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      • September 2018 (Revised December 2019)
      • Case

      Zebra Medical Vision

      By: Shane Greenstein and Sarah Gulick
      An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and CT-scans. The algorithms used deep learning and digitized radiology scans to create software that could assist doctors in making... View Details
      Keywords: Radiology; Machine Learning; X-ray; CT Scan; Medical Technology; Probability; FDA 510(k); Diagnosis; Business Startups; Health Care and Treatment; Information Technology; Applications and Software; Competitive Strategy; Product Development; Commercialization; Decision Choices and Conditions; Health Industry; Medical Devices and Supplies Industry; Technology Industry; Israel
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      Greenstein, Shane, and Sarah Gulick. "Zebra Medical Vision." Harvard Business School Case 619-014, September 2018. (Revised December 2019.)
      • 2018
      • Working Paper

      Ratcheting, Competition, and the Diffusion of Technological Change: The Case of Televisions Under an Energy Efficiency Program

      By: Tomomichi Amano and Hiroshi Ohashi
      In differentiated goods markets with societal implications, quality standards are commonly implemented to avoid the under-provision of innovation. Firms have clear incentives to engage in strategic behavior because policymakers use market outcomes as a benchmark in... View Details
      Keywords: Product Differentiation; Energy Efficiency Standards; Ratcheting; Diffusion Of Innovation; Technological Innovation; Competition; Quality; Governing Rules, Regulations, and Reforms; Policy
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      Amano, Tomomichi, and Hiroshi Ohashi. "Ratcheting, Competition, and the Diffusion of Technological Change: The Case of Televisions Under an Energy Efficiency Program." Harvard Business School Working Paper, No. 19-021, September 2018.
      • September 2018
      • Article

      Knowledge Integrators and the Survival of Manufacturing Clusters

      By: Giulio Buciuni and Gary P. Pisano
      Over the past two decades, the greater prevalence of global supply chains has had contrasting effects on Western manufacturing clusters. While some of them dwindled, others proved resilient. Contributing to the recent literature on co-located clusters and clusters'... View Details
      Keywords: Production; Industry Clusters; Knowledge Use and Leverage; Strategy; Competition
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      Buciuni, Giulio, and Gary P. Pisano. "Knowledge Integrators and the Survival of Manufacturing Clusters." Special Issue on Challenges in International Business Development. Journal of Economic Geography 118, no. 5 (September 2018): 1069–1089.
      • August 2018 (Revised August 2019)
      • Case

      Oscar Health Insurance: What Lies Ahead for a Unicorn Insurance Entrant?

      By: Leemore Dafny and Victoria Marone
      Keywords: Oscar Insurance; Fintech; US Health Care; Affordable Care Act (ACA); Health Insurance Marketplaces; Insurer Competition; Provider Consolidation; Market Entry; Health Care and Treatment; Entrepreneurship; Market Entry and Exit; Negotiation; Growth Management; Health Industry; Insurance Industry; New York (state, US); New Jersey
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      Dafny, Leemore, and Victoria Marone. "Oscar Health Insurance: What Lies Ahead for a Unicorn Insurance Entrant?" Harvard Business School Case 319-025, August 2018. (Revised August 2019.)
      • August 2018 (Revised August 2018)
      • Case

      The De Beers Group: Launching Lightbox Jewelry for Lab-Grown Diamonds

      By: Benjamin C. Esty
      In May 2018, the De Beers Group shocked the diamond industry when it announced it was launching a new fashion jewelry brand of laboratory-grown (synthetic) diamonds. The reaction was swift as people sought to understand the company’s motivations: was it a “huge gamble”... View Details
      Keywords: Diamonds; Differentiation; New Business; Strategy Development; Strategy Execution; Scope; Adjacency; Core; Commoditization; New Product Launch; Mining; Retail; Corporate Strategy; Business Strategy; Disruption; Value Creation; Product Launch; Segmentation; Expansion; Competitive Advantage; United States; United Kingdom
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      Esty, Benjamin C. "The De Beers Group: Launching Lightbox Jewelry for Lab-Grown Diamonds." Harvard Business School Case 719-408, August 2018. (Revised August 2018.)
      • 2018
      • Book

