary Data.
 
 
Years Ended December 31,
(In thousands, except share and per share data)
 
2018
 
2017
 
2016 (1)
 
2015
 
2014
(Unaudited)
Consolidated Statement
of Operations and Comprehensive
Loss Data:
 
 
 
 
 
 
 
 
Revenues (2)
 
$
419,482

 
$
403,549

 
$
399,460

 
$
270,803

 
$
304,275

Total expenses from operations
 
558,418

 
699,052

 
531,302

 
345,898

 
327,750

Loss from operations
 
(138,936
)
 
(295,503
)
 
(131,842
)
 
(75,095
)
 
(23,475
)
Non-operating (expenses) income, net
 
(16,626
)
 
11,393

 
10,662

 
(2,643
)
 
(504
)
Income tax (provision) benefit
 
(3,706
)
 
2,717

 
4,007

 
(484
)
 
(4,794
)
Net loss
 
$
(159,268
)
 
$
(281,393
)
 
$
(117,173
)
 
$
(78,222
)
 
$
(28,773
)
Net loss per common share:
 
 
 
 
 
 
 
 
 
 
Basic and diluted
 
$
(2.76
)
 
$
(4.90
)
 
$
(2.10
)
 
$
(2.07
)
 
$
(0.85
)
Weighted-average number of shares used in per share calculations - Common Stock:
 
 
 
 
Basic and diluted
 
57,700,603

 
57,485,755

 
55,728,090

 
37,879,091

 
33,689,660

(1) Due to the Rentrak merger in January 2016, 2016 results include 11 months of activity as compared to full year's results in the consecutive years. Refer to Footnote 3, Business Combinations and Acquisitions.
(2) As discussed in Footnote 2, Summary of Significant Accounting Policies, revenue for the years ended December 31, 2014, 2015, 2016, and 2017 is not comparable to revenue for the year ended December 31, 2018 due to our adoption of Accounting Standards Codification 606, Revenue from Contracts with Customers ("ASC 606" or "Topic 606").

 
 
As of December 31,
(In thousands)
 
2018
 
2017
 
2016(1)
 
2015 (2)
(Unaudited)
 
2014
(Unaudited)
Consolidated Balance Sheets Data:
 
 
 
 
 
 
 
 
 
 
Cash, cash equivalents, restricted cash and marketable securities
 
$
50,198

 
$
45,125

 
$
116,753

 
$
146,986

 
$
43,015

Total current assets
 
145,779

 
179,554

 
232,433

 
247,263

 
148,245

Total assets
 
954,143

 
1,022,439

 
1,120,792

 
446,196

 
315,344

Capital lease obligations and software license arrangements, current and long-term (3)
 
5,417

 
13,162

 
28,578

 
32,299

 
26,428

Senior secured convertible notes (4)
 
177,342

 

 

 

 

Financing derivatives (4)
 
26,100

 

 

 

 

Total liabilities
 
402,576

 
365,947

 
215,939

 
184,018

 
182,612

Stockholders’ equity
 
551,567

 
656,492

 
904,853

 
262,178

 
132,732

(1) As discussed in Footnote 3, Business Combinations and Acquisitions, we completed the Rentrak merger in January 2016.
(2) The financial data as of December 31, 2015 is adjusted from our unaudited financial information for the year ended December 31, 2015 previously included as an exhibit to our Current Report on Form 8-K furnished on February 17, 2016. Our audited Consolidated Financial Statements for the year ended December 31, 2015, were not previously issued or filed.
(3) Amounts for December 31, 2018, 2017, and 2016 include software license obligations in the amount of $1.8 million, $4.8 million, and $7.7 million respectively. Amounts for 2015 and 2014 include capital lease obligations only.
(4) We entered into new financing arrangements in 2018. Refer to Footnote 5, Long-term Debt, for additional details.

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ITEM 7.  MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our Consolidated Financial Statements and the related Notes to Consolidated Financial Statements included in Part II, Item 8 of this Annual Report on Form 10-K, or 10-K. In addition to historical financial information, the following discussion and analysis contains forward-looking statements that involve risks, uncertainties and assumptions. Our actual results and timing of selected events in future periods may differ materially from those anticipated or implied in these forward-looking statements as a result of many factors, including those discussed under Item 1A, “Risk Factors," and elsewhere in this 10-K. See also "Cautionary Note Regarding Forward-Looking Statements" at the beginning of this 10-K.
Overview
We are a global information and analytics company that measures consumer audiences and advertising across media platforms. We create our products using a global data platform that combines information about content and advertising consumption on digital (smartphones, tablets and computers), TV and movie screens with demographics and other descriptive information. We have developed proprietary data science that enables measurement of person-level and household-level audiences, removing duplicated viewing across devices and over time. This combination of data and methods helps companies across the media ecosystem better understand and monetize their broad range of audiences and develop marketing plans and products to more efficiently and effectively reach those audiences. Our ability to unify behavioral and other descriptive data enables us to provide accredited audience ratings, advertising verification, and granular consumer segments that describe hundreds of millions of consumers. Our customers include buyers and sellers of advertising including digital publishers, television networks, content owners, advertisers, agencies and technology providers.
The platforms we measure include televisions, smartphones, computers, tablets, OTT devices and movie theaters, and the information we analyze crosses geographies, types of content and activities, including websites, mobile apps, video games, television and movie programming, e-commerce and advertising.
Results of Operations
The following table sets forth selected Consolidated Statements of Operations and Comprehensive Loss data as a percentage of revenues for each of the periods indicated.
 
