Research Lab
Program for Financial Studies
The PFS encourages the creation, translation, and dissemination of research from cross-disciplinary faculty members by hosting faculty research talks; coordinating access to computing and data resources; providing research support and assistance to affiliated faculty; disseminating research to the broader community through the PFS Newsletter; and overseeing fellowships and grants.
Educating the Next Generation of Industry Leaders
The MSFE educates the next generation of industry leaders, ready to apply their quantitative training to solve real-world problems in the finance industry. Together, the research and educational missions of the PFS allow us to foster important interactions with industry partners, involving both the sharing of research & ideas, as well as student recruitment.
Our Research
Determinants of Revenue-Reporting Practices for Internet Firms
- Authors
- Date
- January 1, 2002
- Format
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Journal Article
- Journal
- Contemporary Accounting Research
The financial press and accounting regulators (e.g., the Securities and Exchange Commission and Financial Accounting Standards Board) have expressed concern about pressures on Internet firms to report high levels of revenue. This study verifies the association between market capitalization and revenue, and examines economic factors that potentially influence Internet company managers' decisions to adopt allegedly aggressive revenue-recognition policies. Specifically, we examine factors hypothesized to influence the reporting of advertising barter revenue and grossed-up sales levels.
Institutional Ownership and the Extent to Which Stock Prices Reflect Future Earnings
- Authors
- Date
- January 1, 2002
- Format
-
Journal Article
- Journal
- Contemporary Accounting Research
Articles in the financial press suggest that institutional investors are overly focused on current profitability, which suggests that as institutional ownership increases, stock prices reflect less current period information that is predictive of future period earnings. On the other hand, institutional investors are often characterized in academic research as sophisticated investors and sophisticated investors should be better able to use current-period information to predict future earnings compared with other owners.
Empirical Evidence on the Relation between Stock Option Compensation and Risk Taking
- Authors
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Shivaram Rajgopal and Terry Shevlin
- Date
- January 1, 2002
- Format
-
Journal Article
- Journal
- Journal of Accounting and Economics
We examine whether executive stock options (ESOs) provide managers with incentives to invest in risky projects. For a sample of oil and gas producers, we examine whether the coefficient of variation of future cash flows from exploration activity (our proxy for exploration risk) increases with the sensitivity of the value of the CEO's options to stock return volatility (ESO risk incentives). Both ESO risk incentives and exploration risk are treated as endogenous variables by adopting a simultaneous equations approach.
Discussion of the 'Role of Volatility in Forecasting'
- Authors
- Date
- January 1, 2002
- Format
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Journal Article
- Journal
- Review of Accounting Studies
Minton, Schrand and Walther (2002) (MSW) investigate whether cash flow (earnings) volatility helps predict subsequent levels of cash flow (earnings). Price is the present value of expected future cash flows, so if cash flow volatility forecasts future cash flows (the numerator in the present value calculation), it should have valuation implications. A similar motivation applies to earnings, which may be viewed as a proxy for cash flow.
The Interaction between Accrual Management and Hedging: Evidence from Oil and Gas Firms
- Authors
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Morton Pincus and Shivaram Rajgopal
- Date
- January 1, 2002
- Format
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Journal Article
- Journal
- The Accounting Review
This research investigates whether oil and gas producing firms use abnormal accruals and hedging with derivatives as substitutes to manage earnings volatility. Firms engaged in oil exploration and drilling are exposed to two kinds of risks that can cause earnings volatility: oil price risk and exploration risk. Firms can use abnormal accrual choices and/or derivatives to reduce earnings volatility caused by oil price risk, but cannot directly hedge the operational risk of unsuccessful drilling.
Depreciation in a Model of Probabilistic Investment
- Authors
- Date
- January 1, 2002
- Format
-
Journal Article
- Journal
- European Accounting Review
A pervasive theme in both accounting and statistics is aggregation. However, in contrast to statistics, a customary standard for determining the best aggregation rule in accounting is unavailable or, at least, not explicitly defined. Also, most accounting procedures follow a well-specified recursive algorithm of updating a summarized history number (a beginning balance sheet number) by the current period's activities (changes).
"Revenue Accounting" in the Age of E-Commerce: A Framework for Conceptual, Analytical, and Exchange Rate Considerations
- Authors
-
Jonathan Glover and Y. Ijiri
- Date
- January 1, 2002
- Format
-
Journal Article
- Journal
- Journal of International Financial Management and Accounting
This paper explores “revenue accounting” in contrast to traditional “cost accounting.” Revenue accounting serves the information needs of managers and investors in planning and controlling a firm’s sales activities and their financial consequences, especially in the age of e-commerce. Weaknesses of traditional accounting have become particularly evident recently, for example, the lack of 1) revenue mileposts, 2) revenue sustainability measurements, and 3) intangibles capitalization.
Dividend Changes and Future Profitability
- Authors
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Doron Nissim and Amir Ziv
- Date
- December 1, 2001
- Format
-
Journal Article
- Journal
- Journal of Finance
We investigate the relation between dividend changes and future profitability, measured in terms of either future earnings or future abnormal earnings. Supporting "the information content of dividends hypothesis," we find that dividend changes provide information about the level of profitability in subsequent years, incremental to market and accounting data. We also document that dividend changes are positively related to earnings changes in each of the two years after the dividend change.
Databases
The Program for Financial Studies funds and supports the following databases:
- S&P Global Corporate Transcripts
- Thomson Reuters news article database
Past funded databases
- Burning Glass Technologies data set
- Economatica in conjunction with Watson Library and the Finance and Economics department
- SNL Financial Database in conjunction with Dean's office and Watson Library
- Markit CDS database licensed for data integration project, in partnership with Watson Library
- Lipper eMAXX corporate bond database
Grants
Norges Bank Investment Management
Dates: January 1, 2018 - June 30, 2022
Coordinated by Program for Financial Studies Academic Board Member and current Senior Vice Dean, Charles Jones, Norges Bank has awarded Columbia Business School a 3-year international study of the effect of technological and regulatory changes, across equity and fixed income markets, in both the US and Europe, on market transparency. Technological and business innovations are changing the ability of market participants to observe information about the trading process, and planned regulatory changes in both the US and Europe will significantly change the information available to traders. The main goal is to identify the effects of these various regulatory changes and innovations on market quality and liquidity, and to provide guidance to policymakers and market participants on how to improve market design.
Transparency: At What Speed and Cost? One-day market structure conference hosted on June 14, 2018 in NYC bringing together academics, regulators and practitioners. A second U.S.-based conference was hosted on October 29, 2021 virtually.
NETSPAR
Dates: 2011 - 2014
The Network for Studies on Pensions, Aging and Retirement (NETSPAR) has awarded a competitive three-year international grant to a group of researchers at Columbia Business School. Coordinated by Program for Financial Studies Academic Board Member Andrew Ang and also involving professors Geert Bekaert, Robert Hodrick, Morten Sorensen, and Steve Zeldes, the research agenda is “Aspects of Long Horizon, Illiquidity, and Non-Linear Tail Risk for Portfolio Strategies.” This research exemplifies the link between theory and practice, advancing academic scholarship with direct and significant policy implications in the areas of asset pricing, asset allocation, risk management, and pension valuation and design.
Newsletters
View all of the Program for Financial Studies Newsletters below.
Affiliated Faculty
Faculty members receiving research support from the Program for Financial Studies include the professors listed alphabetically below. Please click on any profile to access information about each individual’s research interests, courses taught, publications, and awards.