Publications

2019
Working Paper

Second Chance: Life with Less Student Debt

By: Marco Di Maggio, Ankit Kalda and Vincent Yao

Rising student debt is considered one of the creeping threats of our time. This paper examines the effect of student debt relief on individual credit and labor market outcomes. We exploit the plausibly random debt discharge due to the inability of National Collegiate,... View Details

Keywords: Student Debt; Private Student Loans; Legal Settlement; Mobility; Debt Collection; Debt Relief; Borrowing and Debt; Personal Finance; Outcome or Result; United States

SSRN

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January 1991 (Revised October 1993)
Background Note

Note on Bank Loans

Describes traditional bank lending product, the role of the lending officer, credit evaluation, and the structuring of credit facilities and loan agreements. View Details

Keywords: Financing and Loans; Banks and Banking; Banking Industry

08 Jun 2020
Working Paper Summaries

Loan Types and the Bank Lending Channel

Keywords: by Victoria Ivashina, Luc Laeven, and Enrique Moral-Benito; Financial Services

January 2004 (Revised November 2006)
Case

Fleet Managed Assets Division (A)

By: Paul W. Marshall and Todd H Thedinga

Paul Kennedy, executive director of Fleet's Managed Asset Division, must decide whether to extend further credit to Polaroid Corp. in the fall of 2001. Polaroid's credit rating had been declining rapidly, but it was a major employer in the Boston area with many... View Details

Keywords: Information Technology; Credit; Banks and Banking; Banking Industry; Boston

22 Jan 2020
News

What Are the Best Personal Loans?

Jung Koo Kang

Jung Koo Kang is an assistant professor in the Accounting and Management Unit. He teaches the Financial Reporting and Control course in the MBA required curriculum.

Professor Kang’s research focuses on financial technology and innovation, alternative data,... View Details

31 Mar 2023
Video

Pando: Sacerdote Runner-Up Prize Winner, Social Enterprise Track, 2023 New Venture Competition

2014
Chapter

Remapping the Flow of Funds

By: Juliane Begenau, Monika Piazzesi and Martin Schneider

This article argues that quantitative analysis of credit market positions would benefit tremendously if the additional information about the structure of payment streams were more readily available. Most available data on credit market positions, such as the Flow of... View Details

Keywords: Accounting; Credit

26 Jul 2022
News

2022's States with the Highest & Lowest Credit-Card Debts

12 Feb 2020
Blog Post

Trying Out New Career Options with SIPs (Short Intensive Programs)

Short Intensive Programs (SIPs) offer students an excellent opportunity to think about career choices, gain practical skills, and explore topics they might otherwise never get to study. View Video SIPs are no fee, no credit courses, and... View Details

Forthcoming
Article

Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data

By: AJ Chen, Omri Even-Tov, Jung Koo Kang and Regina Wittenberg-Moerman

To mitigate information asymmetry about borrowers in developing economies, digital lenders use machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of... View Details

Keywords: Informal Economy; Digital Banking; Mobile Phones; Developing Countries and Economies; Mobile and Wireless Technology; AI and Machine Learning; Analytics and Data Science; Credit; Borrowing and Debt; Well-being; Banking Industry; Kenya

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October 2017 (Revised April 2019)
Case

Data Breach at Equifax

By: Suraj Srinivasan, Quinn Pitcher and Jonah S. Goldberg

The case discusses the events leading up to the massive data breach at Equifax, one of the three U.S. credit reporting companies, the organizational and governance issues that contributed to the breach, and the consequences of the breach. The case supplement provides... View Details

Keywords: Safety; Information Management; Cybersecurity; Technology Industry; United States

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

TeachingInterests

Innovation in Business, Energy and the Environment

By: John D. Macomber

This MBA Elective is offered as a half credit classroom course and as a full credit classroom plus project course. Students investigate industries and interventions in a wide range of topics ranging from hydraulic fracturing to nutrition in urban school districts;... View Details

Kristin W. Mugford

Kristin Mugford is the Melvin Tukman Senior Lecturer of Business Administration in the Finance Unit at the Harvard Business School and the Senior Associate Dean for Culture and Community. She previously served as Faculty Chair for field-based learning and... View Details

February 2007 (Revised May 2007)
Case

Bancaja: Developing Customer Intelligence (A)

In 1996, CEO Fernando Garcia Checa wanted to make customer analytics a part of Bancaja's new strategy. Bancaja, a savings bank based in Valencia, Spain, was expanding and wanted to exploit customer information to increase commercial effectiveness. At the same time, it... View Details

Keywords: Customer Relationship Management; Banking Industry; Spain

2021
Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael

We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details

Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit