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Publications

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    • All HBS Web  (103)
      • Faculty Publications  (34)

      by Joshua Schwartzstein and Adi SunderamRemove by Joshua Schwartzstein and Adi Sunderam →

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      • November 2024
      • Article

      Perceptions About Monetary Policy

      By: Michael D. Bauer, Carolin Pflueger and Adi Sunderam
      We estimate perceptions about the Federal Reserve’s monetary policy rule from panel data on professional forecasts of interest rates and macroeconomic conditions. The perceived dependence of the federal funds rate on economic conditions varies substantially over time,... View Details
      Keywords: Monetary Policy; Policy; Interest Rates; Perception; Economy; Forecasting and Prediction
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      Bauer, Michael D., Carolin Pflueger, and Adi Sunderam. "Perceptions About Monetary Policy." Quarterly Journal of Economics 139, no. 4 (November 2024): 2227–2278.
      • Spring 2024
      • Article

      The Evolution of Banking in the 21st Century: Evidence and Regulatory Implications

      By: Samuel Gregory Hanson, Victoria Ivashina, Laura Nicolae, Jeremy C. Stein, Adi Sunderam and Daniel K. Tarullo
      As revealed by the failures of three regional banks in the spring of 2023, bank runs are not a thing of the past. To inform the ongoing discussion of the appropriate regulatory response, we examine trends in the banking industry over the last twenty-five years. On the... View Details
      Keywords: Financial Instruments; Financial Crisis; Assets; Governing Rules, Regulations, and Reforms; Financial Condition; Banking Industry
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      Hanson, Samuel Gregory, Victoria Ivashina, Laura Nicolae, Jeremy C. Stein, Adi Sunderam, and Daniel K. Tarullo. "The Evolution of Banking in the 21st Century: Evidence and Regulatory Implications." Brookings Papers on Economic Activity (Spring 2024): 343–389.
      • February 2024
      • Article

      Representation and Extrapolation: Evidence from Clinical Trials

      By: Marcella Alsan, Maya Durvasula, Harsh Gupta, Joshua Schwartzstein and Heidi L. Williams
      This article examines the consequences and causes of low enrollment of Black patients in clinical trials. We develop a simple model of similarity-based extrapolation that predicts that evidence is more relevant for decision-making by physicians and patients when it... View Details
      Keywords: Representation; Racial Disparity; Health Testing and Trials; Race; Equality and Inequality; Innovation and Invention; Pharmaceutical Industry
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      Alsan, Marcella, Maya Durvasula, Harsh Gupta, Joshua Schwartzstein, and Heidi L. Williams. "Representation and Extrapolation: Evidence from Clinical Trials." Quarterly Journal of Economics 139, no. 1 (February 2024): 575–635.
      • 2024
      • Working Paper

      Sharing Models to Interpret Data

      By: Joshua Schwartzstein and Adi Sunderam
      To understand new data, we share models or interpretations with others. This paper studies such exchanges of models in a community. The key assumption is that people adopt the interpretation in their community that best explains the data, given their prior beliefs. An... View Details
      Keywords: Social Learning Theory; Theory; Social Issues; Cognition and Thinking; Social and Collaborative Networks; Attitudes
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      Schwartzstein, Joshua, and Adi Sunderam. "Sharing Models to Interpret Data." Harvard Business School Working Paper, No. 25-011, August 2024. (Revised August 2024.)
      • 2022
      • Chapter

      Lessons Learned from Support to Business during COVID-19

      By: Gabriel Chodorow-Reich, Benjamin Iverson and Adi Sunderam
      The authors survey the new federal subsidies and loans provided to businesses in the first year of the pandemic—including the Paycheck Protection Program (PPP), the Economic Injury Disaster Loan (EIDL) program, and aid targeted at specific industries such as airlines... View Details
      Keywords: COVID-19 Pandemic; Small Business; Government Legislation; Policy
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      Chodorow-Reich, Gabriel, Benjamin Iverson, and Adi Sunderam. "Lessons Learned from Support to Business during COVID-19." Chap. 4 in Recession Remedies: Lessons Learned from the U.S. Economic Policy Response to COVID-19, edited by Wendy Edelberg, Louise Sheiner, and David Wessel, 123–162. Brookings Institution Press, 2022.
      • Article

      The Cross Section of Bank Value

      By: Mark Egan, Stefan Lewellen and Adi Sunderam
      We study the determinants of value creation in U.S. commercial banks. We develop novel measures of individual banks' productivities at collecting deposits and making loans. We relate these measures to bank market values and find that deposit productivity is responsible... View Details
      Keywords: Productivity; Banks and Banking; Valuation; Performance Productivity; Value Creation; United States
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      Egan, Mark, Stefan Lewellen, and Adi Sunderam. "The Cross Section of Bank Value." Review of Financial Studies 35, no. 5 (May 2022): 2101–2143.
      • March 2021 (Revised May 2021)
      • Case

