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      • 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.)
      • April 2019 (Revised October 2020)
      • Case

      Kraft Heinz: The $8 Billion Brand Write-Down

      By: Jill Avery
      On Friday, February 22, 2019, following an unexpected and disappointing earnings report, The Kraft Heinz Company’s stock price fell 27%, wiping out $16 billion in market value. CEO Bernardo Hees had announced that the company had taken a $15.4 billion asset write-down,... View Details
      Keywords: Brand Management; Brand Value; Brand Equity; Marketing ROI; Brand Storytelling; Intangible Assets; Brand Valuation; Marketing; Marketing Strategy; Brands and Branding; Management; Corporate Strategy; Consumer Behavior; Food; Marketing Communications; Advertising; Private Equity; Consumer Products Industry; Food and Beverage Industry; United States; North America
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      Avery, Jill. "Kraft Heinz: The $8 Billion Brand Write-Down." Harvard Business School Case 519-076, April 2019. (Revised October 2020.)
      • 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... View Details
      Keywords: Financial Products; Fund Management; Capital Call Facility; Pension Funds; Infrastructure; Energy; Finance; Decision Making; Investment Funds; Financial Instruments; North America; Mexico
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      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.)
      • February 2019 (Revised July 2025)
      • Case

      Theranos: Who Has Blood on Their Hands? (A)

      By: Nien-hê Hsieh, Christina R. Wing, Emilie Fournier and Anna Resman
      This case covers the rise and fall of Theranos, the company founded by Elizabeth Holmes in 2004 to revolutionize the blood testing industry by creating a device that could provide from a small finger prick the same results and accuracy as intravenous blood draws. As... View Details
      Keywords: Health Testing and Trials; Corporate Accountability; Organizational Culture; Misleading and Fraudulent Advertising; Crime and Corruption; Ethics; Entrepreneurship; Lawsuits and Litigation
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      Hsieh, Nien-hê, Christina R. Wing, Emilie Fournier, and Anna Resman. "Theranos: Who Has Blood on Their Hands? (A)." Harvard Business School Case 619-039, February 2019. (Revised July 2025.)
      • January 2019 (Revised January 2022)
      • Case

      Chinese Infrastructure Investments in Sri Lanka: A Pearl or a Teardrop on the Belt and Road?

      By: Meg Rithmire and Yihao Li
      In 2015, a surprise presidential election result seemed to imperil Chinese investments in Sri Lanka, which were associated with China’s Belt and Road Initiative to build global infrastructure. In the previous decade, China had undertaken two major projects in the... View Details
      Keywords: Belt And Road Initiative; Investment; Infrastructure; China; Sri Lanka
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      Rithmire, Meg, and Yihao Li. "Chinese Infrastructure Investments in Sri Lanka: A Pearl or a Teardrop on the Belt and Road?" Harvard Business School Case 719-046, January 2019. (Revised January 2022.)
      • January 2019 (Revised February 2024)
      • Teaching Note

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Ayelet Israeli
      Teaching Note for HBS No. 519-011. As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Consumer Behavior; Social Media; E-commerce
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      Israeli, Ayelet. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Teaching Note 519-056, January 2019. (Revised February 2024.)
      • 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.
      • 2018
      • Article

      Insight into Gender Differences in STEM: Evidence from Peer Reviews in an Engineering Class

      By: Jacqueline N. Lane, Bruce Ankenman and Seyed Iravani
      As the service industry moves toward self-service, peer feedback serves a critical role in this shift for educational services. Peer feedback is a process by which students provide feedback to each other. One of its major benefits is that it enables students to become... View Details
      Keywords: Peer Review; Peer Feedback; STEM Education; Anonymity; Education; Gender; Education Industry
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      Lane, Jacqueline N., Bruce Ankenman, and Seyed Iravani. "Insight into Gender Differences in STEM: Evidence from Peer Reviews in an Engineering Class." Service Science 10, no. 4 (2018): 442–456.
      • October 2018 (Revised August 2019)
      • Module Note

      Supply Chain Management

      By: Willy C. Shih
      This note on supply chain management provides background for the seven class supply chain module in the Technology & Operations Management required curriculum course taught at the Harvard Business School. This module includes four broad topics: sourcing and supply... View Details
      Keywords: Supply Chain Information; Supply & Demand; Supply Chain Industries; Supply Chain Management; Supply Chain; Manufacturing Industry; Consumer Products Industry; Food and Beverage Industry; Service Industry; United States; Asia; Europe; Japan; China
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      Shih, Willy C. "Supply Chain Management." Harvard Business School Module Note 619-023, October 2018. (Revised August 2019.)
      • October 2018 (Revised July 2023)
      • Case

      Innovation at Uber: The Launch of Express POOL

      By: Chiara Farronato, Alan MacCormack and Sarah Mehta
      Set in March 2018, the case follows ride-sharing company Uber as it develops and launches a new product called Express POOL. This product offers a reduced price to riders willing to carpool, walk a short distance to/from their pick-up and drop-off points, and wait a... View Details
      Keywords: Innovation and Management; Innovation Leadership; Innovation Strategy; Technological Innovation; Information Technology; Mobile and Wireless Technology; Applications and Software; Digital Platforms; Decision Making; Technology Industry; California; San Francisco
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      Farronato, Chiara, Alan MacCormack, and Sarah Mehta. "Innovation at Uber: The Launch of Express POOL." Harvard Business School Case 619-003, October 2018. (Revised July 2023.)
      • September 2018
      • Case

      Sealed Air Corporation: Deciding the Fate of VTID (Abridged)

