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      • March 2016 (Revised November 2021)
      • Teaching Note

      T-Mobile in 2013: The Un-Carrier

      By: John Beshears and Francesca Gino
      By 2013, the U.S. wireless industry was in the midst of a costly transition. As consumers began to embrace more sophisticated mobile devices, the industry's four main players spent heavily to improve their infrastructures for providing reliable high-speed data... View Details
      Keywords: Wireless Industry; Telecommunications; Mobile; Service Contracts; Behavioral Economics; Add-on Fees; Shrouded Attributes; Contracts; Competitive Strategy; Consumer Behavior; Infrastructure; Mobile and Wireless Technology; Telecommunications Industry; United States
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      Beshears, John, and Francesca Gino. "T-Mobile in 2013: The Un-Carrier." Harvard Business School Teaching Note 916-048, March 2016. (Revised November 2021.)
      • March 2016
      • Article

      To Groupon or Not to Groupon: The Profitability of Deep Discounts

      By: Benjamin Edelman, Sonia Jaffe and Scott Duke Kominers
      We examine the profitability and implications of online discount vouchers, a relatively new marketing tool that offers consumers large discounts when they prepay for participating firms' goods and services. Within a model of repeat experience good purchase, we examine... View Details
      Keywords: Voucher Discounts; Groupon; Experience Goods; Repeat Purchase; Internet and the Web; Marketing Strategy; Marketing Communications
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      Edelman, Benjamin, Sonia Jaffe, and Scott Duke Kominers. "To Groupon or Not to Groupon: The Profitability of Deep Discounts." Marketing Letters 27, no. 1 (March 2016): 39–53. (First circulated in June 2011. Featured in Working Knowledge: Is Groupon Good for Retailers? Excerpted in HBR Blogs: To Groupon or Not To Groupon: New Research on Voucher Profitability.)
      • February 2016 (Revised September 2020)
      • Case

      T-Mobile in 2013: The Un-Carrier

      By: John Beshears, Francesca Gino, Jonathan Lee and Sean (Yixiang) Wang
      By 2013, the U.S. wireless industry was in the midst of a costly transition. As consumers began to embrace more sophisticated mobile devices, the industry's four main players spent heavily to improve their infrastructures for providing reliable high-speed data... View Details
      Keywords: Business Model; Organizational Change and Adaptation; Product Positioning; Competition; Wireless Technology; Telecommunications Industry; United States
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      Beshears, John, Francesca Gino, Jonathan Lee, and Sean (Yixiang) Wang. "T-Mobile in 2013: The Un-Carrier." Harvard Business School Case 916-043, February 2016. (Revised September 2020.)
      • February 2016
      • Supplement

      Alibaba Goes Public (B)

      By: Krishna Palepu, Suraj Srinivasan, Charles C. Y. Wang and David Lane
      Update on Alibaba Group's share price performance and related events in the year following its September 2014 IPO. View Details
      Keywords: Dual-class Share Structure; Alibaba; IPOs; VIE; Initial Public Offering; Corporate Governance; Performance; Stock Shares; United States
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      Palepu, Krishna, Suraj Srinivasan, Charles C. Y. Wang, and David Lane. "Alibaba Goes Public (B)." Harvard Business School Supplement 116-031, February 2016.
      • 2015
      • Working Paper

      Replicating Private Equity with Value Investing, Homemade Leverage, and Hold-to-Maturity Accounting

      By: Erik Stafford
      Private equity funds tend to select relatively small firms with low EBITDA multiples. Publicly traded equities with these characteristics have high risk-adjusted returns after controlling for common factors typically associated with value stocks. Hold-to-maturity... View Details
      Keywords: Value Investing; Endowments; Investment Management; Asset Pricing; Private Equity; Investment; Management; United States
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      Stafford, Erik. "Replicating Private Equity with Value Investing, Homemade Leverage, and Hold-to-Maturity Accounting." Harvard Business School Working Paper, No. 16-081, January 2016.
      • January 2016 (Revised April 2017)
      • Case

      The Galaxy Dividend Income Growth Fund's Option Investment Strategies

      By: W. Carl Kester
      This case is designed to provide an elementary introduction to options and option pricing for beginning finance students. Analysis of the case requires students to compare the prices of put and call options with various exercise prices and maturity dates on two... View Details
      Keywords: Options; Option Contract; Option Pricing; Derivatives; Mutual Funds; Call Options; Put Options; Stock Options; Risk and Uncertainty; Volatility; Financial Services Industry; United States
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      Kester, W. Carl. "The Galaxy Dividend Income Growth Fund's Option Investment Strategies." Harvard Business School Case 216-041, January 2016. (Revised April 2017.)
      • January 2016
      • Case

