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- March 2024
- Teaching Note
CoPilot(s): Generative AI at Microsoft and GitHub
By: Frank Nagle and Maria P. Roche
This teaching note is the companion to case N9-624-010 CoPilot(s): Generative AI at Microsoft and GitHub, which takes place in late 2021. The case briefly describes the history of both GitHub and Microsoft with a particular focus on open source software (OSS) –...
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- November 2023
- Case
Gabon Special Economic Zone
By: John Macomber and Wale Lawal
Tropical rain forest covers about 80% of the West African nation of Gabon, part of the Congo Basin and the "lungs of the world." Gabon is one of the first nations to earn revenue from carbon sequestration...as long as the rain forest remains intact. There are...
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Keywords:
Africa;
Economic Development;
Forestry;
Wood;
Climate Change;
Carbon Credits;
Supply Chain;
Economic Growth;
Development Economics;
Forest Products Industry;
Africa;
Gabon
Macomber, John, and Wale Lawal. "Gabon Special Economic Zone." Harvard Business School Case 224-012, November 2023.
- October 2023 (Revised March 2024)
- Case
KOKO Networks: Bridging Energy Transition and Affordability with Carbon Financing
By: George Serafeim, Siko Sikochi and Namrata Arora
The problem was massive: two million hectares of African forests were lost annually to charcoal production for cooking, an area equivalent to 13 times Greater London, resulting in one billion tons of carbon emissions yearly. At the same time, an estimated 700,000...
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Keywords:
Africa;
Clean Tech;
Energy;
Sustainability;
Health;
Digital;
Carbon Credits;
Carbon Offsetting;
Market Design;
Regulation;
Climate Change;
Entrepreneurship;
Consumer Products Industry;
Consumer Products Industry;
Africa
Serafeim, George, Siko Sikochi, and Namrata Arora. "KOKO Networks: Bridging Energy Transition and Affordability with Carbon Financing." Harvard Business School Case 124-022, October 2023. (Revised March 2024.)
- April 2023
- Article
The Real Exchange Rate, Innovation and Productivity
By: Laura Alfaro, Alejandro Cuñat, Harald Fadinger and Yanping Liu
We evaluate manufacturing firms' responses to changes in the real exchange rate (RER) using detailed firm-level data for a large set of countries for the period 2001-2010. We uncover the following stylized facts about regional variation of manufacturing firms'...
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Keywords:
Real Exchange Rate;
Firm Level Data;
Innovation;
Productivity;
Exporting;
Importing;
Credit Constraints;
Currency Exchange Rate;
Innovation and Invention;
Performance Productivity
Alfaro, Laura, Alejandro Cuñat, Harald Fadinger, and Yanping Liu. "The Real Exchange Rate, Innovation and Productivity." Journal of the European Economic Association 21, no. 2 (April 2023): 637–689.
- January 2023
- Case
EKI Energy Services: One Billion Carbon Credits
By: George Serafeim
Within nine months from the time of its Initial Public Offering (IPO) in April of 2021, EKI Energy Services (EKI) shares had increased by more than 8,000%. Equally explosive was the growth of the company’s revenues and Earnings Before Interest, Taxes and Depreciation...
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Keywords:
Carbon Credits;
Carbon Emissions;
Growth;
Business Analysis;
Environmental Sustainability;
Corporate Valuation;
Climate Change;
Accounting;
Valuation;
Transition;
Renewable Energy;
Analysis;
Product Positioning;
India
Serafeim, George. "EKI Energy Services: One Billion Carbon Credits." Harvard Business School Case 123-060, January 2023.
- 2022
- Working Paper
The Issuance and Design of Sustainability-linked Loans
By: Maria Loumioti and George Serafeim
Sustainability-linked loans (i.e., syndicated loans for which pricing is linked to a sustainability performance indicator) have rapidly evolved into a significant private debt product. We find that sustainability-linked lending has been available mostly to borrowers...
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Keywords:
Sustainability;
Sustainability Management;
Credit Products;
Loan Contracts;
Loans;
Corporate Finance;
Credit Risk;
Environment;
ESG;
ESG Ratings;
Climate Change;
Finance;
Borrowing and Debt;
Risk and Uncertainty;
Credit
Loumioti, Maria, and George Serafeim. "The Issuance and Design of Sustainability-linked Loans." Harvard Business School Working Paper, No. 23-027, November 2022.
- October 2022
- Case
Beam Dental (A)
By: Rembrand Koning and Alicia Dadlani
In May 2014, Alex Frommeyer, cofounder and CEO of Kentucky-based Beam Dental, a seed-stage startup that developed connected toothbrushes that tracked brushing habits, needed to decide which strategy to pitch to a venture capital firm. The first pitch deck played to the...
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Keywords:
Business Startups;
Business Strategy;
Entrepreneurship;
Financing and Loans;
Presentations;
Product Development;
Insurance Industry;
United States;
Kentucky;
Ohio
Koning, Rembrand, and Alicia Dadlani. "Beam Dental (A)." Harvard Business School Case 723-355, October 2022.
