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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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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

Trade-based performance measurement

Authors
Rick Di Mascio, Anton Lines, and Narayan Naik
Date
January 1, 2018
Format
Working Paper

We propose new metrics for investment performance based on short-run trading profitability. Since investment opportunities are scarce and value-relevant information decays over time, marginal decisions made by fund managers (i.e., trades) should provide more accurate signals about underlying skill than portfolio alphas, which are contaminated by the returns on "stale" positions.

Read More about Trade-based performance measurement

Appendix to "A Framework for Identifying Accounting Characteristics for Asset Pricing Models, with an Evaluation of Book-to-Price"

Authors
Stephen Penman, F. Reggiani, S. Richardson, and I. Tuna
Date
Forthcoming
Format
Working Paper
Read More about Appendix to "A Framework for Identifying Accounting Characteristics for Asset Pricing Models, with an Evaluation of Book-to-Price"

Fundamentals of Value vs. Growth Investing and an Explanation for the Value Trap

Authors
Stephen Penman and Francesco Reggiani
Date
January 1, 2018
Format
Journal Article
Journal
Financial Analysts Journal

Value stocks earn higher returns than growth stocks on average, but a “value” position can turn against the investor. Fundamental analysis can explain this so-called value trap: The investor may be buying earnings growth that is risky. Both the earnings-to-price ratio (E/P) and the book-to-price ratio (B/P) come into play. E/P indicates expected earnings growth, but price in that ratio also discounts for the risk to that growth; B/P indicates that risk. A striking finding emerges: For a given E/P, a high B/P (“value”) indicates higher expected earnings growth--but growth that is risky.

Read More about Fundamentals of Value vs. Growth Investing and an Explanation for the Value Trap

Savings Gluts and Financial Fragility

Authors
Patrick Bolton, Tano Santos, and Jose Scheinkman
Date
December 20, 2017
Format
Working Paper

Originators produce higher quality assets at a private cost. These assets can either be bought by informed intermediaries or sold in a pool with low quality assets. Savings gluts diminish origination incentives because they compress the spread between the price paid for high quality assets and the price paid for the pool. The narrowing of the spreads relaxes borrowing constraints, which results in higher leverage. Thus savings gluts generate financial fragility — the sensitivity of financial intermediaries' equity to unforeseen contingencies.

Read More about Savings Gluts and Financial Fragility

Alpha decay

Authors
Rick Di Mascio, Anton Lines, and Narayan Naik
Date
November 22, 2017
Format
Working Paper

Using a novel sample of professional asset managers, we document positive incremental alpha on newly purchased stocks that decays over twelve months. While managers are successful forecasters at these short-to-medium horizons, their average holding period is substantially longer (2.2 years). Both slow alpha decay and the horizon mismatch can be explained by strategic trading behavior.

Read More about Alpha decay

Interest Rate Pass-Through: Mortgage Rates, Household Consumption, and Voluntary Deleveraging

Authors
Marco Di Maggio, Amir Kermani, Ben Keys, Tomasz Piskorski, Rodney Ramcharan, Amit Seru, and Vincent Yao
Date
November 1, 2017
Format
Journal Article
Journal
American Economic Review

Exploiting variation in the timing of resets of adjustable rate mortgages (ARMs), we find that a sizable decline in mortgage payments (up to 50%) induces a significant increase in car purchases (up to 35%). This effect is attenuated by voluntary deleveraging. Borrowers with lower incomes and housing wealth have significantly higher marginal propensity to consume. Areas with a larger share of ARMs were more responsive to lower interest rates and saw a relative decline in defaults and an increase in house prices, car purchases, and employment.

Read More about Interest Rate Pass-Through: Mortgage Rates, Household Consumption, and Voluntary Deleveraging

The Effects of Quantitative Easing on Bank Lending Behavior

Authors
Olivier Darmouni and Alexander Rodnyansky
Date
November 1, 2017
Format
Journal Article
Journal
Review of Financial Studies

Banks' exposure to large-scale asset purchases, as measured by the relative prevalence of mortgage-backed securities on their books, affects lending following unconventional monetary policy shocks. Using a difference-in-differences identification strategy, this paper finds strong effects of the first and third round of quantitative easing (QE1 and QE3) on credit. Highly affected commercial banks increase lending by 2 to 3% relative to their counterparts. QE2 had no significant impact, consistent with its exclusive focus on Treasuries sparsely held by banks.

Read More about The Effects of Quantitative Easing on Bank Lending Behavior

Shareholder Activism and Voluntary Disclosure

Authors
Thomas Bourveau and Jordan Schoenfeld
Date
September 1, 2017
Format
Journal Article
Journal
Review of Accounting Studies

We examine the relation between shareholder activism and voluntary disclosure. An important consequence of voluntary disclosure is less adverse selection in the capital markets. One class of traders that finds less adverse selection unprofitable is activist investors who target mispriced firms whose valuations they can improve. Consistent with this idea, we find that managers issue earnings and sales forecasts more frequently when their firm is more at risk of attack by activist investors, and that these additional disclosures reduce the likelihood of becoming an activist's target.

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Mobile Apps and Financial Decision Making

Authors
Bruce Carlin, Arna Olafsson, and Michaela Pagel
Date
July 1, 2017
Format
Journal Article
Journal
Review of Finance

We exploit the release of a mobile application for a financial aggregation platform to analyze how technology adoption changes consumer financial decision making. The app reduced the cost of accessing personal financial information, and we find that this led to a drop in non-sufficient fund (NSF) fees. Because of the manner in which these fees are incurred, this represents an unambiguous welfare improvement for users of the platform. The leading explanation for this result appears to be mistake avoidance due to easier access to information.

Read More about Mobile Apps and Financial Decision Making

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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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