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- July 2023 (Revised August 2023)
- Case
Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup
By: Paul M. Healy and Jung Koo Kang
The case explores the challenges of revenue recognition and financial reporting for Stride Funding (Stride), a fintech startup that has disrupted the student loan market. Stride leveraged proprietary machine learning and financial models to underwrite alternative...
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Keywords:
Revenue Recognition;
Financial Reporting;
Entrepreneurial Finance;
Business Startups;
Growth and Development Strategy;
Governance Compliance;
Accrual Accounting;
Financial Services Industry;
United States
Healy, Paul M., and Jung Koo Kang. "Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup." Harvard Business School Case 124-015, July 2023. (Revised August 2023.)
- March 2023
- Article
Not from Concentrate: Collusion in Collaborative Industries
By: Jordan M. Barry, John William Hatfield, Scott Duke Kominers and Richard Lowery
The chief principle of antitrust law and theory is that reducing market concentration—having more, smaller firms instead of fewer, bigger ones—reduces anticompetitive behavior. We demonstrate that this principle is fundamentally incomplete.
In many... View Details
In many... View Details
Keywords:
Antitrust;
Antitrust Law;
Antitrust Theory;
Law And Economics;
Collusion;
Collaboration;
Collaborative Industries;
Regulation;
"Repeated Games";
IPOs;
Initial Public Offerings;
Underwriters;
Real Estate;
Real Estate Agents;
Realtors;
Syndicated Markets;
Syndication;
Brokers;
Market Concentration;
Competition;
Law;
Economics;
Collaborative Innovation and Invention;
Governing Rules, Regulations, and Reforms;
Game Theory;
Initial Public Offering
Barry, Jordan M., John William Hatfield, Scott Duke Kominers, and Richard Lowery. "Not from Concentrate: Collusion in Collaborative Industries." Iowa Law Review 108, no. 3 (March 2023): 1089–1148.
- October 2022
- Case
Sustainable Finance at Itau BBA
By: George Serafeim, Maria Loumioti and Benjamin Maletta
As of August 2022, the Itau BBA had structured dozens of sustainability linked bonds, which made future interest payments a function of the borrower meeting a target for a sustainability metric, and had solidified its reputation as a pioneer of sustainable finance in...
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Keywords:
Sustainable Finance;
Corporate Social Responsibility;
Environmental Sustainability;
Growth Strategy;
Debt Contracting;
Performance Metrics;
Risk Assessment;
ESG (Environmental, Social, Governance) Performance;
Financial Instruments;
Risk Management;
Debt Securities;
Measurement and Metrics;
Banking Industry;
Pulp and Paper Industry;
Latin America
Serafeim, George, Maria Loumioti, and Benjamin Maletta. "Sustainable Finance at Itau BBA." Harvard Business School Case 123-036, October 2022.
- 2022
- Working Paper
Buy Now, Pay Later Credit: User Characteristics and Effects on Spending Patterns
Firms offering "buy now, pay later" (BNPL) point-of-sale installment loans with minimal underwriting and low interest have captured a growing fraction of the market for short-term unsecured consumer credit. We provide a detailed look into the US BNPL market by...
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- April 2022
- Article
AI Insurance: How Liability Insurance Can Drive the Responsible Adoption of Artificial Intelligence in Health Care
By: Ariel Dora Stern, Avi Goldfarb, Timo Minssen and W. Nicholson Price II
Despite enthusiasm about the potential to apply artificial intelligence (AI) to medicine and health care delivery, adoption remains tepid, even for the most compelling technologies. In this article, the authors focus on one set of challenges to AI adoption: those...
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Keywords:
Artificial Intelligence;
Medicine;
Health Care and Treatment;
Legal Liability;
Insurance;
Technology Adoption;
AI and Machine Learning
Stern, Ariel Dora, Avi Goldfarb, Timo Minssen, and W. Nicholson Price II. "AI Insurance: How Liability Insurance Can Drive the Responsible Adoption of Artificial Intelligence in Health Care." NEJM Catalyst Innovations in Care Delivery 3, no. 4 (April 2022).