 
Years Ended December 31,
 
 
2018
 
2017
 
2016
(In thousands)
 
Dollars
 
% of Revenue
 
Dollars
 
% of Revenue
 
Dollars
 
% of Revenue
Revenues (1)
 
$
419,482

 
100.0
 %
 
$
403,549

 
100.0
 %
 
$
399,460

 
100.0
 %
Cost of revenues
 
200,220

 
47.7
 %
 
193,605

 
48.0
 %
 
173,080

 
43.3
 %
Selling and marketing
 
108,395

 
25.8
 %
 
130,509

 
32.3
 %
 
126,311

 
31.6
 %
Research and development
 
76,979

 
18.4
 %
 
89,023

 
22.1
 %
 
86,975

 
21.8
 %
General and administrative
 
84,535

 
20.2
 %
 
74,651

 
18.5
 %
 
97,517

 
24.4
 %
Investigation and audit related
 
38,338

 
9.1
 %
 
83,398

 
20.7
 %
 
46,617

 
11.7
 %
Amortization of intangible assets
 
32,864

 
7.8
 %
 
34,823

 
8.6
 %
 
31,896

 
8.0
 %
Gain on asset dispositions
 

 

 

 

 
(33,457
)
 
(8.4
)%
Settlement of litigation, net
 
5,250

 
1.3
 %
 
82,533

 
20.5
 %
 
2,363

 
0.6
 %
Restructuring
 
11,837

 
2.8
 %
 
10,510

 
2.6
 %
 

 

Total expenses from operations
 
558,418

 
133.1
 %
 
699,052

 
173.2
 %
 
531,302

 
133.0
 %
Loss from operations
 
(138,936
)
 
(33.1
)%
 
(295,503
)
 
(73.2
)%
 
(131,842
)
 
(33.0
)%
Interest expense, net
 
(16,465
)
 
(3.9
)%
 
(661
)
 
(0.2
)%
 
(478
)
 
(0.1
)%
Other (expense) income, net
 
(1,464
)
 
(0.3
)%
 
15,205

 
3.8
 %
 
12,371

 
3.1
 %
Gain (loss) from foreign currency transactions
 
1,303

 
0.3
 %
 
(3,151
)
 
(0.8
)%
 
(1,231
)
 
(0.3
)%
Loss before income taxes
 
(155,562
)
 
(37.1
)%
 
(284,110
)
 
(70.4
)%
 
(121,180
)
 
(30.3
)%
Income tax (provision) benefit
 
(3,706
)
 
(0.9
)%
 
2,717

 
0.7
 %
 
4,007

 
1.0
 %
Net loss
 
$
(159,268
)
 
(38.0
)%
 
$
(281,393
)
 
(69.7
)%
 
$
(117,173
)
 
(29.3
)%

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(1) As discussed in Footnote 2, Summary of Significant Accounting Policies, revenues for the years ended December 31, 2017 and 2016 are not comparable to the year ended December 31, 2018 due to our adoption of Accounting Standards Codification 606, Revenue from Contracts with Customers ("ASC 606" or "Topic 606"). Refer to our reconciliation of as-reported revenue to compare the periods presented.
Revenues
Our products and services are organized around solution groups that address customer needs. We evaluate revenues around three solution groups:
Ratings and Planning provides measurement of the behavior and characteristics of audiences of content and advertising across TV and digital platforms including computers, tablets, smartphones, and other connected devices. These products and services are designed to help customers find the most relevant viewing audience, whether that viewing is linear, time shifted/recorded, online or on-demand.
Analytics and Optimization includes activation and survey-based products that provide end-to-end solutions for planning, optimization and evaluation of advertising campaigns and brand protection.
Movies Reporting and Analytics measures movie viewership and box office results by capturing movie ticket sales in real time or near real time and includes box office analytics, trend analysis and insights for movie studios and movie theater operators worldwide.  
We categorize our revenue along these solution groups; however, our cost structure is tracked at the corporate level and not by our solution groups. These costs include employee costs, operational overhead, data centers and our technology that supports multiple solution groups.
For a discussion of our change to these solution groups (from our previous four offerings) during 2018, refer to Item 2, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Quarterly Report on Form 10-Q for the period ended September 30, 2018.
Revenues for the years ended 2018 and 2017 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2018(1)
 
% of Revenue
 
2017
 
% of Revenue
 
$ Change
 
% Change
Ratings and Planning
$
285,355

 
68.0
%
 
$
278,081

 
68.9
%
 
$
7,274

 
2.6
%
Analytics and Optimization
92,380

 
22.0
%
 
86,765

 
21.5
%
 
5,615

 
6.5
%
Movies Reporting and Analytics
41,747

 
10.0
%
 
38,703

 
9.6
%
 
3,044

 
7.9
%
Total revenues
$
419,482

 
100.0
%
 
$
403,549

 
100.0
%
 
$
15,933

 
3.9
%
(1) As discussed in Footnote 2, Summary of Significant Accounting Policies, the revenue for the year ended December 31, 2017 is not comparable to the year ended December 31, 2018 due to our adoption of ASC 606. Refer to our reconciliation of as reported revenue to compare the periods presented.
Total revenues increased by $15.9 million, or 3.9%, for the year ended December 31, 2018 as compared to the year ended December 31, 2017, with increases across all three of our solution groups. Revenues for the year ended December 31, 2018 include $1.0 million related to adoption of ASC 606, primarily included in Analytics and Optimization.
Ratings and Planning revenue increased $7.3 million for the year ended December 31, 2018 as compared to the year ended December 31, 2017. The increase was primarily from our TV products, which made up 34% of Ratings and Planning revenue in 2018 compared to 27% in 2017, due to increases in existing customer contract values as well as the establishment of stand-alone selling price over certain distinct performance obligations in arrangements that include the purchase and sale of services. The increase also included approximately $2.8 million related to the delivery of cross-platform products in certain international markets. These increases were offset by lower revenue from our syndicated digital products, which decreased from 61% of Ratings and Planning revenue in 2017 to 55% in 2018, as these products continued to be negatively impacted by ongoing industry changes in ad buying and consolidation.
Analytics and Optimization revenue increased by $5.6 million for the year ended December 31, 2018 as compared to the year ended December 31, 2017. Revenue increased primarily due to increases in our emerging products, including Activation, which experienced significant growth, primarily in the latter part of 2018. This increase was partially offset by lower revenue from our digital custom marketing solutions products.
Movies Reporting and Analytics revenue increased by $3.0 million for the year ended December 31, 2018 as compared to the year ended December 31, 2017. Revenue increased as our global footprint remained strong and our products continued to result in higher contract pricing. As we continued to collect data from box office locations worldwide, our customers continued to expand and renew agreements.