      By: Elie Ofek
      In mid-2010 the Sealed Air Corporation has to decide on next steps for its novel video tracking technology (called VTID) after unsuccessful attempts to market it in three different industry settings. The company must determine whether its most recent target market, the... View Details
      Keywords: Budgets and Budgeting; Customer Focus and Relationships; Decision Choices and Conditions; Technological Innovation; Marketing Strategy; Problems and Challenges; Commercialization; Service Industry
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      Ofek, Elie. "Sealed Air Corporation: Deciding the Fate of VTID (Abridged)." Harvard Business School Case 519-030, September 2018.
      • September 2018
      • Article

      Asset Price Dynamics in Partially Segmented Markets

      By: Robin Greenwood, Samuel G. Hanson and Gordon Y. Liao
      We develop a model in which capital moves quickly within an asset class but slowly between asset classes. While most investors specialize in a single asset class, a handful of generalists can gradually reallocate capital across markets. Upon the arrival... View Details
      Keywords: System Shocks; Asset Pricing
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      Greenwood, Robin, Samuel G. Hanson, and Gordon Y. Liao. "Asset Price Dynamics in Partially Segmented Markets." Review of Financial Studies 31, no. 9 (September 2018): 3307–3343. (Internet Appendix Here.)
      • 2018
      • Working Paper

      The State of Open Source Server Software

      By: Shane Greenstein and Klaus Ackermann
      The study assembles new data to construct a census of worldwide web server use across the globe. We document a large concentration of investment in the United States, and a wide dispersion across scores of countries. We find tens of billions of dollars of unmeasured... View Details
      Keywords: Internet; Open Source; Internet and the Web; Policy; Open Source Distribution; Internet and the Web; Global Range
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      Greenstein, Shane, and Klaus Ackermann. "The State of Open Source Server Software." Working Paper, September 2018.
      • August 2018
      • Case

      Four Products: Predicting Diffusion (2018)

      By: John Gourville
      One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details
      Keywords: Diffusion Processes; Product Adoption; Marketing; Forecasting and Prediction; Demand and Consumers; Adoption; Product Launch
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      Gourville, John. "Four Products: Predicting Diffusion (2018)." Harvard Business School Case 519-018, August 2018.
      • August 2018 (Revised February 2023)
      • Case

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Jill Avery and Ayelet Israeli
      As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Consumer Products Industry; United States; North America; Europe
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      Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
      • July 2018 (Revised September 2018)
      • Case

      Donald Trump and the Tax Cuts and Jobs Act

      By: Matthew Weinzierl and Robert Scherf
      In January 2018, President Donald Trump was full of optimism. He had just signed the most substantial legislation of his young presidency, the Tax Cuts and Jobs Act (TCJA), making major changes to the tax code. Echoing his campaign slogan—Make America Great Again—Trump... View Details
      Keywords: Taxation; Jobs and Positions; Government and Politics; Public Opinion; United States
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      Weinzierl, Matthew, and Robert Scherf. "Donald Trump and the Tax Cuts and Jobs Act." Harvard Business School Case 719-002, July 2018. (Revised September 2018.)
      • July 2018
      • Teaching Plan

      Joan Bavaria and Multi-Dimensional Capitalism

      By: Geoffrey Jones and Valeria Giacomin
      This Teaching Plan accompanies the case HBS No. 317-028, “Joan Bavaria and Multi-Dimensional Capitalism.” It provides guidelines for class discussion, as well as a board plan. The case traces the origins of sustainable finance and investor activism through the career... View Details
      Keywords: Corporate Social Responsibility and Impact; Investment; Social Entrepreneurship; Personal Development and Career
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      Jones, Geoffrey, and Valeria Giacomin. "Joan Bavaria and Multi-Dimensional Capitalism." Harvard Business School Teaching Plan 319-008, July 2018.
      • July 2018 (Revised March 2019)
      • Teaching Note

      Hilti (A): Fleet Management?

      By: Ramon Casadesus-Masanell and Jan Rivkin
      This Teaching Note accompanies the case HBS No. 718-419, “Hilti (A): Fleet Management.” It provides guidelines for class discussion, as well as a board plan and transcripts of the associated videos, Hilti Fleet Management Video Supplements.
      The associated case... View Details
      Keywords: Business Model Innovation; Total Customer Value; Innovation; Inventions; Business Models; Value Chains; Transformations; Focusing On Customers; Business Model; Restructuring; Transformation; Customer Value and Value Chain; Decision Making; Customer Focus and Relationships; Customer Relationship Management; Construction; Innovation and Invention; Leasing; Strategy; Liechtenstein; Switzerland; Europe
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      Casadesus-Masanell, Ramon, and Jan Rivkin. "Hilti (A): Fleet Management?" Harvard Business School Teaching Note 719-404, July 2018. (Revised March 2019.)
      • July 1, 2018
      • Editorial

      The IRS Can Save American Health Care: Letting Workers Spend Pretax Dollars on Insurance Would Do a Lot—Without Requiring Congress to Act

      By: Regina E. Herzlinger and Joel Klein
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      Herzlinger, Regina E., and Joel Klein. "The IRS Can Save American Health Care: Letting Workers Spend Pretax Dollars on Insurance Would Do a Lot—Without Requiring Congress to Act." Wall Street Journal (online) (July 1, 2018).
      • Article

      Good Markets (Really Do) Make Good Neighbors

      By: Scott Duke Kominers
      This article gives a (very) brief exposition of what market design is, along with four examples of market design in action. Loosely themed after Robert Frost’s poem “Mending Wall,” the examples demonstrate ways in which market design can break barriers—physical,... View Details
      Keywords: Market Design; Economics; Theory; Change; Society
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      Kominers, Scott Duke. "Good Markets (Really Do) Make Good Neighbors." ACM SIGecom Exchanges 16, no. 2 (June 2018).
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