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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

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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

Feedback Effects, Asymmetric Trading, and the Limits to Arbitrage

Authors
Alex Edmans, Itay Goldstein, and Wei Jiang
Date
January 1, 2015
Format
Journal Article
Journal
American Economic Review

We analyze strategic speculators' incentives to trade on information in a model where firm value is endogenous to trading, due to feedback from the financial market to corporate decisions. Trading on private information reveals this information to managers and improves their real decisions, enhancing fundamental value. While this feedback effect increases the profitability of buying on good news, it reduces the profitability of selling on bad news, and thus has an asymmetric effect on trading behavior.

Read More about Feedback Effects, Asymmetric Trading, and the Limits to Arbitrage

The Revolving Door and the SEC's Enforcement Outcomes: Initial Evidence from Civil Litigation

Authors
Ed deHaan, Simi Kedia, Kevin Koh, and Shivaram Rajgopal
Date
January 1, 2015
Format
Working Paper

We investigate the consequences of the "revolving door" for trial lawyers at the SEC's enforcement division. If future job opportunities motivate SEC lawyers to develop and/or showcase their enforcement expertise, then the revolving door phenomenon will promote more aggressive regulatory activity (the "human capital" hypothesis). In contrast, SEC lawyers can relax enforcement efforts in order to develop networking skills and/or curry favor with prospective employers at private law firms (the "rent seeking" hypothesis).

Read More about The Revolving Door and the SEC's Enforcement Outcomes: Initial Evidence from Civil Litigation

Financial Engineering and the Arms Race between Accounting Standard Setters and Preparers

Authors
R. Dye, Jonathan Glover, and S. Sunder
Date
January 1, 2015
Format
Journal Article
Journal
Accounting Horizons

This essay analyzes some problems that accounting standard setters confront in erecting barriers to managers bent on boosting their firms' financial reports through financial engineering (FE) activities. It also poses some unsolved research questions regarding interactions between preparers and standard setters. It starts by discussing the history of lease accounting to illustrate the institutional disadvantage of standard setters relative to preparers in their speeds of response.

Read More about Financial Engineering and the Arms Race between Accounting Standard Setters and Preparers

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

The Misrepresentation of Earnings

Authors
Ilia Dichev, John Graham, Campbell Harvey, and Shivaram Rajgopal
Date
January 1, 2015
Format
Working Paper

We ask nearly 400 CFOs about the definition and drivers of earnings quality, with a special emphasis on the prevalence and detection of earnings misrepresentation. CFOs believe that the hallmarks of earnings quality are sustainability, absence of one-time items, and backing by actual cash flows. Earnings quality is determined in about equal measure by controllable factors like internal controls and corporate governance, and non-controllable factors like industry membership and macroeconomic conditions.

Read More about The Misrepresentation of Earnings

Momentum Crashes

Authors
Kent Daniel and Tobias Moskowitz
Date
Forthcoming
Format
Newspaper/Magazine Article
Publication
Journal of Financial Economics

Despite their strong positive average returns across numerous asset classes, momentum strategies can experience infrequent and persistent strings of negative returns. These momentum crashes are partly forecastable. They occur in "panic" states — following market declines and when market volatility is high — and are contemporaneous with market rebounds. We show that the low ex-ante expected returns in panic states are consistent with a conditionally high premium attached to the option-like payoffs of past losers.

Read More about Momentum Crashes

Were Information Intermediaries Sensitive to the Financial Statement-based Leading Indicators of Bank Distress prior to the Financial Crisis?

Authors
Hemang Desai, Shivaram Rajgopal, and Jeff Yu
Date
Forthcoming
Format
Working Paper

In this paper we address two questions that emerged in the aftermath of the 2008 financial/banking crisis. First, did the financial statements of bank holding companies provide an early warning of their impending distress? Second, were the actions of four key financial intermediaries (short sellers, equity analysts, Standard and Poor's credit ratings and auditors) sensitive to the information in the banks' financial statements about their increased risk and potential distress?

Read More about Were Information Intermediaries Sensitive to the Financial Statement-based Leading Indicators of Bank Distress prior to the Financial Crisis?

The Value Trap: Value Buys Risky Growth

Authors
Stephen Penman and Francesco Reggiani
Date
September 1, 2014
Format
Working Paper

Value stocks earn higher returns than growth stocks on average, but it is well documented that those returns come with risk. This paper supplies an understanding of that risk in terms of fundamentals. The fundamental analysis informs that, in buying value stocks, the investor may be trapped into buying firms where prospective earnings growth is quite risky. However, the trap can be avoided by recognizing how earnings and book value are accounted for in financial statements. Specifically, the application of conservative accounting informs the investor ex ante of the risk involved.

Read More about The Value Trap: Value Buys Risky Growth

Hedging Climate Risk

Authors
Mats Andersson, Patrick Bolton, and Frederic Samama
Date
September 1, 2014
Format
Working Paper

We develop a simple dynamic investment strategy that allows long‐term passive investors to hedge climate risk without sacrificing financial returns. Our proposed hedging strategy goes beyond a simple divestment of high carbon footprint or stranded assets stocks. This is just the first step. The second step is to optimize the composition of the low carbon portfolio so as to minimize the tracking error with the reference benchmark index. We show that tracking error can be almost eliminated even for a low carbon index that has 50% less carbon footprint.

Read More about Hedging Climate Risk

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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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