      Driving Digital Strategy: A Guide to Reimagining Your Business

      By: Sunil Gupta
      Disruption and transformation get a lot of hype and for good reason. Digital technologies have disrupted entire industries and incumbents have often struggled in this new world. Typical approaches used by legacy players such as using technology to improve efficiency,... View Details
      Keywords: Marketing; Information Technology; Transformation; Strategy; Competitive Advantage; Value Creation; Customer Focus and Relationships; Organizational Structure; Digital Strategy
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      Gupta, Sunil. Driving Digital Strategy: A Guide to Reimagining Your Business. Boston: Harvard Business Review Press, 2018.
      • July 2018
      • Case

      Hironobu Tsujiguchi and His Sweet Revolution

      By: Boris Groysberg and Naoko Jinjo
      Hironobu Tsujiguchi, a Japanese chocolatier, had chosen an unusual path to success as a pastry chef. Instead of spending most of his time in his kitchen and focusing on one or two confectionery categories like most pastry chefs, he chose to work on diverse projects and... View Details
      Keywords: Relevance; Entrepreneurship; Diversification; Personal Development and Career; Decision Making; Food and Beverage Industry; Japan
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      Groysberg, Boris, and Naoko Jinjo. "Hironobu Tsujiguchi and His Sweet Revolution." Harvard Business School Case 419-011, July 2018.
      • Summer 2018
      • Article

      Why High-Tech Commoditization Is Accelerating

      By: Willy C. Shih
      Knowledge embedded within state-of-the-art production and design tools is a powerful force that is leveling the global technology playing field. It democratizes innovation and makes future competition more challenging. This paper describes the knowledge flows through... View Details
      Keywords: Product Design; Product Commercialization; Product Development; Product Development Strategy; Production; Manufacturing Tools; Manufacturing; Manufacturing Industry; Engineering; Globalization; Goods and Commodities; Knowledge; Commercialization; Business Strategy; Corporate Strategy; Information Infrastructure; Technology Adoption; Consumer Products Industry; Auto Industry; Semiconductor Industry; Electronics Industry; Industrial Products Industry; Information Technology Industry; North America; Asia
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      Shih, Willy C. "Why High-Tech Commoditization Is Accelerating." Art. 59420. MIT Sloan Management Review 59, no. 4 (Summer 2018): 53–58.
      • May 2018 (Revised February 2020)
      • Case

      Jason Blum's Blumhouse Productions

      By: Anita Elberse
      In March 2017, Jason Blum, the founder and chief executive officer of film and television production company Blumhouse Productions, has another blockbuster on his hands with the movie Get Out, produced for just $4.5 million. Remarkable returns for its micro-budget... View Details
      Keywords: Entertainment; Media; Film; Movies; Creative Industries; Product-portfolio Management; Entrepreneurship; Innovation; Talent; General Management; Strategy; Marketing; Blockbusters; Film Entertainment; Innovation and Management; Talent and Talent Management; Competitive Strategy; Management Style; Marketing Strategy; Motion Pictures and Video Industry
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      Elberse, Anita. "Jason Blum's Blumhouse Productions." Harvard Business School Case 518-103, May 2018. (Revised February 2020.)
      • May 2018 (Revised October 2018)
      • Case

      Argentina Power—Don't Cry for Me Argentina

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      In 2016, Bruce Wayne, Managing Director of Energy Finance Corporation (“EFC”), was refining the Investment/Credit Committee materials for the development of up to 10 power generating plants in Argentina. As a subsidiary of the much larger International Conglomerate... View Details
      Keywords: Cross Border; Energy Markets; Infrastructure Finance; Infrastructure Development; Business Subsidiaries; Business Cycles; Macroeconomics; Energy Generation; International Finance; Project Finance; Government and Politics; Demand and Consumers; Infrastructure; Utilities Industry; Energy Industry; Financial Services Industry; Argentina; Latin America
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Argentina Power—Don't Cry for Me Argentina." Harvard Business School Case 218-041, May 2018. (Revised October 2018.)
      • May 2018
      • Case