- 2022
- Book
Legacy of Violence: A History of the British Empire
Sprawling across a quarter of the world’s land mass and claiming nearly seven hundred million people, Britain’s twentieth-century empire was the largest empire in human history. For many Britons, it epitomized their nation’s cultural superiority, but what legacy did...
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Keywords:
Imperialism;
Violence;
Colonialism;
History;
Government and Politics;
Power and Influence;
Race;
Policy;
United Kingdom
Elkins, Caroline M. Legacy of Violence: A History of the British Empire. New York, NY: Alfred A. Knopf, 2022.
- 2022
- Working Paper
Calling All Issuers: The Market for Debt Monitoring
By: Huaizhi Chen, Lauren Cohen and Weiling Liu
A substantial fraction of local governments refinance their long-term debt with significant delays—resulting in sizable losses. Using data from 2001 to 2018, we estimate that U.S. municipals lost over $31 billion from this delayed refinancing, whereas the entire U.S....
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Keywords:
Debt Monitoring;
Financial Institutions;
Governing Rules, Regulations, and Reforms;
Government Administration;
Financing and Loans
Chen, Huaizhi, Lauren Cohen, and Weiling Liu. "Calling All Issuers: The Market for Debt Monitoring." NBER Working Paper Series, No. 29790, February 2022.
- 2021
- Chapter
Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success
By: Karen G. Mills and Annie Dang
Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech...
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Keywords:
Big Data;
Fintech;
Artificial Intelligence;
Small Business;
Financing and Loans;
Capital;
Success;
AI and Machine Learning;
Analytics and Data Science
Mills, Karen G., and Annie Dang. "Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success." In Big Data in Small Business, edited by Carsten Lund Pedersen, Adam Lindgreen, Thomas Ritter, and Torsten Ringberg. Edward Elgar Publishing, 2021.
- September 2021 (Revised March 2022)
- Case
Katie Couric Media: Landing the First Client
By: N. Louis Shipley and William R. Kerr
In May 2018, celebrated journalist Katie Couric and her husband, John Molner, had recently launched a full-service media firm called Katie Couric Media (KCM). Couric treasured the opportunity to address important social issues like gender equality, environmental...
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Keywords:
Customer Acquisition;
Subscription Model;
Entrepreneurship;
Business Startups;
Media;
Customers;
Acquisition;
Social Issues;
Brands and Branding;
Media and Broadcasting Industry
Shipley, N. Louis, and William R. Kerr. "Katie Couric Media: Landing the First Client." Harvard Business School Case 822-011, September 2021. (Revised March 2022.)
- January 2021 (Revised March 2021)
- Case
Juno (A): Leveraging Student Power
By: Joshua Schwartzstein, Kathleen L. McGinn and Amy Klopfenstein
In March 2020, Chris Abkarians and Nikhil Agarwal were in the midst of preparing the annual auction for their student loan assistance startup, Juno. Both current MBA students at Harvard Business School, the duo founded Juno in 2018 to leverage student bargaining power...
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Keywords:
Decision Making;
Decision Choices and Conditions;
Decisions;
Cost vs Benefits;
Education;
Higher Education;
Finance;
Borrowing and Debt;
Strategy;
Adaptation;
Alignment;
Negotiation;
Agreements and Arrangements;
Negotiation Participants;
Negotiation Process;
Negotiation Tactics;
Negotiation Deal;
Negotiation Offer;
Negotiation Types;
Financial Services Industry;
Education Industry;
North and Central America;
United States;
Massachusetts;
Boston
Schwartzstein, Joshua, Kathleen L. McGinn, and Amy Klopfenstein. "Juno (A): Leveraging Student Power." Harvard Business School Case 921-032, January 2021. (Revised March 2021.)
- October 2020
- Article
Collusion in Markets with Syndication
By: John William Hatfield, Scott Duke Kominers, Richard Lowery and Jordan M. Barry
Markets for IPOs and debt issuances are syndicated, in the sense that a bidder who wins a contract may invite losing bidders to join a syndicate that together fulfills the contract. We show that in markets with syndication, standard intuitions from industrial...
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Keywords:
Collusion;
Antitrust;
IPO Underwriting;
Syndication;
"Repeated Games";
Markets;
Game Theory
Hatfield, John William, Scott Duke Kominers, Richard Lowery, and Jordan M. Barry. "Collusion in Markets with Syndication." Journal of Political Economy 128, no. 10 (October 2020).
