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Publications

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  • All HBS Web  (112)
    • Faculty Publications  (7)

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    • All HBS Web  (112)
      • Faculty Publications  (7)

      Credit Scoring Remove Credit Scoring →

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      • August 2022 (Revised March 2023)
      • Case

      Boston Impact Initiative: Investing in Local Change

      By: Emily R. McComb, Amy Klopfenstein and Mel Martin
      In fall 2021, Aliana Piñeiro, impact director at Boston Impact Initiative (BII) discovered that an entrepreneur the organization was considering for an investment had failed to disclose pre-existing debt with another lender. Although the business scored highly on BII’s...  View Details
      Keywords: Entrepreneurship; Social Entrepreneurship; Finance; Investment; Investment Funds; Investment Portfolio; Relationships; Business and Community Relations; Society; Social Issues; Wealth and Poverty; Wealth; Poverty; Risk Management; Financial Services Industry; North and Central America; United States; Massachusetts; Boston
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      McComb, Emily R., Amy Klopfenstein, and Mel Martin. "Boston Impact Initiative: Investing in Local Change." Harvard Business School Case 323-012, August 2022. (Revised March 2023.)
      • February 2022
      • Article

      Borrowing to Save? The Impact of Automatic Enrollment on Debt

      By: John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian and William L. Skimmyhorn
      Does automatic enrollment into a retirement plan increase financial distress due to increased borrowing outside the plan? We study a natural experiment created when the U.S. Army began automatically enrolling newly hired civilian employees into the Thrift Savings Plan....  View Details
      Keywords: Retirement Savings; Automatic Enrollment; Choice Architecture; Nudge; Financial Distress; Retirement; Saving; Borrowing and Debt; Behavior
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      Beshears, John, James J. Choi, David Laibson, Brigitte C. Madrian, and William L. Skimmyhorn. "Borrowing to Save? The Impact of Automatic Enrollment on Debt." Journal of Finance 77, no. 1 (February 2022): 403–447.
      • 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
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      Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
      • February 2021 (Revised June 2021)
      • Case

      Bairong and the Promise of Big Data

      By: Lauren Cohen, Xiaoyan Zhang and Spencer C.N. Hagist
      Bairong CEO Felix Zhang, in launching his credit scoring start-up that incorporates 74,000 variables per individual, found strong initial success. However, the shifting regulatory environment, growing breadth of competitors, difficulties in retaining top talent, and...  View Details
      Keywords: Fintech; Big Data; Artificial Intelligence; Credit Scoring; Finance; Credit; Business Startups; AI and Machine Learning; Analytics and Data Science; China
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      Cohen, Lauren, Xiaoyan Zhang, and Spencer C.N. Hagist. "Bairong and the Promise of Big Data." Harvard Business School Case 221-068, February 2021. (Revised June 2021.)
      • 2018
      • Working Paper

      Good Credit and the Good Life: Credit Scores Predict Subjective Well-Being

      By: Joe J. Gladstone and Ashley V. Whillans
      Can money buy happiness? To examine this question, research in economics, psychology, and sociology has focused almost exclusively on examining the associations between income, spending or wealth and subjective well-being. Moving beyond this research, we provide the...  View Details
      Keywords: Well-being; Credit Scores; Consumer Finance; Emotions; Credit; Personal Finance; Welfare; Happiness
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      Gladstone, Joe J., and Ashley V. Whillans. "Good Credit and the Good Life: Credit Scores Predict Subjective Well-Being." Harvard Business School Working Paper, No. 18-112, June 2018.
      • March 2017 (Revised March 2019)
      • Case

      Ant Financial (A)

      By: Feng Zhu, Ying Zhang, Krishna G. Palepu, Anthony K. Woo and Nancy Hua Dai
      Headquartered in Hangzhou (China), Ant Financial has grown into a fintech “Unicorn.” The fintech empire that the company established spanned verticals such as mobile and online payment (Alipay), money market fund (Yu’e Bao), wealth management (Ant Fortune),...  View Details
      Keywords: Growth and Development Strategy; Global Strategy; Finance; Opportunities; Financial Services Industry; Technology Industry
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      Zhu, Feng, Ying Zhang, Krishna G. Palepu, Anthony K. Woo, and Nancy Hua Dai. "Ant Financial (A)." Harvard Business School Case 617-060, March 2017. (Revised March 2019.)
      • 2010
      • Other Unpublished Work

      God, Government and Outsiders: The Influence of Religious Beliefs on Depositor Behavior in an Emerging Market.

      By: Ayesha K. Khan and Tarun Khanna
      This paper provides evidence that religious beliefs can have a significant impact on individual financial choices. Using proprietary panel data on the distribution of bank deposits across all commercial banks in Pakistan over a 33-month period, I find that Islamic...  View Details
      Keywords: Decision Choices and Conditions; Commercial Banking; Cross-Cultural and Cross-Border Issues; Consumer Behavior; Emerging Markets; Religion; Banking Industry; Pakistan
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      Khan, Ayesha K., and Tarun Khanna. "God, Government and Outsiders: The Influence of Religious Beliefs on Depositor Behavior in an Emerging Market." February 2010.
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