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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

What Does ESG Need to Work?

Authors
Michael Weinberg
Date
August 31, 2022
Format
Newspaper/Magazine Article
Publication
Institutional Investor

High returns for investors. Our author argues that a different approach to ESG can strike a better balance between environmental and social goals and profits.

Read More about What Does ESG Need to Work?

Formalizing the Informal: Adopting a Formal Culture-fit Measurement System in the Employee Selection Process

Authors
Wei Cai
Date
August 11, 2022
Format
Journal Article

Many organizations rely on formal management control systems that align employee values with organizational values (i.e., culture-fit) to shape organizational culture. Using proprietary data from a highly-decentralized organization, I examine the employee performance consequences of adopting a formal culture-fit measurement system in employee selection. I exploit the staggered feature of the adoption of the system, and find that employees selected with the system perform significantly better than those without the system.

Read More about Formalizing the Informal: Adopting a Formal Culture-fit Measurement System in the Employee Selection Process

An Accounting-based Asset Pricing Model and a Fundamental Factor

Authors
Stephen Penman and Julie Zhu
Date
August 1, 2022
Format
Journal Article
Journal
Journal of Accounting and Economics

This paper recasts the consumption asset pricing model in terms of observable accounting outcomes by recognizing accounting principles that connect those outcomes to consumption and the risk to consumption. The model prompts the construction of a pricing factor from observed accounting information. The factor performs well relative to extant factors in explaining cross-sectional returns. Further, it delivers out-of-sample expected returns that forecast the actual returns and the forward betas that investors actually experience.

Read More about An Accounting-based Asset Pricing Model and a Fundamental Factor

Crypto and meme corporate bonds may follow their own path

Authors
Ellen Carr
Date
June 27, 2022
Format
Newspaper/Magazine Article
Publication
Financial Times

The crash of some of the flagbearers of the equity bubble in recent years has been painful for investors. We have seen “pandemic winner” Netflix dive 75 per cent from 2021 peaks, crypto exchange operator Coinbase plunge 86 per cent and the one-time meme stock and cinema chain AMC lose 80 per cent.

Read More about Crypto and meme corporate bonds may follow their own path

Delays in Banks' Loan Loss Provisioning and Economic Downturns: Evidence from the U.S. Housing Market

Authors
Sehwa Kim
Date
June 1, 2022
Format
Working Paper

I study whether banks' loan loss provisioning contributes to economic downturns, by examining the U.S. housing market. Specifically, I examine the aggregate effects of banks' delayed loan loss recognition (DLR) on house prices during the Great Recession and the channels through which these potential effects arose. I construct ZIP-code-level exposure to banks' DLR before the crisis and compare high- and low-exposure ZIP codes during the crisis to examine the aggregate effects of banks' DLR on the housing market.

Read More about Delays in Banks' Loan Loss Provisioning and Economic Downturns: Evidence from the U.S. Housing Market

Bank Liquidity Provision across the Firm Size Distribution

Authors
Gabriel Chodorow-Reich, Olivier Darmouni, Stephan Luck, and Matthew Plosser
Date
June 1, 2022
Format
Journal Article
Journal
Journal of Financial Economics

We use supervisory loan-level data to document that small firms (SMEs) obtain shorter maturity credit lines than large firms, post more collateral, have higher utilization rates, and pay higher spreads. We rationalize these facts as the equilibrium outcome of a trade-off between lender commitment and discretion. Using the COVID recession, we test the prediction that SMEs are subject to greater lender discretion. Consistent with this hypothesis, SMEs did not draw down whereas large firms did, even in response to similar demand shocks.

Read More about Bank Liquidity Provision across the Firm Size Distribution

ESG playbook for bond investors needs a rewrite

Authors
Ellen Carr
Date
April 7, 2022
Format
Newspaper/Magazine Article
Publication
Financial Times

It will take an evolution of fixed-income managers’ approach to make a difference to corporate behaviour.

Not to be left out of the ESG gold rush, a growing number of bond firms now offer environmental, social and governance funds. ESG integration has become a standard box to be checked (or not) on bond clients’ Requests for Proposals. Investment banks have created tools to help fixed income managers ESG-ify their portfolios.

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Investor Information Choice with Macro and Micro Information

Authors
Paul Glasserman and Harry Mamaysky
Date
March 12, 2022
Format
Journal Article
Journal
Review of Asset Pricing Studies

We develop a model of information and portfolio choice in which ex ante identical investors choose to specialize because of fixed attention costs required in learning about securities. Without this friction, investors would invest in all securities and would be indifferent across a wide range of information choices. When securities' dividends depend on an aggregate (macro) risk factor and an idiosyncratic (micro) shocks, fixed attention costs lead investors to specialize in either macro or micro information.

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Reporting Regulation and Corporate Innovation

Authors
Matthias Breuer, Christian Leuz, and Steven Vanhaverbeke
Date
March 1, 2022
Format
Working Paper

We investigate the impact of reporting regulation on corporate innovation. Exploiting thresholds in Europe’s regulation and a major enforcement reform in Germany, we find that forcing firms to publicly disclose their financial statements discourages innovative activities. Our evidence suggests that reporting regulation has significant real effects by imposing proprietary costs on innovative firms, which in turn diminish their incentives to innovate.

Read More about Reporting Regulation and Corporate Innovation

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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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