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- September 2022 (Revised January 2023)
- Case
York Capital CLOs and WorldStrides International
By: Victoria Ivashina and William Vrattos
The case follows the debt restructuring of WorldStrides International, a travel program provider in the education market, after the onset of COVID-19. The pandemic severely impacted the travel industry, creating challenges for many companies like WorldStrides, which...
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Keywords:
COVID-19 Pandemic;
Debt Restructuring;
CLO;
Compliance;
Debt Securities;
Financing and Loans;
Decision Making;
Travel Industry;
Education Industry
Ivashina, Victoria, and William Vrattos. "York Capital CLOs and WorldStrides International." Harvard Business School Case 223-034, September 2022. (Revised January 2023.)
- July 2022
- Article
Countercyclical Prudential Buffers and Bank Risk-taking
By: Manuel Illueca, Lars Norden, Joseph Pacelli and Gregory F. Udell
We investigate the effects of countercyclical prudential buffers on bank risk-taking. We exploit the introduction of dynamic loan loss provisioning in Spain, mandating that banks use historical average loss rates in their estimation of loan loss provisions. We find...
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Keywords:
Banks;
Bank Regulation;
Macroprudential Policies;
Bank Lending;
Loan Loss Provisioning;
Risk Taking;
Banks and Banking;
Financing and Loans;
Governing Rules, Regulations, and Reforms;
Risk and Uncertainty
Illueca, Manuel, Lars Norden, Joseph Pacelli, and Gregory F. Udell. "Countercyclical Prudential Buffers and Bank Risk-taking." Art. 100961. Journal of Financial Intermediation 51 (July 2022).
- 2021
- Working Paper
The Business of K-12 Education in China
By: Geoffrey Jones and Yuhai Wu
This working paper examines the evolution of K-12 education in China, especially between 1985 and the present day, drawing extensive interviews with participants in the educational sector. China has been hugely successful in reaching almost 100 percent literacy,...
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Keywords:
K-12 Education;
China;
Real Estate;
Early Childhood Education;
Performance Evaluation;
Teaching;
Governing Rules, Regulations, and Reforms;
Personal Development and Career;
Social Issues;
Nonprofit Organizations;
Private Sector;
Education Industry;
Real Estate Industry;
China
Jones, Geoffrey, and Yuhai Wu. "The Business of K-12 Education in China." Harvard Business School Working Paper, No. 22-022, October 2021.
- 2020
- Working Paper
Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective
We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the...
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Keywords:
Big Data;
Elastic Net;
GDP Growth;
Machine Learning;
Macro Forecasting;
Short Fat Data;
Accounting;
Economic Growth;
Forecasting and Prediction;
Analytics and Data Science
Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
- Article
CDS Trading and Nonrelationship Lending Dynamics
By: Jung Koo Kang, Christopher Williams and Regina Wittenberg-Moerman
We investigate how credit default swaps (CDSs) affect lenders’ incentives to initiate new lending relationships. We predict that CDSs reduce adverse selection that nonrelationship lead arrangers face when competing for loans. Consistently, we find that a loan is...
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Keywords:
Credit Default Swaps;
CDS Market;
Non-relationship Lending;
Debt Contracts;
Adverse Selection;
Lending Monitoring;
Cross-selling
Kang, Jung Koo, Christopher Williams, and Regina Wittenberg-Moerman. "CDS Trading and Nonrelationship Lending Dynamics." Review of Accounting Studies 26, no. 1 (March 2021): 258–292.
- January 2021
- Article
State and Local Government Employment in the COVID-19 Crisis
By: Daniel Green and Erik Loualiche
Local governments are facing large losses in revenues and increased expenditures because of the COVID-19 crisis. We document a causal relationship between fiscal pressures induced by COVID-19 and the layoffs of state and local government workers. States that depend...
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Keywords:
Local Government;
Municipal Finance;
Public Finance;
Fiscal Capacity;
Fiscal Policy;
Governance;
Local Range;
Health Pandemics;
Employment;
Finance;
Policy;
Public Sector
Green, Daniel, and Erik Loualiche. "State and Local Government Employment in the COVID-19 Crisis." Art. 104321. Journal of Public Economics 193 (January 2021).
- November 2020
- Article
Accelerator or Brake? Cash for Clunkers, Household Liquidity, and Aggregate Demand
By: Daniel Green, Brian Melzer, Jonathan Parker and Arcenis Rojas
This paper evaluates the Car Allowance Rebate System (CARS) by comparing the vehicle purchases and disposals of households with eligible "clunkers" to those of households with similar, but ineligible, vehicles. CARS caused roughly 500,000 purchases during the program...
