MSCI Inc. - Annual Report: 2016 (Form 10-K)

UNITED STATES

SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-K

ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d)

OF THE SECURITIES EXCHANGE ACT OF 1934

For the fiscal year ended December 31, 2016

Commission file number 001-33812

MSCI INC.

(Exact Name of Registrant as Specified in Its Charter)

7 World Trade Center

250 Greenwich Street, 49th Floor

New York, New York 10007

(Address of Principal Executive Offices, zip code)

(212) 804-3900

(Registrant’s telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Act:

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   ☐

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   ☒

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   ☒     NO   ☐

Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted 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   ☒     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, or a smaller reporting company. See definitions of “large accelerated filer,” “accelerated filer” and “smaller reporting company” in Rule 12b-2 of the Exchange Act. (Check one):

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).     YES   ☐     NO   ☒

The aggregate market value of Common Stock held by non-affiliates of the registrant as of the last business day of the registrant’s most recently completed second fiscal quarter (based on the closing price of these securities as reported by The New York Stock Exchange on June 30, 2016) was $7,080,925,883. Shares of Common Stock held by executive officers and directors of the registrant are not included in the computation. However, the registrant has made no determination that such individuals are “affiliates” within the meaning of Rule 405 under the Securities Act of 1933.

As of February 17, 2017, there were 90,545,374 shares of the registrant’s Common Stock, par value $0.01 per share, outstanding.

Documents incorporated by reference: Portions of the registrant’s proxy statement for its annual meeting of stockholders, to be held on May 11, 2017, are incorporated herein by reference into Part III of this Form 10-K.

MSCI INC.

FORM 10-K

FOR THE YEAR ENDED DECEMBER 31, 2016

TABLE OF CONTENTS

Except as the context otherwise indicates, the terms “MSCI,” the “Company,” “we,” “our” and “us” refer to MSCI Inc. together with its subsidiaries.

FORWARD-LOOKING STATEMENTS

We have included in this Annual Report on Form 10-K and from time to time may make in our public filings, press releases or other public statements, certain statements that constitute forward-looking statements. In addition, our management may make forward-looking statements to analysts, investors, representatives of the media and others. These forward-looking statements are not historical facts and represent only MSCI’s beliefs regarding future events, many of which, by their nature, are inherently uncertain and beyond our control.

In some cases you can identify these statements by forward-looking words such as “may,” “might,” “should,” “anticipates,” “expects,” “intends,” “plans,” “seeks,” “estimates,” “potential,” “continue,” “believes” and similar expressions, although some forward-looking statements are expressed differently. Statements concerning our financial position, business strategy and plans or objectives for future operations are forward-looking statements. These statements are not guarantees of future performance and are subject to certain risks, uncertainties and assumptions that are difficult to predict and may cause actual results to differ materially from the forward-looking statements and from management’s current expectations. Such risks and uncertainties include those set forth under “Risk Factors” in Part I, Item 1A of this Annual Report on Form 10-K. The forward-looking statements in this report speak only as of the time they are made and do not necessarily reflect our outlook at any other point in time. We undertake no obligation to update publicly any forward-looking statements, whether as a result of new information, future events or for any other reason. Therefore, readers should carefully review the risk factors set forth in other reports or documents we file from time to time with the Securities and Exchange Commission (the “SEC”).

PART I

Overview

We offer products and services to support the needs of institutional investors throughout their investment processes. Clients look to us for an integrated view of the drivers of risk and return in their portfolios, broad and deep asset class coverage, quality data, an objective perspective and innovation.

Our clients include asset owners (pension funds, endowments, foundations, central banks, sovereign wealth funds, family offices and insurance companies), asset management firms (mutual funds, hedge funds, providers of exchange-traded funds (“ETFs”)), private wealth managers, real estate investment trusts and financial intermediaries (banks, broker-dealers, exchanges, custodians, trust companies and investment consultants).

We provide products and services that support global investing and for decades have helped institutional investors address challenging investment and risk problems. Equity factor investing was pioneered in the 1970s based on research, data and analytics developed by Barra – part of our company since 2004. We continue to innovate in the development of indexes and analytical models; provision of ratings and analysis that enables institutional investors to integrate environmental, social and governance (“ESG”) factors into their investment strategies; and analysis of real estate in both privately and publicly owned portfolios.

Clients use our products and services to help construct portfolios and allocate assets. The analytical content we provide through our products is enabled by applications and are the basis for the services that we provide to clients. Our analytical tools and content help clients measure and manage risk across all major asset classes. Our powerful computational and reporting platform can process large multi-asset class portfolios on an intra-day basis. We offer clients the flexibility to tailor our products and services and integrate them into their own workflows.

Primary Uses of Our Products and Services

Institutional investors use our offerings to achieve a wide range of objectives.

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Benchmarking —Institutional investors worldwide use our indexes to evaluate the performance of their funds. Our indexes are among the most widely used benchmarks for multi-country passive and active equity strategies worldwide.

Index-linked product creation —Our indexes are used as the basis for products such as ETFs. We are a leading provider of equity indexes to the ETF industry, with approximately 900 ETFs based on our equity indexes listed around the world.

Portfolio construction —Asset managers use our research, data and multi-asset class and multi-currency models to help build portfolios and allocate assets. Our global equity content sets provide tools for portfolio optimization and back-testing. Asset managers also construct portfolios by replicating or tracking our indexes.

Risk management —Our products and services for statistical analysis provide clients with a broad range of risk calculations on a daily basis. One of our best-known statistical models calculates Value at Risk (“VaR”), which estimates the largest possible loss that could be incurred in a portfolio at a specific confidence level over a given period of time. Our Real Estate offerings include risk analytics for a variety of sectors, including residential and retail properties. We offer an extensive library of stress testing scenarios and a suite of stress testing tools that enable clients to design and run stress tests that reflect their own investment views.

ESG integration —MSCI ESG Research provides in-depth ratings and analysis of ESG-related business practices of thousands of companies worldwide. Our ratings and analysis can help institutional investors pursue their sustainable long-term investing goals and uncover risks and opportunities that traditional investment research may not detect.

Performance attribution —We offer a suite of performance attribution models with which to analyze the sources of portfolio performance on an absolute or relative basis, including a platform that helps analyze the strengths and weaknesses of a real estate portfolio’s performance relative to its benchmark. Our products are multi-asset class and multi-currency, and we collect market and portfolio data daily. A streamlined workflow makes attribution reporting intuitive and efficient.

Regulatory reporting —Our products help institutional investors comply with regulatory reporting requirements around the world. Our processing capability enables us to create and implement a broad range of customized reports.

Our Business Model

Our principal business model is to license annual, recurring subscriptions to our products and services for a fee, which is, in a majority of cases, paid in advance. Fees may vary by product or service, number of users or volume of services. Recurring subscription offerings include our managed services offering, whereby we oversee the production of risk and performance reports on behalf of clients.

We also charge clients to use our indexes as the basis for index-linked investment products such as ETFs or as the basis for passively managed funds and separate accounts. These clients commonly pay us a license fee, primarily in arrears, for the use of our intellectual property primarily based on the assets under management (“AUM”) in their investment product.

Certain exchanges use our indexes as the basis for futures and options contracts and pay us a license fee, primarily paid in arrears, for the use of our intellectual property primarily based on their volume of trades.

Clients also subscribe to periodic benchmark reports, digests and other publications associated with our Real Estate products. Fees are primarily paid in arrears after the product is delivered.

We also realize one-time fees related to customized reports, historical data sets and certain implementation and consulting services, as well as from certain products and services that are purchased on a non-renewal basis.

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Revenues for the year ended December 31, 2016 totaled $1,150.7 million, up 7.0% from the prior year period. Sources of revenue consisted of $913.7 million in recurring subscriptions, $210.2 million in revenue from asset-based fees, and $26.8 million in non-recurring revenue. See Part II, Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Results of Operations.”

Our Operating Segments

We operate in four segments: Index, Analytics, ESG and Real Estate. Because the ESG and Real Estate operating segments do not meet segment disclosure reporting thresholds, ESG and Real Estate are combined and presented as part of the All Other segment for reporting purposes. See Note 13, “Segment Information,” of the Notes to Consolidated Financial Statements, included herein, for additional information on our current segment reporting structure.

The following table presents operating revenues and Adjusted EBITDA by reportable segment for the year ended December 31, 2016:

Index Segment

Our indexes are used in many areas of the investment process, including index-linked product creation and performance benchmarking, as well as portfolio construction and rebalancing, and asset allocation. We currently calculate over 190,000 global equity indexes, which include approximately 7,300 custom indexes. As of December 31, 2016, 97 of the top 100 global asset managers (as ranked by Pensions & Investments (“P&I”) in its report dated May 2016) licensed equity indexes from us. Clients receive data directly from us or from one or more third-party providers of financial information that distribute our equity indexes worldwide. The performance of our equity indexes is also referenced frequently when selecting investment managers, assigning return benchmarks in mandates, comparing performance and providing market and academic commentary. The performance of certain of our equity indexes is reported on a daily basis in the financial media.

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We also continue to enhance and expand successful product offerings, as evidenced by the launch of new indexes (e.g., the MSCI WMA Private Investor Index Series, MSCI Governance-Quality Indexes, MSCI Women’s Leadership Indexes, MSCI Sustainable Impact Index, and MSCI Human & Physical Investment Index) to be used as the basis for ETFs and other financial products.

Analytics Segment

Our Analytics segment uses analytical content to create products and services which offer institutional investors an integrated view of risk and return. Our research-enhanced products and services help institutional investors understand and control for market, credit, liquidity and counterparty risk across all major asset classes, spanning short, medium and long-term time horizons. Our global risk and performance platform is built for scale, enabling clients to conduct complex calculations and stress tests.

Analytics offers products and services that assist institutional investors with portfolio construction, risk management, performance attribution and regulatory reporting. Analytics products and services include:

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All Other Segment—ESG

MSCI ESG Research analyzes thousands of companies worldwide to help institutional investors understand how environmental, social and governance (ESG) factors can impact the long-term risk of their investments. As of December 31, 2016, subscribers to MSCI ESG Research included 82 of the top 100 global asset managers (as ranked by P&I in its report dated May 2016), as well as leading asset owners, consultants, advisers and academics.

In addition, MSCI ESG Research data and ratings are used in the construction of equity and fixed income indexes to help institutional investors more effectively benchmark ESG investment performance, issue index-based investment products, as well as manage, measure and report on ESG mandates.

MSCI’s ESG products include:

All Other Segment—Real Estate

Our Real Estate products provide real estate performance analysis for funds, investors, managers and lenders. We provide products and offer services that include research, reporting and benchmarking. Our Real Estate performance and risk analytics range from multi-asset class to property-specific analysis. We also provide business intelligence to real estate owners, managers, developers and brokers worldwide.

Real Estate products and services comprise private real estate benchmarks and indexes typically branded “IPD” and include:

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Growth Strategy

We believe we are well positioned for growth. Our multi-pronged strategy is focused on addressing the most critical needs of institutional investors and building on our strong client relationships and the integral role that our products and services play in the investment process.

Client Growth

We believe there are opportunities to expand our business with existing clients and to add new clients. We intend to:

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Number of Exchange Listings of ETFs Linked to MSCI Equity Indexes ⁽¹⁾

⁽¹⁾ Data calculated by aggregating the number of share classes of all exchange traded funds tracking an MSCI index, as identified by separate Bloomberg tickers using MSCI classification. Only primary listings, and not cross-listings, are counted.

Historical values of the assets in ETFs linked to our indexes are set forth in a table under Part II, Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Results of Operations” below.

Develop New Offerings, Enhance Existing Products and Services and Provide Value-Added Services

We continue to develop new offerings, enhance our current products and services and provide value-added services. Much of our product and content development is based on an ongoing and active dialogue with clients, which helps us to understand their needs and anticipate market developments. We intend to:

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Competitive Advantages

We believe our competitive advantages include:

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Clients

As of December 31, 2016, we served 6,500 clients across 87 countries worldwide, with 52.3% of revenues coming from clients in the Americas, 35.2% in EMEA and 12.5% in Asia and Australia. To calculate the number of clients, we may count certain affiliates, user locations, or business units within a single organization as separate clients. For example, the asset management and broker-dealer units of a diversified financial services firm may be treated as separate clients, even though the financial services firm is the only party to the applicable subscriptions or licenses. If we aggregate all related clients under their respective parent entity, the number of clients would be approximately 3,900, as of December 31, 2016.

Our Aggregate Retention Rate was 92.7% and 93.4% for the years ended December 31, 2016 and 2015, respectively. See Part II, Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations—Key Financial Metrics and Drivers— Operating Metrics—Aggregate Retention Rate ” for the definition of Aggregate Retention Rate and more detailed aggregate retention rate data.

Revenues from our 10 largest clients contributed a total of 25.7%, 26.0% and 25.8% to our total revenues for the years ended December 31, 2016, 2015 and 2014, respectively.

In the years ended December 31, 2016, 2015 and 2014, our largest client organization by revenue, BlackRock, Inc. and its affiliates (“BlackRock”), accounted for 9.4%, 10.3% and 10.6% of our operating revenues, respectively. For the years ended December 31, 2016, 2015 and 2014, 93.7%, 93.0% and 92.1%, respectively, of our revenues from BlackRock were attributable to asset-based fees on the AUM of ETFs linked to MSCI equity indexes, including its iShares ETF business.

Geographic Information

We currently have branches or subsidiaries in the following locations: Australia, Brazil, Canada, China, England, France, Germany, Hong Kong, Hungary, India, Italy, Japan, Korea, Mexico, the Netherlands, the Philippines, Singapore, South Africa, Sweden, Switzerland, Taiwan, United Arab Emirates and the U.S. See Note 13, “Segment Information,” of the Notes to Consolidated Financial Statements included herein for additional information on our revenues and certain assets by geographic area.

Marketing, Sales and Client Coverage

In 2016, we consolidated our marketing, sales and client coverage functions with the goal of better helping our clients meet their strategic initiatives, improving sales and client retention through targeted client marketing and increasing transparency within our global team and operations.

Marketing

Our marketing team’s primary focus is to promote and empower our brand. We communicate with both existing clients and prospective clients through our email newsletters which deliver research, insights and news about our content, through our public website, client portals, and via social media. We supplement these direct marketing efforts with targeted online advertising and co-branding initiatives with some of our major clients. We also issue press releases from time to time on client wins, new research and product and services developments.

Additionally, our employees play a pivotal role in ensuring the success of our marketing strategy. Our marketing professionals arrange interviews for our industry and content experts in prominent financial and trade media. Members of our research team and other employees regularly speak at industry conferences, as well as at our own events. For example, we hosted approximately 700 seminars, webinars, conferences and workshops in various locations across the globe in 2016. These events bring our staff and our clients together, expose those clients to our latest research and product enhancements, and give our staff an opportunity to gain insight into our clients’ needs.

Sales and Client Coverage

Our client coverage team is responsible for our sales and client support functions. Our geographic reach enables us to support our large global client base and provide valuable face-to-face client service. As of December

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31, 2016, our client coverage team included approximately 200 salespeople and over 250 client support personnel in 33 offices worldwide that supported clients in 87 countries.

