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      • Article

      The Impact of COVID-19 on Small Business Outcomes and Expectations

      By: Alexander Bartik, Marianne Bertrand, Zoë B. Cullen, Edward L. Glaeser, Michael Luca and Christopher Stanton
      To explore the impact of COVID on small businesses, we conducted a survey of more than 5,800 small businesses between March 28 and April 4, 2020. Several themes emerged. First, mass layoffs and closures had already occurred—just a few weeks into the crisis. Second, the... View Details
      Keywords: COVID-19; Stimulus; CARES Act; Health Pandemics; Small Business; Surveys
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      Bartik, Alexander, Marianne Bertrand, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, and Christopher Stanton. "The Impact of COVID-19 on Small Business Outcomes and Expectations." Proceedings of the National Academy of Sciences 117, no. 30 (July 28, 2020): 17656–66.
      • Summer 2020
      • Article

      Venture Capital's Role in Financing Innovation: What We Know and How Much We Still Need to Learn

      By: Josh Lerner and Ramana Nanda
      Venture capital is associated with some of the most high-growth and influential firms in the world. Academics and practitioners have effectively articulated the strengths of the venture model. At the same time, venture capital financing also has real limitations in its... View Details
      Keywords: Innovation; Financing; Venture Capital; Financing and Loans; Technological Innovation
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      Lerner, Josh, and Ramana Nanda. "Venture Capital's Role in Financing Innovation: What We Know and How Much We Still Need to Learn." Journal of Economic Perspectives 34, no. 3 (Summer 2020): 237–261.
      • 2021
      • Working Paper

      Two Case Studies on the Financing of Forest Conservation

      By: Andrew Baxter, Connor Cash, Josh Lerner and Ratnika Prasad
      A variety of factors is leading to fresh approaches to the ownership and management of forestland, with an emphasis on the combination of conservation goals and private investments. But the barriers to successfully achieving attractive financial returns and desirable... View Details
      Keywords: Financing; Forestry; Environmental Management; Natural Resources; Financing and Loans
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      Baxter, Andrew, Connor Cash, Josh Lerner, and Ratnika Prasad. "Two Case Studies on the Financing of Forest Conservation." Harvard Business School Working Paper, No. 20-137, June 2020. (Revised February 2021.)
      • 2021
      • Conference Presentation

      An Algorithmic Framework for Fairness Elicitation

      By: Christopher Jung, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton and Zhiwei Steven Wu
      We consider settings in which the right notion of fairness is not captured by simple mathematical definitions (such as equality of error rates across groups), but might be more complex and nuanced and thus require elicitation from individual or collective stakeholders.... View Details
      Keywords: Algorithmic Fairness; Machine Learning; Fairness; Framework; Mathematical Methods
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      Jung, Christopher, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton, and Zhiwei Steven Wu. "An Algorithmic Framework for Fairness Elicitation." Paper presented at the 2nd Symposium on Foundations of Responsible Computing (FORC), 2021.
      • June 2020
      • Article

      U.S. Monetary Policy and Emerging Market Credit Cycles

      By: Falk Bräuning and Victoria Ivashina
      Foreign banks’ lending to firms in emerging market economies (EMEs) is large and denominated predominantly in U.S. dollars. This creates a direct connection between U.S. monetary policy and EME credit cycles. We estimate that over a typical U.S. monetary easing cycle,... View Details
      Keywords: Global Business Cycle; Monetary Policy; Reaching For Yield; Money; Policy; Credit; Emerging Markets
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      Bräuning, Falk, and Victoria Ivashina. "U.S. Monetary Policy and Emerging Market Credit Cycles." Journal of Monetary Economics 112 (June 2020): 57–76.
      • 2020
      • Working Paper

      The Myth of the Lead Arranger’s Share

      By: Kristian Blickle, Quirin Fleckenstein, Sebastian Hillenbrand and Anthony Saunders
      We make use of Shared National Credit Program (SNC) data to examine syndicated loans in which the lead arranger retains no stake. We find that the lead arranger sells its entire loan share for 27 percent of term loans and 48 percent of Term B loans, typically shortly... View Details
      Keywords: Syndicated Loans; Lead Arrangers; Financing and Loans
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      Blickle, Kristian, Quirin Fleckenstein, Sebastian Hillenbrand, and Anthony Saunders. "The Myth of the Lead Arranger’s Share." Working Paper, May 2020.
      • March 2020 (Revised April 2020)
      • Case

      CarTrade

      By: Rajiv Lal and Shreya Ramachandran
      Vinay Sanghi, the founder and CEO of CarTrade, had been trying different business strategies to keep the company, which he founded in 2010 as an online marketplace for used and new cars, profitable and on track for growth. In a crowded and disorganized dealer... View Details
      Keywords: Online Marketplace; Automobiles; Customer Base; Internet and the Web; Growth and Development Strategy; Business Model; Financing and Loans; E-commerce; Digital Platforms; Digital Marketing; Auto Industry; Retail Industry; India; Mumbai
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      Lal, Rajiv, and Shreya Ramachandran. "CarTrade." Harvard Business School Case 520-088, March 2020. (Revised April 2020.)
      • February 2020
      • Case