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Keywords:
Automobiles;
Purchasing;
Government Incentives;
Household;
Financial Liquidity;
Income;
Behavior
Green, Daniel, Brian Melzer, Jonathan Parker, and Arcenis Rojas. "Accelerator or Brake? Cash for Clunkers, Household Liquidity, and Aggregate Demand." American Economic Journal: Economic Policy 12, no. 4 (November 2020): 178–211.
- May 2019
- Article
Marketplace Lending: A New Banking Paradigm?
By: Boris Vallée and Yao Zeng
Marketplace lending relies on large-scale loan screening by investors, a major deviation from the traditional banking paradigm. Theoretically, participation of sophisticated investors in marketplace lending improves screening outcomes but also creates adverse...
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Keywords:
Marketplace Lending;
Screening;
Sophisticated Investors;
Adverse Selection;
Financing and Loans;
Performance;
Information
Vallée, Boris, and Yao Zeng. "Marketplace Lending: A New Banking Paradigm?" Review of Financial Studies 32, no. 5 (May 2019): 1939–1982.
- March 2019
- Case
Mahindra Finance
By: V.G. Narayanan and Tanvi Deshpande
Mahindra Finance is a non-banking lender operating mainly in the rural and semi-urban areas of India. Set up in 1991, the company had grown to become a market leader with assets of $8.5 billion and a presence in 3,30,000 villages across India. Since most of Mahindra's...
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- August 2018 (Revised September 2018)
- Supplement
LendingClub (B): Decision Trees & Random Forests
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
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Keywords:
Data Science;
Data Analytics;
Decision Trees;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (B): Decision Trees & Random Forests." Harvard Business School Supplement 119-021, August 2018. (Revised September 2018.)
- June 2018 (Revised February 2019)
- Teaching Note
Home Nursing of North Carolina
By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
In 2011, immediately after graduating HBS, Ari Medoff began a self-funded search for a small firm to buy and run as its CEO. After just three month of searching, he identified Home Nursing of North Carolina (HNNC), a home care agency based in Greensboro, NC, as a...
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- March 2017 (Revised June 2019)
- Case
Mubadala and EBX: To X or to X It?
By: Nori Gerardo Lietz, Ricardo Andrade and Sayiddah Fatima McCree
In April 2012, Mubadala, Abu Dhabi's sovereign wealth fund invested $2 billion in Brazilian conglomerate EBX, believing the company to be undervalued by the public markets. Shortly thereafter, however, EBX and its multiple business lines began to spiral downward. Hani...
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Keywords:
Sovereign Wealth Funds;
Conglomerates;
Investing;
Corporate Structure;
International;
Sovereign Finance;
Business Conglomerates;
Investment;
Financing and Loans;
Restructuring;
Organizational Structure;
Economy;
Brazil;
Abu Dhabi
Lietz, Nori Gerardo, Ricardo Andrade, and Sayiddah Fatima McCree. "Mubadala and EBX: To X or to X It?" Harvard Business School Case 217-065, March 2017. (Revised June 2019.)
- Working Paper
Covenant-Light Contracts and Creditor Coordination
By: Bo Becker and Victoria Ivashina
In 2015, 70% of newly issued leveraged loans had weaker enforcement features, called covenant-light or "cov-lite"; this is nearly a three-time increase in cov-lite issuance compared to a previous peak in 2007. We evaluate whether this development can be attributed to...
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Keywords:
Credit Cycles;
Loan Contracts;
Debt Covenants;
Contracts;
Financing and Loans;
Credit;
Borrowing and Debt
Becker, Bo, and Victoria Ivashina. "Covenant-Light Contracts and Creditor Coordination." Swedish House of Finance Research Paper, No. 16-09, March 2016.
- October 2014
- Case
CreditEase: Providing Credit and Financial Services for China's Underclass
By: Lena G. Goldberg, Paul Healy and Nancy Hua Dai
In 2013 Ning Tang, who in 2006 founded CreditEase as a broker of P2P loans to unbanked individuals and small businesses in China, confronts the challenges of rapid growth and expansion in a changing regulatory environment. CreditEase needs to develop technology to...