Our client coverage teams are organized by client segment, product and service offerings and region. From time to time, we consolidate our client coverage teams to better support our clients’ needs. For example, we consolidated the legacy risk management analytics and portfolio management analytics sales teams into one integrated team while incorporating ESG and Real Estate sales and service teams into our overall client coverage organization. In 2016, we focused on our optimized distribution model which is based on client outreach, client engagement and the client experience, all of which are intended to ensure that our clients’ diverse and evolving strategic objectives are fully supported.  In 2016, the SAMs program improved our ability to more strategically engage with senior clients, up to and including CEOs.  Each SAM is focused on understanding client strategy to enable us to better address our clients’ challenging investment issues through our products and services. We also implemented the Coverage target-based incentive plan (“CIP”). The CIP initiative further incentivizes our client coverage personnel by aligning each eligible employee’s target annual incentive with key performance metrics in accordance with our overall goals and strategy.

Product Development and Production

We take a coordinated team approach to product development and production. Our product management, research, data operations and technology and application development departments are at the center of this process.  Our research and product management teams seek to understand our clients’ investment processes and needs in order to design products and services that help clients understand the dimensions of performance and risk in their portfolios and make better-informed investment decisions. For more information about our research and development and associated costs, see Note 1, “Introduction and Basis of Presentation—Significant Accounting Policies, Research and Development” of the Notes to Consolidated Financial Statements included herein and “Research and development” in the Consolidated Statements of Income for the years ended December 31, 2016, 2015 and 2014.

Drawing on decades of experience with the investment process worldwide, our research department develops, reviews and enhances our various methodologies and models. Our global data operations and technology team designs and manages our processes and systems for market data procurement, proprietary data production and quality control. Our application development team builds our sophisticated applications. As part of our product development process, we also commonly consult with clients and other market participants to understand their specific needs and investment process requirements. Our product management team facilitates this collaborative product development and production approach. The roles and functions of our product development and production teams include:

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Competition

Many industry participants compete with us by offering one or more similar indexes. Such indexes vary widely in scope, including by geographic region, business sector and risk category and may be used by clients in a variety of ways in many different markets around the world.  A number of these markets have become increasingly competitive in recent years.

Among our Index competitors are FTSE Russell, a subsidiary of The London Stock Exchange Group PLC and S&P Dow Jones Indices LLC (a joint venture company owned by CME Group, Inc. and CME Group Services LLC and by S&P Global Inc.).

There is also growing competition from asset managers and investment banks that create their own indexes often in cooperation with index providers, which may, among other things, provide some form of calculation agent service. This is especially true for factor indexes, often referred to as “smart beta indexes.” Asset managers, such as WisdomTree and Goldman Sachs Asset Management, manage funds or ETF indexes based on their own proprietary indexes, and many investment banks have launched structured products or entered into OTC derivatives based on their own proprietary indexes.

Many industry participants compete with us by providing one or more similar offerings in a very competitive marketplace for risk management data and analytics.

Our Analytics products and services compete with offerings from a range of competitors, including Axioma, Inc., BlackRock Solutions, Bloomberg Finance L.P., and FactSet Research Systems Inc.  Additionally, many of the larger broker-dealers have developed proprietary analytics tools for their clients. Similarly, many investment institutions, particularly the larger global organizations, have developed their own internal risk management analytics tools.

We also have a variety of competitors for our other products that comprise a smaller portion of our revenues.

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Intellectual Property and Other Proprietary Rights

We consider many aspects of our products, processes and services to be proprietary. We have registered, among others, “MSCI,” “Barra,” “RiskMetrics,” “RiskManager,” “FEA,” “InvestorForce,” and “IPD” as trademarks or service marks in the United States and in certain foreign countries. We will continue to evaluate the registration of additional trademarks, service marks and copyrights as appropriate. From time to time, we also file patent applications to protect our proprietary rights. We currently hold 23 U.S. and foreign patents and have one U.S. patent pending. Additionally, many of our products, processes and services require the use of intellectual property obtained from third parties. It may be necessary in the future to seek or renew licenses relating to various aspects of our products and services.

Although we believe the ownership of such patents, copyrights, trademarks, service marks, the implementation of certain measures to protect our intellectual property and proprietary rights and our ability to obtain the rights to use intellectual property of third parties are important to our business and contribute in part to our overall success, we do not believe we are dependent on any one of our intellectual property rights or any one license to use third-party intellectual property. For a description of the risks associated with legal protection of our intellectual property and other rights, infringement claims and the ability to obtain or renew licenses for third-party intellectual property, see Part I, Item 1A. “Risk Factors— Legal Protections for our intellectual property rights and other rights may not be sufficient or available to protect our competitive advantages. Third parties may infringe on our intellectual property rights, and third-party litigation may materially adversely affect our ability to protect our intellectual property rights” below.

Company History

The following is a summary of the Company’s history since its inception:

MSCI Timeline

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For more information about our acquisitions and dispositions, see Note 12, “Dispositions and Discontinued Operations,” and Note 11, “Acquisitions,” of the Notes to Consolidated Financial Statements included herein.

Employees

We had 2,862 and 2,754 employees as of December 31, 2016 and 2015, respectively. As of December 31, 2016 and 2015, 56.2% and 52.8% of our employees, respectively, were located in emerging market centers.

Government Regulation

The Company is subject to reporting, disclosure and recordkeeping obligations pursuant to SEC requirements. MSCI ESG Research is a registered investment adviser and must comply with the requirements of the Investment Advisers Act of 1940 and related SEC regulations. Such requirements relate to, among other things, disclosure obligations, recordkeeping and reporting requirements, marketing restrictions and general anti-fraud prohibitions. We registered in 2012 with the State Council Information Office of the Ministry of Commerce and the State Administration for Industry and Commerce in China as a foreign institution supplying financial information services in China. See Part I, Item 1A. “Risk Factors— Changes in government regulations, including the implementation of new or pending financial regulations or the repeal of existing financial regulations, could materially adversely affect our business, financial condition or results of operations.”

Executive Officers

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Henry A. Fernandez

Mr. Fernandez has served as the Chairman since October 2007 and as the Chief Executive Officer (“CEO”), President and a director since 1998. Before leading MSCI’s transition to becoming a fully independent, standalone public company in 2009, he was a Managing Director at Morgan Stanley, where he worked in emerging markets product strategy, equity derivative sales and trading, mergers and acquisitions, worldwide corporate finance and mortgage finance for U.S. financial institutions. Mr. Fernandez worked for Morgan Stanley from 1983 to 1991 and from 1994 to 2009. Mr. Fernandez serves on the board of trustees of Stanford University and the board of directors of Georgetown University. He also serves on the boards of the Hoover Institution at Stanford University, the Foreign Policy Association, Memorial Sloan-Kettering Cancer Center, Catholic Charities of the Archdiocese of New York and the American Nicaraguan Foundation. Mr. Fernandez is the former Chair of the Advisory Council of the Stanford University Graduate School of Business. He holds a Bachelor of Arts in economics from Georgetown University, an M.B.A. from the Stanford University Graduate School of Business and pursued doctoral studies in economics at Princeton University.

Kathleen A. Winters

Ms. Winters has served as the Chief Financial Officer (the “CFO”) since May 2016. Prior to joining MSCI, Ms. Winters served as the Vice President and Chief Financial Officer of Performance Materials and Technologies, an operating segment of Honeywell International, Inc. (“Honeywell”) from 2012 to 2016. She served in various positions of increasing responsibility at Honeywell from 2002 to 2016, including Vice President, Corporate Controller and Chief Accounting Officer, Vice President of Business Analysis and Planning, and Chief Financial Officer of the Specialty Products business group. Ms. Winters began her career at PricewaterhouseCoopers LLP (“PwC”) where she served in various positions from 1989 to 2001 within the Technology Information Communications and Entertainment practice. She earned her Bachelor of Science degree in Accounting from Boston College.

Remy Briand

Mr. Briand was appointed the head of MSCI’s ESG and Real Estate segments in June 2016. In such capacity, he is responsible for MSCI’s ESG (environmental, social and governance) ratings products as well as MSCI’s Real Estate benchmarking and analytics services. Mr. Briand has led various aspects of the ESG business since its acquisition in 2010. He also previously served as Global Head of Research for the entire Company from February 2015 until February 2017 where he led a team of 150 researchers designing indexes, analytics and risk models for institutional investors and producing ESG ratings and research on thousands of companies.  Prior to February 2015, Mr. Briand was the Head of Index Research for 10 years, where he managed the expansion of the MSCI Global Indexes to cover 80 developed, emerging and frontier markets and initiated and led the development of MSCI’s market leading factor indexes. Mr. Briand joined MSCI in 2001 from Credit Lyonnais Asset Management, where he was an equity portfolio manager and head of research. He began his career as a private equity analyst at Credit Lyonnais. He holds an MSc in Computer Sciences from INSA (Lyon) and an MBA from HEC (Paris).

Scott A. Crum

Mr. Crum has served as the Chief Human Resources Officer since April 2014. Prior to joining MSCI, Mr. Crum served as global head of human resources for four publicly traded companies. Mr. Crum worked for Avon Products, Inc. as Senior Vice President of Human Resources and Chief People Officer from September 2012 to May 2013. From July 2010 to June 2012, Mr. Crum served as Senior Vice President and Chief People Officer of Motorola Mobility Holdings, Inc., one of two publicly traded companies formally created when Motorola Inc. split in January 2011. Prior to that, he served as the Senior Vice President and Director of Human Resources of ITT Corporation from September 2002 to July 2010 and Senior Vice President of Administration and Employee

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Resources at General Instruments Corp. from 1997 to 2000. Mr. Crum holds a Bachelor of Business Administration with a concentration in industrial relations from Southern Methodist University.

Jorge Mina

Mr. Mina has served as the Head of Analytics since February 2017. In this role, he is responsible for MSCI’s equity and multi-asset class risk and portfolio management products. Prior to this, he had served as Head of Analytics for the Americas since 2015. Mr. Mina joined MSCI in 2010 following MSCI’s acquisition of RiskMetrics and served as a managing director of Risk Management Analytics from 2010 to 2015. Prior to joining MSCI, Mr. Mina served in a variety of roles at RiskMetrics, including co-head of the RiskMetrics Business and Head of Research. Mr. Mina holds a Bachelor of Arts degree in actuarial sciences from the Instituto Tecnológico Autónomo de México and a Master’s in financial mathematics from the University of Chicago.

Richard J. Napolitano

Mr. Napolitano has served as the Principal Accounting Officer since February 2014 and Global Controller since June 2011. Prior to joining MSCI, Mr. Napolitano worked at Morgan Stanley from 2005 to 2011, J.P. Morgan Chase from 1996 to 2005 and Ernst & Young from 1988 to 1996. At these firms, he held various positions including, among others, Business Unit or Product Chief Financial Officer or Controller, Head of External Reporting and Accounting Policies and Audit Senior Manager. Mr. Napolitano earned his Bachelor of Science in accounting and an M.B.A. in finance from the Leonard N. Stern School of Business at New York University. He is also a member of the American Institute of Certified Public Accountants.

C.D. Baer Pettit

Mr. Pettit has served as the Chief Operating Officer since October 2015. As such, Mr. Pettit oversees the firm’s operations, technology and product lines. Before taking on his current role, Mr. Pettit served as Head of the Product Group from February 2015 to September 2015, Head of Client Coverage from 2001 to August 2012, Head of Marketing from 2005 to August 2012 and Head of Index Products from September 2011 to September 2015. Prior to joining MSCI, Mr. Pettit worked for Bloomberg L.P. from 1992 to 1999, most recently as Deputy Head of European Sales. He holds a Master of Arts degree in history from Cambridge University and a Master of Science degree from the School of Foreign Service at Georgetown University.

Laurent Seyer

Mr. Seyer has served as Chief Client Officer since September 2016. In such capacity, Mr. Seyer is responsible for the firm’s sales, marketing, account management and client service teams globally. Before taking on his current role, Mr. Seyer served as the Global Head of Client Coverage from December 2014 to September 2016. Prior to joining MSCI, Mr. Seyer worked for AXA Investment Managers LLC in Paris, most recently as Global Head of the Client Group. Prior to that, he spent 24 years at Societe Generale in a number of leadership positions, including as CEO of Lyxor Asset Management from 2006 to 2012, and held senior roles in equity derivatives and structured product sales, mergers and acquisitions, corporate finance, and corporate development and business strategy. Mr. Seyer graduated from Institut d’Etudes Politiques of Paris, where he studied law and economics.

Diana H. Tidd

Ms. Tidd has served as the Head of Index since February 2016. In such capacity, she is responsible for all aspects of product management and business strategy for the MSCI indexes. During her tenure at MSCI, Ms. Tidd has served in a variety of roles, including Head of Americas Client Coverage for six years. Prior to joining MSCI in 1999, Ms. Tidd worked at Brown Brothers Harriman & Co. in Boston for five years where she had roles in the Risk and Europe teams, before becoming Head of the Asia Team in the global custody division. She started her career in the Trust and Estates division of the Private Bank at Bankers Trust Co. Ms. Tidd serves as Co-President, of Women in ETFs (“WE”) and on the board of WE, as well as West Africa Village Education. Ms. Tidd graduated with a Bachelor of Arts degree in Political Science from Colgate University and received a Master’s Degree in Latin American Studies from Stanford University.

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Peter J. Zangari

Mr. Zangari has served as the Global Head of Research and Product Development since February 2017. In such capacity, Mr. Zangari leads a global team of more than 150 researchers who develop insights that help institutional investors make more informed investment decisions. He is responsible for setting the research agenda and driving integration of research into our products and services to deliver innovative solutions to investment problems. He previously served as MSCI’s Head of Analytics from February 2015 to February 2017. Prior to this, he served as the Head of Equity Portfolio Management from August 2011 to February 2015. Prior to joining MSCI, Mr. Zangari held progressively senior-level positions at Goldman Sachs since 1998, most recently as the Head of Risk and a member of the leadership team for the Quantitative Investment Strategies (“QIS”) business of Goldman Sachs Asset Management (“GSAM”). Prior to joining QIS, Mr. Zangari was responsible for building out and managing GSAM’s proprietary equity risk and attribution platform. Mr. Zangari has a Bachelor of Arts degree in economics from Fordham University and a PhD in economics, with a specialization in applied econometrics and computational statistics, from Rutgers University.

Available Information

Our corporate headquarters are located at 7 World Trade Center, 250 Greenwich Street, New York, New York, 10007, and our telephone number is (212) 804-3900. We maintain a website on the internet at www.msci.com. The contents of our website are not a part of or incorporated by reference in this Annual Report on Form 10-K.

We file annual, quarterly and current reports, proxy statements and other information with the SEC. You may read and copy any materials we file with the SEC at the SEC’s Public Reference Room at 100 F Street, N.E., Washington, D.C. 20549. You may obtain information about the operation of the Public Reference Room by calling the SEC at 1-800-SEC-0330. The SEC maintains an internet website that contains reports, proxy and information statements and other information that we file electronically with the SEC at www.sec.gov. We also make available free of charge, on or through our website, these reports, proxy statements and other information as soon as reasonably practicable following the time they are electronically filed with or furnished to the SEC. To access these, click on the “SEC Filings” link found on our Investor Relations homepage ( http://ir.msci.com).

We also use our Investor Relations homepage and corporate Twitter account (@MSCI_Inc) as channels of distribution of Company information. The information we post through these channels may be deemed material.

Accordingly, investors should monitor these channels, in addition to following our press releases, SEC filings and public conference calls and webcasts. In addition, you may automatically receive email alerts and other information about us when you enroll your email address by visiting the “Email Alert Subscription” section of our Investor Relations homepage at http://ir.msci.com/alerts.cfm. The contents of our website, including our Investor Relations homepage, and social media channels are not, however, a part of or incorporated by reference in this Annual Report on Form 10-K.