      Seso Global: Building a Blockchain-enabled Property Marketplace in Nigeria

      By: Boris Vallee and Yang (Dolly) Yu
      The mutual aspiration of addressing the housing shortage and improving real estate market efficiency led Daniel and Phillip to co-found Seso Global in 2017. Seso Global developed a unique integrated platform to streamline and rationalize the process of acquiring and... View Details
      Keywords: Fintech; Blockchain; Developing Markets; Entrepreneurial Management; Financing and Loans; Internet and the Web; Business Model; Property; Growth and Development Strategy; Developing Countries and Economies; Real Estate Industry; Africa; Nigeria
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      Vallee, Boris, and Yang (Dolly) Yu. "Seso Global: Building a Blockchain-enabled Property Marketplace in Nigeria." Harvard Business School Case 220-055, February 2020.
      • November–December 2019
      • Article

      Making Sense of Soft Information: Interpretation Bias and Loan Quality

      By: Dennis Campbell, Maria Loumioti and Regina Wittenberg Moerman
      We explore whether behavioral biases impede the effective processing and interpretation of soft information in private lending. Taking advantage of the internal reporting system of a large federal credit union, we delineate three important biases likely to affect the... View Details
      Keywords: Soft Information; Lending; Banking; Information; Financing and Loans; Banks and Banking; Decision Making
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      Campbell, Dennis, Maria Loumioti, and Regina Wittenberg Moerman. "Making Sense of Soft Information: Interpretation Bias and Loan Quality." Art. 101240. Journal of Accounting & Economics 68, nos. 2-3 (November–December 2019).
      • October 2019
      • Article

      Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending

      By: Olivia S. Kim
      This article investigates the impact of political uncertainty on contractual lending terms using a large sample of syndicated loans and a within-firm estimation approach to achieve identification. Firms pay 7 basis points (bps) more on loans originated when their... View Details
      Keywords: Risk and Uncertainty; Political Elections; Financing and Loans; Developing Countries and Economies
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      Kim, Olivia S. "Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending." Journal of Financial and Quantitative Analysis 54, no. 5 (October 2019): 2141–2178.
      • September 2019 (Revised May 2020)
      • Supplement

      Keroche (E): Considering Additional Capacity

      By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
      This case describes Keroche’s growth after entering the beer business in 2008. Although the company was operating at full capacity and not able to fulfill all of its orders, Tabitha Karanja had set a goal of growing Keroche’s share of the Kenyan beer market from... View Details
      Keywords: Keroche; Alcohol; Alcoholic Beverages; Beer; Beer Market; Premium Beer; Manufacturing; Production; Production Capacity; Capacity; Business Ventures; Business Exit or Shutdown; Business Growth and Maturation; Business Startups; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Safety; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Investment; Financing and Loans; Manufacturing Industry; Food and Beverage Industry
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      Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (E): Considering Additional Capacity." Harvard Business School Supplement 720-394, September 2019. (Revised May 2020.)
      • September 2019 (Revised May 2020)
      • Supplement

      Keroche (F): Future Growth Plans

      By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
      This case describes Keroche co-founder Tabitha Karanja’s 2012 decision to invest in additional production capacity. In November 2012, with a loan from Barclay’s bank, Keroche began constructing a new state-of-the-art beer brewery using German technology. The new plant,... View Details
      Keywords: Keroche; Alcohol; Aloholic Beverages; Beer; Production Capacity; Growth; Business Ventures; Business Exit or Shutdown; Business Growth and Maturation; Business Startups; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Safety; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Manufacturing Industry; Food and Beverage Industry; Kenya; Nairobi; Africa
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      Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (F): Future Growth Plans." Harvard Business School Supplement 720-395, September 2019. (Revised May 2020.)
      • August 2019
      • Case

      Kazakhstan Railways: From the Middle of Nowhere to a Center of Trade?

      By: Willy Shih and Esel Çekin
      This case describes the evolution of Kazakhstan's rail connectivity strategy post-collapse of the Soviet Union and its now central role in China's Belt and Road Initiative. This meant shifting from a north-south orientation towards an east-west one, as well as the... View Details
      Keywords: Geopolitics; China’s Infrastructure Exports: The ‘Belt And Road’ Initiative; Logistics; Trade; Economic Growth; Geopolitical Units; Geography; Rail Transportation; Rail Industry; Transportation Industry; Central Asia; Kazakhstan; China
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      Shih, Willy, and Esel Çekin. "Kazakhstan Railways: From the Middle of Nowhere to a Center of Trade?" Harvard Business School Case 620-020, August 2019.
      • July 2019
      • Supplement

