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  • May 2017 (Revised February 2024)
  • Case

Battle for the Soul of Capitalism: Unilever and the Kraft Heinz Takeover Bid (A)

By: William W. George and Amram Migdal
This case describes Kraft Heinz Company’s (KHC) February 2017 unsolicited $143 billion takeover offer to acquire Unilever. The offer was made to Unilever CEO Paul Polman by KHC chairman Alexandre Behring, who was also co-founder and CEO of Brazilian-based 3G Capital... View Details
Keywords: Acquisition; Value Creation; Decision Choices and Conditions
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George, William W., and Amram Migdal. "Battle for the Soul of Capitalism: Unilever and the Kraft Heinz Takeover Bid (A)." Harvard Business School Case 317-127, May 2017. (Revised February 2024.)
  • Research Summary

Exclusivity and Control (joint with A. Hagiu)

We analyze platform competition for content in the presence of strategic interactions between content distributors and content providers. Contrary to standard results concerning double marginalization and pricing of complementary goods, we prove that a platform gaining... View Details
  • December 2024
  • Article

Proxy Advisory Firms and Corporate Shareholder Engagement

By: Aiyesha Dey, Austin Starkweather and Joshua White
We study how Institutional Shareholder Services (ISS) affect firms’ engagement with shareholders. Our analyses exploit a quasi-natural experiment using say-on-pay voting outcomes near a threshold that triggers ISS to review engagement activities. Firms receiving ISS... View Details
Keywords: Business and Shareholder Relations; Governing and Advisory Boards; Policy; Voting
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Dey, Aiyesha, Austin Starkweather, and Joshua White. "Proxy Advisory Firms and Corporate Shareholder Engagement." Review of Financial Studies 37, no. 12 (December 2024): 3877–3931.
  • December 2020
  • Article

Monetary Policy and Global Banking

By: Falk Bräuning and Victoria Ivashina
When central banks adjust interest rates, the opportunity cost of lending in local currency changes, but—in absence of frictions—there is no spillover effect to lending in other currencies. However, when equity capital is limited, global banks must benchmark domestic... View Details
Keywords: Global Banks; Monetary Policy Transmission; Cross-border Lending; Banks and Banking; Financial Markets; Global Range
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Bräuning, Falk, and Victoria Ivashina. "Monetary Policy and Global Banking." Journal of Finance 75, no. 6 (December 2020): 3055–3095.
  • May 2016 (Revised June 2017)
  • Case

India's Amul: Keeping Up with the Times

By: Rohit Deshpandé, Tarun Khanna, Namrata Arora and Tanya Bijlani
Amul is an Indian dairy cooperative founded in 1947—eight months before India's independence from British rule—and owned by over three million farmers in the state of Gujarat. It is India's largest food product marketing organization, selling 46 products, including... View Details
Keywords: Globalization; Expansion; Dairy; India; Cooperatives; Milk; Leadership; Agriculture; Agribusiness; Competition; Marketing; Organizational Change and Adaptation; Agriculture and Agribusiness Industry; India
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Deshpandé, Rohit, Tarun Khanna, Namrata Arora, and Tanya Bijlani. "India's Amul: Keeping Up with the Times." Harvard Business School Case 516-116, May 2016. (Revised June 2017.)
  • 2020
  • Working Paper

Sticky Capital Controls

By: Miguel Acosta-Henao, Laura Alfaro and Andres Fernandez
There is much ongoing debate on the merits of capital controls as effective policy instruments. The differing perspectives are due in part to a lack of empirical studies that look at the intensive margin of controls, which in turn has prevented a quantitative... View Details
Keywords: Capital Controls; Macroprudential Policies; Stickiness; Intensive; (S, S) Costs; Capital; Management; Macroeconomics
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Acosta-Henao, Miguel, Laura Alfaro, and Andres Fernandez. "Sticky Capital Controls." NBER Working Paper Series, No. 26997, April 2020.
  • 2009
  • Working Paper

Strategic Interactions in Two-Sided Market Oligopolies

By: Emmanuel Farhi and Andrei Hagiu
Strategic interactions between two-sided platforms depend not only on whether their decision variables are strategic complements or substitutes as for one-sided firms, but also -and crucially so- on whether or not the platforms subsidize one side of the market in... View Details
Keywords: Two-Sided Markets; Strategic Complements; Strategic Substitutes; Cost; Investment; Profit; One-Sided Platforms; Two-Sided Platforms; Duopoly and Oligopoly; Competitive Advantage
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Farhi, Emmanuel, and Andrei Hagiu. "Strategic Interactions in Two-Sided Market Oligopolies." Harvard Business School Working Paper, No. 08-011, August 2007. (Revised February 2009.)
  • December 1988
  • Article

Strategic Responses to Automobile Emissions Control: A Game-Theoretic Analysis

By: Dennis Yao
This paper examines the dynamics of standard-setting regulation under technological uncertainty and asymmetric information about technological capability. A two-period model which allows fully strategic action is developed and applied to the regulation of automobile... View Details
Keywords: Transportation; Pollutants; Standards; Governance Controls; Technological Innovation; Research and Development; Mathematical Methods
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Yao, Dennis. "Strategic Responses to Automobile Emissions Control: A Game-Theoretic Analysis." Journal of Environmental Economics and Management 15 (December 1988): 419–438. (Harvard users click here for full text.)
  • 2024
  • Working Paper

Deregulation, Market Power, and Prices: Evidence from the Electricity Sector

By: Alexander MacKay and Ignacia Mercadal
We construct a novel dataset on electricity generation, wholesale transactions, and retail sales to assess the shift from cost-of-service regulation to deregulated, market-based prices in the context of the U.S. electricity sector. Consistent with earlier studies, we... View Details
Keywords: Deregulation; Market Power; Markups; Prices; Electricity; Energy; Markets; Governing Rules, Regulations, and Reforms; Price; Utilities Industry
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MacKay, Alexander, and Ignacia Mercadal. "Do Markets Reduce Prices? Evidence from the Electricity Sector." Harvard Business School Working Paper, No. 21-095, February 2021. (Revised March 2024. Direct download.)
  • Article

Financial Analysis of Pediatric Resident Physician Primary Care Longitudinal Outpatient Experience

By: Robert S. Kaplan, Carole H. Stipelman, Brad Poss, Laura Anne Stetson, Luca Boi, Michael Rogers, Caleb Puzey, Sri Koduri, Vivian S. Lee and Edward B. Clark
Objective
To determine whether residency training represents a net positive or negative cost to academic medical centers, we analyzed the cost of a residency program and clinical productivity of residents and faculty in an outpatient primary care practice with or... View Details
Keywords: Academic Medicine; Cost; Children; Graduate Medical Education
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Kaplan, Robert S., Carole H. Stipelman, Brad Poss, Laura Anne Stetson, Luca Boi, Michael Rogers, Caleb Puzey, Sri Koduri, Vivian S. Lee, and Edward B. Clark. "Financial Analysis of Pediatric Resident Physician Primary Care Longitudinal Outpatient Experience." Academic Pediatrics 18, no. 7 (September–October 2018): 837–842.
  • December 1988 (Revised March 1989)
  • Case

Pabst Brewing Co.

At the end of 1984 the Pabst Brewing Co. was the object of a takeover contest for the second time in three years. Nearly two years after a reorganization in early 1983 Pabst still suffered from low margins and high debt service costs. This case describes the takeover... View Details
Keywords: Valuation; Restructuring; Bids and Bidding; Acquisition; Manufacturing Industry; Food and Beverage Industry; United States
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Tiemann, Jonathan. "Pabst Brewing Co." Harvard Business School Case 289-031, December 1988. (Revised March 1989.)
  • Article

Financing Constraints, Home Equity and Selection into Entrepreneurship

By: Thais Laerkholm Jensen, Søren Leth-Petersen and Ramana Nanda
We exploit a mortgage reform that differentially unlocked home equity across the Danish population and study how this impacted selection into entrepreneurship. We find that increased entry was concentrated among entrepreneurs whose firms were founded in industries... View Details
Keywords: Mortgage Reform; Home Equity; Financing Constraints; Entrepreneurs; Entrepreneurship; Mortgages; Denmark
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Jensen, Thais Laerkholm, Søren Leth-Petersen, and Ramana Nanda. "Financing Constraints, Home Equity and Selection into Entrepreneurship." Journal of Financial Economics 145, no. 2A (August 2022): 318–337.
  • June 2006 (Revised September 2006)
  • Case

Tech Data Corporation

Tech Data is a global supplier of logistics management services and one of the world's largest distributors of information technology equipment. Operational execution is key for the company, which has gross margins in the 5% range. At the end of 2005, the company had... View Details
Keywords: Competition; Information Infrastructure; Operations; Growth and Development Strategy
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Upton, David M., and Bradley R. Staats. "Tech Data Corporation." Harvard Business School Case 606-060, June 2006. (Revised September 2006.)
  • March 1986 (Revised July 1986)
  • Case

Applications for Financial Futures

Consists of a series of four brief descriptions of the use of financial futures as hedging vehicles: a savings and loan hedging the rollover of three-month money market certificates with T-bill futures, a corporate debt issuer hedging the cost of a future debt issue... View Details
Keywords: Financial Instruments
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Mason, Scott P. "Applications for Financial Futures." Harvard Business School Case 286-109, March 1986. (Revised July 1986.)
  • 2019
  • Article

An Empirical Study of Rich Subgroup Fairness for Machine Learning

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
Keywords: Machine Learning; Fairness; AI and Machine Learning
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Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
  • 2001
  • Working Paper

When Does the Market Matter? Stock Prices and the Investment of Equity Dependent Firms

By: Malcolm Baker, Jeremy Stein and Jeffrey Wurgler
We use a simple model of corporate investment to determine when investment will be sensitive to non-fundamental movements in stock prices. The key cross-sectional prediction of the model is that stock prices will have a stronger impact on the investment of firms that... View Details
Keywords: Investment; Equity; Stocks; Price; Mathematical Methods; Forecasting and Prediction
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Baker, Malcolm, Jeremy Stein, and Jeffrey Wurgler. "When Does the Market Matter? Stock Prices and the Investment of Equity Dependent Firms." NBER Working Paper Series, No. 8750, December 2001. (First draft in 2001.)
  • 17 Jul 2012
  • Working Paper Summaries

Why Do We Redistribute So Much but Tag So Little? The Principle of Equal Sacrifice and Optimal Taxation

Keywords: by Matthew Weinzierl
  • August 2003
  • Article

When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms

By: Malcolm Baker, Jeremy Stein and Jeffrey Wurgler
We use a simple model of corporate investment to determine when investment will be sensitive to non-fundamental movements in stock prices. The key cross-sectional prediction of the model is that stock prices will have a stronger impact on the investment of firms that... View Details
Keywords: Stocks; Price; Investment; Equity; Forecasting and Prediction; Rank and Position; Markets
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Baker, Malcolm, Jeremy Stein, and Jeffrey Wurgler. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms." Quarterly Journal of Economics 118, no. 3 (August 2003): 969–1006.
  • January 2011 (Revised June 2011)
  • Case

Fixed Income Arbitrage in a Financial Crisis (A): US Treasuries in November 2008

Investment manager James Franey confronts an apparent arbitrage opportunity during the global financial crisis of 2008 when he notices a wide yield spread between two U.S. Treasury bonds that mature on the same date. Franey must decide if there is an opportunity, how... View Details
Keywords: Bonds; Valuation; Interest Rates; Financial Crisis; Financial Services Industry; United States
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Taliaferro, Ryan D., and Stephen Blyth. "Fixed Income Arbitrage in a Financial Crisis (A): US Treasuries in November 2008." Harvard Business School Case 211-049, January 2011. (Revised June 2011.)
  • 10 Jan 2011
  • Research & Ideas

Is Groupon Good for Retailers?

higher cost of goods sold, giving them less room to discount. And if they don't sell a product one day, they can hold it in inventory for future sale. So marginal business is less urgent for them. We're not prepared to say Gap's Groupon... View Details
Keywords: by Carmen Nobel; Advertising; Technology
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