You should carefully consider the following risks and all of the other information set forth in this Annual Report on Form 10-K. If any of the following risks actually occurs, our business, financial condition or results of operations could be materially and adversely affected. You should read the section titled “Forward-Looking Statements” on page 1 for a description of the types of statements that are considered forward-looking statements, as well as the significance of such statements in the context of this Annual Report on Form 10-K.

Risks Related to Our Business

We are dependent on the use of third-party data and software, and any loss of key outside suppliers of data or software products or reduction in the accuracy or quality of such data or products or any failure by us to comply with our vendors’ licensing requirements could impair our ability to provide our clients

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with the products or services they desire, which could have a material adverse effect on our business, financial condition or results of operations.

We rely on the accuracy and quality of third-party data and software products and depend on the ability and willingness of third-party data and software providers to deliver and support reliable products, enhance their current products, develop new products on a timely and cost-effective basis, and respond to emerging industry standards and other technological changes in order to produce and deliver our products, provide services and develop new products and services.

If the data and software products from our suppliers have errors, are delayed, have design defects, become incompatible with future versions of our products, are unavailable on acceptable terms or are not available at all, we may not be able to deliver our products and services and our business, financial condition or results of operations could be materially adversely affected. As of December 31, 2016, we relied on the data of over 200 suppliers, including large volumes of data from certain stock exchanges around the world.

Many of our data and software suppliers compete with one another and, in some cases, with us. Some of our agreements with data suppliers allow them to cancel on short notice and we have not completed formal agreements with all of our data suppliers, such as certain stock exchanges. From time to time we receive notices from data suppliers, including stock exchanges, threatening to terminate the provision of their data to us, and some data suppliers, including at least one stock exchange, have terminated the provision of their data to us. Termination of provision of data by one or more of our significant data suppliers or exclusion from, or restricted use of, or litigation in connection with, a data provider’s information could decrease the information available for us to use (and offer our clients) and may have a material adverse effect on our business, financial condition or results of operations.

Although data suppliers and stock exchanges typically benefit from providing broad access to their data, some of our competitors could enter into exclusive contracts with our data suppliers, including with certain stock exchanges. If our competitors enter into such exclusive contracts, we may be precluded from receiving certain data from these suppliers or restricted in our use of such data, which would give our competitors a competitive advantage. Such exclusive contracts could hinder our ability to provide our clients with the data they prefer, which could lead to a decrease in our client base and could have a material adverse effect on our business, financial condition or results of operations.

We also monitor our use of third-party data and software products to comply with applicable license requirements. Despite our efforts, our use of certain third-party data and software products has been challenged in the past and there can be no assurance that such third parties may not challenge our use in the future, resulting in increased data acquisition or software costs, loss of rights and/or costly legal actions. Our business could be materially adversely affected if we are unable to timely or effectively replace the functionality provided by data or software that becomes unavailable or fails to operate effectively for any reason. Our operating costs could increase if license fees for third-party data or software products increase or the efforts to incorporate enhancements to third-party or other data or software are substantial and we are unable to negotiate acceptable licensing arrangements with these suppliers or find alternative sources of equivalent data or software products. If any of these risks materialize, they could have a material adverse effect on our business, financial condition or results of operations.

Our clients that pay us a fee based on the assets of an investment product may seek to negotiate a lower asset-based fee percentage or lower the total expense ratio of their funds linked to MSCI indexes or may cease using our indexes, which could limit the growth of or decrease our revenues from asset-based fees.

A portion of our revenues are from asset-based fees and these revenue streams are concentrated in some of our largest clients, including BlackRock, and in our largest market, the U.S. Our clients, including our largest clients, may seek to negotiate a lower asset-based fee percentage for a variety of reasons. As the assets of index-linked investment products managed by our clients change, they may request to pay us lower asset-based fee percentages, which are sometimes calculated as a percentage of the relevant fund’s total expense ratio (“TER”). Additionally, competition is intense and increasing rapidly among our clients that provide exchange traded funds (“ETFs”), among other products. The fees ETF providers charge their clients are one of the competitive differentiators for

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these ETF managers with some ETF providers seeking to win or retain business by charging their clients lower fees. As noted above, in many cases our fees can be affected by an increase or decrease in a product provider’s TER. In those cases, a reduction in the TER may negatively impact our revenues.

Moreover, clients that have licensed our indexes to serve as the basis of index-linked investment products are generally not required to continue to use our indexes and could elect to cease offering the product or switch to a lower fee index, and at least one large client has ceased using MSCI indexes as the basis for a significant number of its index funds in the past. We offer a diversified pricing structure for our indexes and from time-to-time experience faster growth in lower fee product areas, resulting in a lower average asset-based fee percentage for licensing our indexes. While we look to maximize the price/volume trade-off over the long-term there can be no assurance that we will be able to do so and results for any given quarter could be materially adversely affected by stronger growth in lower fee products areas that is not sufficiently off-set by growth in the volume of AUM in ETFs or other products that are based on our indexes. In the instances described above, our asset-based fees could dramatically decrease, which could have a material adverse effect on our business, financial condition or results of operations. The ability of our licensees to cease using our indexes or switch to lower fee indexes is generally true not just with respect to an index’s use as the basis of an ETF but also with respect to its use as the basis of other financial products, including mutual funds and institutional funds. Finally, to the extent that an asset manager finds it beneficial to offer clients ETFs and institutional funds based on the same indexes, a shift away from use of an index as the basis of one type of product may lead to a corresponding shift away from the use of the same index as the basis of the other type of product.

If we are required to offer clients materially lower asset-based fee percentages with respect to investment products that generate fees based on the assets of such products or our largest clients cease to use our indexes, our revenues could be negatively impacted, which could have a material adverse effect on our business, financial condition or results of operations.

Our revenues attributable to asset-based fees may be affected by changes in the capital markets, particularly the equity capital markets. A decrease in our revenues attributable to these fees could have a material adverse effect on our business, financial condition or results of operations.

Clients that use our indexes as the basis for certain index-linked investment products, such as ETFs and mutual funds, commonly pay us a fee based on the value of the investment product’s assets. The value of an investment product’s assets may increase or decrease in response to changes in market performance and cash inflows and outflows, which could impact our revenues. Asset-based fees make up a significant portion of our revenues. They accounted for 18.3% and 18.4% of revenues for the fiscal years ended December 31, 2016 and 2015, respectively. These asset-based fees accounted for 47.4% and 48.3% of the total revenues from our ten largest clients for the fiscal years ended December 31, 2016 and 2015, respectively. Volatile capital markets, as well as changing investment styles, among other factors, may influence an investor’s decision to invest in and maintain an investment in an index-linked investment product. Accordingly, the value of assets linked to ETFs can fluctuate significantly over short periods of time and such volatility may be further impacted by fluctuations in foreign currency exchange rates.  If we are unable to offset the impact of decreased values of assets linked to ETFs, including by managing our operating costs, our profitability could be materially adversely affected. See “—Our growth and profitability may not continue at the same rate as we have experienced in the past for several reasons, including if our operating costs are higher than expected, which could have a material adverse effect on our business, financial condition or results of operations” below.

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Certain events could lead to interruptions in our operations, including interruptions affecting our information technology platform, electronic delivery systems and the internet, that could impair our ability to provide clients with products and customer service. Any resulting failures, disruptions or instability may have a material adverse effect on our financial condition or results of operations.

We depend heavily on the capacity, reliability and security of our information technology platform, electronic delivery systems and its components, including our data centers, and the internet to seamlessly provide clients with products and customer service. Heavy use of our electronic delivery systems and other factors such as loss of service from third parties, operational failures, sabotage, break-ins and similar disruptions from unauthorized tampering, intrusions or hacking, human error, cyber-terrorism, terrorist attacks affecting sites where we are located, natural disasters, power loss, telecommunications failures, technical breakdowns, internet failures or computer viruses could impair our systems’ operations or interrupt their availability for extended periods of time. Our ability to effectively use the internet may also be impaired due to infrastructure failures, service outages at third-party internet providers or increased government regulation. If disruptions, failures or slowdowns occur with respect to our operations, including to our information technology platform, our electronic delivery systems or the internet, our reputation and our ability to distribute our products effectively and to serve our clients, including those clients for whom we provide managed services or to whom we distribute index and constituent data on a real time basis that is used to manage funds that replicate MSCI indexes, may be materially adversely affected. For example, we have in recent years experienced denial-of-service attacks. While we have implemented disaster recovery and business continuity plans and have been able to defend our systems against such disruptions and attacks in the past, there is no assurance that we will be able to do so successfully in the future or that our disaster recovery or business continuity plans will be effective in mitigating the risks and costs associated with the particular event that has occurred. We have also experienced unanticipated interruption and delay in the performance and delivery of certain of our products after we migrated certain of our applications and infrastructure to new data centers and may experience such interruptions and delays in the future with respect to migrations within existing data centers or to new data centers. In response to such issues, we have in the past and could again be required to provide service credits. We could also experience cancellations and reduced demand for our products and services, resulting in decreased revenues. We may also incur increased operating expenses to recover data, repair, replace or remediate systems, equipment or facilities, and to protect ourselves from and defend against such disruptions and attacks. Accordingly, any significant failures, disruptions or instability affecting our information technology platform, electronic delivery systems or the internet may have a material adverse effect on our financial condition or results of operations and our insurance may not be adequate to compensate us for all losses, failures, or breaches.

Although we currently estimate that the total cost of ongoing development and implementation of our disaster recovery and business continuity plans will not have a material impact on our business, financial condition or results of operations, we cannot provide any assurance that our estimates regarding the timing and cost of implementing these plans will be accurate. Unexpected or higher than estimated costs could have a material adverse effect on our financial condition or results of operations.

Any failure to ensure and protect the confidentiality of client data could adversely affect our brand and reputation and have a material adverse effect on our business, financial condition or results of operations.

Many of our products provide for the exchange of sensitive information with our clients through a variety of media, such as the internet, applications and dedicated transmission lines. We rely on a complex system of internal processes and software controls along with policies, procedures and training to protect client data that we receive in the ordinary course of business, including sensitive and confidential client data such as material non-public information and client portfolio data that may be provided to us or hosted on our systems, against unauthorized data access or disclosure. If we fail to maintain the adequacy of our internal controls, including any failure to implement required new or improved controls, or if we experience difficulties in the implementation of our internal controls, policies or procedures, or if an employee purposely circumvents or violates our internal controls, policies or procedures, then unauthorized access to, or disclosure or misappropriation of, client data could occur. Such unauthorized access, disclosure or misappropriation may result in claims against us by our clients or regulatory inquiry or censure, which could, individually or in the aggregate, damage our brand and reputation and/or have a material adverse effect on our business, financial condition or results of operations. If a failure of our internal controls, policies or procedures results in a security or data privacy breach, we could also incur increased operating expenses to remediate the problems caused by the breach and prevent future breaches, which could have a material adverse effect on our business, financial condition or results of operations. See “ —Changes in government

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regulations, including the implementation of new or pending financial regulations or the repeal of existing financial regulations, could materially adversely affect our business, financial condition or results of operations” below.

We have confidentiality policies in place regarding changes to the composition of our indexes and have implemented information barrier procedures to protect the confidentiality of the material, non-public information regarding changes to our equity indexes. If our confidentiality policies or information barrier procedures fail, our reputation could be damaged and our business, financial condition or results of operations could be materially adversely affected.

We change the composition of our indexes from time to time. We believe that, in some cases, the changes we make to our equity indexes can affect the prices of constituent securities as well as products based on our indexes. Our index clients rely on us to keep confidential material non-public information about changes to the future composition of an index and to protect against the misuse of that information until the change to the composition of the index is disclosed to clients. We have confidentiality policies in place and have implemented information barrier procedures to limit access to this information and to prevent the unauthorized disclosure and misuse of information regarding material non-public changes to the composition of our equity indexes. If our confidentiality policies or information barrier procedures fail or we are delayed in implementing such procedures as necessary with respect to a newly acquired business and an employee inadvertently discloses, or deliberately misuses, material non-public information about a change to one of our indexes, our reputation may suffer. Clients’ loss of trust and confidence in our confidentiality policies or information barrier policies and procedures could negatively impact our brand or reputation throughout the investment community, which could have a material adverse effect on our business, financial condition or results of operations.

In addition, certain exchanges permit our clients to list ETFs or other financial products based on our equity indexes only if we provide a representation to the exchange that we have information barrier procedures in place designed to address the unauthorized disclosure and misuse of material, non-public information about changes to the composition of our equity indexes. If an exchange determines that our information barrier procedures are not sufficient, the exchange might refuse to list or might delist investment products based on our equity indexes, which may have a material adverse effect on our business, financial condition or results of operations.

Increased competition and financial and budgetary pressures affecting clients in our industry may cause price reductions or loss of market share, which may materially adversely affect our business, financial condition or results of operations.

We face competition across all markets for our products and services. Our competitors range in size from large companies with substantial resources to small, single-product businesses that are highly specialized. Our larger competitors may have access to more resources and may be able to achieve greater economies of scale, and our specialized competitors that are focused on a narrower product line may be more effective in devoting technical, marketing and financial resources to compete with us with respect to a particular product. Larger competitors may offer price incentives to expand their market share, and may also consolidate with one another or form joint ventures or other business arrangements, which could allow for a narrower pool of competitors that are better capitalized or that are able to gain a competitive advantage through synergies resulting from an expanded suite of products and services.

In addition, barriers to entry may be low in many of the markets for our products and services, including for single-purpose product companies. Low barriers to entry could lead to the emergence of new competitors; for example, more broker-dealers and data suppliers could begin developing their own proprietary risk analytics or indexes. Recent developments, including increases in the availability of free or relatively inexpensive information, advances in public cloud computing and the increase in open source code, as well as proprietary software in specific areas, such as pricing, high volume computing, orchestration layers for services, and visualization, have increasingly allowed free or relatively inexpensive access to information sources, which has reduced barriers to entry even further.

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Financial and budgetary pressures affecting our clients, including those resulting from weak or volatile economic conditions, may lead certain clients to reduce their overall spending on our products or services, including by seeking similar products or services at a lower cost than what we are able to provide, by consolidating their spending with fewer providers or by self-sourcing certain of their informational needs. Accordingly, competitive pressures may result in fewer clients, fewer subscriptions or investment product licenses, price reductions, and increased operating costs, such as for marketing and product development, which could, individually or in the aggregate, result in lower revenue, gross margins and operating income. See “— Our clients that pay us a fee based on the assets of an investment product may seek to negotiate a lower asset-based fee percentage or lower the total expense ratio of their funds linked to MSCI indexes or may cease using our indexes, which could limit the growth of or decrease our revenues from asset-based fees” above and Part I, Item 1. “Business—Competition” above.

To remain competitive and generate customer demand, we must successfully develop new and enhanced products and services and effectively manage transitions and product integrations. Failure to do so could limit our ability to maintain or grow current revenues, which could have a material adverse effect on our business, financial condition or results of operations.

We operate in an industry that is characterized by rapid technological change and evolving industry standards. Due to the highly volatile and competitive nature of this industry and the impact of technological change on our products and services, we must continually introduce new products and services, enhance, including through integration of products and services within MSCI and with third-party platforms, existing products and services, and effectively generate customer demand for new and upgraded products and services. If, among other things, we fail to accurately predict or respond or adapt to evolving technologies and changing industry standards, if we fail to anticipate and meet the needs of our clients through the successful development of new products and services, if our new products and services are not attractive to our clients or cannot be integrated with third-party platforms, if our new products do not perform as well as anticipated, if the launch of new products and offering of new services is not timely, or if competitors in any business line introduce products, services, systems and processes that are more competitive than ours or that gain greater market acceptance, we could lose market share and clients to our competitors which could materially adversely affect our business, financial condition or results of operations.