- 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...
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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.
- January 2020
- Article
The Job Rating Game: Revolving Doors and Analyst Incentives
By: Elisabeth Kempf
Investment banks frequently hire analysts from rating agencies. While many argue that this "revolving door" creates captured analysts, it can also create incentives to improve accuracy. To study this issue, I construct an original dataset, linking analysts to their...
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Keywords:
Credit Rating Agencies;
Investment Banking;
Recruitment;
Performance Evaluation;
Financial Services Industry
Kempf, Elisabeth. "The Job Rating Game: Revolving Doors and Analyst Incentives." Journal of Financial Economics 135, no. 1 (January 2020): 41–67.
- 2020
- Working Paper
Capital Regulation and Product Market Outcomes
By: Ishita Sen and David Humphry
We present evidence of product market adjustments and asset reorganizations from the largest ever shift in risk regulation in a developed insurance market. Using proprietary data on insurance risk exposures from the Bank of England, we develop a measure of regulatory...
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Keywords:
Non-traditional-non-insurance;
Risk Regulation;
Product Market Concentration;
Small Vs. Large Insurers;
Insurance Risk Exposure;
Insurance;
Risk and Uncertainty;
Governing Rules, Regulations, and Reforms
Sen, Ishita, and David Humphry. "Capital Regulation and Product Market Outcomes." Working Paper, January 2020.
- July 2019 (Revised March 2020)
- Case
At-Bay Cyber Insurance
By: Marco Di Maggio and David Lane
At-Bay was a cyber insurance startup that offered companies coverage against a wide array of cyber risks—exposure to which the firm was able to quickly assess and price on the basis of technical expertise that traditional insurance carriers lacked. In mid-2019, At-Bay...
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Keywords:
Business Startups;
Insurance;
Disruptive Innovation;
Risk Management;
Product Marketing;
Distribution Channels;
Information Technology;
Salesforce Management;
Insurance Industry
Di Maggio, Marco, and David Lane. "At-Bay Cyber Insurance." Harvard Business School Case 220-005, July 2019. (Revised March 2020.)
- June 2018 (Revised October 2018)
- Teaching Note
Valuing Snap After the IPO Quiet Period (A), (B), and (C)
By: Marco Di Maggio and Benjamin C. Esty
Teaching Note for HBS Nos. 218-095, 218-096, and 218-116.
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Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
Advertising Industry;
Entertainment and Recreation Industry;
Web Services Industry;
United States;
California
- June 2018 (Revised April 2021)
- Supplement
Valuing Snap After the IPO Quiet Period
By: Benjamin C. Esty, Marco Di Maggio and Greg Saldutte
Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
United States;
California
- June 2018 (Revised April 2021)
- Case
Valuing Snap After the IPO Quiet Period (A)
By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
Snap, the disappearing message app, went public at $17 per share on March 2, 2017, making its two 20-something founders the youngest self-made billionaires in the country. Over the next three weeks, 14 analysts made investment recommendations on Snap: two with buy...
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Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
"DCF Valuation,";
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
Advertising Industry;
Entertainment and Recreation Industry;
Web Services Industry;
United States;
California
Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (A)." Harvard Business School Case 218-095, June 2018. (Revised April 2021.)
- June 2018
- Supplement
Valuing Snap After the IPO Quiet Period (B)
By: Marco Di Maggio and Benjamin C. Esty
Analyzes Snap’s value and analyst recommendations following the events described in the (A) case.
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Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
Advertising Industry;
Entertainment and Recreation Industry;
Web Services Industry;
United States;
California
Di Maggio, Marco, and Benjamin C. Esty. "Valuing Snap After the IPO Quiet Period (B)." Harvard Business School Supplement 218-096, June 2018.
- June 2018
- Supplement
Valuing Snap After the IPO Quiet Period (C)
By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
Analyzes Snap’s value and analyst recommendations following the events described in the (B) case.
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Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
Advertising Industry;
Entertainment and Recreation Industry;
Web Services Industry;
United States;
California
Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (C)." Harvard Business School Supplement 218-116, June 2018.