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Revenues for the years ended 2017 and 2016 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2017
 
% of Revenue
 
2016
 
% of Revenue
 
$ Change
 
% Change
Ratings and Planning
$
278,081

 
68.9
%
 
$
280,837

 
70.3
%
 
$
(2,756
)
 
(1.0
)%
Analytics and Optimization
86,765

 
21.5
%
 
84,661

 
21.2
%
 
2,104

 
2.5
 %
Movies Reporting and Analytics
38,703

 
9.6
%
 
32,662

 
8.2
%
 
6,041

 
18.5
 %
Digital Analytix ("DAx")(1)

 

 
1,300

 
0.3
%
 
(1,300
)
 
(100.0
)%
Total revenues
$
403,549

 
100.0
%
 
$
399,460

 
100.0
%
 
$
4,089

 
1.0
 %
(1) On January 21, 2016, the sale of DAx was completed, and this revenue was excluded from our three solution groups.
Revenues increased by $4.1 million, or 1.0%, for the year ended December 31, 2017 as compared to the year ended December 31, 2016, with increases in our Analytics and Optimization and Movies Reporting and Analytics solution groups offset by a decrease in our Ratings and Planning solution group. On January 29, 2016, we completed the Rentrak merger, and as a result, our revenues for 2017 included a full year of Rentrak revenue versus 11 months in 2016, which was slightly offset by the inclusion of one month of DAx revenue in 2016.
Ratings and Planning revenue decreased $2.8 million in the year ended December 31, 2017 as compared to the year ended December 31, 2016. The decrease was primarily due to lower revenue from our syndicated digital products as these products continued to be negatively impacted by ongoing industry changes in ad buying and consolidation and declining vCE sales.
Analytics and Optimization revenue increased by $2.1 million for the year ended December 31, 2017 as compared to the year ended December 31, 2016. The increase was primarily attributable to Activation products, Branded Entertainment content, and our custom marketing solutions products.
Movies Reporting and Analytics revenue increased $6.0 million for the year ended December 31, 2017 as compared to the year ended December 31, 2016. In addition to having 12 months of revenue included in 2017, versus only 11 months in 2016, there was an increase in product pricing during 2017.
Revenues by Geographic Location
We generate the majority of our revenues from the sale and delivery of our products within the United States. For information with respect to our geographic markets, refer to Footnote 15, Geographic Information, of the Notes to Consolidated Financial Statements. Our chief operating decision maker (our CEO) does not evaluate the profit or loss from any separate geography.
We anticipate that revenues from our U.S. sales will continue to constitute a substantial and increasing portion of our revenues in future periods. We expect our international revenues to continue to decline as a percentage of our total revenues as a result of growth in our domestic product offerings.
WPP Related Party Revenue
We provide WPP and its affiliates, in the normal course of business, services relating to our different product lines and receive various services from WPP and its affiliates in supporting our data collection efforts. For the years ended 2018, 2017 and 2016, related party revenues with WPP and its affiliates were $11.6 million, $13.2 million and $9.7 million, respectively.

Cost of Revenues
Cost of revenues consists primarily of expenses related to operating our network infrastructure, producing our products, amortization of capitalized fulfillment costs and the recruitment, maintenance, and support of our consumer panels. Expenses associated with these areas include employee costs including salaries, benefits, stock-based compensation and other related personnel costs of network operations, survey operations, custom analytics and technical support, all of which are expensed as they are incurred. Cost of revenues also includes costs to obtain, process and cleanse our panel and census-based data used in our products as well as operational costs associated with our data centers, including depreciation expense associated with computer equipment and internally developed software that supports our panels and systems, allocated overhead, which is comprised of rent and other facilities related costs; and depreciation expense generated by general purpose equipment and software.

Cost of revenues for the years ended 2018 and 2017 are as follows:

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Years Ended December 31,
 
 
(In thousands)
2018
 
% of Revenue
 
2017
 
% of Revenue 
 
$ Change
 
% Change
Employee costs
$
57,490

 
13.7
%
 
$
63,143

 
15.6
%
 
$
(5,653
)
 
(9.0
)%
Data costs
53,248

 
12.7
%
 
40,324

 
10.0
%
 
12,924

 
32.1
 %
Systems and bandwidth costs
27,033

 
6.4
%
 
20,803

 
5.2
%
 
6,230

 
29.9
 %
Panel costs
22,670

 
5.4
%
 
23,966

 
5.9
%
 
(1,296
)
 
(5.4
)%
Rent and depreciation
12,753

 
3.0
%
 
17,479

 
4.3
%
 
(4,726
)
 
(27.0
)%
Technology licenses and maintenance
6,492

 
1.5
%
 
5,369

 
1.3
%
 
1,123

 
20.9
 %
Sample and survey costs
6,295

 
1.5
%
 
5,845

 
1.4
%
 
450

 
7.7
 %
Professional fees
5,470

 
1.3
%
 
6,053

 
1.5
%
 
(583
)
 