We must make long-term investments and commit significant resources before knowing whether these investments will eventually result in products and services that satisfy our clients’ needs and generate revenues required to provide the desired results. For example, we have made, and need to continue to make, investments in our technology platform in order to provide competitive products and services to our clients. From time to time, we also incur costs to integrate existing products and services and transition clients to enhanced products and services, which also present execution risks and challenges. If we are unable to effectively manage transitions to new or enhanced products and services, our business, financial condition or results of operations could be materially adversely affected. See “—If our products contain undetected errors or fail to perform properly due to defects, malfunctions or similar problems, we may, among other things, become subject to increased costs or liability based on the use of our products or services to support our clients’ investment processes, which could have a material adverse effect on our business, financial condition or results of operations” below.

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A limited number of clients account for a material portion of our revenue. Cancellation of subscriptions or investment product licenses by any of these clients could have a material adverse effect on our business, financial condition or results of operations.

For the fiscal years ended December 31, 2016 and 2015, revenues from our ten largest clients accounted for 25.7% and 26.0% of our total revenues, respectively. Our revenue growth depends on our ability to obtain new clients and achieve and sustain a high level of renewal rates with respect to our existing subscription base and our investment product licenses. Failure of one or more of these objectives could have a material adverse effect on our business, financial condition and operating results. For the fiscal year ended December 31, 2016, our largest client organization by revenue, BlackRock, accounted for 9.4% of our total revenues. For the fiscal years ended December 31, 2016 and 2015, 93.7% and 93.0%, respectively, of the revenue from BlackRock came from fees based on the assets in BlackRock’s ETFs that are based on our indexes. If one or more of our largest clients cancels or reduces its subscriptions or investment product licenses and we are unsuccessful in replacing those subscriptions or licenses, our business, financial condition or results of operations could be materially adversely affected. See “— Our clients that pay us a fee based on the assets of an investment product may seek to negotiate a lower asset-based fee percentage or lower the total expense ratio of their funds linked to MSCI indexes or may cease using our indexes, which could limit the growth of or decrease our revenues from asset-based fees ” above.

Our growth and profitability may not continue at the same rate as we have experienced in the past for several reasons, including if our operating costs are higher than expected, which could have a material adverse effect on our business, financial condition or results of operations.

We have experienced significant growth since we began operations. There can be no assurance that we will be able to maintain the levels of growth and profitability that we have experienced in the past. If we experience higher than expected operating costs, including increased personnel costs, occupancy costs, selling and marketing costs, investments in geographic expansion, communication costs, travel costs, software development costs, professional fees, costs related to information technology infrastructure and other costs, and we cannot adjust to these costs, our operating results may fluctuate significantly or our anticipated profitability may be reduced and our anticipated results of operations and financial position may be materially adversely affected.

Additionally, there can be no assurance that we will be as successful in our product development, marketing efforts, or capital return or allocation strategies as we have been in the past, or that such efforts will result in growth or profit margins comparable to those we have experienced in the past. See “— To remain competitive and generate customer demand, we must successfully develop new and enhanced products and services and effectively manage transitions and product integrations. Failure to do so could limit our ability to maintain or grow current revenues, which could have a material adverse effect on our business, financial condition or results of operations ” above.

We are dependent on key personnel in our professional staff for their expertise. If we fail to attract or retain the necessary qualified personnel, including through our compensation programs, our business, financial condition or results of operations could be materially adversely affected.

The development, maintenance and support of our products and services are dependent upon the knowledge, experience and ability of our highly skilled, educated and trained employees. Accordingly, we believe that the success of our business depends to a significant extent upon the continued service of our executive officers and other key management, research, sales and marketing, operations, information technology and other technical personnel. Although we do not believe that we are overly dependent upon any individual employee, our management and other employees may terminate their employment at any time and the loss of any of our key employees could have a material adverse effect on our business, financial condition or results of operations.

During 2015 and 2016, our Board of Directors adopted significant changes to the Company’s compensation approach and philosophy, including the implementation of a more performance-based approach to the payment of annual cash compensation pursuant to our Annual Incentive Plan (the “AIP”) based on the achievement of certain financial metrics and long-term equity incentive compensation based on total shareholder return for executive officers and managing directors. We also implemented the CIP initiative in 2016 to further incentivize our client coverage personnel by aligning each eligible employee’s target annual incentive with key performance metrics in accordance with our overall goals and strategy. If our cash and equity incentive plans, including our new cash bonus plan (i.e., the AIP and CIP) and long-term equity incentive compensation program, do not adequately engage our

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key employees or are not competitive, we may lose key personnel. If we fail to attract, engage and retain the necessary qualified personnel, the quality of our products and services as well as our ability to support and retain our customers and achieve business objectives may suffer, which could have a material adverse effect on our business, financial condition or results of operations.

Any future expansion may place significant strain on our management and other resources.

Our expansion in the past and any future expansion, particularly in emerging market locations, has placed, and is expected to continue to place, significant demands on our personnel, management and other resources. We must continue to improve our operational, financial, management, legal and compliance processes and information systems to keep pace with prior expansion of our business. There can also be no assurance that, if in the future, we expand organically or by way of acquisition, our management will be effective in attracting, engaging and retaining additional qualified personnel, including additional managers or key employees, developing effective leadership in all of our locations, expanding our physical facilities and information technology infrastructure, integrating acquired businesses or otherwise managing expansion. Additionally, new hires require significant training and may, in some cases, take a significant amount of time before becoming fully productive. Any failure to effectively manage expansion or to effectively manage the business could have a material adverse effect on our business, financial condition or results of operations. See “— We are subject to unanticipated costs in connection with political, economic, legal, operational, franchise and other risks as a result of our international operations, which could materially adversely impact our businesses” below, “— We are dependent on key personnel in our professional staff for their expertise. If we fail to attract or retain the necessary qualified personnel, including through our compensation programs, our business, financial condition or results of operations could be materially adversely affected ” above, Part II, Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations” below and Part I, Item 1. “Business—Company History” above.

Changes in government regulations, including the implementation of new or pending financial regulations or the repeal of existing financial regulations, could materially adversely affect our business, financial condition or results of operations.

The financial services industry is subject to extensive regulation at the federal and state levels, as well as by foreign governments with some jurisdictions regulating indexes directly. These regulations are complex, evolve frequently, and are subject to administrative interpretation and judicial construction in ways that could materially adversely affect our business. It is very difficult to predict the future impact of the broad and expanding legislative and regulatory requirements affecting our business and our clients’ businesses. If we fail to comply with any applicable laws, rules or regulations, we could be subject to fines or other penalties. Additionally, we may be required to comply with multiple and potentially conflicting laws, rules or regulations in various jurisdictions, which could, individually or in the aggregate, result in materially higher compliance costs to us. It is possible that laws or regulations could cause us to restrict or change the way we license our products or could impose additional costs on us. Some changes to the laws, rules and regulations applicable to our clients could impact their demand for our products and services. Likewise, to the extent that our clients become bound by certain laws, rules or regulations, we may incur higher costs in connection with modifying our products or services at their request even in instances where we are not directly legally bound. There can be no assurance that changes in laws, rules or regulations will not have a material adverse effect on our business, financial condition or results of operations. See “— Our financial condition and results of operations may be negatively impacted to the extent that our current and potential future clients are affected by adverse changes in the financial markets” below.

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In some instances, in connection with the provision of data and services, we have incurred additional costs to implement processes and systems at the request of our clients to ensure that the products and services that they in turn provide to their clients using our data are compliant with the financial regulations to which our clients may be subject. To the extent that our clients are subject to increased regulation, we may be indirectly impacted and could incur increased costs that could have a negative impact on the profitability of certain products.

Under the Markets in Financial Instruments Regulation (Regulation (EU) No 600/2014), where the value of a financial instrument is calculated by reference to a benchmark, a person with proprietary rights to the benchmark will be required to ensure that clearing entities and trading venues may license the benchmark and receive relevant price and data feeds and information regarding the composition, methodology and pricing of the benchmark for the purposes of clearing and trading. Access to such licenses and information will have to be offered by the benchmark owner within three months of the request and on fair, reasonable and non-discriminatory terms that are no less favorable than the terms offered to other trading venues unless a different basis can be objectively justified. In the event that compliance with this regulation (expected to be required in 2019) leads to a change in our business practices or our ability to offer our indexes, increases our cost of doing business or diminishes our intellectual property rights, it could have a material adverse effect on our index product line.

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On December 18, 2012, ESMA published guidelines on ETFs and other Undertakings for Collective Investment in Transferable Securities (“UCITS”) issues (ESMA/2012/832EN), which are updated from time to time by ESMA (“Guidelines”). The Guidelines limit the types of indexes that can be used as the basis of UCITS funds and require, among other things, index constituents, together with their respective weightings, to be made easily accessible free of charge, such as via the internet, to investors and prospective investors on a delayed and periodic basis. The Guidelines became effective as of February 17, 2013 with respect to newly launched UCITS funds. They became effective for all UCITS funds on February 17, 2014. We have made available a client communication with respect to our policies as they relate to the Guidelines. To the extent that ESMA issues new guidance or different or new interpretations with respect to the Guidelines, complying with such guidance could have a negative impact on our business and results of operations, including a material negative impact on our licensing of index data and/or our indexes as the basis of ETFs and UCITS. Additionally, other jurisdictions outside of Europe have adopted, and others could adopt, similar concepts, proposals or regulations.

On July 17, 2013, the International Organization of Securities Commissions (“IOSCO”) published its final report on principles for financial benchmarks (“IOSCO Principles”). The IOSCO Principles cover conflicts of interest, benchmark quality and integrity, methodology requirements, procedures related to handling complaints, documentation requirements and audit reviews. The IOSCO Principles require benchmark administrators to publicly disclose whether they comply with the IOSCO Principles within 12 months of their initial publication, with such compliance subject to audit. We announced our implementation of the IOSCO Principles on July 16, 2014 and posted our audit results on our website in July 2015 and July 2016. To the extent that IOSCO issues new principles or different or new interpretations with respect to the existing IOSCO Principles and/or any individual jurisdictions adopt similar, new or different concepts, proposals or regulations, complying with such principles, concepts, proposals or regulations could lead to a change in our business practices or our ability to offer our indexes, including without limitation, by increasing our costs of doing business, diminishing our intellectual property rights, imposing constraints on our ability to meet our commitments to our data contributors or causing our data contributors to refuse to contribute data to us at a reasonable cost or at all, any of which could have material adverse effect on our equity and real estate index product lines.

Our clients may become more self-sufficient, which may reduce demand for our products or services and materially adversely affect our business, financial condition or results of operations.

Our clients may internally develop certain functionality contained in the products or services they currently license from us. For example, some of our clients who currently license our risk data to analyze their portfolio risk may develop their own tools to collect data and assess risk, making our products or services unnecessary for them. Similarly, a number of our clients have obtained regulatory clearance to create indexes for use as the basis of ETFs that they manage. For example, on September 20, 2016, Blackrock received exemptive relief from the SEC to create certain indexes for use as the basis of ETFs that it would manage. To the extent that our clients become more self-sufficient, demand for our products or services may be reduced, which could have a material adverse effect on our business, financial condition or results of operations. A growing number of asset managers and investment banks, in partnership with index providers that offer calculation agent services, or acting together with an industry group or association, have created or may create their own range of proprietary indexes, which they use to manage funds or as the basis of ETFs, structured products or OTC derivatives. See “— A limited number of clients account for a material portion of our revenue. Cancellation of subscriptions or investment product licenses by any of these clients could have a material adverse effect on our business, financial condition or results of operations ” above and “— Increased competition and financial and budgetary pressures affecting clients in our industry may cause price reductions or loss of market share, which may materially adversely affect our business, financial condition or results of operations” above.

Legal protections for our intellectual property rights and other rights may not be sufficient or available to protect our competitive advantages. Third parties may infringe on our intellectual property rights, and third-party litigation may materially adversely affect our ability to protect our intellectual property rights.

We consider many aspects of our products and services to be proprietary. We rely primarily on a combination of trade secret, patent, copyright and trademark rights, as well as contractual protections and technical measures, to

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protect our products and services. Despite our efforts, third parties may still try to challenge, invalidate or circumvent our rights and protections. There is no guarantee that any trade secret, patent, copyright or trademark rights that we may obtain will protect our competitive advantages, nor is there any assurance that our competitors will not infringe upon our rights. As we have experienced, even if we attempt to protect our intellectual property rights through litigation, it may require considerable cost, time and resources to do so, and there is no guarantee that we will be successful. Furthermore, our competitors may also independently develop and patent or otherwise protect products and services that are the same or similar to ours. In addition, the laws of certain foreign countries in which we operate do not protect our proprietary rights to the same extent as do the laws of the U.S. Also, some elements of our products and services may not be subject to intellectual property protection.

Likewise, we cannot be certain that we are aware or in the future will be aware of every instance in which this sort of behavior may occur. Additionally, the enforceability of our license and other agreements’ non-disclosure obligations and the availability of remedies to us in the event of a breach may vary due to the many different jurisdictions in which our clients and employees are located.

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Third parties may claim we infringe upon their intellectual property rights. Such claims would likely be costly to defend, could require us to pay damages or limit our future use of certain technologies, which could have a material adverse effect on our business, financial condition or results of operations.

From time to time, we receive claims or notices from third parties alleging infringement or potential infringement of their intellectual property rights. The number of these claims may grow. Businesses operating in the financial services sector, including our competitors and potential competitors, have increasingly pursued or may consider pursuing patent protection for their technologies and business methods. If any third parties were to obtain a patent on a relevant index methodology, risk model, software application or other relevant product or process, we could be sued for infringement. Furthermore, there is always a risk that third parties will sue us for infringement or misappropriation of other intellectual property rights, such as trademarks, copyrights or trade secrets.

Responding to intellectual property claims, regardless of merit, can consume valuable time, and result in costly litigation or delays. We may be forced to settle such claims on unfavorable terms, and there can be no assurance that we would prevail in any litigation arising from such claims if such claims are not settled. We may be required to pay damages, to stop providing or using the affected products or services or to enter into royalty and licensing agreements. There can be no assurance that any royalty or licensing agreements will be made, if at all, on terms that are commercially acceptable to us. From time to time we receive notices calling upon us to defend partners, clients, suppliers or distributors against such third-party claims under indemnification clauses in our contracts. If any of these risks materialize, the impact of claims of intellectual property infringement could have a material adverse effect on our business, financial condition or results of operations.

Our use of open source code could impose unanticipated delays or costs in deploying our products, or impose conditions or restrictions on our ability to commercialize our products or keep them confidential.

We rely on open source code to develop software and to incorporate it in our products, as well as to support our internal systems and infrastructure. The use of open source code may entail greater risks than the use of third-party commercial software, as open source licensors generally do not provide warranties or other contractual protections regarding infringement claims or the quality of the code. Further, some open source licenses provide that if we combine our proprietary software with open source software in a certain manner, we could be required to release the source code of our proprietary software to the public. This would allow our competitors to create similar products with less development effort and time and ultimately put us at a competitive disadvantage. Additionally, the terms of many open source code licenses are ambiguous and have not been interpreted by U.S. courts. Accordingly, there are risks that there may be a failure in our procedures for controlling the usage of open source code or that these licenses could be construed in a manner that could impose unanticipated conditions or restrictions on our ability to commercialize our products. In either event, we could be required to seek licenses from third parties on terms that are not commercially feasible in order to continue offering our products, to make generally available (in source code form) portions of our proprietary code, to re-engineer our products or systems, to discontinue the licensing of our products if re-engineering could not be accomplished on a timely or cost-effective basis, or to take other remedial action that could divert resources away from our development efforts. Any of these requirements could materially adversely affect our business, financial condition or results of operations.