      Harvest City: The Intelligent Procurement System Project

      By: Lynda M. Applegate and Ramiro Montealegre
      The Harvest City case describes the implementation of a cloud- and IoT-based intelligent procurement system at a new convention complex in the U.S. Midwest. The decision to build a convention complex is a strategic initiative for this city and involves extensive use of... View Details
      Keywords: Information Technology; Projects; Management; Decision Making; Business and Government Relations; Information Technology Industry
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      Applegate, Lynda M., and Ramiro Montealegre. "Harvest City: The Intelligent Procurement System Project." Harvard Business School Brief Case 918-507, May 2018.
      • May 2018 (Revised February 2019)
      • Teaching Note

      Greg Mazur and the Purchase of Great Eastern Premium Pet Foods

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Teaching Note for HBS No. 211-085. Greg Mazur (HBS 1997) identified a small firm, Great Eastern Premium Pet Food, in December of 1998 that fit his search criteria and decided to offer the seller a cash price of $1.2 million plus an earn-out equal to 1% of revenue over... View Details
      Keywords: Acquisition; Entrepreneurship; Financing and Loans; Negotiation Deal; Strategic Planning; Valuation; Analysis
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "Greg Mazur and the Purchase of Great Eastern Premium Pet Foods." Harvard Business School Teaching Note 218-122, May 2018. (Revised February 2019.)
      • May 2018
      • Article

      Selection and Market Reallocation: Productivity Gains from Multinational Production

      By: Laura Alfaro and Maggie X. Chen
      Assessing the productivity gains from multinational production has been a vital topic of economic research and policy debate. Positive aggregate productivity gains are often attributed to within-firm productivity improvement; however, an alternative, less emphasized... View Details
      Keywords: Productivity Gains; Multinational Production; Selection; Market Reallocation; And Within-firm Productivity; Multinational Firms and Management; Production; Performance Productivity; Competition; Mathematical Methods
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      Alfaro, Laura, and Maggie X. Chen. "Selection and Market Reallocation: Productivity Gains from Multinational Production." American Economic Journal: Economic Policy 10, no. 2 (May 2018): 1–38. (Also NBER Working Paper 18207. See Harvard Business School Working Paper, No. 12–111, 2015 for longer version.)
      • May 2018
      • Article

      Using Online Prices for Measuring Real Consumption Across Countries

      By: Alberto Cavallo, Erwin Diewert, Robert C. Feenstra, Robert Inklaar and Marcel P. Timmer
      We show that online prices can be used to construct quarterly purchasing power parities (PPPs) with a closely matched set of goods and identical methodologies in a variety of developed and developing countries. Our results are close to those reported by the... View Details
      Keywords: Purchasing Power Parity; International Economy; Online Prices; Billion Prices Project; Economics; Macroeconomics; Price; Internet and the Web; Spending; Economy; Global Range; Measurement and Metrics
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      Cavallo, Alberto, Erwin Diewert, Robert C. Feenstra, Robert Inklaar, and Marcel P. Timmer. "Using Online Prices for Measuring Real Consumption Across Countries." AEA Papers and Proceedings 108 (May 2018): 483–487.
      • March 2018 (Revised September 2023)
      • Case

      X: The Foghorn Decision

      By: Robert S. Huckman, Karim R. Lakhani and Kyle R. Myers
      In February 2016, Kathy Hannun—a project leader at X, Alphabet Inc.'s so-called "moonshot factory"—had to prepare a recommendation for the senior leadership of X regarding the future of Foghorn, a project she was leading to develop a carbon-neutral process for... View Details
      Keywords: Innovation; R&D Project Management; Radical Innovation; Clean Technology; Innovation and Management; Technological Innovation; Energy; Research and Development; Projects; Management; Decision Choices and Conditions; Technology Industry; Energy Industry; Green Technology Industry; California
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      Huckman, Robert S., Karim R. Lakhani, and Kyle R. Myers. "X: The Foghorn Decision." Harvard Business School Case 618-060, March 2018. (Revised September 2023.)
      • March 2018 (Revised March 2018)
      • Supplement