      Haiti Hope: Innovating the Mango Value Chain

      By: Amy C. Edmondson and Jean-François Harvey
      This case study examines a market-based approach to economic development through the eyes of NGO TechnoServe's project manager, implementing a US$9.5 million five-year public-private partnership between Coca-Cola, IDB, and USAID. The case ends at the beginning of the... View Details
      Keywords: Sustainability; Economic Development; Corporate Social Responsibility; Emerging Country; Teaming; Public-private Partnership; Inter-organizational Relationships; Collaboration; Strategy Implementation; Agricultural Commodity; Plant-Based Agribusiness; Public Sector; Supply Chain Management; Customer Value and Value Chain; Corporate Social Responsibility and Impact; Learning; Partners and Partnerships; Private Sector; Developing Countries and Economies; Social Enterprise; Food and Beverage Industry; Agriculture and Agribusiness Industry; Haiti
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      Edmondson, Amy C., and Jean-François Harvey. "Haiti Hope: Innovating the Mango Value Chain." Harvard Business School Case 616-040, January 2016.
      • January 2016
      • Case

      TransDigm Inc.

      By: Eric Van den Steen, Kavita Mathews and Alon Galor
      Transdigm had been very successful with a PE-like business model: it acquired smaller producers of aircraft components and improved their profits, mainly by increasing efficiency and applying value pricing. By 2014, Transdigm had completed almost 50 acquisitions. Its... View Details
      Keywords: Strategy; Competitive Advantage; Price; Competitive Strategy; Air Transportation Industry
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      Van den Steen, Eric, Kavita Mathews, and Alon Galor. "TransDigm Inc." Harvard Business School Case 716-443, January 2016.
      • Winter 2016
      • Article

      Analytics for an Online Retailer: Demand Forecasting and Price Optimization

      By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi
      We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details
      Keywords: Internet and the Web; Price; Forecasting and Prediction; Revenue; Sales; Retail Industry
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      Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi. "Analytics for an Online Retailer: Demand Forecasting and Price Optimization." Manufacturing & Service Operations Management 18, no. 1 (Winter 2016): 69–88.
      • 2015
      • Working Paper

      The Probability of Rare Disasters: Estimation and Implications

      By: Emil Siriwardane
      I analyze a rare disasters economy that yields a measure of the risk neutral probability of a macroeconomic disaster, p*t. A large panel of options data provides strong evidence that p*t is the single factor driving option-implied jump risk measures in the cross... View Details
      Keywords: Financial Markets; Forecasting and Prediction; Financial Crisis; Macroeconomics
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      Siriwardane, Emil. "The Probability of Rare Disasters: Estimation and Implications." Harvard Business School Working Paper, No. 16-061, November 2015.
      • October 2015
      • Case

      Facebook: The First Ten Years

      By: Shane Greenstein, Marco Iansiti and Christine Snively
      Facebook celebrated its ten year anniversary in February 2014. Over the past decade it has grown into the largest social network in the world with one billion users. After filing an IPO in 2012 at a $104 billion valuation (the third largest IPO in U.S. history), the... View Details
      Keywords: Social Networks; Technology; Facebook; Entrepreneurship; Profit; Open Source Distribution; Social and Collaborative Networks; Competition; Competitive Strategy; Internet and the Web; Digital Platforms; Social Media; Information Technology Industry
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      Greenstein, Shane, Marco Iansiti, and Christine Snively. "Facebook: The First Ten Years." Harvard Business School Case 616-012, October 2015. (More Info.)
      • October 2015 (Revised August 2018)
      • Case

      Ozark Feed and Ag Corporation: The ERP Decision

      By: Jan Hammond, Paul Kalmbach and Eric Bernstein
      This case describes a medium-sized business that manufactures animal feed for commercial and companion animals. The company has been growing rapidly and is considering whether or not to implement an enterprise resource planning (ERP) system. Ozark currently uses an IT... View Details
      Keywords: ERP Systems; Information Technology; Supply Chain Management; Growth Management; Performance Improvement; Animal-Based Agribusiness; Decision Choices and Conditions; Information Technology Industry; Information Technology Industry; Missouri; Oklahoma; Texas; Arkansas
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      Hammond, Jan, Paul Kalmbach, and Eric Bernstein. "Ozark Feed and Ag Corporation: The ERP Decision." Harvard Business School Case 616-019, October 2015. (Revised August 2018.)
      • October 2015 (Revised September 2016)
      • Case

      Whirlpool Corp.: Structuring the Deal to Acquire Hefei Rongshida Sanyo Electric Company