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If our products contain undetected errors or fail to perform properly due to defects, malfunctions or similar problems, we may, among other things, become subject to increased costs or liability based on the use of our products or services to support our clients’ investment processes, which could have a material adverse effect on our business, financial condition or results of operations.

Our products and services support the investment processes of our clients, which relate to, in the aggregate, trillions of dollars in assets. Products we develop or license, including our indexes, may contain undetected errors or defects despite testing. Use of our products or services as part of the investment process creates the risk that our clients, or the parties whose assets are managed by our clients, may pursue claims against us for very significant dollar amounts based on what may be alleged to be even a small error or malfunction in certain of our products or services.

Errors or defects can exist at any point in a product’s life cycle, but are frequently found after introduction of new products or enhancements to existing products. We continually introduce new methodologies and products, and new versions of our products. Despite internal testing and testing by current clients, our current and future products may contain serious defects or malfunctions. If we detect any errors before we release a product or publish a methodology, we might have to delay the product or index release for an extended period of time while we address the problem. We may not discover errors that affect our new or current products or enhancements until after they are deployed, and we may need to provide enhancements to correct such errors, and in certain cases it may be impracticable to correct such errors. If undetected errors exist in our products or methodologies, or if our products fail to perform properly due to defects, malfunctions or similar problems, it could result in harm to our brand or reputation, lost sales, delays in commercial release, third party claims, contractual disputes, negative publicity, delays in or loss of market acceptance of our products, license terminations or renegotiations and/or unexpected expenses and diversion of resources to remedy or mitigate such errors. Additionally, any undetected errors, defects, malfunctions or similar problems in our products or methodologies could lead to significant failures, disruptions or slowdowns with respect to our product delivery to clients. The realization of any of these events could materially adversely affect our business, financial condition or results of operations. See “— Certain events could lead to interruptions in our operations, including interruptions affecting our information technology platform, electronic delivery systems and the internet, that could impair our ability to provide clients with products and customer service. Any resulting failures, disruptions or instability may have a material adverse effect on our financial condition or results of operations” above.

While we have provisions in our client contracts that are designed to limit our exposure to potential liability claims brought by our clients or third parties based on the use of our products or services or delay or failure to provide services, these provisions do not always eliminate liability resulting from the occurrence of any of these events entirely and may have certain exceptions that could result in the provision of credits, contractual penalties and adverse monetary judgments, or be invalidated by unfavorable judicial decisions or by federal, state, foreign or local laws. Any such claims brought against us, even if the outcome were to be ultimately favorable to us, would involve a significant commitment of our management, personnel, financial and other resources and could have a negative impact on our reputation or pose a significant disruption to our normal business operations. In addition, the duration or outcome of such claims and lawsuits is difficult if not impossible to predict, which could further exacerbate the adverse effect they may have on our business operations.

Our business is dependent on our clients’ continued investment in equity securities as well as the measurement of the performance of our clients’ equity investments against equity benchmarks. If investment in equity markets declines, if our clients significantly reduce their investments in equity securities, or if they discontinue the use of equity benchmarks to measure performance, our business, financial condition or results of operations could be materially adversely affected.

A significant portion of our revenues comes from our products that are focused on various aspects of managing or monitoring equity portfolios. Volatility in equity markets over an extended period or other factors may lead to an overall decline in the viability of such markets, which could reduce new business opportunities for us and our clients. To the extent our clients significantly deemphasize equity securities in their investment strategies, the demand for our equity products would likely decrease, which could have a material adverse effect on our business, financial condition or results of operations. See “— Our revenues attributable to asset-based fees may be affected by changes in the capital markets, particularly the equity capital markets. A decrease in our revenues attributable to these fees could have a material adverse effect on our business, financial condition or results of operations ” above.

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Additionally, our equity indexes serve as equity benchmarks against which our clients can measure the performance of their investments. If clients decide to measure performance on an absolute return basis instead of against an equity benchmark, the demand for our equity indexes could decrease. Any such decrease in demand for our equity indexes could have a material adverse effect on our business, financial condition or results of operations.

Cancellation of subscriptions or investment product licenses or renegotiation of terms by a significant number of clients could have a material adverse effect on our business, financial condition or results of operations.

 Our principal business model is to license annual, recurring subscriptions to our products for use at specified locations and often by a given number of users or for a certain volume of products or services. For most of our products and services, our clients may cancel their subscriptions or investment product licenses at the end of the current term. While we believe the primarily annual, recurring subscription model supports our marketing efforts by allowing clients to subscribe without the requirement of a long-term commitment, the cancellation of subscriptions or investment product licenses by a significant number of clients at any given time may have a material adverse effect on our business, financial condition or results of operations.

Our financial condition and results of operations may be negatively impacted to the extent that our current and potential future clients are affected by adverse changes in the financial markets.

Unfavorable changes in global or domestic financial market conditions may negatively impact the performance and financial viability of our current and potential clients, the majority of which are in the financial services industry. As a result, adverse financial market conditions could result in reduced demand for our products and services due to, among other things, the closure or consolidation of our clients, a decrease in the number of fund launches, including hedge fund launches or a shift in our clients’ investment patterns; the inability of our customers to pay for products or services, including forgoing products or services, delaying payment or underpaying; prolonged selling and renewal cycles; and increased reserves for doubtful accounts and write-offs of accounts receivable.

If we are unable to successfully identify, execute and realize synergies from acquisitions, or if we experience integration, financing, or other risks resulting from our acquisitions, our financial results may be materially adversely affected.

An element of our growth strategy is growth through acquisitions. As we continue pursuing selective acquisitions to support our growth strategy, we seek to be a disciplined acquirer, and there can be no assurance that we will be able to identify suitable candidates for successful acquisition at acceptable prices. In addition, our ability to achieve the expected returns and synergies from our past and future acquisitions depends in part upon our ability to effectively integrate the offerings, technology, sales, administrative functions and personnel of these businesses into our business. We cannot assure you that we will be successful in integrating acquired businesses or that our acquired businesses will perform at the levels we anticipate. In addition, our past and future acquisitions may subject us to unanticipated risks or liabilities or disrupt our operations. Any acquisition could present a number of risks, including:

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In the event that we experience a high level of acquisition-related activity within a limited period of time, the possibility of occurrence of these risks would likely increase for that period. In addition, if we are unsuccessful in completing acquisitions of other businesses, operations or assets or if such opportunities for expansion do not arise, our future growth, business, financial condition or results of operations could be materially adversely affected.

Our revenues, expenses, assets and liabilities are subject to foreign currency exchange rate fluctuation risk.

We are subject to foreign currency exchange rate fluctuation risk. Exchange rate movements can impact the U.S. dollar reported value of our revenues, expenses, assets and liabilities denominated in non-U.S. dollar currencies or where the currency of such items is different than the functional currency of the entity where these items were recorded.

We generally invoice our clients in U.S. dollars; however, we invoice a portion of our clients in Euros, British pounds sterling, Japanese yen and a limited number of other non-U.S. dollar currencies. For the years ended December 31, 2016 and 2015, 16.9% and 17.8%, respectively, of our revenues are subject to foreign currency exchange rate risk and primarily includes clients billed in foreign currency as well as U.S. dollar exposures on non-U.S. dollar foreign operating entities. Of the 16.9% of non-U.S dollar exposure for the year ended December 31, 2016, 35.5% was in British pounds sterling, 34.4% was in Euros and 24.9% was in Japanese yen. Of the 17.8% of non-U.S dollar exposure for the year ended December 31, 2015, 37.0% was in British pounds sterling, 35.8% was in Euros, and 21.6% was in Japanese yen.

Revenues from index-linked investment products represented 18.3% and 18.4% of operating revenues for the years ended December 31, 2016 and 2015, respectively. While a substantial portion of our fees for index-linked investment products are invoiced in U.S. dollars, the fees are based on the investment product’s assets, of which two-thirds are invested in securities denominated in currencies other than the U.S. dollar. Accordingly, declines in such other currencies against the U.S. dollar will decrease the fees payable to us under such licenses. In addition, declines in such currencies against the U.S. dollar could impact the attractiveness of such investment products resulting in net fund outflows, which would further reduce the fees payable under such licenses.

We are exposed to additional foreign currency risk in certain of our operating costs. Approximately 38.3% and 41.3% of our operating expenses for the years ended December 31, 2016 and 2015, respectively, were denominated in foreign currencies, the significant majority of which were denominated in British pounds sterling, Indian rupees, Swiss francs, Euros, Hungarian forints, Hong Kong dollars, Chinese yuan and Mexican pesos. Expenses incurred in foreign currency may increase as we expand our business outside the U.S.

We have certain monetary assets and liabilities denominated in currencies other than local functional amounts and when these balances were remeasured into their local functional currency, either a gain or a loss resulted from the change of the value of the functional currency as compared to the originating currencies. We manage foreign currency exchange rate risk, in part, through the use of derivative financial instruments comprised principally of forward contracts on foreign currency which are not designated as hedging instruments for accounting purposes. The objective of the derivative instruments is to minimize the impact on the income statement of the volatility of amounts denominated in certain foreign currencies. We recognized total foreign currency exchange losses of $0.2 million and $2.2 million for the years ended December 31, 2016 and 2015, respectively. Although we believe that our guidelines and policies are reasonable and prudent, any hedging instruments that we are currently party to or may enter into in the future may not be successful, resulting in an adverse impact on our results of operations.

To the extent that our international activities recorded in local currencies increase or decrease in the future, our exposure to fluctuations in currency exchange rates may correspondingly increase and could have a material adverse effect on our business, financial condition or results of operations.  Most recently, on June 23, 2016, the

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United Kingdom voted to leave the European Union through the Referendum of the United Kingdom’s Membership of the European Union, an event commonly referred to as “Brexit.”  While the full effects of Brexit will not be known for some time, the Brexit vote caused significant volatility in currency exchange rates, especially between the U.S. dollar and the British pound sterling.  For example, the exchange rate as of December 31, 2016 was £0.81/$1 compared with a rate on June 23, 2016 of £0.68/$1 and a rate on June 1, 2016 of £0.69/$1. The weaker British pound sterling means that revenues earned in British pound sterling translate to lower reported U.S. dollar revenues. The weaker British pound sterling also means that expenses incurred in British pound sterling translate to lower reported U.S. dollar expenses. The weaker British pound sterling could also impair the purchasing power of our clients and could result in decreased demand for our products and services. The fall in the British pound sterling relative to the U.S. dollar, and the strengthening of the U.S. dollar relative to a number of currencies including the British pound sterling, could have significant impacts on our business, financial condition or results of operations.

Our indebtedness could materially adversely affect our cash flows and financial flexibility.

As of December 31, 2016, we had $2.1 billion of outstanding indebtedness from our Senior Notes and a related interest expense of $101.7 million for the year ended December 31, 2016. We also maintain a $220.0 million senior unsecured revolving credit agreement (the “Revolving Credit Agreement”), which was undrawn as of December 31, 2016.

Although management believes that our cash flows will be sufficient to service our outstanding indebtedness, there may be circumstances in which required payments of principal and/or interest on this debt could adversely affect our cash flows. The terms of our current financing include restrictive covenants that limit our ability and our existing and future subsidiaries’ abilities to, among other things, incur liens; incur additional indebtedness; make investments; make acquisitions, merge, dissolve, liquidate, consolidate with or into another person; sell, transfer or dispose of assets; pay dividends or other distributions in respect of our capital stock; change the nature of our business; enter into any transactions with affiliates other than on an arm’s length basis; and prepay, redeem or repurchase debt. In addition, the agreements relating to our Senior Notes restrict our non-guarantor subsidiaries’ ability to create, assume, incur or guarantee additional indebtedness without such non-guarantor subsidiaries guaranteeing our outstanding Senior Notes on a pari passu basis. Affirmative covenants in the agreements relating to our current financings may interfere with our ability to obtain financings and to engage in business activities, which could have a material adverse effect on our business, financial condition or results of operations.

Our Revolving Credit Agreement also requires us to comply with financial ratio maintenance covenants. Under the terms of our Revolving Credit Agreement, certain increases (or decreases) in our consolidated leverage ratio may result in an increase (or decrease) in the fees applicable to (i) outstanding borrowings under such facility and (ii) undrawn commitments under such facility, in each case, in a predetermined percentage amount (the “applicable margin”). If we experience, as of a scheduled quarterly test date, an increase in our consolidated leverage ratio above a threshold amount specified in our Revolving Credit Agreement, the interest rates on our outstanding borrowings and/or the fee rate on our unused commitments will rise by the applicable margin. Consequently, any increase in our consolidated leverage ratio could result in higher debt service costs under such facility, even if we do not have borrowings outstanding under such facility.

As of December 31, 2016, our Consolidated Leverage Ratio (as defined in the Revolving Credit Agreement) was 3.50:1.00. We are therefore currently subject to the highest applicable margin provided for under our Revolving Credit Agreement. The rate on our unused commitments is 0.35%.

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If we incur substantial additional indebtedness, the risks described above could be further exacerbated.

We may need to incur additional indebtedness, including secured indebtedness, in the future in the ordinary course of business. The terms of our Revolving Credit Agreement and the Indentures governing our Senior Notes restrict, but do not completely prohibit, us from doing so. We are permitted to borrow up to $220.0 million under our Revolving Credit Agreement. In addition, the Indentures governing our Senior Notes allow us to issue additional Senior Notes under certain circumstances. Accordingly, we may be able to incur substantial additional debt from time to time under our existing debt agreements and otherwise, to finance working capital, capital expenditures, investments or acquisitions, or for other purposes. If we do so, the risks related to our level of indebtedness could intensify. Specifically, a high level of indebtedness could, among other things:

If we are unable to comply with the restrictions and covenants in our debt agreements, there could be a default under the terms of such agreements, which could result in an acceleration of repayment.

If we are unable to comply with the restrictions and covenants in our Revolving Credit Agreement and the Indentures governing our Senior Notes, there could be a default under the terms of these debt agreements. Our ability to comply with these restrictions and covenants, including meeting financial ratios and tests, may be affected by events beyond our control including prevailing economic, financial and industry conditions. As a result, there can be no assurance that we will be able to comply with these restrictions and covenants or meet such financial ratios and tests, and any such default under our debt agreements could have a material adverse effect on our business by, among other things, limiting our ability to take advantage of financings, mergers and acquisitions or other corporate opportunities.

Additionally, if certain events of default occur, continue or remain uncured under our debt agreements, we are required to repurchase, redeem, repay or prepay, as the case may be, the debt under such agreement prior to maturity and/or such debt could become accelerated and immediately due and payable. For example, upon the occurrence of specified changes of control in our ownership, the holders of the Senior Notes have the right to compel us to repurchase all or part of the 2024 Senior Notes, the 2025 Senior Notes, or the 2026 Senior Notes, as applicable, in cash at a price equal to 101.0% of the aggregate principal amount to be repurchased plus accrued interest. Additionally, the holders of the 2024 Senior Notes, the 2025 Senior Notes, or the 2026 Senior Notes may, in connection with certain events of default, accelerate the principal amount of the 2024 Senior Notes, the 2025 Senior Notes, or the 2026 Senior Notes, as applicable, together with accrued and unpaid interest, and declare the same to be due and payable after giving the required notice.

