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Publications

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    • All HBS Web  (87)
      • Faculty Publications  (29)

      by Antonio Falato and David ScharfsteinRemove by Antonio Falato and David Scharfstein →

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      • 2025
      • Working Paper

      Bank Capital and the Growth of Private Credit

      By: Sergey Chernenko, Robert Ialenti and David Scharfstein
      We show that business development companies (BDCs), a significant source of private credit, are very well capitalized according to bank capital frameworks. These types of private credit funds have median risk-based capital ratios of about 36%, which is 26 percentage... View Details
      Keywords: Financing and Loans; Capital; Credit; Financial Institutions
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      Chernenko, Sergey, Robert Ialenti, and David Scharfstein. "Bank Capital and the Growth of Private Credit." Working Paper, June 2025.
      • October 2024
      • Article

      Racial Disparities in the Paycheck Protection Program

      By: Sergey Chernenko and David Scharfstein
      Using a large sample of Florida restaurants, we document significant racial disparities in borrowing through the Paycheck Protection Program (PPP) and investigate the causes of these disparities. Black-owned restaurants are 25% less likely to receive PPP loans.... View Details
      Keywords: Discrimination; Paycheck Protection Program; Economic Injury Disaster Loans; Bank Lending; Nonbank Lending; Banks and Banking; Financing and Loans; Prejudice and Bias; Race
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      Chernenko, Sergey, and David Scharfstein. "Racial Disparities in the Paycheck Protection Program." Art. 103911. Journal of Financial Economics 160 (October 2024).
      • 2023
      • Working Paper

      The Stock Market and Bank Risk-Taking

      By: David S. Scharfstein and Antonio Falato
      Using confidential supervisory risk ratings, we document that banks increase risk after they go public compared to a control group of banks that filed to go public but withdrew their filings for plausibly exogenous reasons. The increase in risk increases short-term... View Details
      Keywords: Risk and Uncertainty; Banks and Banking; Going Public; Performance; Stocks
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      Scharfstein, David S., and Antonio Falato. "The Stock Market and Bank Risk-Taking." Working Paper, September 2023.
      • 2023
      • Working Paper

      Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?

      By: Sergey Chernenko, Nathan Kaplan, Asani Sarkar and David S. Scharfstein
      We use the 2020 Small Business Credit Survey to study the sources of racial disparities in use of the Paycheck Protection Program (PPP). Black-owned firms are 8.9 percentage points less likely than observably similar white-owned firms to receive PPP loans. About 55% of... View Details
      Keywords: Borrowing and Debt; Small Business; Race; Financing and Loans
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      Chernenko, Sergey, Nathan Kaplan, Asani Sarkar, and David S. Scharfstein. "Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?" NBER Working Paper Series, No. 31172, April 2023.
      • 2023
      • Working Paper

      The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities

      By: David S. Scharfstein and Sergey Chernenko
      We show that the use of algorithms to predict race has significant limitations in measuring and understanding the sources of racial disparities in finance, economics, and other contexts. First, we derive theoretically the direction and magnitude of measurement bias in... View Details
      Keywords: Racial Disparity; Paycheck Protection Program; Measurement Error; AI and Machine Learning; Race; Measurement and Metrics; Equality and Inequality; Prejudice and Bias; Forecasting and Prediction; Outcome or Result
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      Scharfstein, David S., and Sergey Chernenko. "The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities." Working Paper, April 2023.
      • 2021
      • Working Paper

      Racial Disparities in the Paycheck Protection Program

      By: Sergey Chernenko and David S. Scharfstein
      Using a large sample of Florida restaurants, we document significant racial disparities in borrowing through the Paycheck Protection Program (PPP) and investigate the causes of these disparities. Black-owned restaurants are 25% less likely to receive PPP loans.... View Details
      Keywords: Discrimination; Paycheck Protection Program; Economic Injury Disaster Loans; Bank Lending; Nonbank Lending; Banks and Banking; Financing and Loans; Prejudice and Bias; Race
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      Chernenko, Sergey, and David S. Scharfstein. "Racial Disparities in the Paycheck Protection Program." SSRN Working Paper Series, August 2021. (NBER Working Paper Series, No. 29748, February 2022.)
      • 2021
      • Article

      ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation

      By: Chuang Gan, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, Antonio Torralba, James J. DiCarlo, Joshua B. Tenenbaum, Josh H. McDermott and Daniel L.K. Yamins
      We introduce ThreeDWorld (TDW), a platform for interactive multi-modal physical simulation. TDW enables simulation of high-fidelity sensory data and physical interactions between mobile agents and objects in rich 3D environments. Unique properties include: real-time... View Details
      Keywords: Artificial Intelligence; Platform; Interactive Physical Simulation; Virtual Environment; Multi-modal; AI and Machine Learning
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      Gan, Chuang, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, Antonio Torralba, James J. DiCarlo, Joshua B. Tenenbaum, Josh H. McDermott, and Daniel L.K. Yamins. "ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 35th (2021).
      • October 2018 (Revised January 2019)
      • Case

      The Financial Crisis: Timothy Geithner and the Stress Tests

      By: Samuel G. Hanson, Robin Greenwood, David Scharfstein and Adi Sunderam
      In February and March 2009, the U.S. economy was in the midst of a terrifying financial and economic crisis. Between the beginning of 2008 and early 2009, four of the 25 largest U.S. financial institutions had failed, and nine of these 25 institutions had taken... View Details
      Keywords: Bailout; Regulation; Stress Test; Financial Crisis; History; Economy; Policy; Governing Rules, Regulations, and Reforms; Decision Making; Banking Industry; Financial Services Industry; Real Estate Industry; United States
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      Hanson, Samuel G., Robin Greenwood, David Scharfstein, and Adi Sunderam. "The Financial Crisis: Timothy Geithner and the Stress Tests." Harvard Business School Case 219-038, October 2018. (Revised January 2019.)
      • October 2018 (Revised January 2019)
      • Case

      The Financial Crisis: Hank Paulson in 2008

      By: Adi Sunderam, Robin Greenwood, Sam Hanson and David Scharfstein
      On the afternoon of Monday October 13, 2008, Hank Paulson Jr., the Secretary of the Treasury of the United States, walked into the large conference room across the hall from his office in the Treasury Department. Joining him were Federal Reserve Chairman Ben Bernanke,... View Details
      Keywords: Bailout; Regulation; Financial Crisis; History; Governing Rules, Regulations, and Reforms; Decision Making; Banking Industry; Financial Services Industry; Real Estate Industry; United States
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      Sunderam, Adi, Robin Greenwood, Sam Hanson, and David Scharfstein. "The Financial Crisis: Hank Paulson in 2008." Harvard Business School Case 219-037, October 2018. (Revised January 2019.)
      • Article

      Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits

      By: David R. Bell, Santiago Gallino and Antonio Moreno
      Omnichannel environments where customers shop online and offline at the same retailer are ubiquitous and are deployed by online-first and traditional retailers alike. We focus on the relatively understudied domain of online-first retailers and the engagement of a key... View Details
      Keywords: Experience Attributes; Marketing–operations Interface; Omnichannel Retailing; Quasi-experimental Methods; Retail Operations; Showrooms; Marketing Channels; Demand and Consumers; Performance Efficiency; Retail Industry
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      Bell, David R., Santiago Gallino, and Antonio Moreno. "Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits." Management Science 64, no. 4 (April 2018): 1629–1651. (Winner of the 2014 POMS Applied Research Challenge. Workshop on Information Systems Economics Overall Best Paper Award 2014.)
      • Article

      The Store Is Dead—Long Live the Store

      By: David R. Bell, Santiago Gallino and Antonio Moreno
      In this article, we pursue two interconnected themes: the expansion of online-first retailers into offline stores that serve the purpose of “supercharging” customer value, and the transformation of the stores of offline-first retailers from... View Details
      Keywords: Customer Experience; Inventory Control; Omnichannel Retailing; Online Marketing; Marketing Channels; Trends; Transformation; Digital Marketing; Retail Industry
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      Bell, David R., Santiago Gallino, and Antonio Moreno. "The Store Is Dead—Long Live the Store." MIT Sloan Management Review 59, no. 3 (Spring 2018): 59–66.
      • 2018
      • Working Paper

      Bank Risk-Taking and the Real Economy: Evidence from the Housing Boom and Its Aftermath

      By: Antonio Falato, Giovanni Favara and David Scharfstein
      The short-termism of lenders amplifies boom-bust credit cycles, leading in turn to real costs for the aggregate economy. During the U.S. housing credit boom, publicly-traded banks increased mortgage lending activity and relaxed standards much more than privately-held... View Details
      Keywords: Risk and Uncertainty; Financial Markets; Investment; Corporate Finance; Banks and Banking
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      Falato, Antonio, Giovanni Favara, and David Scharfstein. "Bank Risk-Taking and the Real Economy: Evidence from the Housing Boom and Its Aftermath." Working Paper.
      • 2016
      • Working Paper

      The Stock Market and Bank Risk-Taking

      By: David S. Scharfstein and Antonio Falato
      We argue that stock market pressure to generate earnings encourages banks to increase risk. We measure risk using confidential supervisory ratings as well as financial information released in regulatory filings. We document that there is an increase in the risk-taking... View Details
      Keywords: Stock Market; Financial Markets; Business Earnings; Banks and Banking; Risk and Uncertainty
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      Scharfstein, David S., and Antonio Falato. "The Stock Market and Bank Risk-Taking." NBER Working Paper Series, No. 22689, September 2016.
      • February 2016 (Revised January 2017)
      • Case

      Bidding for Finansbank

      By: David Scharfstein and Esel Çekin
      Because of the deepening Greek crisis, in October 2015, National Bank of Greece (NBG) was required to sell one of its most valuable assets, Finansbank, the eighth largest Turkish bank. There were three potential buyers: Garanti Bank, Turkey's second largest private... View Details
      Keywords: Banking; Acquisitions; International Acquisition; Cross-border Investment; Bidding; Bidders; Regulations; ROE; Cost Synergies; Regional Growth; Emerging Market; Sales Process; Valuation; Mergers and Acquisitions; Banking Industry; Turkey; Europe
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      Scharfstein, David, and Esel Çekin. "Bidding for Finansbank." Harvard Business School Case 216-040, February 2016. (Revised January 2017.)
      • August 2015
      • Article

      Dollar Funding and the Lending Behavior of Global Banks

      By: Victoria Ivashina, David S. Scharfstein and Jeremy C. Stein
      A large share of dollar-denominated lending is done by non-U.S. banks, particularly European banks. We present a model in which such banks cut dollar lending more than euro lending in response to a shock to their credit quality. Because these banks rely on wholesale... View Details
      Keywords: Banks; Global Banks; Credit Supply; Dollar Funding; International Finance; Banks and Banking; Banking Industry
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      Ivashina, Victoria, David S. Scharfstein, and Jeremy C. Stein. "Dollar Funding and the Lending Behavior of Global Banks." Quarterly Journal of Economics 130, no. 3 (August 2015): 1241–1281.
      • October 2013 (Revised November 2013)
      • Case

      Blackstone and the Sale of Citigroup's Loan Portfolio

      By: Victoria Ivashina and David Scharfstein
      The credit boom that preceded the 2007-2009 financial crisis led to several lending practices that exposed banks to large risks. In particular, when the financial crisis unraveled, there were several billion dollars' worth of leveraged buyout (LBO) loans that were... View Details
      Keywords: Restructuring; Private Equity; Insolvency and Bankruptcy; Credit Derivatives and Swaps; Financial Markets; Investment; Banking Industry; Financial Services Industry
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      Ivashina, Victoria, and David Scharfstein. "Blackstone and the Sale of Citigroup's Loan Portfolio." Harvard Business School Case 214-037, October 2013. (Revised November 2013.)
      • October 2013
      • Supplement

      Oaktree and the Restructuring of CIT Group (B)

      By: Victoria Ivashina and David Scharfstein
      This supplement presents the actual terms of the rescue financing provided by a group of private investors to CIT. It is intended to be distributed at the end of the discussion of "Oaktree and the Restructuring of CIT Group (A)" (HBS No. 214-035) and can be used as... View Details
      Keywords: Private Equity; Restructuring; Financial Services Industry
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      Ivashina, Victoria, and David Scharfstein. "Oaktree and the Restructuring of CIT Group (B)." Harvard Business School Supplement 214-036, October 2013.
      • Spring 2013
      • Article

      The Growth of Finance

      By: Robin Greenwood and David S. Scharfstein
      The U.S. financial services industry grew from 4.9% of GDP in 1980 to 7.9% of GDP in 2007. A sizeable portion of the growth can be explained by rising asset management fees, which in turn were driven by increases in the valuation of tradable assets, particularly... View Details
      Keywords: Finance; Asset Management; Research; Mortgages; Financial Services Industry
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      Greenwood, Robin, and David S. Scharfstein. "The Growth of Finance." Journal of Economic Perspectives 27, no. 2 (Spring 2013): 3–28.
      • March 2012
      • Article

      How to Make Finance Work

      By: Robin Greenwood and David S. Scharfstein
      Once a sleepy old boys' club, the U.S. financial sector is now a dynamic and growing business that attracts the best and the brightest. It is tempting to declare the industry a roaring success. But its purpose is to serve the needs of U.S. households and firms, and by... View Details
      Keywords: Business Ventures; Value; Competitive Advantage; Investment; Performance Evaluation; Household; Financial Crisis; Finance; Financial Services Industry; United States
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      Greenwood, Robin, and David S. Scharfstein. "How to Make Finance Work." Harvard Business Review 90, no. 3 (March 2012).
      • September 2010
      • Article

      Bank Lending During the Financial Crisis of 2008

      By: Victoria Ivashina and David S. Scharfstein
      This paper documents that new loans to large borrowers fell by 47% during the peak period of the financial crisis (fourth quarter of 2008) relative to the prior quarter and by 79% relative to the peak of the credit boom (second quarter of 2007). New lending for real... View Details
      Keywords: Financial Liquidity; Financing and Loans; Credit; Borrowing and Debt; Financial Crisis; Banking Industry
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      Ivashina, Victoria, and David S. Scharfstein. "Bank Lending During the Financial Crisis of 2008." Journal of Financial Economics 97, no. 3 (September 2010): 319–338.
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