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- Faculty Publications (28)
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- All HBS Web (79)
- Faculty Publications (28)
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- 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
Egan, Mark, Stefan Lewellen, and Adi Sunderam. "The Cross Section of Bank Value." Review of Financial Studies 35, no. 5 (May 2022): 2101–2143.
- 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
Chernenko, Sergey, and David Scharfstein. "Racial Disparities in the Paycheck Protection Program." Art. 103911. Journal of Financial Economics 160 (October 2024).
- 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
Schwartzstein, Joshua, and Adi Sunderam. "Using Models to Persuade." American Economic Review 111, no. 1 (January 2021): 276–323.
- 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
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
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.)
- July 2012
- Article
The Real Consequences of Market Segmentation
By: Sergey Chernenko and Adi Sunderam
We study the real effects of market segmentation due to credit ratings using a matched sample of firms just above and just below the investment-grade cutoff. These firms have similar observables, including average investment rates. However, flows into high-yield mutual... View Details
Keywords: Segmentation; Credit; Investment; Investment Funds; Quality; Markets; Measurement and Metrics; Business Ventures
Chernenko, Sergey, and Adi Sunderam. "The Real Consequences of Market Segmentation." Review of Financial Studies 25, no. 7 (July 2012): 2041–2069. (Winner of the RFS Young Researcher Prize 2012.)
- 06 Dec 2011
- First Look
First Look: Dec. 6
http://hbr.org/product/flying-without-a-net-turn-fear-of-change-into-fuel/an/10297-HBK-ENG The Real Consequences of Market Segmentation Authors:Sergey Chernenko and Adi View Details
Keywords: Sean Silverthorne
- 2017
- Article
Inflation Bets or Deflation Hedges? The Changing Risks of Nominal Bonds
By: John Y. Campbell, Adi Sunderam and Luis M. Viceira
The covariance between U.S. Treasury bond returns and stock returns has moved considerably over time. While it was slightly positive on average in the period 1953–2009, it was unusually high in the early 1980s and negative in the 2000s, particularly in the downturns of... View Details
Campbell, John Y., Adi Sunderam, and Luis M. Viceira. "Inflation Bets or Deflation Hedges? The Changing Risks of Nominal Bonds." Critical Finance Review 6, no. 2 (2017): 263–301.
- 2018
- Working Paper
Corporate Bond Liquidity: A Revealed Preference Approach
By: Sergey Chernenko and Adi Sunderam
Chernenko, Sergey, and Adi Sunderam. "Corporate Bond Liquidity: A Revealed Preference Approach." Working Paper, March 2018.
- 13 Jan 2015
- First Look
First Look: January 13
employee confusion about or neglect of the tax properties of Roth balances and (2) partition dependence. Download working paper: http://www.nber.org/papers/w20738 The Rise and Fall of Demand for... View Details
Keywords: Sean Silverthorne
- 25 Aug 2015
- First Look
First Look Tuesday
monetary effect of athletic success to many academic institutions in the United States. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=49494 Forthcoming IMF Economic Review An Evaluation of Money Market Fund Reform Proposals By: Hanson, Samuel G.,... View Details
- 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
Bauer, Michael D., Carolin Pflueger, and Adi Sunderam. "Perceptions About Monetary Policy." Quarterly Journal of Economics 139, no. 4 (November 2024): 2227–2278.
- 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
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).
- 16 Feb 2016
- First Look
February 16, 2016
forthcoming Journal of Financial Economics Who Neglects Risk? Investor Experience and the Credit Boom By: Chernenko, Sergey, Samuel Gregory Hanson, and Adi View Details
Keywords: Sean Silverthorne
- 27 Sep 2011
- First Look
First Look: September 27
(forthcoming) An abstract is unavailable at this time. The Variance of Non-Parametric Treatment Effect Estimators in the Presence of Clustering Authors:Samuel G. Hanson and Adi View Details
Keywords: Sean Silverthorne
- 02 May 2017
- First Look
First Look at New Research: May 2, 2017
Louis T. Abstract—No abstract available. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=52575 The Cross Section of Bank Value By: Egan, Mark, Stefan Lewellen, and Adi View Details
Keywords: Carmen Nobel
- 06 Dec 2016
- First Look
December 6, 2016
discuss intuition regarding which product categories likely lead to positive vs. negative values of concealment. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=49531 Precautionary Savings in Stocks and Bonds By:... View Details
Keywords: Sean Silverthorne
- 29 Sep 2015
- First Look
September 29, 2015
feature information from one’s social network rather than personal reflections. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=49748 Gradualism in Monetary-Policy: A Time Consistency Problem? By: Stein, Jeremy C., View Details
Keywords: Sean Silverthorne
- 18 Feb 2014
- First Look
First Look: February 18
Frictions in Shadow Banking: Evidence from the Lending Behavior of Money Market Funds By: Chernenko, Sergey, and Adi Sunderam Abstract—We document the consequences of money... View Details
Keywords: Sean Silverthorne
- 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
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.