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Likewise, under our Revolving Credit Agreement, the lenders may, in connection with certain events of default, elect to terminate borrowing commitments and declare all outstanding borrowings, together with accrued and unpaid interest and other fees, to be due and payable.

Our debt agreements also contain cross-default or cross-acceleration provisions, pursuant to which a default is deemed to have occurred under such agreement if a default or acceleration occurs under another debt agreement. For example, our Revolving Credit Agreement and the Indentures governing our Senior Notes contain cross-default provisions relating to nonpayment by us or any of our subsidiaries in connection with debt aggregating $50.0 million or more (subject to certain cure periods). If any of the above events should occur, we and our subsidiaries may not have sufficient assets to repay in full all of our outstanding indebtedness. Additionally, we may not be able to amend our debt agreements or obtain needed waivers on satisfactory terms.

To service our indebtedness, we will require a significant amount of cash. However, our ability to generate cash depends on many factors beyond our control. If we are unable to access or generate a sufficient amount of cash, our financial condition and results of operations could be negatively impacted.

Our ability to make payments on our indebtedness and to fund planned capital expenditures depends on our ability to generate and access cash in the future, which, in turn, is subject to general economic, financial, competitive, regulatory and other factors, many of which are beyond our control. We cannot assure you that we will maintain cash flows sufficient to permit us to pay the principal, premium, if any, and interest on our indebtedness. Our business may not generate sufficient cash flow from operations and we may not have available to us future borrowings in an amount sufficient to enable us to pay our indebtedness or to fund our other liquidity needs. In these circumstances, we may need to refinance all or a portion of our indebtedness on or before maturity. However, we may not be able to secure additional financing on terms favorable or acceptable to us or at all. If we cannot refinance or otherwise pay our obligations as they mature and fund our liquidity needs, our business, financial condition, results of operations, cash flows, liquidity, ability to obtain financing and ability to compete in our industry could be materially adversely affected.

Absent sufficient cash flow in the U.S. and the ability to refinance, we could also be forced to sell assets or to repatriate cash to the U.S. to make up for any shortfall in our payment obligations. However, the terms of our Revolving Credit Agreement and the Indentures governing our Senior Notes limit our and our subsidiaries’ ability to sell assets and also restrict the use of proceeds from such a sale. Accordingly, we may not be able to sell assets or access cash outside the U.S. quickly enough to generate sufficient amounts to enable us to meet our obligations on our indebtedness. Additionally, the repatriation of cash to the U.S. could result in additional taxes.

Increased costs of financing, a reduction in the availability of short-term and long-term funding and access to capital, fluctuations in the levels of interest rates and inflation, could materially adversely affect our liquidity, operating expenses or results of operations.

At December 31, 2016, we had no borrowings outstanding under our Revolving Credit Agreement and all of our outstanding long-term debt was subject to a fixed interest rate. Adverse conditions in the domestic and global financial markets could, however, increase our costs for additional financing and negatively affect our ability to refinance, repurchase, redeem, repay or prepay, as the case may be, our debt at or prior to maturity, raise capital or fund other types of obligations. Additionally, we may face increased financing costs if we are no longer able to deduct interest paid on our borrowings if there are changes to domestic and international tax laws. See “—We may have exposure to additional tax liabilities in various jurisdictions” below. Our access to capital is also impacted by changes in interest rates and inflation, which could restrict the availability to us of short-term and long-term funding. Recent interest rates in the U.S. have been at historically low levels, and increases in these rates could increase our interest expense and reduce our funds available for operations and other purposes with respect to newly incurred debt, or borrowings, if any. Additionally, any downgrades to our credit rating or outlook may increase the cost, and reduce the availability, of financing. See “— A change in our credit ratings could materially adversely affect our financial condition” below.

If we borrow under our Revolving Credit Agreement, such indebtedness would bear interest at fluctuating interest rates, primarily based on the London Interbank Offered Rate (“LIBOR”) for deposits of U.S. dollars. LIBOR tends to fluctuate based on general economic conditions, general interest rates, Federal Reserve rates and the supply

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of and demand for credit in the London interbank market. Increases in the interest rate generally, and particularly when coupled with any significant variable rate indebtedness, could materially adversely impact our interest expenses. To the extent we borrow under our Revolving Credit Agreement, we are not required to enter into interest rate swaps to hedge such indebtedness. If we decide not to enter into hedges on such indebtedness, our interest expense on such indebtedness will fluctuate based on LIBOR or other variable interest rates. Consequently, we may have difficulties servicing such unhedged indebtedness and funding our other fixed costs, and our available cash flow for general corporate requirements may be materially adversely affected.

If we do enter into interest rate swap agreements, developing an effective strategy for movements in interest rates is complex, and no strategy can completely insulate us from risks associated with such fluctuations. In addition, the counterparty to a derivative instrument could default on its obligation thereby exposing us to credit risk. Further, we may have to repay certain costs, such as transaction fees or brokerage costs, if a derivative instrument is terminated by us. Finally, our interest rate risk management activities could expose us to substantial losses if interest rates move materially differently from our expectations. As a result, our interest rate hedging activities may not effectively manage our interest rate sensitivity or have the desired beneficial impact on our financial condition or results of operations.

A change in our credit ratings could materially adversely affect our financial condition.

Our credit ratings are not recommendations to buy, sell or hold any of our common stock or outstanding debt. Our outstanding debt under the Senior Notes, which amounts to an aggregate principal amount of approximately $2.1 billion, currently has a non-investment grade rating. Any rating assigned to such debt is subject to ongoing evaluation by the credit rating agencies and could be lowered or withdrawn entirely at any time by such agency if, in the agency’s judgment, future circumstances relating to the basis of the rating so warrant. Such future circumstances include, but are not limited to, adverse changes to our results of operations, financial condition or cash flows, or revisions to our corporate strategy pertaining to capitalization or leverage. For example, on July 28, 2015, the Board of Directors authorized corporate action that led to a change in the Company’s target leverage and interest expense, allowing for the issuance of our 2025 Senior Notes on August 13, 2015. Following the Board of Directors’ authorization, one of the ratings agencies described the increase as substantially higher than current leverage levels and as a result downgraded our credit rating. This recent downgrade, and any further downgrade, could adversely affect the amount of capital we can access, as well as the terms of any financing we obtain.

In addition, our debt covenants contain certain obligations that are triggered by a change in our credit rating. The Senior Notes contain covenants that require the Company to offer to repurchase the 2024 Senior Notes, the 2025 Senior Notes, or the 2026 Senior Notes as applicable, in cash at a price equal to 101.0% of their par value, in the event of a change of control of the Company or disposition of substantially all of the Company’s assets. The Company is obligated to make such repurchase offer to noteholders if the following two conditions are met at the time of, or as a result of, such change of control or asset sale transaction: (i) the Senior Notes are rated below investment grade by each rating agency that rates the Senior Notes and (ii) the Senior Notes are downgraded by any rating agency.

Any adverse change in our credit rating could have a negative effect on our liquidity and future growth through transactions in which we rely on the ability to receive debt capital at an advantageous cost and on favorable terms. Accordingly, actual or anticipated changes or downgrades to or withdrawal of our credit ratings, including any announcement that our ratings are under review or have been assigned a negative outlook, could have a material adverse effect on our financial condition, results of operations and cash flows, and on the market value of our common stock and outstanding debt.

We are subject to unanticipated costs in connection with political, economic, legal, operational, franchise and other risks as a result of our international operations, which could materially adversely impact our businesses.

As we continue to expand our international operations, we increase our exposure to political, economic, legal, operational, franchise and other risks that are inherent in operating in many countries, including risks of possible capital controls, exchange controls, customs duties, sanctions compliance, tax penalties, levies or assessments, broad

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regulatory discretion and other restrictive governmental actions, as well as the outbreak of hostilities or political and governmental instability in certain of the countries or regions in which we conduct operations. A significant number of our employees are located in offices outside of the U.S. and a number of those employees are located in emerging market locations. For example, as of December 31, 2016, 56.2% of our employees were located in emerging market locations. The cost of establishing and maintaining these offices, including costs related to information technology infrastructure, as well as the costs of attracting, training and retaining employees in these locations may be higher, or may increase at a faster rate, than we anticipate, which could have a material adverse effect on our business, financial condition or results of operations.

Additionally, the laws and regulations in many countries applicable to our business are uncertain and evolving, and it may be difficult for us to determine the exact requirements of local laws in every market. Our inability to maintain consistent internal policies and procedures across our offices and remain in compliance with local laws in a particular market could have a significant and negative effect not only on our businesses in that market but also on our reputation generally.

In order to penetrate markets outside of the U.S., we must provide a suite of products and services that fit the needs of the local market. Demand for our products and services is still nascent in many parts of the world.

Many countries have not fully developed laws and regulations regarding risk management and ESG and, in many cases, institutions in these countries have not developed widely accepted best practices regarding the same. If we do not appropriately tailor our products and services to fit the needs of the local market, we may be unable to effectively grow sales of our products and services outside of the U.S. There can be no assurances that demand for our products and services will develop in these countries.

We may be exposed to liabilities under applicable anti-corruption laws and any determination that we violated these laws could have a material adverse effect on our business.

We are subject to various anti-corruption laws that prohibit improper payments or offers of payments to foreign governments and their officials for the purpose of obtaining or retaining business. We have business in countries and regions which are less developed and are generally recognized as potentially more corrupt business environments. Our activities in these countries create the risk of unauthorized payments or offers of payments by one of our employees or agents that could be in violation of various anti-corruption laws including the Foreign Corrupt Practices Act of 1977, as amended (the “FCPA”) and the U.K. Bribery Act 2010. We have implemented safeguards and policies to discourage these practices by our employees and agents. However, our existing safeguards and any future improvements may prove to be less than effective and our employees or agents may engage in conduct for which we might be held responsible. If employees violate our policies or we fail to maintain adequate record-keeping and internal accounting practices to accurately record our transactions we may be subject to regulatory sanctions. Violations of the FCPA or other anti-corruption laws may result in severe criminal or civil sanctions and penalties, and we may be subject to other liabilities which could have a material adverse effect on our business, results of operations and financial condition.

We may have exposure to additional tax liabilities in various jurisdictions.

As a global corporation, we are subject to income taxes as well as non-income or indirect taxes, in the U.S. and various foreign jurisdictions. Significant judgment is required in determining our global provision for income taxes and other tax liabilities. In the ordinary course of a global business, there are many intercompany transactions and calculations where the ultimate tax determination is uncertain. We are regularly under audit by tax authorities. Changes in domestic and international tax laws could negatively impact our overall effective tax rate.

Although we believe that our tax provisions are reasonable, there can be no assurance that the final determination of tax audits or tax disputes will not be different from what is reflected in our historical income tax provisions and accruals. To the extent we are required to pay amounts in excess of our reserves, such differences could have a material adverse effect on our Consolidated Statement of Income for a particular future period. In addition, an unfavorable tax settlement could require use of our cash and result in an increase in our effective tax rate in the period in which such resolution occurs.

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We are also subject to non-income taxes, such as payroll, sales, use, value-added, net worth, property and goods and services taxes, in the U.S. and various foreign jurisdictions. We are regularly under audit by tax authorities with respect to these non-income taxes and may have exposure to additional non-income tax liabilities.

Our investments in recorded goodwill and other intangible assets as a result of acquisitions, including goodwill and other intangible assets resulting from our acquisitions, could be impaired as a result of future business conditions, requiring us to record substantial write-downs that would reduce our operating income.

We have goodwill and intangible assets of $1,903.5 million recorded on our balance sheet as of December 31, 2016. We evaluate the recoverability of recorded goodwill amounts annually or when evidence of potential impairment exists. Intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying value of the asset may not be recoverable. These impairment tests are based on several factors requiring management’s judgment. Changes in fair market valuations and our operating performance or business conditions, in general, could result in future impairments of goodwill or intangible assets which could materially adversely affect our results of operations. In addition, if we are not successful in achieving anticipated operating efficiencies associated with acquisitions, our goodwill and intangible assets may become impaired.

In connection with our initial public offering and separation from Morgan Stanley, we entered into agreements with Morgan Stanley where we agreed to indemnify Morgan Stanley for, among other things, certain past, present and future liabilities related to our business.

Pursuant to certain agreements we entered into with Morgan Stanley relating to the provision of services and other matters, we agreed to indemnify Morgan Stanley for, among other matters, certain past, present and future liabilities related to our business. Such liabilities include certain unknown liabilities, which could be significant.

Risks Related to Ownership of Our Common Stock

The market price of our common stock may be volatile, which could result in substantial losses.

The market price of our common stock is likely to fluctuate in the future for a variety of factors, some of which are beyond our control. One possible outcome of such fluctuation could be a decline in the value of your investment. For example, some of the factors that may cause the market price of our common stock to fluctuate include:

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In addition, if the market for stocks in our industry, or the stock market in general, experiences a loss of investor confidence, the trading price of our common stock could decline for reasons unrelated to our business, financial condition or results of operations. If any of the foregoing occurs, it could cause our stock price to fall and may expose us to lawsuits that, even if unsuccessful, could be costly to defend and a distraction to management.

Our business performance might not be sufficient for us to meet the full-year financial guidance or long-term targets that we provide publicly.

We provide full-year financial guidance and long-term targets to the public based upon our assumptions regarding our expected financial performance. For example, we provide assumptions regarding our ability to manage our expenses, generate free cash flow, achieve a certain effective tax rate, access cash generated outside of the U.S. and achieve our profitability targets. While we believe that our annual financial guidance and long-term targets provide investors and analysts with insight to our view of the Company’s future performance, such financial guidance and long-term targets are based on assumptions that may not always prove to be accurate and may vary from actual results. If we fail to meet the full-year financial guidance or achieve the long-term targets that we provide, or if we find it necessary to revise such guidance during the year or long-term targets over time, the market value of our common stock could be adversely affected.

Future sales of our common stock, or the perception that such sales may occur, could depress our common stock price.

Sales of a substantial number of shares of our common stock, or the perception that such sales may occur, could depress the market price of our common stock. This would include sales of our common stock underlying restricted shares of common stock and options to purchase shares of common stock granted in connection with our initial public offering and pursuant to our equity incentive compensation plans. The following table presents the number of shares of common stock issued under each of our equity incentive compensation plans as of December 31, 2016.

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For additional information on our equity compensation plans, see Part II, Item 5. “Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity—Equity Compensation Plans” and Note 8, “Shareholders’ Equity” of the Notes to the Consolidated Financial Statements included herein. As of February 17, 2017, 90,545,374 shares of our common stock were outstanding and freely tradable without restriction or further registration under the Securities Act of 1933, as amended, by persons other than our affiliates within the meaning of Rule 144 under the Securities Act.

In the future, we may also issue additional shares of our common stock in connection with investments and acquisitions. The amount of our common stock issued in connection with an investment or acquisition could constitute a material portion of the outstanding common stock.

Provisions in our Third Amended and Restated Certificate of Incorporation and Amended and Restated By-laws and 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.

Provisions of our Third Amended and Restated Certificate of Incorporation and Amended and Restated By-laws and Delaware law may discourage, delay or prevent a merger, acquisition or other change in control that shareholders may consider favorable, including transactions in which you might otherwise receive a premium for your shares of our common stock. These provisions may also prevent or frustrate attempts by our shareholders to replace or remove our management. These provisions include:

Generally, the amendment of our Third Amended and Restated Certificate of Incorporation requires approval by our Board of Directors and a majority vote of shareholders. Any amendment to our By-laws requires the approval of either a majority of our Board of Directors or holders of at least 80% of the votes entitled to be cast by the outstanding capital stock in the election of our Board of Directors.

Section 203 of the General Corporation Law of the State of Delaware prohibits a person who acquires more than 15% but less than 85% of all classes of our outstanding voting stock without the approval of our Board of Directors from merging or combining with us for a period of three years, unless the merger or combination is approved by the affirmative vote of at least two-thirds of our outstanding voting stock not owned by such person.

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These provisions would apply even if the proposed merger or acquisition could be considered beneficial by some shareholders.

The existence of the foregoing provisions and anti-takeover measures could limit the price that investors might be willing to pay in the future for shares of our common stock. They could also deter potential acquirers of the Company, thereby reducing the likelihood that a premium would be paid for your common stock in an acquisition.

We may not be able to maintain payments of dividends at current levels and the failure to do so may negatively affect the market price of our common stock.

On September 17, 2014, our Board of Directors approved a plan to initiate a regular quarterly cash dividend to our shareholders. On October 30, 2014, we began paying regular quarterly cash dividends and have paid such dividends each quarter thereafter. On February 1, 2017, our Board of Directors declared our next quarterly cash dividend, in an amount of $0.28 per share of common stock, to be paid on March 15, 2017 to shareholders of record as of the close of trading on February 17, 2017. Although we plan to continue to pay regular quarterly cash dividends at the target rates (currently 30%-40% of Adjusted EPS) established by our Board of Directors from time to time, there can be no assurance that we will be able to continue to do so or that we will achieve an annual dividend rate in any particular amount. Our Board of Directors may, in its discretion, decrease the quarterly or annual rate of dividends or entirely discontinue the payment of dividends at any time if it deems such action to be in the best interests of the Company and our shareholders.

Our cash dividend policy is based upon our Board of Directors’ assessment of our financial condition and the general business environment in which we operate at the time of declaration. Any future declaration and payment of cash dividends to our shareholders depends on the assessment of a number of factors, some of which are beyond our control, and a change in any one or more factors could affect our dividend policy. These factors include: our results of operations and liquidity; future prospects for earnings and cash flows; our available cash on hand and anticipated cash needs; the level and timing of capital expenditures, principal repayments and other capital needs; our ability to comply with current or future financial and negative covenants that limit our ability to pay dividends and make certain other restricted payments (including the incurrence covenants contained in our Revolving Credit Agreement and the Indentures governing our Senior Notes); tax treatment of dividends in the U.S.; legal restrictions on the payment of dividends and other provisions of law in any applicable jurisdiction; and any other factors that our Board of Directors may deem relevant in light of the prevailing conditions at the time of such assessment. As a result, we can give no assurance that we will in the future choose or be able to declare or pay a cash dividend, maintain our current level of dividends or increase them over time. Our failure to declare or pay a dividend, a reduction in the level of such dividend or the discontinuance of such dividend could materially adversely affect the market price of our common stock.

The share repurchase programs approved by our Board of Directors may not result in enhanced value to shareholders and may negatively affect our share price.

On October 26, 2016, the Board of Directors approved an additional stock repurchase program authorizing the purchase of up to $750.0 million worth of shares of our common stock (together with the $330.3 million authorization remaining under the 2015 Repurchase Program, the “2016 Repurchase Program”). As of December 31, 2016, the remaining authorization under the 2016 Program was approximately $870.0 million. Share repurchases made pursuant to the 2016 Repurchase Program may take place in the open market or in privately negotiated transactions from time to time based on market and other conditions. This authorization may be modified, suspended or terminated by the Board of Directors at any time without prior notice. The 2016 Repurchase Program carries risks and uncertainties, including, among other things, that the authorized purchases will not be completed within the expected timing or will not be made at the best possible price. Additionally, we are permitted to, and may, discontinue the 2016 Repurchase Program at any time, including, without limitation, upon determining that we have insufficient cash flows or surplus levels required by Delaware law to continue to execute such program. Any such discontinuation or inability to continue to execute the 2016 Repurchase Program could cause the market price of our common stock to decline. Accordingly, there can be no assurance that we will pursue or be successful in completing the execution of the 2016 Repurchase Program or any future repurchase program. Additionally, the existence of a share repurchase program could cause the market price of our common stock to be higher than it would be in the absence of such a program and could potentially reduce the market liquidity for our shares. As a result, any

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repurchase program may not ultimately result in enhanced value to our shareholders and may not prove to be the best use of our cash resources.

Nothing required to be disclosed.

Our corporate headquarters is located in New York, New York. This is also our largest sales office and one of our main research centers. As of December 31, 2016, our principal offices consisted of the following leased properties:

As of December 31, 2016, we also leased and occupied offices in the following locations: Hong Kong, China; Chicago, Illinois; San Francisco, California; Beijing, China; Frankfurt, Germany; Paris, France; Sydney, Australia; Tokyo, Japan; Ann Arbor, Michigan; Portland, Maine; Toronto, Canada; Shanghai, China; Singapore; Amsterdam, Netherlands; Seoul, Korea; Gaithersburg, Maryland; Cape Town, South Africa; Stockholm, Sweden; Sao Paolo, Brazil; and Dubai, United Arab Emirates.

We believe that our properties are in good operating condition and adequately serve our current business operations. We also anticipate that suitable additional or alternative space, including those under lease options, will be available at commercially reasonable terms for future expansion.

Various lawsuits, claims and proceedings have been or may be instituted or asserted against us in the ordinary course of business. While the amounts claimed could be substantial, the ultimate liability cannot now be determined because of the considerable uncertainty that exists. Therefore, it is possible that our business, operating results, financial condition or cash flows in a particular period could be materially adversely affected by certain contingencies. However, based on facts currently available, management believes that the disposition of matters that are currently pending or asserted will not, individually or in the aggregate, have a material effect on our business, operating results, financial condition or cash flows.

Not applicable.

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PART II

Stock Price and Dividends

Our common stock has traded on the New York Stock Exchange since November 15, 2007 and trades under the symbol “MSCI.” As of February 17, 2017, there were 136 shareholders of record of our common stock. The following table presents the high and low closing prices per share and cash dividends declared and distributed per share of our common stock from January 1, 2015 through December 31, 2016.

On February 17, 2017, the per share closing price of our common stock on the New York Stock Exchange was $94.27.

Dividend Policy

On September 17, 2014, the Board of Directors approved a plan to initiate a regular quarterly cash dividend. On February 1, 2017, our Board of Directors declared our first quarter cash dividend, in an amount of $0.28 per share of common stock, to be paid on March 15, 2017 to shareholders of record as of the close of trading on February 17, 2017.

The payment amounts of future dividends will be determined by the Board of Directors in light of conditions then existing, including our earnings, financial condition and capital requirements, business conditions, corporate law requirements and other factors.

The Transfer Agent and Registrar for our common stock is Broadridge Financial Solutions, Inc.

Equity Compensation Plans

On February 18, 2016, the Board of Directors, upon the recommendation of the Compensation Committee, approved the MSCI Inc. 2016 Non-Employee Directors Compensation Plan (the “Directors Plan”), a new cash and equity incentive compensation plan that was approved by shareholders at the Company’s 2016 annual meeting of shareholders. The Directors Plan replaced the Company’s then existing non-employee director compensation plan—the MSCI Inc. Independent Directors’ Equity Compensation Plan (the “2011 Plan”). The total number of shares authorized to be awarded under the Directors Plan is 352,460, which is equal to the number of shares that remained available for issuance under the 2011 Plan.

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Under the Directors Plan, directors that are not employees of the Company receive annual Board retainer fees and fees for serving on the Company’s committees, if applicable, and pursuant to the terms of the Directors Plan, a director may make an election to receive all or any portion of such director’s retainer and committee fees in shares of our common stock in lieu of cash. Non-employee directors are entitled to receive an annual grant of $140,000 each in stock units and the lead director is entitled to an additional $25,000 in stock units, which are typically subject to a one-year vesting schedule. Under the MSCI Inc. Non-Employee Directors Deferral Plan, directors may elect to defer receipt of all or any portion of any shares of our common stock issuable upon conversion of any stock unit or any retainer elected to be paid in shares of our common stock until (i) 60 days following separation of service or (ii) the earlier of a specified date or 60 days following separation of service.

On February 18, 2016, the Board of Directors, upon the recommendation of the Compensation Committee, approved the MSCI Inc. 2016 Omnibus Plan (“Omnibus Plan”), a new equity incentive compensation plan that was approved by shareholders at the Company’s 2016 annual meeting of shareholders. The Omnibus Plan replaced the Company’s existing equity compensation plan—the MSCI Inc. Amended and Restated 2007 Equity Incentive Compensation Plan (as amended, the “2007 Plan”). Compensation paid to the Company’s executive officers historically complied with the performance-based compensation exception under 162(m) of the IRC (“162(m)”) by being granted pursuant to the MSCI Inc. Performance Formula and Incentive Plan (the “Performance Plan”). Shareholder approval of the Omnibus Plan constituted approval of the material terms of the performance goals under the Omnibus Plan for purposes of 162(m). The Company will continue to maintain the Performance Plan and may make tax-qualified awards pursuant to this plan.

Pursuant to the Omnibus Plan, the Company reserved 7,565,483 shares of common stock for issuance; plus any additional shares which become available due to forfeiture, expiration or cancellation of outstanding awards, which were registered under the Securities Act following approval by the Company’s shareholders. This is in addition to currently outstanding awards under the 2007 Plan. The Omnibus Plan permits the Compensation Committee to make grants of a variety of equity based awards (such as stock options, stock appreciation rights, restricted stock units, restricted stock, performance awards and other stock-based awards) totaling up to 7,565,483 and other cash-based awards to eligible recipients, including employees and consultants. No awards will be granted under the Omnibus Plan after the earliest to occur of (i) April 28, 2026, (ii) the maximum number of shares available for issuance having been issued and (iii) the Board of Directors terminating the Omnibus Plan in accordance with its terms.

In connection with the acquisition of RiskMetrics, we filed a registration statement registering under the Securities Act the 4,257,779 shares of MSCI common stock reserved for issuance in respect of incentive awards to officers and certain employees of RiskMetrics pursuant to the RiskMetrics Group, Inc. 2000 Stock Option Plan, RiskMetrics Group, Inc. 2004 Stock Option Plan, Institutional Shareholder Services Holdings, Inc. Equity Incentive Plan and RiskMetrics Group, Inc. 2007 Omnibus Incentive Compensation Plan (collectively, the “RMG Plans”). In June 2010, we also filed a registration statement assuming 3,060,090 shares available under the RiskMetrics Group, Inc. 2007 Omnibus Incentive Compensation Plan, which terminated on June 30, 2012.

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The following table presents certain information with respect to our equity compensation plans at December 31, 2016:

Stock Repurchases

On October 28, 2015, the Board of Directors approved a new stock repurchase program authorizing the purchase of up to $1.0 billion worth of shares of MSCI’s common stock (the “2015 Repurchase Program”). On October 26, 2016, the Board of Directors approved an additional stock repurchase program authorizing the purchase of up to $750.0 million worth of shares of our common stock (together with the $330.3 million remaining authorization under the 2015 Repurchase Program, the “2016 Repurchase Program”). Share repurchases made pursuant to the 2016 Repurchase Program may take place in the open market or in privately negotiated transactions from time to time based on market and other conditions. This authorization may be modified, suspended or terminated by the Board of Directors at any time without prior notice.

For the year ended December 31, 2016, the Company repurchased approximately 10.3 million shares at an average price of $73.71 per share for a total value of $759.4 million pursuant to open market repurchases under the 2015 Repurchase Program and the 2016 Repurchase Program.

The following table provides information with respect to purchases made by or on behalf of the Company of its common stock during the quarter ended December 31, 2016. There were no other share repurchases during the quarter outside of the repurchases noted below.

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Issuer Purchases of Equity Securities

Recent Sales of Unregistered Securities

The Company has issued an aggregate principle amount of $2.1 billion in senior unsecured notes (collectively, the “Senior Notes”) in three discrete private offerings in the amounts of $800.0 million, $800.0 million and $500.0 million, to qualified institutional buyers pursuant to Rule 144A under the Securities Act of 1933, as amended (the “Securities Act”), and to certain non-U.S. persons in accordance with Regulation S under the Securities Act. The Company completed its offering of the 2026 Senior Notes on August 4, 2016, the 2025 Senior Notes on August 13, 2015 and its offering of the 2024 Senior Notes on November 20, 2014. The Senior Notes have not been registered under the Securities Act or any state securities laws.

There were no unregistered sales of equity securities in the year ended December 31, 2016.

Use of Proceeds from Sale of Registered Securities

None.

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FIVE-YEAR STOCK PERFORMANCE GRAPH

The following graph compares the cumulative total shareholders’ return on our common stock, the Standard & Poor’s 500 Stock Index and the NYSE Composite Index since December 31, 2011 assuming an investment of $100 at the closing price on December 31, 2011. In calculating total annual shareholders’ return, reinvestment of dividends, if any, is assumed. The indexes are included for comparative purposes only. They do not necessarily reflect management’s opinion that such indexes are an appropriate measure of the relative performance of the common stock. This graph is not “soliciting material,” is not to be deemed filed with the SEC and is not to be incorporated by reference in any of our filings under the Securities Act of 1933 or the Securities Exchange Act of 1934, as amended, whether made before or after the date hereof and irrespective of any general incorporation language in any such filing.

Total Investment Value

Our selected consolidated financial data for the periods presented 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 notes thereto beginning on page F-1 of this Annual Report on Form 10-K.

The selected Consolidated Statement of Income data for the years ended December 31, 2016, 2015 and 2014 and the selected Consolidated Statement of Financial Condition data as of December 31, 2016 and 2015 are derived from our audited consolidated financial statements beginning on page F-1 of this Annual Report on Form 10-K. Our consolidated financial statements for the years ended December 31, 2016, 2015 and 2014 have been audited and reported upon by an independent registered public accounting firm in each period. The selected Consolidated

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Statement of Income data for the years ended December 31, 2013 and 2012 and the selected Consolidated Statement of Financial Condition data as of December 31, 2014, 2013 and 2012 are derived from our audited consolidated financial statements not included in this Annual Report on Form 10-K.

The selected financial information presented below may not be indicative of our future performance.

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The following discussion and analysis of the financial condition and results of our operations should be read in conjunction with the consolidated financial statements and related notes included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks and uncertainties. Our actual results could differ materially from those described below. Such risks and uncertainties include, but are not limited to, those identified below and those described in Part 1, Item 1A. “Risk Factors,” within this Annual Report on Form 10-K.

Overview

We offer products and services to support the needs of institutional investors throughout their investment processes. Clients look to us for an integrated view of the drivers of risk and return in their portfolios, broad and deep asset class coverage, quality data, an objective perspective and innovation.

Our clients include asset owners (pension funds, endowments, foundations, central banks, sovereign wealth funds, family offices and insurance companies), asset management firms (mutual funds, hedge funds, providers of exchange-traded funds (“ETFs”), private wealth managers, real estate investment trusts and financial intermediaries (banks, broker-dealers, exchanges, custodians, trust companies and investment consultants).

Our products and services include indexes and analytical models; ratings and analysis that enable institutional investors to integrate ESG factors into their investment strategies; and analysis of real estate in both privately and publicly owned portfolios. Clients use our products and services to help construct portfolios and allocate assets. The analytical content we provide through our products is enabled by applications and are the basis for the services that we provide to clients. Our analytical tools and content help clients measure and manage risk across all major asset classes. Our products and services can also be customized to meet the specific needs of our clients.