- June 29, 2022
- Other Article
Strategic Complexity? Using Experiments to Understand and Overcome Obfuscation
By: Michael Luca, Ginger Zhe Jin and Daniel Martin
Credit card companies must decide what product features to disclose to consumers, such as payment schedules, penalties, and fees--and also whether to present them clearly or bury them in the fine print. Firms face similar choices in settings ranging from privacy...
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Keywords:
Obfuscation;
Credit Cards;
Strategic Incentives;
Complexity;
Agreements and Arrangements;
Customers;
Consumer Behavior;
Financial Services Industry
Luca, Michael, Ginger Zhe Jin, and Daniel Martin. "Strategic Complexity? Using Experiments to Understand and Overcome Obfuscation." Management Science Review (June 29, 2022). (Summary of "Complex Disclosure," Management Science, May 2022.)
- February 2022
- Article
Taxation and Innovation in the 20th Century
By: Ufuk Akcigit, John Grigsby, Tom Nicholas and Stefanie Stantcheva
This paper studies the effect of corporate and personal taxes on innovation in the United States over the twentieth century. We build a panel of the universe of inventors who patent since 1920, and a historical state-level corporate tax database with corporate tax...
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Keywords:
Innovation;
Income Taxes;
Corporate Taxation;
Firms;
Inventors;
State Taxation;
Business Taxation;
R&D Tax Credits;
Taxation;
Innovation and Invention;
History;
United States
Akcigit, Ufuk, John Grigsby, Tom Nicholas, and Stefanie Stantcheva. "Taxation and Innovation in the 20th Century." Quarterly Journal of Economics 137, no. 1 (February 2022): 329–385.
- February 2021
- Article
A Dynamic Theory of Multiple Borrowing
By: Daniel Green and Ernest Liu
Multiple borrowing—a borrower obtains overlapping loans from multiple lenders—is a common phenomenon in many credit markets. We build a highly tractable, dynamic model of multiple borrowing and show that, because overlapping creditors may impose default externalities...
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Keywords:
Commitment;
Multiple Borrowing;
Common Agency;
Misallocation;
Microfinance;
Investment;
Mathematical Methods
Green, Daniel, and Ernest Liu. "A Dynamic Theory of Multiple Borrowing." Journal of Financial Economics 139, no. 2 (February 2021): 389–404.
- 2020
- Working Paper
Accounting for Product Impact in the Consumer Finance Industry
By: George Serafeim and Katie Trinh
We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor credit card providers within the consumer finance industry. We design a monetization methodology that allows us to calculate monetary impact estimates...
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Keywords:
Product Innovation;
Impact;
Impact Investing;
Impact Measurement;
ESG;
ESG (Environmental, Social, Governance) Performance;
ESG Ratings;
Social Corporate Responsibility;
Corporate Social Responsibility;
Social Impact;
Consumer Finance;
Financial Services;
Financial Inclusion;
Product;
Product Design;
Product Positioning;
Society;
Corporate Social Responsibility and Impact;
Personal Finance;
Credit Cards;
Financial Services Industry
Serafeim, George, and Katie Trinh. "Accounting for Product Impact in the Consumer Finance Industry." Harvard Business School Working Paper, No. 21-061, November 2020. (Revised December 2020.)
- October 2020
- Article
Peer Influence on Trade Credit
By: Daniel Gyimah, Michael Machokoto and Anywhere (Siko) Sikochi
We examine the influence of peer firms on trade credit policies of listed firms in the United States. We posit and find evidence that firms mimic their peers in formulating trade credit policies. The findings are more pronounced for firms in highly competitive product...
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Keywords:
Trade Credit;
Peer Effects;
Product Market Competition;
Trade;
Credit;
Policy;
Competition
Gyimah, Daniel, Michael Machokoto, and Anywhere (Siko) Sikochi. "Peer Influence on Trade Credit." Journal of Corporate Finance 64 (October 2020).
- August 2020 (Revised August 2023)
- Case
Nubank: Democratizing Financial Services
By: Michael Chu, Carla Larangeira and Pedro Levindo
Nubank, a wholly-digital solution created to disrupt Brazilian banking, with 6 million clients and a $4 billion valuation after five years, must decide whether to expand to Mexico. The company was founded in São Paulo in 2013 by Colombian-born David Vélez to seize what...
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Keywords:
Fintech;
Financial Inclusion;
Digital Banking;
Credit Cards;
Banks and Banking;
Disruption;
Expansion;
Growth and Development Strategy;
Financial Services Industry;
South America;
Brazil;
North America;
Mexico
Chu, Michael, Carla Larangeira, and Pedro Levindo. "Nubank: Democratizing Financial Services." Harvard Business School Case 321-068, August 2020. (Revised August 2023.)
- November 2019 (Revised December 2019)
- Case
Marcus by Goldman Sachs
By: Rory McDonald, Samir Junnarkar and David Lane
Five years on from the 2008 financial crisis, Goldman Sachs remained wounded. Revenues at the global investment bank had stagnated below pre-crisis levels, and the firm had yet to rebound from a substantial decline in securities-trading revenues. Marcus by Goldman...
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Keywords:
Corporate Entrepreneurship;
Banks and Banking;
Innovation Leadership;
Growth and Development Strategy;
Growth Management;
Organizational Culture;
Financial Services Industry;
United Kingdom
McDonald, Rory, Samir Junnarkar, and David Lane. "Marcus by Goldman Sachs." Harvard Business School Case 620-005, November 2019. (Revised December 2019.)
- 2019
- Working Paper
The (Heterogenous) Economic Effects of Private Equity Buyouts
By: Steven J. Davis, John Haltiwanger, Kyle Handley, Ben Lipsius, Josh Lerner and Javier Miranda
The effects of private equity buyouts on employment, productivity, and job reallocation vary
tremendously with macroeconomic and credit conditions, across private equity groups, and by
type of buyout. We reach this conclusion by examining the most extensive...
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Keywords:
Private Equity Buyouts;
Impact;
Private Equity;
Economics;
Employment;
Performance Productivity;
Wages
Davis, Steven J., John Haltiwanger, Kyle Handley, Ben Lipsius, Josh Lerner, and Javier Miranda. "The (Heterogenous) Economic Effects of Private Equity Buyouts." Harvard Business School Working Paper, No. 20-046, October 2019. (Revised July 2021. NBER Working Paper 26371.)
- February 2019 (Revised March 2019)
- Case
Banorte and the Capital Call Facility: Infrastructure Finance in Mexico
By: John D. Macomber, Carla Larangeira and Fernanda Miguel
As a result of Mexico´s pension industry deregulation, pension funds were able to invest in energy and infrastructure projects through a variety of financial instruments, particularly through Capital Development Certificates (CKDs), an asset class that served as a...
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Keywords:
Financial Products;
Fund Management;
Capital Call Facility;
Pension Funds;
Infrastructure;
Energy;
Finance;
Decision Making;
Investment Funds;
Financial Instruments;
North America;
Mexico
Macomber, John D., Carla Larangeira, and Fernanda Miguel. "Banorte and the Capital Call Facility: Infrastructure Finance in Mexico." Harvard Business School Case 219-049, February 2019. (Revised March 2019.)
- June 2018 (Revised January 2019)
- Case
Membership Rewards® from American Express
By: Shelle Santana, Frances X. Frei and Lauren G. Pickle
Credit and charge card issuer American Express (Amex) had developed a strong reputation among consumers due in part to its Membership Rewards (MR) loyalty program, first established in 1991. Through MR, all Amex cardholders could accumulate and redeem “points” based on...
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Keywords:
Financial Services;
Customer Loyalty;
Credit Cards;
Marketing Strategy;
Product Marketing;
Brands and Branding;
Customer Value and Value Chain;
Value Creation;
Financial Services Industry;
Banking Industry;
North America;
United States
Santana, Shelle, Frances X. Frei, and Lauren G. Pickle. "Membership Rewards® from American Express." Harvard Business School Case 518-079, June 2018. (Revised January 2019.)
- 2020
- Working Paper
The Real Exchange Rate, Innovation and Productivity
By: Laura Alfaro, Alejandro Cuñat, Harald Fadinger and Yanping Liu
We evaluate manufacturing firms' responses to changes in the real exchange rate (RER) using detailed firm-level data for a large set of countries for the period 2001–2010. We uncover the following stylized facts about regional variation of manufacturing firms'...
View Details
Keywords:
Real Exchange Rate;
Firm Level Data;
Innovation;
Productivity;
Exporting;
Importing;
Credit Constraints;
Currency Exchange Rate;
Innovation and Invention;
Performance Productivity
Alfaro, Laura, Alejandro Cuñat, Harald Fadinger, and Yanping Liu. "The Real Exchange Rate, Innovation and Productivity." Harvard Business School Working Paper, No. 18-044, November 2017. (Revised April 2020.)
- September 2017 (Revised September 2023)
- Case
Chase Sapphire: Creating a Millennial Cult Brand
By: Shelle Santana, Jill Avery and Christine Snively
The launch of the Chase Sapphire Reserve credit card was enthusiastically received by millennial consumers, a cohort that had previously eluded JPMorgan Chase and its competitors. With the one-year anniversary of the launch approaching, managers are focused on...
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Keywords:
Brand & Product Management;
Product Strategy;
New Product Development;
Credit Card;
Customer Acquisition;
CRM;
Millennials;
Marketing;
Marketing Strategy;
Brands and Branding;
Credit Cards;
Product Development;
Product Launch;
Customer Relationship Management;
Consumer Behavior;
Demographics;
Financial Services Industry;
Service Industry;
Banking Industry;
United States;
North America
Santana, Shelle, Jill Avery, and Christine Snively. "Chase Sapphire: Creating a Millennial Cult Brand." Harvard Business School Case 518-024, September 2017. (Revised September 2023.)
- September 2017 (Revised June 2019)
- Case
Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China
By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the...
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Keywords:
Financing and Loans;
Internet and the Web;
Supply Chain;
Finance;
Innovation and Invention;
Competition;
Product Positioning;
Strategy;
Financial Services Industry;
China
Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.)