(9.6
)%
Royalties and resellers
3,389

 
0.8
%
 
3,271

 
0.8
%
 
118

 
3.6
 %
Other
5,380

 
1.3
%
 
7,352

 
1.8
%
 
(1,972
)
 
(26.8
)%
Total cost of revenues
$
200,220

 
47.7
%
 
$
193,605


48.0
%
 
$
6,615

 
3.4
 %

Cost of revenues increased by $6.6 million, or 3.4%, for the year ended December 31, 2018 as compared to the year ended December 31, 2017. The increase was largely attributable to increases in data and systems and bandwidth costs, offset by decreases in employee costs, rent and depreciation, panel costs, and other costs.
Data costs increased $12.9 million primarily due to costs associated with the acquisition of data for distinct services provided under certain arrangements that include the purchase and sale of services and increases in our long-term contracts with multichannel video programming distributors ("MVPD"). We continued to invest in product solution offerings through the acquisition of additional TV data, as well as in our digital platform through the acquisition of additional mobile data during 2018. We believe this investment is necessary to support our products and expand our offerings. Systems and bandwidth costs increased $6.2 million primarily as a result of our ongoing technology transformation to reduce complexity, increase capacity and transition to a cloud-based environment from data centers.
These increases in expenses were offset by decreases in employee costs, rent and depreciation, and other costs. Employee costs declined $5.7 million, primarily due to the capitalization of payroll costs for internal-use software development in 2018 ($3.7 million) compared with no amounts capitalized in 2017. In addition, employee costs decreased due to reduced headcount and restructuring efforts as discussed in Footnote 17, Organizational Restructuring, offset by an increase in stock-based compensation expense. Rent and depreciation expense decreased $4.7 million due to assets fully depreciating in 2018. Other cost of revenues decreased $2.0 million primarily due to reduced activity under our DAx transition services agreement as related contracts wind down.
Cost of revenues for the years ended 2017 and 2016 are as follows:
 
Years Ended December 31,
 
 
(In thousands)
2017
 
% of Revenue
 
2016
 
% of Revenue 
 
$ Change
 
% Change
Employee costs
$
63,143

 
15.6
%
 
$
57,704

 
14.4
%
 
$
5,439

 
9.4
 %
Data costs
40,324

 
10.0
%
 
28,922

 
7.2
%
 
11,402

 
39.4
 %
Panel costs
23,966

 
5.9
%
 
20,091

 
5.0
%
 
3,875

 
19.3
 %
Systems and bandwidth costs
20,803

 
5.2
%
 
17,581

 
4.4
%
 
3,222

 
18.3
 %
Rent and depreciation
17,479

 
4.3
%
 
17,241

 
4.3
%
 
238

 
1.4
 %
Professional fees
6,053

 
1.5
%
 
6,207

 
1.6
%
 
(154
)
 
(2.5
)%
Sample and survey costs
5,845

 
1.4
%
 
5,334

 
1.3
%
 
511

 
9.6
 %
Technology licenses and maintenance
5,369

 
1.3
%
 
4,510

 
1.1
%
 
859

 
19.0
 %
Compete transition services

 

 
5,909

 
1.5
%
 
(5,909
)
 
(100.0
)%
Royalties and resellers
3,271

 
0.8
%
 
2,944

 
0.7
%
 
327

 
11.1
 %
Other
7,352

 
1.8
%
 
6,637

 
1.7
%
 
715

 
10.8
 %
Total cost of revenues
$
193,605

 
48.0
%
 
$
173,080

 
43.3
%
 
$
20,525

 
11.9
 %
Cost of revenues increased by $20.5 million, or 11.9%, for the year ended December 31, 2017 as compared to the year ended December 31, 2016. The increase in cost of revenues was largely attributable to increases in data cost from MVPDs, a higher

34

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number of employees, and additional panel and systems and bandwidth costs. During 2017, we invested in product solution offerings through the acquisition of additional TV data as well as purchasing additional mobile data and panels. These increases were offset by a reduction in expenses associated with engineering services provided by Compete pursuant to a transition services agreement.
Selling and Marketing
Selling and marketing expenses consist primarily of employee costs, including salaries, benefits, commissions, stock-based compensation and other related costs paid to our direct sales force as well as costs related to online and offline advertising, industry conferences, promotional materials, public relations, other sales and marketing programs and allocated overhead, which is comprised of rent and other facilities related costs, and depreciation expense generated by general purpose equipment and software. All selling and marketing costs are expensed as they are incurred. Commission plans are developed for our account managers with criteria and size of sales quotas that vary depending upon the individual’s role.
Selling and marketing expenses for the years ended 2018 and 2017 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2018
 
% of Revenue
 
2017
 
% of Revenue
 
$ Change
 
% Change
Employee costs
$
87,591

 
20.9
%
 
$
100,236

 
24.8
%
 
$
(12,645
)
 
(12.6
)%
Rent and depreciation
7,670

 
1.8
%
 
10,304

 
2.6
%
 
(2,634
)
 
(25.6
)%
Travel
4,780

 
1.1
%
 
6,926

 
1.7
%
 
(2,146
)
 
(31.0
)%
Professional fees
3,311

 
0.8
%
 
6,551

 
1.6
%
 
(3,240
)
 
(49.5
)%
Other
5,043

 
1.2
%
 
6,492

 
1.6
%
 
(1,449
)
 
(22.3
)%
Total selling and marketing expenses
$
108,395

 
25.8
%
 
$
130,509

 
32.3
%
 
$
(22,114
)
 