      Managing Science Communication at Bayer

      By: Joshua Schwartzstein and Adi Sunderam
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      Schwartzstein, Joshua, and Adi Sunderam. "Managing Science Communication at Bayer." Harvard Business School Case 921-045, March 2021. (Revised May 2021.)
      • January 2021
      • Article

      A Model of Relative Thinking

      By: Benjamin Bushong, Matthew Rabin and Joshua Schwartzstein
      Fixed differences loom smaller when compared to large differences. We propose a model of relative thinking where a person weighs a given change along a consumption dimension by less when it is compared to bigger changes along that dimension. In deterministic settings,... View Details
      Keywords: Relative Thinking; Econometric Models; Behavior; Cognition and Thinking
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      Bushong, Benjamin, Matthew Rabin, and Joshua Schwartzstein. "A Model of Relative Thinking." Review of Economic Studies 88, no. 1 (January 2021): 162–191.
      • January 2021
      • Article

      Using Models to Persuade

      By: Joshua Schwartzstein and Adi Sunderam
      We present a framework where "model persuaders" influence receivers’ beliefs by proposing models that organize past data to make predictions. Receivers are assumed to find models more compelling when they better explain the data, fixing receivers’ prior beliefs. Model... View Details
      Keywords: Model Persuasion; Analytics and Data Science; Forecasting and Prediction; Mathematical Methods; Framework
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      Schwartzstein, Joshua, and Adi Sunderam. "Using Models to Persuade." American Economic Review 111, no. 1 (January 2021): 276–323.
      • Fall 2020
      • Article

      Business Credit Programs in the Pandemic Era

      By: Samuel G. Hanson, Jeremy C. Stein, Adi Sunderam and Eric Zwick
      We develop a pair of models that speak to the goals and design of the sort of business-lending and corporate-bond purchase programs that have been introduced by governments in response to the ongoing COVID-19 pandemic. An overarching theme is that, in contrast to the... View Details
      Keywords: COVID-19; Business Lending; Government Intervention; Econometric Models; Health Pandemics; Credit; Governance; Policy
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      Hanson, Samuel G., Jeremy C. Stein, Adi Sunderam, and Eric Zwick. "Business Credit Programs in the Pandemic Era." Brookings Papers on Economic Activity (Fall 2020).
      • 2023
      • Working Paper

      When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program

      By: Alexander Bartik, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton and Adi Sunderam
      What happens when public resources are allocated by private companies whose objectives may be imperfectly aligned with policy goals? We study this question in the context of the Paycheck Protection Program (PPP), which relied on private banks to disburse aid to small... View Details
      Keywords: Paycheck Protection Program; Targeting; Impact; Entrepreneurship; Health Pandemics; Small Business; Financing and Loans; Outcome or Result; United States
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      Bartik, Alexander, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton, and Adi Sunderam. "When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program." Harvard Business School Working Paper, No. 21-021, August 2020. (Revised July 2023. Accepted at The Review of Economics and Statistics.)
      • August 2020
      • Article

      Financial Market Risk Perceptions and the Macroeconomy

      By: Carolin E. Pflueger, Emil Siriwardane and Adi Sunderam
      We propose a novel measure of risk perceptions: the price of volatile stocks (PVS), defined as the book-to-market ratio of low-volatility stocks minus the book-to-market ratio of high-volatility stocks. PVS is high when perceived risk directly measured from surveys and... View Details
      Keywords: Risk-centric Business Cycles; Cross-section Of Equities; Real Risk-free Rate; Real Investment; Financial Markets; Risk and Uncertainty; Perception; Investment
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      Pflueger, Carolin E., Emil Siriwardane, and Adi Sunderam. "Financial Market Risk Perceptions and the Macroeconomy." Quarterly Journal of Economics 135, no. 3 (August 2020).
      • 2020
      • Working Paper

      How Should U.S. Bank Regulators Respond to the COVID-19 Crisis?

      By: Michael Blank, Samuel G. Hanson, Jeremy C. Stein and Adi Sunderam
      Drawing on lessons from the 2007–2009 Global Financial Crisis (GFC) and a simple conceptual framework, we examine the response of U.S. bank regulators to the COVID-19 pandemic. We argue that the current regulatory strategy of “watchful waiting”—the same strategy that... View Details
      Keywords: COVID-19; Bank Regulation; Recapitalization; Health Pandemics; Banks and Banking; Governing Rules, Regulations, and Reforms; Strategy; Risk Management; United States
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      Blank, Michael, Samuel G. Hanson, Jeremy C. Stein, and Adi Sunderam. "How Should U.S. Bank Regulators Respond to the COVID-19 Crisis?" Hutchins Center Working Paper, No. 63, June 2020.
      • March 2020
      • Article

      Do Fire Sales Create Externalities?

      By: Sergey Chernenko and Adi Sunderam
      We develop three novel measures of how much of the price impact of their trading different mutual funds internalize. We show that mutual funds that internalize more of their price impact hold larger cash buffers and use these buffers more aggressively to accommodate... View Details
      Keywords: Fire Sales; Externalities; Investment Funds; Price; Financial Liquidity; Management
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      Chernenko, Sergey, and Adi Sunderam. "Do Fire Sales Create Externalities?" Journal of Financial Economics 135, no. 3 (March 2020): 602–628.
      • September 2019
      • Supplement

      Legal Time Case – Video Short 1

      By: Christine L Exley, Katherine B. Coffman and Joshua Schwartzstein
      Legal Time is a two-party dynamic negotiation simulation. Students take the role of either the prosecution or the defense in a case that centers on a client who has been accused of spear-heading a conspiracy to commit wire fraud. This conflict-resolution scenario gives... View Details
      Keywords: Conflict Resolution; Time Stress; Negotiation; Conflict and Resolution; Fairness; Learning
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      Exley, Christine L., Katherine B. Coffman, and Joshua Schwartzstein. "Legal Time Case – Video Short 1." Harvard Business School Multimedia/Video Supplement 920-703, September 2019.
      • September 2019
      • Supplement

      Legal Time Case – Video Short 2

      By: Christine L Exley, Katherine B. Coffman and Joshua Schwartzstein
      Legal Time is a two-party dynamic negotiation simulation. Students take the role of either the prosecution or the defense in a case that centers on a client who has been accused of spear-heading a conspiracy to commit wire fraud. This conflict-resolution scenario gives... View Details
      Keywords: Conflict Resolution; Time Stress; Negotiation; Conflict and Resolution; Fairness; Learning
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      Exley, Christine L., Katherine B. Coffman, and Joshua Schwartzstein. "Legal Time Case – Video Short 2." Harvard Business School Multimedia/Video Supplement 920-704, September 2019.
      • August 2019
      • Supplement

      Legal Time - Confidential Information for the Defense Attorney (Drew Davis)

      By: Christine L. Exley, Katherine B. Coffman and Joshua Schwartzstein
      Legal Time is a two-party dynamic negotiation simulation. Students take the role of either the prosecution or the defense in a case that centers on a client who has been accused of spear-heading a conspiracy to commit wire fraud. This conflict-resolution scenario gives... View Details
      Keywords: Conflict Resolution; Time Stress; Negotiation; Conflict and Resolution; Fairness; Learning
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      Exley, Christine L., Katherine B. Coffman, and Joshua Schwartzstein. "Legal Time - Confidential Information for the Defense Attorney (Drew Davis)." Harvard Business School Supplement 920-011, August 2019.
      • August 2019
      • Supplement

      Legal Time - Confidential Information for the Prosecution (AUSA Prescott)

      By: Christine L. Exley, Katherine B. Coffman and Joshua Schwartzstein
      Legal Time is a two-party dynamic negotiation simulation. Students take the role of either the prosecution or the defense in a case that centers on a client who has been accused of spear-heading a conspiracy to commit wire fraud. This conflict-resolution scenario gives... View Details
      Keywords: Conflict Resolution; Time Stress; Negotiation; Conflict and Resolution; Fairness; Learning
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      Exley, Christine L., Katherine B. Coffman, and Joshua Schwartzstein. "Legal Time - Confidential Information for the Prosecution (AUSA Prescott)." Harvard Business School Supplement 920-012, August 2019.
      • August 2019 (Revised September 2019)
      • Teaching Note

      Legal Time Case

      By: Christine L. Exley, Katherine B. Coffman and Joshua Schwartzstein
      Legal Time is a two-party dynamic negotiation simulation. Students take the role of either the prosecution or the defense in a case that centers on a client who has been accused of spear-heading a conspiracy to commit wire fraud. This conflict-resolution scenario gives... View Details
      Keywords: Conflict Resolution; Time Stress; Negotiation; Conflict and Resolution; Fairness; Learning
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      Exley, Christine L., Katherine B. Coffman, and Joshua Schwartzstein. "Legal Time Case." Harvard Business School Teaching Note 920-013, August 2019. (Revised September 2019.)
      • August 2019
      • Case

      Legal Time Case

      By: Christine L. Exley, Katherine B. Coffman and Joshua Schwartzstein
      Legal Time is a two-party dynamic negotiation simulation. Students take the role of either the prosecution or the defense in a case that centers on a client who has been accused of spear-heading a conspiracy to commit wire fraud. This conflict-resolution scenario gives... View Details
      Keywords: Conflict Resolution; Time Stress; Negotiation; Conflict and Resolution; Fairness; Learning
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      Exley, Christine L., Katherine B. Coffman, and Joshua Schwartzstein. "Legal Time Case." Harvard Business School Case 920-010, August 2019.
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