      Omidyar Network's Impact Investment Framework

      By: Vikram S Gandhi
      A team of investors at Omidyar Network explore two different investment possibilities in the budding financial inclusion space using their investment framework to consider capital alternatives available for both investments, each of which carries highly divergent... View Details
      Keywords: Impact Investing; Micro Finance; Investment; Investment Return; Investment Activism; Investment Portfolio; Microfinance; Framework; India; Philippines
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      Gandhi, Vikram S. "Omidyar Network's Impact Investment Framework." Harvard Business School Multimedia/Video Supplement 320-701, July 2019.
      • July 2019
      • Supplement

      Omidyar Network's Investment Decisions: MicroEnsure and Lenddo

      By: Vikram S Gandhi
      A team of investors at Omidyar Network explore two different investment possibilities in the budding financial inclusion space using their investment framework to consider capital alternatives available for both investments, each of which carries highly divergent... View Details
      Keywords: Impact Investing; Micro Finance; Investment; Investment Return; Investment Activism; Investment Portfolio; Microfinance; Decision Choices and Conditions; India; Philippines
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      Gandhi, Vikram S. "Omidyar Network's Investment Decisions: MicroEnsure and Lenddo." Harvard Business School Multimedia/Video Supplement 320-702, July 2019.
      • June 2019
      • Case

      Athena Bancorp

      By: Leonard A. Schlesinger and Sarah Abbott
      Athena Bancorp was founded in 2016 by Beth Daniels, a banking professional with 15 years of experience in the industry. Daniels took advantage of what she perceived as a gap in the market caused by recent industry consolidation, a decreasing industry focus on branch... View Details
      Keywords: Banks and Banking; Entrepreneurship; Growth and Development Strategy; Organizational Culture; Human Resources; Strategy; Service Delivery; Banking Industry
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      Schlesinger, Leonard A., and Sarah Abbott. "Athena Bancorp." Harvard Business School Brief Case 919-517, June 2019.
      • June 2019
      • Article

      Debt Traps? Market Vendors and Moneylender Debt in India and the Philippines

      By: Dean Karlan, Sendhil Mullainathan and Benjamin Roth
      A debt trap occurs when someone takes on a high-interest rate loan and is barely able to pay back the interest, and thus perpetually finds themselves in debt (often by refinancing). Studying such practices is important for understanding financial decision-making of... View Details
      Keywords: Borrowing and Debt; Household; Personal Finance; Decision Making; Behavior; India; Philippines
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      Karlan, Dean, Sendhil Mullainathan, and Benjamin Roth. "Debt Traps? Market Vendors and Moneylender Debt in India and the Philippines." American Economic Review: Insights 1, no. 1 (June 2019): 27–42.
      • May 2019 (Revised September 2019)
      • Case

      Mobike and ofo: Dancing with Titans (A)

      By: Shikhar Ghosh and Haibo Zhao
      This case address pacing issues – how fast does a company need to scale? It also examines the role of investors in determining company strategy and exit.
      Mobike and ofo were two dominant players in China’s emerging dockless bike-sharing market, that allowed users... View Details
      Keywords: Information Technology; Venture Capital; Financing and Loans; Competition; Value Creation; Governance; Economics; Business Startups; Strategy; Business Exit or Shutdown; Entrepreneurship; Infrastructure; Transportation; Bicycle Transportation; China
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      Ghosh, Shikhar, and Haibo Zhao. "Mobike and ofo: Dancing with Titans (A)." Harvard Business School Case 819-135, May 2019. (Revised September 2019.)
      • 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... View Details
      Keywords: Marketplace Lending; Screening; Sophisticated Investors; Adverse Selection; Financing and Loans; Performance; Information
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      Vallée, Boris, and Yao Zeng. "Marketplace Lending: A New Banking Paradigm?" Review of Financial Studies 32, no. 5 (May 2019): 1939–1982.
      • April 2019
      • Case

      Afterpay U.S.: The Omnichannel Dilemma

      By: Antonio Moreno, Donald Ngwe and George Gonzalez
      In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details
      Keywords: Omnichannel Retail; Multi-sided Platforms; Value Creation; Business Model Innovation; Fintech; Digital Marketing; Disruptive Innovation; Business Startups; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Change Management; Customer Value and Value Chain; Customer Relationship Management; Customer Satisfaction; Financing and Loans; Microfinance; Global Strategy; Marketing Channels; Brands and Branding; Marketing Strategy; Market Entry and Exit; Digital Platforms; Product Development; Supply Chain Management; Business and Stakeholder Relations; Networks; Network Effects; Internet and the Web; Financial Services Industry; Retail Industry; Technology Industry; United States; Australia
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      Moreno, Antonio, Donald Ngwe, and George Gonzalez. "Afterpay U.S.: The Omnichannel Dilemma." Harvard Business School Case 519-086, April 2019.
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