(16.9
)%
Selling and marketing expenses decreased by $22.1 million, or 16.9%, for the year ended December 31, 2018 as compared to the year ended December 31, 2017. The decrease was primarily the result of a decrease in employee costs, professional fees and rent and depreciation. Employee costs decreased $12.6 million, primarily due to reduced headcount and restructuring efforts as discussed in Footnote 17, Organizational Restructuring and lower sales commissions, offset by an increase in stock-based compensation. Rent and depreciation expense decreased $2.6 million due to assets fully depreciating in 2018. The decrease in professional fees of $3.2 million was mainly due to the decreased use of outside consultants in 2018 compared with 2017.
Selling and marketing expenses for the years ended 2017 and 2016 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2017
 
% of Revenue
 
2016
 
% of Revenue
 
$ Change
 
% Change
Employee costs
$
100,236

 
24.8
%
 
$
93,480

 
23.4
%
 
$
6,756

 
7.2
 %
Rent and depreciation
10,304

 
2.6
%
 
10,425

 
2.6
%
 
(121
)
 
(1.2
)%
Travel
6,926

 
1.7
%
 
7,555

 
1.9
%
 
(629
)
 
(8.3
)%
Professional fees
6,551

 
1.6
%
 
6,729

 
1.7
%
 
(178
)
 
(2.6
)%
Compete transition services

 

 
1,682

 
0.4
%
 
(1,682
)
 
(100.0
)%
Other
6,492

 
1.6
%
 
6,440

 
1.6
%
 
52

 
0.8
 %
Total selling and marketing expenses
$
130,509

 
32.3
%
 
$
126,311

 
31.6
%
 
$
4,198

 
3.3
 %
Selling and marketing expenses increased by $4.2 million, or 3.3%, for the year ended December 31, 2017 as compared to the year ended December 31, 2016. The increase in selling and marketing expenses was a result of an increase in employee costs that was largely attributable to increased headcount to support our global marketing needs. This increase was offset by a decrease associated with the Compete transition services agreement, and our reduction in outside professional fees.
Research and Development
Research and development expenses include new product development costs, consisting primarily of employee costs including salaries, benefits, stock-based compensation and other related costs for personnel associated with research and development activities, third-party expenses to develop new products and third-party data costs and allocated overhead, which is comprised of rent and other facilities related costs, and depreciation expense generated by general purpose equipment and software.

35

Table of Contents


Research and development expenses for the years ended 2018 and 2017 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2018
 
% of Revenue
 
2017
 
% of Revenue
 
$ Change
 
% Change
Employee costs
$
60,490

 
14.4
%
 
$
71,527

 
17.7
%
 
$
(11,037
)
 
(15.4
)%
Rent and depreciation
7,057

 
1.7
%
 
7,729

 
1.9
%
 
(672
)
 
(8.7
)%
Technology licenses and maintenance
5,057

 
1.2
%
 
4,736

 
1.2
%
 
321

 
6.8
 %
Professional fees
2,668

 
0.6
%
 
2,351

 
0.6
%
 
317

 
13.5
 %
Other
1,707

 
0.4
%
 
2,680

 
0.7
%
 
(973
)
 
(36.3
)%
Total research and development expenses
$
76,979

 
18.4
%
 
$
89,023

 
22.1
%
 
$
(12,044
)
 
(13.5
)%
Research and development expenses decreased by $12.0 million, or 13.5%, for the year ended December 31, 2018 as compared to the year ended December 31, 2017. The decrease was primarily attributable to lower employee costs due to the capitalization of $5.1 million of payroll costs for internal-use software development in 2018 compared with no amount capitalized in 2017. In addition, employee costs decreased due to reduced headcount and restructuring efforts as discussed in Footnote 17, Organizational Restructuring, offset by an increase in stock-based compensation.
Research and development expenses for the years ended 2017 and 2016 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2017
 
% of Revenue
 
2016
 
% of Revenue
 
$ Change
 
% Change
Employee costs
$
71,527

 
17.7
%
 
$
66,972

 
16.8
%
 
$
4,555

 
6.8
 %
Rent and depreciation
7,729

 
1.9
%
 
7,453

 
1.9
%
 
276

 
3.7
 %
Technology licenses and maintenance
4,736

 
1.2
%
 
3,792

 
0.9
%
 
944

 
24.9
 %
Professional fees
2,351

 
0.6
%
 
2,962

 
0.7
%
 
(611
)
 
(20.6
)%
Compete transition services

 

 
3,622

 
0.9
%
 
(3,622
)
 
(100.0
)%
Other
2,680

 
0.7
%
 
2,174

 
0.5
%
 
506

 
23.3
 %
Total research and development expenses
$
89,023

 
22.1
%
 
$
86,975

 
21.8
%
 
$
2,048

 
2.4
 %
Research and development expenses increased by $2.0 million, or 2.4%, for the year ended December 31, 2017 as compared to 2016. The increase was primarily attributable to increases in employee costs and technology costs as we increased focus on new product offerings. These increases were offset by a decrease in Compete transition services agreement expenses and a reduction in professional fees which were higher in 2016 due to the development of a platform following the acquisition of Compete assets. 
General and Administrative
General and administrative expenses consist primarily of employee costs including salaries, benefits, stock-based compensation and other related costs, and related expenses for executive management, finance, accounting, human capital, legal and other administrative functions, as well as professional fees, overhead, including allocated overhead, which is comprised of rent and other facilities related costs, and depreciation expense related to general purpose equipment and software, and expenses incurred for other general corporate purposes.
General and administrative expenses for the years ended 2018 and 2017 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2018
 
% of Revenue
 
2017
 
% of Revenue
 
$ Change
 
% Change
Employee costs
$
38,094

 
9.1
%
 
$
30,362

 
7.5
%
 
$
7,732

 
25.5
 %
Professional fees
21,528

 
5.1
%
 
17,383

 
4.3
%
 
4,145

 
23.8
 %
DAx transition services agreement
9,035

 
2.2
%
 
11,004

 
2.7
%
 
(1,969
)
 
(17.9
)%
Rent and depreciation
3,711

 
0.9
%
 
3,148

 
0.8
%
 
563

 
17.9
 %
Bad debt expense
966

 
0.2
%
 
983

 
0.2
%
 
(17
)
 
(1.7
)%
Other
11,201

 
2.7
%
 
11,771

 
2.9
%
 
(570
)
 
(4.8
)%
Total general and administrative expenses
$
84,535

 
20.2
%
 
$
74,651

 
18.5
%
 
$
9,884

 
13.2
 %

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General and administrative expenses increased by $9.9 million, or 13.2%, for the year ended December 31, 2018 as compared to the year ended December 31, 2017. Employee costs increased $7.7 million, primarily as a result of an increase in stock-based compensation expense of $6.7 million related to awards granted under our 2018 Equity and Incentive Compensation Plan, which was approved by our stockholders in May 2018. We did not grant any stock-based awards in 2017. Professional fees increased $4.1 million primarily due to our increased costs of audit, compliance and legal services. These increased costs were offset by a $2.0 million decrease in the DAx transition services agreement costs due to the wind down of contracts in 2018 compared with 2017.
General and administrative expenses for the years ended 2017 and 2016 are as follows:
 
Years Ended December 31,
 
 
 
 
(In thousands)
2017
 
% of Revenue
 
2016
 
% of Revenue
 
$ Change
 
% Change
Employee costs
$
30,362

 
7.5
%
 
$
47,265

 
11.8
%
 
$
(16,903
)
 
(35.8
)%
Professional fees
17,383

 
4.3
%
 
21,279

 
5.3
%
 
(3,896
)
 
(18.3
)%
DAx transition services agreement
11,004

 
2.7
%
 
12,395

 
3.1
%
 
(1,391
)
 
(11.2
)%
Rent and depreciation
3,148

 
0.8
%
 
3,595

 
0.9
%
 
(447
)
 
(12.4
)%
Office expenses
2,065

 
0.5
%
 
2,272

 
0.6
%
 
(207
)
 
(9.1
)%
Other
10,689

 
2.6
%
 
10,711

 
2.7
%
 
(22
)
 
(0.2
)%
Total general and administrative expenses
$
74,651

 
18.5
%
 
$
97,517

 
24.4
%
 
$
(22,866
)
 
(23.4
)%
General and administrative expenses decreased by $22.9 million, or 23.4%, for the year ended December 31, 2017 as compared to 2016, largely attributable to a decrease in employee costs. The decrease primarily resulted from a reduction in stock-based compensation expense, which was primarily attributable to the acceleration of equity awards held by certain Rentrak executives upon consummation of the merger during 2016. In addition, professional fees decreased from lower merger and integration costs and expenses associated with the DAx transition services agreement.

Investigation and Audit Related
Investigation and audit related expenses were $38.3 million, $83.4 million, and $46.6 million for the years ended December 31, 2018, 2017, and 2016, respectively. Investigation expenses include professional fees associated with legal and forensic accounting services rendered as part of the internal investigation described earlier. Audit related expenses consist of professional fees associated with accounting related consulting services and external auditor fees associated with the audit of our Consolidated Financial Statements for the prior years. Litigation related expenses include legal fees associated with various lawsuits or investigations, including those initiated either directly or indirectly as a result of the Audit Committee's investigation. We will continue incurring these costs during 2019 but expect them to be significantly lower than in 2018 as the financial statement aspects of these costs have ceased, leaving only ongoing legal costs.
Amortization of Intangible Assets
Amortization expense consists of charges related to the amortization of intangible assets associated with acquisitions, primarily our Rentrak merger in which we acquired $170.3 million definite-lived intangible assets.
Amortization of intangible assets decreased by $2.0 million, or 5.6%, for 2018 as compared to 2017 as a portion of these assets became fully amortized.
Amortization of intangible assets increased by $2.9 million, or 9.2%, for 2017 as compared to 2016 as we only incurred eleven months of amortization of these intangibles acquired in the Rentrak merger.
Gain on Asset Dispositions
During 2016, we sold our DAx business to Adobe and realized a gain on disposition of $33.5 million. There were no asset dispositions in 2018 or 2017.
Settlement of Litigation, Net
Settlement of litigation, net consists of losses from the settlement of various litigation matters. The $5.3 million net settlement of litigation expense for the year ended December 31, 2018 relates to the settlement and final resolution of the federal securities class action and the derivative actions. The $82.5 million net settlement of litigation expenses for the year ended December 31, 2017 primarily relates to the settlement of the federal securities class action litigation, derivative actions, and the Rentrak merger litigation.