      By: Benjamin C. Esty and Nancy Hua Dai
      Ian Lee, Whirlpool's VP for North Asia, had been negotiating a possible acquisition with Jackie Jin, the chairman of a leading Chinese appliance manufacturer named Hefei Rongshida Sanyo Electric Company (Hefei Sanyo), for almost six months when suddenly Hefei Sanyo's... View Details
      Keywords: Mergers & Acquisitions; Regulation; Cross-border Investment; Brand Names; State-owned Enterprise (SOE); Appliances; White Goods; Consumer Durables; Negotiation; Valuation; Mergers and Acquisitions; State Ownership; Foreign Direct Investment; Brands and Branding; Consumer Products Industry; China
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      Esty, Benjamin C., and Nancy Hua Dai. "Whirlpool Corp.: Structuring the Deal to Acquire Hefei Rongshida Sanyo Electric Company." Harvard Business School Case 216-019, October 2015. (Revised September 2016.)
      • October 2015
      • Teaching Note

      Molycorp: Financing the Production of Rare Earth Minerals (A)

      By: Benjamin C. Esty and E. Scott Mayfield
      Molycorp, the western hemisphere's only producer of rare earth minerals, was in the middle of a $1 billion capital expenditure project in its effort to become a vertically integrated supplier of rare earth minerals, oxides, and metals. Yet it had just reported lower... View Details
      Keywords: Convertible Debt; Uncertainty; Competition; Startup; China; Supply & Demand; Growth; Rare Earth Minerals; Discounted Cash Flows; Mining; Payoff Diagrams; Option Pricing; Capital Budgeting; Capital Structure; Cash Flow; Financial Strategy; Market Entry and Exit; Vertical Integration; Valuation; Metals and Minerals; Mining Industry; Industrial Products Industry; Canada; California
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      Esty, Benjamin C., and E. Scott Mayfield. "Molycorp: Financing the Production of Rare Earth Minerals (A)." Harvard Business School Teaching Note 216-020, October 2015.
      • 2019
      • Working Paper

      The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

      By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno
      Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details
      Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance
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      Bassamboo, Achal, Ruomeng Cui, and Antonio Moreno. "The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets." Working Paper, 2019.
      • August 2015 (Revised October 2023)
      • Case

      Eastman Kodak Company: Restructuring a Melting Ice Cube

      By: Stuart C. Gilson, John D. Dionne and Sarah L. Abbott
      In May 2013, senior managers of GSO Capital Partners, an $80 billion credit-oriented investment firm owned by The Blackstone Group, are considering what to do next with their investment in the senior secured debt of Eastman Kodak Company. Once a great company and an... View Details
      Keywords: Restructuring; Finance; Strategy; Investment; United States
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      Gilson, Stuart C., John D. Dionne, and Sarah L. Abbott. "Eastman Kodak Company: Restructuring a Melting Ice Cube." Harvard Business School Case 216-006, August 2015. (Revised October 2023.)
      • June 2015 (Revised August 2016)
      • Case

      Qualcomm Inc., 2009-2015

      By: David B. Yoffie
      In the years after 2009, Qualcomm navigated the wireless industry's transition from 3G to 4G, retaining its technological leadership and experiencing dramatic growth in revenue and profit. In March 2014, Qualcomm appointed a new CEO, Steve Mollenkopf, who had to... View Details
      Keywords: Communication Technologies; Technology; Wireless Technologies; Mobile and Wireless Technology; Strategy; Communication Technology; Competitive Strategy; Change Management; Electronics Industry; Telecommunications Industry; California
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      Yoffie, David B. "Qualcomm Inc., 2009-2015." Harvard Business School Case 715-467, June 2015. (Revised August 2016.)
      • Summer 2015
      • Article

      Investment Incentives in Open-Source and Proprietary Two-Sided Platforms

      By: Ramon Casadesus-Masanell and Gaston Llanes
      We study incentives to invest in platform quality in open-source and proprietary two-sided platforms. Open platforms have open access, and developers invest to improve the platform. Proprietary platforms have closed access, and investment is done by the platform owner.... View Details
      Keywords: Motivation and Incentives; Digital Platforms; Open Source Distribution; Investment
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      Casadesus-Masanell, Ramon, and Gaston Llanes. "Investment Incentives in Open-Source and Proprietary Two-Sided Platforms." Journal of Economics & Management Strategy 24, no. 2 (Summer 2015): 306–324.
      • May 2015
      • Case

      Pricing in a Digital World (2015)

      By: John Gourville
      Dynamic pricing, especially as practiced by Uber and Lift, seems to be all the rage. In this case, we look at five interesting applications of dynamic price and price customization, each made possible by advances in digital technology. These range from the online... View Details
      Keywords: Pricing; Marketing; Dynamic Pricing; Price Customization; Information Technology; Price; Entrepreneurship; Customization and Personalization; Product Marketing
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      Gourville, John. "Pricing in a Digital World (2015)." Harvard Business School Case 515-104, May 2015.
      • Article

      Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches

      By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
      Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR website, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
      Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Perception; Internet and the Web; Investment
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      Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Journal of Financial Economics 116, no. 2 (May 2015): 410–431.
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