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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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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

Accounting Changes and Stock Prices: An Examination of Selected Uncontrolled Variables

Authors
Ian Eggleton, Stephen Penman, and John Twombly
Date
January 1, 1976
Format
Journal Article
Journal
Journal of Accounting Research

This paper is presented within the context of two streams of research which can be identified in the current literature of empirical accounting research. Both of these research areas deal with changes in accounting methods. The first deals with the motivation for changes in accounting methods, and the second area, attempts are made to discover the consequences of accounting changes in terms of the reaction of capital markets to the output of the accounting process.

Read More about Accounting Changes and Stock Prices: An Examination of Selected Uncontrolled Variables

Disclosure Rules, Information-Production and Capital Market Equilibrium: The Case of Forecast Disclosure Rules

Authors
Nicholas Dopuch, Nicholas Gonedes, and Stephen Penman
Date
January 1, 1976
Format
Journal Article
Journal
Journal of Accounting Research

This paper deals primarily with forecast disclosure rules, a topic that has attracted the attention of both the Securities and Exchange Commission and the accounting profession. We consider two fundamental and related aspects of such a rule: 1) the extent to which the type of information to be disclosed conveys information pertinent to valuing firms; and 2) the extent to which a rule requiring public forecast disclosure is consistent with Pareto optimal allocations of resources.

Read More about Disclosure Rules, Information-Production and Capital Market Equilibrium: The Case of Forecast Disclosure Rules

What Net Asset Value?-An Extension of a Familiar Debate

Authors
Stephen Penman
Date
April 1, 1970
Format
Journal Article
Journal
Accounting Review

The purpose of this paper is to discover a theoretically sound model of asset valuation by reference to the basic underlying concept of Financial Position. It will be shown that several models of asset valuation can be developed from alternative assumptions or definitions of Financial Position, but that the application of certain metaphysical constraints brings about the rejection of some of these models.

Read More about What Net Asset Value?-An Extension of a Familiar Debate

Informational frictions and the credit crunch

Authors
Olivier Darmouni
Date
Format
Journal Article

In this paper, I estimate the magnitude of an informational friction limiting credit reallocation to firms during the 2007 to 2009 financial crisis. Because lenders rely on private information when deciding which relationship to end, borrowers looking for a new lender are adversely selected. I show how to separately identify private information from information common to all lenders but unobservable to the econometrician by using bank shocks within a discrete choice model of relationships.

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Race and Gender in Entrepreneurial Finance

Authors
Michael Ewens
Date
Forthcoming
Format
Journal Article
Journal
Handbook of the Economics of Corporate Finance

Economic frictions pervade the founding, financing, growing, and exiting of high-growth entrepreneurial firms. This chapter considers one friction that currently affects a small, but important, set of entrepreneurs: racial and gender discrimination. I first collect facts from a large empirical literature that show clear gender and race gaps in participation and financing of startups. Female founders manage 16-25% of all startups, while Black entrepreneurs rarely exceed 3% of the startup population.

Read More about Race and Gender in Entrepreneurial Finance

Founder-CEO Compensation and Selection into Venture Capital-Backed Entrepreneurship

Authors
Michael Ewens and Christopher Stanton
Date
Forthcoming
Format
Journal Article
Journal
Journal of Finance

We show theoretically that a critical determinant of the attractiveness of VC-backed entrepreneurship for high-earning potential founders is the expected time to develop a startup’s initial product. This is because founder-CEOs’ cash compensation increases substantially after product development, alleviating the non-diversifiable risk that founders face at startup birth.

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Asset Owners Are Overweight Private Equity (Again)

Authors
Michael Weinberg
Date
Format
Newspaper/Magazine Article
Publication
Institutional Investor

To get back in balance, allocators have a number of options — everything from using secondary markets and making valuations more realistic to doing nothing. 

Read More about Asset Owners Are Overweight Private Equity (Again)

Accounting for Risk

Authors
Stephen Penman
Date
Format
Journal Article
Journal
Foundations and Trends® in Accounting

This monograph reports on developing research that assesses the risk of equity investing from financial statements. The relevant information is conveyed by accounting numbers generated under accounting principles that respond to risk and its resolution, namely the realization principle and conservative accounting for investment. The recognition of this information leads to a financial statement analysis that extracts the risk information, to a reevaluation of performance metrics, and to revisions in risk factor models in asset pricing that utilize accounting information.

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Watch what they do, not what they say: Estimating regulatory costs from revealed preferences

Authors
Kairong Xiao, Adrien Alvero, and Sakai Ando
Date
Forthcoming
Format
Journal Article
Journal
Review of Financial Studies
Read More about Watch what they do, not what they say: Estimating regulatory costs from revealed preferences

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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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