      Sandlands Vineyards

      By: Benjamin C. Esty and Greg Saldutte
      Approximately 80% of the wineries in the US breakeven or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details
      Keywords: Wine; Winery; Vineyard; Market Attractiveness; Porter's 5 Forces; Capital Investment; Industry Attractiveness; Performance Analysis; Napa Valley; Agriculture; Entrepreneurship; Business Strategy; Competitive Strategy; Competitive Advantage; Vertical Integration; Segmentation; Food; Supply Chain; Industry Structures; Retail Industry; Food and Beverage Industry; United States; California; Napa Valley
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      Esty, Benjamin C., and Greg Saldutte. "Sandlands Vineyards." Harvard Business School Spreadsheet Supplement 718-802, March 2018. (Revised March 2018.)
      • February 2018 (Revised June 2021)
      • Case

      New Constructs: Disrupting Fundamental Analysis with Robo-Analysts

      By: Charles C.Y. Wang and Kyle Thomas
      This case highlights the business challenges associated with a financial technology firm, New Constructs, that created a technology that can quickly parse complicated public firm financials to paint a clearer economic picture of firms, remove accounting distortions,... View Details
      Keywords: Fundamental Analysis; Machine Learning; Robo-analysts; Financial Statements; Financial Reporting; Analysis; Information Technology; Accounting Industry; Financial Services Industry; Information Technology Industry; North America; Tennessee
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      Wang, Charles C.Y., and Kyle Thomas. "New Constructs: Disrupting Fundamental Analysis with Robo-Analysts." Harvard Business School Case 118-068, February 2018. (Revised June 2021.)
      • February 2018 (Revised March 2019)
      • Case

      Sandlands Vineyards

      By: Benjamin C. Esty and Gregory Saldutte
      Approximately 80% of the wineries in the U.S. break even or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details
      Keywords: Wine; Winery; Vineyard; Market Attractiveness; Porter's 5 Forces; Capital Investment; Industry Attractiveness; Performance Analysis; Agriculture; Entrepreneurship; Business Strategy; Competitive Strategy; Competitive Advantage; Vertical Integration; Segmentation; Food; Supply Chain; Industry Structures; Five Forces Framework; Retail Industry; Food and Beverage Industry; United States; California; Napa Valley
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      Esty, Benjamin C., and Gregory Saldutte. "Sandlands Vineyards." Harvard Business School Case 718-438, February 2018. (Revised March 2019.)
      • February 2018
      • Case

      Rosslyn Resource: Monetization and Sales Strategy

      By: Robert J. Dolan and Sunru Yong
      Rosslyn Resource identifies exploration targets (potential mineral deposits) in the mining industry and advances them until the project can be monetized, usually through sale to a larger mining company, in return for an upfront fee and a royalty on future revenues.... View Details
      Keywords: Strategy; Decision Choices and Conditions; Business Model; Organizational Change and Adaptation; Mining Industry
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      Dolan, Robert J., and Sunru Yong. "Rosslyn Resource: Monetization and Sales Strategy." Harvard Business School Brief Case 918-509, February 2018.
      • February 2018
      • Article

      Auctions versus Posted Prices in Online Markets

      By: Liran Einav, Chiara Farronato, Jonathan Levin and Neel Sundaresan
      Auctions were very popular in the early days of internet commerce, but today online sellers mostly use posted prices. We model the choice between auctions and posted prices as a trade-off between competitive price discovery and convenience. Evidence from eBay fits the... View Details
      Keywords: Internet and the Web; Auctions; Price
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      Einav, Liran, Chiara Farronato, Jonathan Levin, and Neel Sundaresan. "Auctions versus Posted Prices in Online Markets." Journal of Political Economy 126, no. 1 (February 2018): 178–215.
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