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- 2022
- Working Paper
Distributional Consequences of Monetary Policy Across Races: Evidence from the U.S. Credit Register
By: Laura Alfaro, Ester Faia and Camelia Minoiu
We examine the consequences of monetary policy on racial disparities, focusing on the role of bank lending to firms through collateral and selection channels. Leveraging comprehensive loan-level data from the U.S. credit register (Y-14Q) of the Federal Reserve, we show...
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Keywords:
Monetary Policy Transmission;
Inequity;
Credit Registry;
Wealth;
Collateral Channel;
Selection;
Racial Disparity;
Racial Inequality;
Equality and Inequality;
Banks and Banking;
Credit;
Governing Rules, Regulations, and Reforms;
Banking Industry;
United States
Alfaro, Laura, Ester Faia, and Camelia Minoiu. "Distributional Consequences of Monetary Policy Across Races: Evidence from the U.S. Credit Register." Harvard Business School Working Paper, No. 22-068, April 2022.
- November 2021
- Article
Borrower Leakage from Costly Screening: Evidence from SME Lending in Peru
By: Irani Arraiz, Miriam Bruhn, Benjamin N. Roth, Claudia Ruiz-Ortega and Rodolfo Stucchi
We provide evidence that commercial lenders in Peru suffer leakages in their loan approval process. Leveraging a discontinuity in the loan approval process of a large bank, we find that receiving a loan approval from the bank causes loan applicants to receive offers...
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Keywords:
Information Spillovers;
SME Lending;
Financial Inclusion;
Banks and Banking;
Financing and Loans;
Small Business;
Information;
Peru
Arraiz, Irani, Miriam Bruhn, Benjamin N. Roth, Claudia Ruiz-Ortega, and Rodolfo Stucchi. "Borrower Leakage from Costly Screening: Evidence from SME Lending in Peru." Journal of Development Economics 153 (November 2021).
- 2021
- Chapter
Towards a Unified Framework for Fair and Stable Graph Representation Learning
By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual...
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Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
- 2021
- Working Paper
Nonbank Lending and Credit Cyclicality
By: Quirin Fleckenstein, Manasa Gopal, German Gutierrez and Sebastian Hillenbrand
We document three facts about nonbank lending in the syndicated loan market. First, nonbank lending is more than twice as cyclical as bank lending. Second, declines in nonbank lending explain most of the declines in syndicated lending during the Great Recession and...
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Keywords:
Nonbank Lending;
Credit Cycles;
CLO;
Mutual Funds;
Leveraged Lending;
COVID-19;
Great Migration;
Non-bank Financial Institutions;
Financing and Loans;
Business Cycles
Fleckenstein, Quirin, Manasa Gopal, German Gutierrez, and Sebastian Hillenbrand. "Nonbank Lending and Credit Cyclicality." Working Paper, June 2021.
- January–February 2021
- Article
Making Space for Emotions: Empathy, Contagion, and Legitimacy’s Double-Edged Sword
By: Andreea Gorbatai, Cyrus Dioun and Kisha Lashley
Legitimacy is critical to the formation and expansion of nascent fields because it lends credibility and recognizability to once overlooked actors and practices. At the same time, legitimacy can be a double-edged sword precisely because it facilitates field growth,...
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Keywords:
Legitimacy;
Collective Identity;
Emotional Contagion;
Field-congifiguring Events;
Empathy;
Natural Language Processing;
Mixed Methods;
Organizational Culture;
Emotions;
Groups and Teams
Gorbatai, Andreea, Cyrus Dioun, and Kisha Lashley. "Making Space for Emotions: Empathy, Contagion, and Legitimacy’s Double-Edged Sword." Organization Science 32, no. 1 (January–February 2021): 42–63.
- Oct 2020
- Conference Presentation
Optimal, Truthful, and Private Securities Lending
By: Emily Diana, Michael J. Kearns, Seth Neel and Aaron Leon Roth
We consider a fundamental dynamic allocation problem motivated by the problem of securities lending in financial markets, the mechanism underlying the short selling of stocks. A lender would like to distribute a finite number of identical copies of some scarce resource...
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Diana, Emily, Michael J. Kearns, Seth Neel, and Aaron Leon Roth. "Optimal, Truthful, and Private Securities Lending." Paper presented at the 1st Association for Computing Machinery (ACM) International Conference on AI in Finance (ICAIF), October 2020.
- 2022
- Working Paper
Complexity in Loan Contracts
By: Victoria Ivashina and Boris Vallée
Using novel data on 1,240 credit agreements from the leveraged loan market, we propose simple measures of contractual complexity based on clauses qualifying negative covenants. We document a high average level of contractual complexity and significant heterogeneity....
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Keywords:
Leveraged Loans;
Loan Contracts;
Debt Covenants;
Carve-out;
Creditor Governance;
LBO;
Credit;
Agreements and Arrangements;
Leveraged Buyouts
Ivashina, Victoria, and Boris Vallée. "Complexity in Loan Contracts." NBER Working Paper Series, No. 27316, June 2020. (Revised June 2022.)
- November 2017
- Article
Credit-Induced Boom and Bust
By: Marco Di Maggio and Amir Kermani
Can a credit expansion induce a boom and bust in house prices and real economic activity? This paper exploits the federal preemption of national banks in 2004 from local laws against predatory lending to gauge the effect of the supply of credit on the real economy....
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Keywords:
Great Recession;
Subprime;
Credit Supply;
Credit Expansion;
Household Leverage;
Household Debt;
Preemption Rule;
Mortgages;
Laws and Statutes;
Credit;
Household;
Borrowing and Debt;
Economic Slowdown and Stagnation
Di Maggio, Marco, and Amir Kermani. "Credit-Induced Boom and Bust." Review of Financial Studies 30, no. 11 (November 2017): 3711–3758. (Lead article and Editor's choice
Winner of the 2018 RFS Rising Scholar Award.)
- September 2017 (Revised June 2019)
- Case
Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China
By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the...
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Keywords:
Financing and Loans;
Internet and the Web;
Supply Chain;
Finance;
Innovation and Invention;
Competition;
Product Positioning;
Strategy;
Financial Services Industry;
China
Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.)
- 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...
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Keywords:
Restructuring;
Private Equity;
Insolvency and Bankruptcy;
Credit Derivatives and Swaps;
Financial Markets;
Investment;
Banking Industry;
Financial Services Industry
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.)
- 2013
- Working Paper
Do Strict Capital Requirements Raise the Cost of Capital? Banking Regulation and the Low Risk Anomaly
By: Malcolm Baker and Jeffrey Wurgler
Minimum capital requirements are a central tool of banking regulation. Setting them balances a number of factors, including any effects on the cost of capital and in turn the rates available to borrowers. Standard theory predicts that, in perfect and efficient capital...
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Keywords:
Risk and Uncertainty;
Cost of Capital;
Capital Markets;
Banks and Banking;
Banking Industry;
United States
Baker, Malcolm, and Jeffrey Wurgler. "Do Strict Capital Requirements Raise the Cost of Capital? Banking Regulation and the Low Risk Anomaly." NBER Working Paper Series, No. 19018, May 2013.