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Settlement of litigation, net, increased $80.2 million for 2017 as compared to 2016. The increase in the net settlement of litigation expenses for 2017 primarily relates to the settlement of the federal securities class action litigation for which we had reserved a total of $110.0 million in accrued litigation settlements for the gross settlement amount and recorded $37.2 million in insurance recoverable on litigation settlements on our Consolidated Balance Sheets as of December 31, 2017.
Organizational Restructuring
In December 2017, we announced that we were implementing an organizational restructuring to reduce staffing levels by approximately 10% and exit certain geographic regions in order to enable us to decrease our global costs and more effectively align our resources to business priorities. The majority of the employees impacted by the restructuring exited in the fourth quarter of 2017 and the remainder exited in 2018.
During 2018, our Board of Directors authorized management to implement further reductions in headcount (less than 10%) and rationalize our portfolio of leased properties which resulted in the termination of one operating lease, the extension of the lease related to our headquarters, and the sublease of three operating leases of office space in various locations. In connection with the restructuring plans, we incurred expenses of $11.8 million for the year ended December 31, 2018, related to employee termination benefits, lease terminations and other direct costs compared with $10.5 million during 2017.
Interest Expense, Net
Interest expense, net, consists of interest income and interest expense. Interest income consists of interest earned from our cash and cash equivalent balances, marketable securities and imputed interest on the minimum commitment agreements entered into with WPP and its affiliates. Interest expense relates to interest on the Notes, our capital leases pursuant to several equipment loan and security agreements on financing of equipment, software and hardware purchases.
Interest expense, net, increased $15.8 million during 2018 to $16.5 million as compared to $0.7 million in 2017 as a result of the issuance of the Notes. The increase is comprised of $11.0 million of interest, $1.0 million of amortization of deferred financing costs and $4.8 million from the amortization of the discount on the Notes, offset by a decrease of $1.0 million in interest recognized on capital leases.
Interest expense, net, increased during 2017 as compared to 2016 as result of a decrease in interest income from a lower balance in marketable securities and lower imputed interest income on the minimum commitment agreements with WPP and its affiliates. The decrease in interest income was partially offset by lower interest expense from our capital lease agreements.
We expect our interest expense to increase in 2019 as a result of the interest rate reset feature on the Notes. For additional information, refer to Item 7A, Quantitative and Qualitative Disclosures About Market Risk. Interest is payable, at our option, in cash, or, subject to certain conditions, through the issuance by us of shares of Common Stock.
Other (Expense) Income, Net
Other (expense) income, net represents income and expenses incurred that are generally not recurring in nature or are not part of our normal operations.
Income from transition services represents Adobe Inc.'s ("Adobe") reimbursement of costs incurred under the DAx transition services agreement ("TSA") and are offset as expense in general and administrative expenses.

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The following is a summary of other (expense) income, net:
 
Years Ended December 31,
(In thousands)
2018
 
2017
 
2016
TSA income from the DAx disposition
$
9,029

 
$
11,080

 
$
12,395

Change in fair value of financing derivatives
(14,226
)
 

 

Gain on forgiveness of obligation

 
4,000

 

Other
3,733

 
125

 
(24
)
Total other (expense) income, net
$
(1,464
)
 
$
15,205

 
$
12,371

The shift to other expense, net of $1.5 million for the year ended December 31, 2018 from other income, net of $15.2 million for the year ended December 31, 2017 was driven primarily by the $14.2 million loss recorded as a result of changes in the fair value of the interest rate reset liability, notes option derivative liability, and change of control derivative liability in 2018. Additionally, we had a $2.1 million reduction of income related to the DAx transition services agreement due to the wind down of managed contracts, as well as debt forgiveness of $4.0 million in 2017. These decreases in other (expense) income, net were partially offset by a $1.4 million increase in 2018 due to a change in the fair value of equity securities and $2.0 million increase in patent income received in 2018.
The decrease in TSA income from the DAx disposition for the year ended December 31, 2018 compared to the year ended December 31, 2017 primarily relates to reduced activity in the third year of the TSA. On August 8, 2018, we signed an amendment with Adobe to extend the TSA for an additional two months (through March 21, 2019) and to obtain a license to certain software for a period of one year (through January 21, 2020). The decrease in 2017 compared to 2016 for the TSA income relates to reduced activity in the second year of the DAx transaction services agreement.
In September 2017, we and Adobe agreed to terminate the Strategic Partnership Agreement and Adobe released us from our remaining $4.0 million obligation. For the year ended December 31, 2017, the relief from the obligations is reflected in other (expense) income, net.
Gain (Loss) from Foreign Currency Transactions
Our foreign currency transactions are recorded as a result of fluctuations in the exchange rate between the transactional currency and the functional currency of foreign subsidiary transactions.
For the year ended December 31, 2018, gain from foreign currency transactions was $1.3 million. The 2018 gain was primarily related to fluctuations in the average U.S. Dollar to Euro, Canadian Dollar and Chilean Peso exchange rates. For 2017 and 2016, the loss from foreign currency transactions was $3.2 million and $1.2 million, respectively, and related to differences in the U.S. Dollar to Euro exchange rates.
(Provision) Benefit for Income Taxes
A valuation allowance has been established against our net U.S. federal and state deferred tax assets, and certain foreign jurisdictions deferred tax assets, including net operating loss carryforwards. As a result, our income tax position is primarily related to foreign tax activity and U.S. deferred taxes for tax deductible goodwill and other indefinite-lived liabilities.
During the years ended December 31, 2018, 2017, and 2016, we recorded an income tax (provision) benefit of $(3.7) million, $2.7 million, and $4.0 million, respectively, resulting in an effective tax rate of (2.4)%, 1.0%, and 3.3%, respectively. These effective tax rates differ from the U.S. federal statutory rate primarily due to the effects of certain permanent items, foreign tax rate differences, and increases in the valuation allowance against our domestic deferred tax assets. More specifically, included within the total tax expense is an unfavorable $19.0 million related to the increase in valuation allowance recorded against our deferred tax assets to offset the tax benefit of our operating losses in the U.S. and certain foreign jurisdictions. Income tax expense of $19.7 million has also been included for permanent differences in the book and tax treatment of certain stock-based compensation, limitations on the deductibility of certain executive compensation, nondeductible interest expense on debt instruments and associated derivatives, and other nondeductible expenses. These tax adjustments, along with state and local taxes and book losses in foreign jurisdictions where the income tax rate is substantially lower than the U.S. federal statutory rate, are the primary drivers of the annual effective income tax rate.
For the year ended December 31, 2018, we assessed the potential impact of TCJA provisions, including the reduction in the corporate tax rate from 35% to 21%, on our US deferred taxes and concluded that there was no material impact on our US deferred taxes.
We recognized an income tax benefit of $2.7 million during the year ended December 31, 2017 which is comprised of current tax expense of $0.5 million primarily related to foreign taxes and a deferred tax benefit of $3.2 million related to temporary differences