As of December 31, 2016, we had over 6,500 clients across 87 countries. To calculate the number of clients, we may count certain affiliates, user locations, or business units within a single organization as separate clients. If we aggregate all related clients under their respective parent entity, the number of clients would be approximately 3,900 as of December 31, 2016. We had offices in 33 cities in 21 countries to help serve our diverse client base, with 52.3% of our revenues coming from clients in the Americas, 35.2% in Europe, the Middle East and Africa (“EMEA”) and 12.5% in Asia and Australia.

Our principal business model is to license annual, recurring subscriptions to our products and services for use at specified locations, often by a given number of users or for a certain volume of services, for a fee, which is, in a majority of cases, paid up front. Additionally, our recurring subscription offerings include our managed services offering, whereby we oversee the production of risk and performance reports on behalf of our clients. Fees attributable to annual, recurring subscriptions are recorded as deferred revenues on our Consolidated Statement of Financial Condition and are recognized on our Consolidated Statement of Income as the service is rendered. Furthermore, a portion of our revenues comes from clients who use our indexes as the basis for index-linked investment products such as ETFs or as the basis for passively managed funds and separate accounts. These clients commonly pay us a license fee, primarily in arrears, for the use of our intellectual property, primarily in arrears, based on the investment product’s assets. We also generate revenues from certain exchanges that use our indexes as the basis for futures and options contracts and pay us a license fee, primarily in arrears, for the use of our intellectual property based on their volume of trades. In addition, we generate revenues from subscription agreements for the receipt of periodic benchmark reports, digests and other publications, which are most often associated with our real estate products that are recognized upon delivery of such reports or data updates. Fees are primarily paid in arrears after the product is delivered. We also realize one-time fees related to customized reports, historical data sets and certain implementation and consulting services, as well as from certain products and services that are purchased on a non-renewal basis.

In evaluating our financial performance, we focus on revenue and profit growth, including GAAP and non-GAAP measures, for the Company as a whole as well as by operating segment. In addition, we focus on operating metrics, including Run Rate, subscription sales and Aggregate Retention Rate to manage the business. Our business is not highly capital intensive and, as such, we expect to continue to convert a high percentage of our profits into

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excess cash in the future. Our growth strategy includes: (a) expanding and deepening our relationships with investment institutions worldwide; (b) developing new and enhancing existing product offerings, including combining existing product features or data derived from our products to create new products; and (c) seeking to acquire products, technologies, services and companies that will enhance, complement or expand our client base and product offerings.

Key Financial Metrics and Drivers

We utilize a portfolio of key financial metrics to manage the Company, including GAAP and non-GAAP measures. As detailed below, we review revenues by type and by segment, or major product line. We also review expenses by activity, which provides more transparency into how resources are being deployed. In addition, we utilize operating metrics including Run Rate, subscription sales and Aggregate Retention Rate, to analyze past performance and to provide insight into our latest reported portfolio of recurring business.

In the discussion that follows, we provide variances excluding the impact of foreign currency exchange rate fluctuations. Foreign currency exchange rate fluctuations reflect the difference between the current period results as reported compared to the current period results recalculated using the foreign currency exchange rates in effect for the comparable prior period.

Revenues

Our revenues are characterized by type, which broadly reflects the nature of how they are recognized or earned. Our revenue types are recurring subscription, asset-based fees and non-recurring revenues. We also group our revenues by segment and provide the revenue type within each segment. See Part 1, Item 1. “Business—Our Operating Segments” above for additional details on the products and services that we offer.

Recurring subscription revenues represent fees earned from clients primarily under renewable contracts or agreements and are recognized in most cases ratably over the term of the license or service pursuant to the contract terms. The contracts state the terms under which these fees are to be calculated. The fees are recognized as we provide the product and service to the client over the license period and are generally billed in advance, prior to the license start date. When implementation services are included, we recognize revenues ratably from the date the application is put into production through the end of the license period. Revenues associated with implementation services, which are allocated based on MSCI’s best estimated sales price for such implementation services, are recognized ratably over the useful life of those services. Revenues from subscription agreements for the receipt of periodic benchmark reports, digests, and other publications, which are most often associated with our real estate benchmark business, are recognized upon delivery of such reports or data updates.

Asset-based fees are principally recognized based on the estimated assets under management (“AUM”) linked to our indexes from independent third-party sources or the most recently reported information provided by the client. Asset-based fees include revenues related to futures and options contracts linked to our indexes, which are primarily based on trading volumes.

Non-recurring revenues primarily represent fees earned on products and services where we do not have renewal contracts and primarily include revenues for providing historical data, certain implementation services and other special client requests. Based on the nature of the services provided, non-recurring revenues are recognized upon delivery or over the service period.

Operating Expenses

We group our operating expenses into the following activity categories:

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Costs are assigned to these activity categories based on the nature of the expense or, when not directly attributable, an estimate is allocated based on the type of effort involved.

Cost of Revenues

Cost of revenues consists of costs related to the production and servicing of our products and services and primarily includes related information technology costs, including data center, platform and infrastructure costs; costs to acquire, produce and maintain market data information; costs of research to support, maintain and rebalance existing products; costs of product management teams; costs of client service and consultant teams to support customer needs; as well as other support costs directly attributable to the cost of revenues including certain human resources, finance and legal costs.

Selling and Marketing

Selling and marketing expenses consists of costs associated with acquiring new clients or selling new products or product renewals to existing clients and primarily includes the costs of our sales force and marketing teams, as well as costs incurred in other groups associated with acquiring new business, including product management, research, technology and sales operations.

Research and Development

R&D expenses consists of the costs to develop new or enhance existing products and the costs to develop new or improved technology and service platforms for the delivery of our products and services and primarily includes the costs of application development, quality and assurance, research, product management, project management and the technology support associated with these efforts.

General and Administrative

G&A expenses consists of costs primarily related to finance operations, human resources, office of the CEO, legal, corporate technology, corporate development and certain other administrative costs that are not directly attributed, but are instead allocated, to a product or service.

Amortization of Intangible Assets

Amortization of intangible assets expense relates to definite-lived intangible assets arising from past acquisitions and consists of customer relationships, trademarks and trade names, technology and software, proprietary processes and data and non-competition agreements. We amortize definite-lived intangible assets over their estimated useful lives. Definite-lived intangible assets are tested for impairment when impairment indicators are present, and, if impaired, written down to fair value based on either discounted cash flows or appraised values. No impairment of intangible assets has been identified during any of the periods presented. We have no indefinite-lived intangibles.

Depreciation and amortization of property, equipment and leasehold improvements

This category consists of expenses related to depreciating or amortizing the cost of furniture & fixtures, computer and related equipment and leasehold improvements over the estimated useful life of the assets.

Other Expense (Income), net

This category consists primarily of interest we pay on our outstanding indebtedness, interest we collect on cash and short-term investments, transition services income associated with our sale of ISS, foreign currency exchange rate gains and losses as well as other non-operating income and expense items.

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Non-GAAP Financial Measures

Adjusted EBITDA

“Adjusted EBITDA,” a measure used by management to assess operating performance, is defined as net income before income (loss) from discontinued operations, net of income taxes, plus provision for income taxes, other expense (income), net, depreciation and amortization of property, equipment and leasehold improvements, amortization of intangible assets and, at times, certain other transactions or adjustments.

“Adjusted EBITDA expenses,” a measure used by management to assess operating performance, is defined as operating expenses less depreciation and amortization of property, equipment and leasehold improvements and amortization of intangible assets.

Adjusted EBITDA and Adjusted EBITDA expenses are believed to be meaningful measures of the operating performance of the Company because they adjust for significant one-time, unusual or non-recurring items as well as eliminate the accounting effects of capital spending and acquisitions that do not directly affect what management considers to be the Company’s core operating performance in the period. All companies do not calculate adjusted EBITDA and adjusted EBITDA expenses in the same way. These measures can differ significantly from company to company depending on, among other things, long-term strategic decisions regarding capital structure, the tax jurisdictions in which companies operate and capital investments. Accordingly, the Company’s computation of the Adjusted EBITDA and Adjusted EBITDA expenses measures may not be comparable to similarly titled measures computed by other companies.

Run Rate

Run Rate is a key operating metric and is important because an increase or decrease in our Run Rate ultimately impacts our operating revenues. At the end of any period, we generally have subscription and investment product license agreements in place for a large portion of total revenues for the following 12 months. We measure the fees related to these agreements and refer to this as “Run Rate.” See “—Operating Metrics—Run Rate” below for additional information on the calculation of this metric.

Subscription Sales

Subscription sales is a key operating metric and is important because new subscription sales increase our Run Rate and ultimately our operating revenues. See “—Operating Metrics—Subscription Sales” below for additional information.

Aggregate Retention Rate

Another key operating metric is Aggregate Retention Rate which is important because subscription cancellations decrease our Run Rate and ultimately our operating revenues. See “—Operating Metrics—Aggregate Retention Rate” below for additional information on the calculation of this metric.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States (“GAAP”). These accounting principles require us to make certain estimates and judgments that can affect the reported amounts of assets and liabilities as of the date of the consolidated financial statements, as well as the reported amounts of revenues and expenses during the periods presented. We believe the estimates and judgments upon which we rely are reasonable based upon information available to us at the time these estimates and judgments are made. To the extent there are material differences between these estimates and actual results, our consolidated financial statements will be affected. See Note 1, “Introduction And Basis Of Presentation—Significant Accounting Policies,” of the Notes to the Consolidated Financial Statements included herein for a listing of our accounting policies.

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Factors Affecting the Comparability of Results

Acquisition of Insignis

On October 16, 2015, the Company completed the purchase of Insignis for $6.5 million through its subsidiary InvestorForce. Insignis is a financial data provider, including data on positions, transactions and complex instruments such as exchange-traded futures and options, OTC swaps and foreign exchange spot and forward contracts. Financial results for Insignis are included within the Analytics segment from the time of acquisition.

The purchase price allocations for the Insignis acquisition were $4.2 million for goodwill, $2.2 million of identifiable intangible assets and $0.1 million for assets other than identifiable intangible assets. The results of Insignis were included in our results of operations from its acquisition date of October 16, 2015. The Insignis acquisition has not had a significant impact on our results of operations.

Disposition of Real Estate occupiers

On August 1, 2016, MSCI completed the sale of its Real Estate occupiers business. The value of the disposed assets and liabilities and the resulting gain on disposal were not material to the Company.

Share Repurchases

On February 4, 2014, our Board of Directors approved a stock repurchase program authorizing the purchase of up to $300.0 million worth of shares of our common stock, which was subsequently increased to $850.0 million (the “2014 Repurchase Program”). On October 14, 2015, we exhausted the $850.0 million share repurchase authorization under the 2014 Repurchase Program.

On October 28, 2015, our Board of Directors approved a new stock repurchase program authorizing the purchase of up to $1.0 billion worth of shares of our common stock (the “2015 Repurchase Program”). On October 26, 2016, our Board of Directors approved an additional stock repurchase program authorizing the purchase of up to $750.0 million worth of shares of our common stock (together with the $330.3 million remaining authorization under the 2015 Repurchase Program, the “2016 Repurchase Program”). Share repurchases made pursuant to the 2016 Repurchase Program may take place in the open market or in privately negotiated transactions from time to time based on market and other conditions. This authorization may be modified, suspended or terminated by our Board of Directors at any time without prior notice.

On September 18, 2014, as part of the 2014 Repurchase Program, we entered into an ASR agreement to initiate share repurchases aggregating $300.0 million (the “September 2014 ASR Agreement”). As a result of the September 2014 ASR Agreement, we repurchased approximately 4.5 million shares of our common stock on September 19, 2014 and received approximately 1.2 million shares of our common stock on May 21, 2015 for a combined average price of $52.79 per share.

On June 2, 2015, we began purchasing shares of our common stock in the open market in accordance with SEC Rule 10b5-1.

For the year ended December 31, 2015, the Company repurchased approximately 10.7 million shares at an average price of $62.63 per share for a total value of $670.8 million pursuant to open market repurchases.

For the year ended December 31, 2016, the Company repurchased approximately 10.3 million shares at an average price of $73.71 per share for a total value of $759.4 million pursuant to open market repurchases.

The weighted average shares outstanding used to calculate our diluted earnings per share for the year ended December 31, 2016 decreased by 12.2% compared to the year ended December 31, 2015. The weighted average shares outstanding used to calculate our diluted earnings per share for the year ended December 31, 2015 decreased by 5.8% compared to the year ended December 31, 2014. The decreases in both periods reflect the impact of the share repurchase programs, partially offset by the impact of restricted stock units and stock options that converted to shares.  

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Senior Notes and Credit Agreement

On November 20, 2014, we completed our first private offering of $800.0 million aggregate principal amount of 5.25% senior unsecured notes due 2024 (the “2024 Senior Notes”) and also entered into a new $200.0 million senior unsecured revolving credit agreement (the “2014 Revolving Credit Agreement”). We used the net proceeds from the offering of the 2024 Senior Notes, together with cash on hand, to repay in full our outstanding term loan indebtedness of $794.8 million, which bore interest at LIBOR plus a margin of 2.25%.

On August 13, 2015, we completed a private offering of $800.0 million aggregate principal amount of 5.75% Senior Notes due 2025 (the “2025 Senior Notes”) and received $789.5 million, net of $10.5 million of debt issuance costs.

On August 4, 2016, we completed a private offering of $500.0 million aggregate principal amount of 4.75% Senior Notes due 2026 (the “2026 Senior Notes”) and received $493.3 million, net of $6.7 million of debt issuance costs.

The annual interest expense related to these offerings for the year ended December 31, 2016 was $101.7 million. The annual interest expense related to these offerings in future years is expected to be approximately $116.0 million.

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Results of Operations

Year Ended December 31, 2016 Compared to Year Ended December 31, 2015

The following table presents the results of operations for the years indicated:

Operating Revenues

Our revenues are grouped by the following types: recurring subscription, asset-based fees and non-recurring revenues. We also group revenues by major product lines as follows: Index, Analytics and All Other, which includes the ESG and Real Estate product lines.

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The following table presents operating revenues by recurring subscriptions, asset-based fees and non-recurring revenues for the years indicated:

Total operating revenues grew 7.0% to $1,150.7 million for the year ended December 31, 2016 compared to $1,075.0 million for the year ended December 31, 2015.

Revenue from recurring subscriptions increased 6.5% to $913.7 million for the year ended December 31, 2016 compared to $857.5 million for the year ended December 31, 2015. The increase in recurring subscription revenues was driven by growth from Index products as well as higher revenues from Analytics and ESG products, partially offset by lower Real Estate products’ revenues within the All Other segment. Adjusting for the impact of foreign currency exchange rate fluctuations, recurring subscription revenues would have increased 7.1% for the year ended December 31, 2016 compared to the year ended December 31, 2015.

Revenues from asset-based fees increased 6.2% to $210.2 million for the year ended December 31, 2016 compared to $198.0 million for the year ended December 31, 2015. The increase was primarily driven by a 19.2% increase in non-ETF passive funds, as well as a 34.8% increase in revenue from futures and options contracts linked to MSCI indexes. The average value of AUM in ETFs linked to MSCI indexes increased $27.6 billion, or 6.6%, compared to the year ended December 31, 2015. Approximately two-thirds of the underlying securities included in the AUM of our index-linked investment products are denominated in currencies other than the U.S. dollar.

The following table presents the value of AUM in ETFs linked to MSCI indexes and the sequential change of such assets as of the end of each of the periods indicated: