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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.

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PFS Research Lab

  • PFS Research Lab
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    • Affiliated Faculty
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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.

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Our Research

Corporate Prediction Markets: Evidence from Google, Ford, and Firm X

Authors
Bo Cowgill and Eric Zitzewitz
Date
October 1, 2015
Format
Journal Article
Journal
Review of Economic Studies

Despite the popularity of prediction, markets among economists, businesses, and policymakers have been slow to adopt them in decision-making. Most studies of prediction markets outside the lab are from public markets with large trading populations. Corporate prediction markets face additional issues, such as thinness, weak incentives, limited entry, and the potential for traders with biases or ulterior motives — raising questions about how well these markets will perform.

Read More about Corporate Prediction Markets: Evidence from Google, Ford, and Firm X

If you were put in charge of all of the pensions in the world tomorrow, what is the first step you would take?

Authors
Michael Weinberg
Date
September 30, 2015
Format
Newspaper/Magazine Article
Publication
AIMA Journal

It is not every day that one is asked a question that is so critical to the sustenance and well-being of such a material percentage of the developed world.  Over the last century, it can be said that western society has evolved to incorporate the notion of a pension as an ideal. Just this past summer it was not inconceivable that Greece would leave the European Union. Why?

Read More about If you were put in charge of all of the pensions in the world tomorrow, what is the first step you would take?

Small Hedge Funds Complement Large Ones

Authors
Michael Weinberg
Date
June 30, 2015
Format
Newspaper/Magazine Article
Publication
AIMA Journal

What is the next step for institutional investors who have already embraced investing in established large hedge fund managers? What are the benefits of embracing smaller emerging hedge fund managers?

Read More about Small Hedge Funds Complement Large Ones

The Long-Term Effects of Hedge Fund Activism

Authors
Lucian Bebchuk, Alon Brav, and Wei Jiang
Date
June 15, 2015
Format
Journal Article
Journal
Columbia Law Review

We test the empirical validity of a claim that has been playing a central role in debates on corporate governance — the claim that interventions by activist hedge funds have a detrimental effect on the long-term interests of companies and their shareholders. We subject this claim to a comprehensive empirical investigation, examining a long five-year window following activist interventions, and we find that the claim is not supported by the data.

Read More about The Long-Term Effects of Hedge Fund Activism

Cheating When in The Hole: The Case of New York City Taxis

Authors
Shivaram Rajgopal and Roger White
Date
June 1, 2015
Format
Working Paper

Fraud occurs when there is an incentive and the opportunity to commit fraud and the fraudster can rationalize his behavior. Academic literature in financial economics has investigated incentives and opportunities to commit fraud but has largely ignored the fraudsters' ability to rationalize fraud. We address this gap by positing that economic actors, whose earnings are restricted by regulations, cheat more and rationalize such behavior as an effort to get "out of the hole" that regulations have forced them into.

Read More about Cheating When in The Hole: The Case of New York City Taxis

A Matter of Principle: Accounting Reports Convey both Cash-flow News and Discount-rate News

Authors
Stephen Penman and Nir Yehuda
Date
June 1, 2015
Format
Working Paper

This paper identifies cash-flow news and expected-return news in financial statements and shows that stock returns are increasing with positive cash-flow news in the statements and decreasing in the news about increasing expected returns. The identified news measures differ significantly from those identified from decomposing returns based on the Vuoltennaho (2002) framework.

Read More about A Matter of Principle: Accounting Reports Convey both Cash-flow News and Discount-rate News

An Accounting-based Characteristic Model for Asset Pricing

Authors
Stephen Penman, Francesco Reggiani, Scott Richardson, and Irem Tuna
Date
June 1, 2015
Format
Working Paper

A long stream of papers documents robust correlations between firm characteristics and future stock returns. Most of these characteristics involve accounting numbers. Usually, characteristics have been identified from data analysis, resulting in a proliferation of characteristics. A 2013 survey of published papers and working papers found 186 predictors — a number that the authors said likely under represents the total.

Read More about An Accounting-based Characteristic Model for Asset Pricing

Who Gets Swindled in Ponzi Schemes?

Authors
Stephen Deason, Shivaram Rajgopal, Gregory Waymire, and Roger White
Date
May 1, 2015
Format
Working Paper

Extant knowledge of Ponzi schemes in the accounting and finance literature is mainly anecdotal. The consequence of this is that it is difficult to know what, if anything, can be done to deter these frauds. We seek to fill part of our knowledge gap about Ponzi schemes by providing large-scale evidence based on a sample of 376 Ponzi schemes prosecuted by the SEC between 1988 and 2012. Our evidence indicates that the majority of SEC-prosecuted schemes involve sums that are much lower than those in the highly visible frauds perpetrated by Bernard Madoff and Allen Stanford.

Read More about Who Gets Swindled in Ponzi Schemes?

Does Corporate Social Responsibility (CSR) Create Shareholder Value? Exogenous Shock-Based Evidence from the Indian Companies Act 2013

Authors
Hariom Manchiraju and Shivaram Rajgopal
Date
January 1, 2015
Format
Working Paper

In 2013, a new law required Indian firms, which satisfied certain size and profitability thresholds, to spend at least 2% of their net income on CSR. We exploit this natural experiment to isolate the shareholder value implications of CSR activities.

Read More about Does Corporate Social Responsibility (CSR) Create Shareholder Value? Exogenous Shock-Based Evidence from the Indian Companies Act 2013

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Databases

The Program for Financial Studies funds and supports the following databases:

  1. S&P Global Corporate Transcripts
  2. Thomson Reuters news article database

Past funded databases

  1. Burning Glass Technologies data set
  2. Economatica in conjunction with Watson Library and the Finance and Economics department
  3. SNL Financial Database in conjunction with Dean's office and Watson Library
  4. Markit CDS database licensed for data integration project, in partnership with Watson Library
  5. 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.

Past Newsletters

  • Summer 2023
  • Fall 2022
  • Spring 2022
  • Fall 2021
  • Fall 2020
  • Summer 2020
  • Fall 2019
  • Summer 2019
  • Fall 2018

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.

Photo of Professor Mark Broadie

Mark Broadie

Carson Family Professor of Business
Decision, Risk, and Operations Division
Academic Advisory Board Member
Program for Financial Studies
Chair of Decision, Risk, and Operations
Decision, Risk, and Operations Division
Columbia Business School

Charles Calomiris

Henry Kaufman Professor Emeritus of Financial Institutions in the Faculty of Business and Professor Emeritus of International and Public Affairs
Finance Division
A headshot of Kent Daniel

Kent Daniel

Jean-Marie Eveillard/First Eagle Investment Management Professor of Business
Finance Division
Paul Glassermann

Paul Glasserman

Jack R. Anderson Professor of Business
Decision, Risk, and Operations Division
Lawrence Glosten

Lawrence Glosten

S. Sloan Colt Professor Emeritus of Banking and International Finance in the Faculty of Business
Finance Division
Trevor Harris

Trevor Harris

Arthur J. Samberg Professor Emeritus of Professional Practice
Accounting Division
Geoffrey Heal, Donald C. Waite III Professor of Social Enterprise

Geoffrey Heal

Donald C. Waite III Professor Emeritus of Social Enterprise in the Faculty of Business
Economics Division
Bernstein Faculty Leader
Bernstein Center for Leadership and Ethics
Harry Mamaysky

Harry Mamaysky

Professor of Professional Practice in the Faculty of Business
Finance Division
Faculty Director
Program for Financial Studies
Columbia Business School

Laurie Simon Hodrick

A. Barton Hepburn Professor Emerita of Economics in the Faculty of Business
Finance Division
Columbia Business School

Robert Hodrick

Nomura Professor Emeritus of International Finance
Finance Division
Suresh Sundaresan

M. Suresh Sundaresan

Robert W. Lear Professor of Finance and Economics
Finance Division
Paul Tetlock

Paul Tetlock

Alexandra Morgan Ciardi Professor of Finance and Economics
Finance Division
Senior Vice Dean for Curriculum and Programs
Dean's Office

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