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between the tax treatment and financial reporting treatment for certain items. Included within the total tax benefit is an income tax benefit of $8.3 million related to the impact of the TCJA provisions on our U.S. deferred taxes, including the reduction in the corporate tax rate from 35% to 21% and a change in our valuation allowance assessment. Also included is income tax expense of $126.1 million related to the increase in valuation allowance recorded against our deferred tax assets to offset the tax benefit of our operating losses in the U.S. and certain foreign jurisdictions.
We recognized an income tax benefit of $4.0 million during the year ended 2016 which is comprised of a current tax benefit of $0.8 million related to federal and state taxes, current tax expense of $0.8 million related to foreign taxes, and a deferred tax benefit of $4.0 million related to temporary differences between the tax treatment and financial reporting treatment for certain items. Included within total tax benefit is income tax expense of $54.9 million related to the increase in valuation allowance recorded against our deferred tax assets, to offset the tax benefit of our operating losses in the U.S. and certain foreign jurisdictions.
Non-GAAP Financial Measures
To provide investors with additional information regarding our financial results, we are disclosing herein Adjusted EBITDA and non-GAAP net loss, each of which are non-GAAP financial measures used by our management to understand and evaluate our core operating performance and trends. We believe that these non-GAAP financial measures provide useful information to investors and others in understanding and evaluating our operating results, as they permit our investors to view our core business performance using the same metrics that management uses to evaluate our performance.
EBITDA is defined as GAAP net income (loss) plus or minus interest, taxes, depreciation and amortization of intangible assets. We define Adjusted EBITDA as EBITDA plus or minus stock-based compensation expense as well as other items and amounts that we view as not indicative of our core operating performance, specifically: charges for matters relating to the Audit Committee investigation, such as litigation and investigation-related costs, costs associated with tax projects, audits, consulting and other professional fees; other legal proceedings specified in the Notes; settlement of certain litigation; restructuring costs; and non-cash changes in the fair value of financing derivatives and investments in equity securities.
We define non-GAAP net loss as GAAP net income (loss) plus or minus stock-based compensation expense and amortization of intangible assets, as well as other items and amounts that we view as not indicative of our core operating performance, specifically: charges for matters relating to the Audit Committee investigation, such as litigation and investigation-related costs, costs associated with tax projects, audits, consulting and other professional fees; other legal proceedings specified in the Notes; settlement of certain litigation; restructuring costs; and non-cash changes in the fair value of financing derivatives and investments in equity securities. We changed our definition of non-GAAP net loss in 2018 to adjust for amortization of intangible assets, a change that is intended to better reflect our core operating performance.
Our use of these non-GAAP financial measures has limitations as an analytical tool, and investors should not consider these measures in isolation or as a substitute for analysis of our results as reported under GAAP. The limitations of such non-GAAP measures include the following:
Adjusted EBITDA does not reflect tax or interest payments that represent a reduction in cash available to us;
Depreciation and amortization are non-cash charges and the assets being depreciated may have to be replaced in the future. Adjusted EBITDA does not reflect cash capital expenditure requirements for such replacements or for new capital expenditure requirements;
Adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs;
Adjusted EBITDA and non-GAAP net loss do not reflect cash payments relating to litigation and the Audit Committee investigation, such as litigation and investigation-related costs, costs associated with tax projects, restructuring costs, audits and other professional, consulting or other fees incurred in connection with our prior-year audits and certain legal proceedings, all of which represent a reduction in cash available to us;
Adjusted EBITDA and non-GAAP net loss do not consider the impact of stock-based compensation and similar arrangements;
Adjusted EBITDA and non-GAAP net loss do not consider amortization of intangible assets;
Adjusted EBITDA and non-GAAP net loss do not consider possible cash gains or losses related to our financing derivatives or investment in equity securities; and
Other companies, including companies in our industry, may calculate any of these non-GAAP financial measures differently, which reduces their usefulness as comparative measures.
Because of these and other limitations, you should consider Adjusted EBITDA and non-GAAP net loss alongside GAAP-based financial performance measures, including GAAP revenue and various cash flow metrics, net income (loss) and our other GAAP financial results. Management addresses the inherent limitations associated with using non-GAAP financial measures through disclosure of such limitations, presentation of our financial statements in accordance with GAAP and a reconciliation of Non-GAAP revenue, Adjusted EBITDA and non-GAAP net loss to the most directly comparable GAAP measures, GAAP revenue

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and net loss, respectively. Consolidated EBITDA, as defined for purposes of the Notes, was the same as Adjusted EBITDA as presented below.

The following table presents a reconciliation of net loss (GAAP) to Adjusted EBITDA for each of the periods identified:
 
Years Ended December 31,
(In thousands)
2018

2017

2016
Net loss (GAAP)
$
(159,268
)

$
(281,393
)

$
(117,173
)









Income tax provision (benefit)
3,706


(2,717
)

(4,007
)
Interest expense, net
16,465


661


478

Depreciation
17,259


23,339


25,439

Amortization of intangible assets
32,864


34,823


31,896