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Keywords:
P2P Lending;
HNW Products And Services;
Business Growth;
Business Start-ups;
Government Regulation;
Change Management;
Credit;
Microcredit;
Banking;
Innovation And Management;
Developing Countries And Economies;
Corporate Entrepreneurship;
Social Entrepreneurship;
Law;
Financing and Loans;
Change;
China
Goldberg, Lena G., Paul Healy, and Nancy Hua Dai. "CreditEase: Providing Credit and Financial Services for China's Underclass." Harvard Business School Case 315-027, October 2014.
- Article
Liability Structure in Small-Scale Finance
By: Fenella Carpena, Shawn Cole, Jeremy Shapiro and Bilal Zia
Microfinance, the provision of small individual and business loans, has experienced dramatic growth, reaching over 150 million borrowers worldwide. Much of the success of microfinance has been attributed to attempts to overcome the challenges of information asymmetries...
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Keywords:
Microfinance;
Emerging Markets;
Financial Markets;
Legal Liability;
Banks and Banking;
Banking Industry;
India
Carpena, Fenella, Shawn Cole, Jeremy Shapiro, and Bilal Zia. "Liability Structure in Small-Scale Finance." World Bank Economic Review 27, no. 3 (2013): 437–469.
- September 2012 (Revised February 2013)
- Case
micro Home Solutions: A Social Housing Initiative in India
By: William R. Kerr and Alexis Brownell
mHS is a social enterprise for the provision of affordable housing in India. After India's microfinance industry collapses, mHS needs to reposition itself for continued operations and long-term growth.
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Keywords:
India;
Loans;
Development;
Micro Finance;
Entrepreneurship;
Housing;
Social Enterprise;
Poverty;
India
Kerr, William R., and Alexis Brownell. "micro Home Solutions: A Social Housing Initiative in India." Harvard Business School Case 813-092, September 2012. (Revised February 2013.)
- 2012
- Chapter
The Availability and Utilization of 401(k) Loans
By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian
We document the loan provisions in 401(k) savings plans and how participants use 401(k) loans. Although only about 22% of savings plan participants who are allowed to borrow from their 401(k) have such a loan at any given point in time, almost half had used a 401(k)...
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Keywords:
Decision Choices and Conditions;
Personal Finance;
Retirement;
Financing and Loans;
Microeconomics
Beshears, John, James J. Choi, David Laibson, and Brigitte C. Madrian. "The Availability and Utilization of 401(k) Loans." In Investigations in the Economics of Aging, edited by David A. Wise, 145–172. Chicago: University of Chicago Press, 2012.
- July 2012 (Revised November 2012)
- Case
Dragonfly Corporation
By: Howard H. Stevenson and Jim Sharpe
After 3 years of losses and under legal threats from their landlord, a husband and wife team are faced with shutting the company down, buying time with the landlord or turning to their parents for additional funds. Despite opening a new location and seeing that sales...
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Keywords:
Entrepreneurs;
Entrepreneurial Management;
Turnarounds;
Bankruptcy;
Bank Loan;
Crisis Management;
Family Business;
Retail Trade;
Financial Crisis;
Financial Analysis;
Entrepreneurship;
Insolvency and Bankruptcy;
Retail Industry;
United States
Stevenson, Howard H., and Jim Sharpe. "Dragonfly Corporation." Harvard Business School Case 813-042, July 2012. (Revised November 2012.)
- March 2010 (Revised January 2012)
- Case
Bank of America-Merrill Lynch
By: Guhan Subramanian and Nithyasri Sharma
In September 2008, as Lehman Brothers struggled to survive, John Thain, CEO of Merrill Lynch, realized that his bank was also on the brink of failure. Throughout the weekend of September 13–14, 2008, Thain successfully negotiated a deal with Ken Lewis, CEO of Bank of...
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Keywords:
Mergers and Acquisitions;
Financial Crisis;
Financing and Loans;
Negotiation Deal;
Business and Government Relations;
Banking Industry;
United States
Subramanian, Guhan, and Nithyasri Sharma. "Bank of America-Merrill Lynch." Harvard Business School Case 910-026, March 2010. (Revised January 2012.)
- 2009
- Working Paper
Systemic Risk and the Refinancing Ratchet Effect
By: Amir E. Khandani, Andrew W. Lo and Robert C. Merton
The confluence of three trends in the U.S. residential housing market—rising home prices, declining interest rates, and near-frictionless refinancing opportunities—led to vastly increased systemic risk in the financial system. Individually, each of these trends is...
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