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    • All HBS Web  (1,122)
      • Faculty Publications  (307)

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      • Article

      Applying Random Coefficient Models to Strategy Research: Identifying and Exploring Firm Heterogeneous Effects

      By: Juan Alcácer, Wilbur Chung, Ashton Hawk and Gonçalo Pacheco-de-Almeida
      Strategy aims at understanding the differential effects of firms’ actions on performance. However, standard regression models estimate only the average effects of these actions across firms. Our paper discusses how random coefficient models (RCMs) may generate new... View Details
      Keywords: Strategy; Research; Competitive Advantage; Competitive Strategy; Performance
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      Alcácer, Juan, Wilbur Chung, Ashton Hawk, and Gonçalo Pacheco-de-Almeida. "Applying Random Coefficient Models to Strategy Research: Identifying and Exploring Firm Heterogeneous Effects." Strategy Science 3, no. 3 (September 2018): 481–553.
      • September 2018 (Revised November 2018)
      • Case

      Careem: Base Camp or Mountain Peak? Designing an OS for Scaling

      By: Shikhar Ghosh, Gamze Yucaoglu and Alpana Thapar
      This case focuses on designing a fast growing organization. It is part of a two-case set that is taught together to cover the scaling journey.
      Careem, a Dubai-based ride-hailing service aimed to ‘simplify and improve the lives of people, and build an awesome... View Details
      Keywords: Scale; Values; Rights; Operating Systems; Business Startup; Transportation; Organizational Design; Entrepreneurship; Information Technology; Organizational Culture; Values and Beliefs; Decision Making; Managerial Roles; Dubai; United Arab Emirates; Middle East
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      Ghosh, Shikhar, Gamze Yucaoglu, and Alpana Thapar. "Careem: Base Camp or Mountain Peak? Designing an OS for Scaling." Harvard Business School Case 819-049, September 2018. (Revised November 2018.)
      • 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.
      • August 2018 (Revised April 2019)
      • Case

      Chateau Winery (A): Unsupervised Learning

      By: Srikant M. Datar and Caitlin N. Bowler
      This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups... View Details
      Keywords: Clustering; Data Science; Analytics and Data Science; Customers; Marketing; Analysis
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      Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (A): Unsupervised Learning." Harvard Business School Case 119-023, August 2018. (Revised April 2019.)
      • August 2018 (Revised October 2020)
      • Case

      Tailor Brands: Artificial Intelligence-Driven Branding

      By: Jill Avery
      Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details
      Keywords: Startup; Services; Artificial Intelligence; Machine Learning; Digital Marketing; Brand Management; Big Data; Internet Marketing; Analytics; Marketing; Marketing Strategy; Brands and Branding; Information Technology; Entrepreneurship; Venture Capital; Business Model; Consumer Behavior; AI and Machine Learning; Analytics and Data Science; Advertising Industry; Service Industry; Technology Industry; United States; North America; Israel
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      Avery, Jill. "Tailor Brands: Artificial Intelligence-Driven Branding." Harvard Business School Case 519-017, August 2018. (Revised October 2020.)
      • 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.)
      • July 2018
      • Case

      LIXIL Group Corporation: Building a New Company in an Old Industry

      By: Boris Groysberg and Akiko Kanno
      In the spring of 2018, Kinya Seto, president and CEO of LIXIL Group Corporation, a major housing and building products and services company, called a meeting at the company’s head office in central Tokyo to discuss how to implement the new three-year strategic plan.... View Details
      Keywords: Turnaround; Leadership And Change Management; Consolidation; Change Management; Leadership; Global Strategy; Business Model; Consumer Products Industry; Manufacturing Industry; Japan
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      Groysberg, Boris, and Akiko Kanno. "LIXIL Group Corporation: Building a New Company in an Old Industry." Harvard Business School Case 419-009, 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.)
      • June 2018
      • Case

      Forta Furniture: International Expansion

      By: John A. Quelch and Karthik Easwar
      The Forta Furniture case highlights the need to consider new market expansion to grow a firm. It demonstrates that simply doing what has always been done is not sustainable when other competitors enter the market with differentiated or potentially superior offerings.... View Details
      Keywords: Market Entry and Exit; Global Range; Decision Making; Analysis; Cross-Cultural and Cross-Border Issues; Growth and Development Strategy; Brands and Branding; Expansion
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      Quelch, John A., and Karthik Easwar. "Forta Furniture: International Expansion." Harvard Business School Brief Case 918-547, June 2018.
      • June 2018 (Revised January 2020)
      • Case

      Sony

      By: Stefan Thomke, Atsushi Osanai and Akiko Kanno
      Sony used to be synonymous with "innovation" and "cool products." The case reveals how the company lost its edge and describes the leadership initiatives to restore its former glory. In 2012, Kazuo (Kaz) Hirai becomes CEO and successfully transforms Sony, including a... View Details
      Keywords: Customer Experience; Product Differentiation; Transformation; Leadership Style; Technology Adoption; Leading Change; Electronics Industry; Media and Broadcasting Industry; Video Game Industry; Japan
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      Thomke, Stefan, Atsushi Osanai, and Akiko Kanno. "Sony." Harvard Business School Case 618-045, June 2018. (Revised January 2020.)
      • 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.
      • 2020
      • Working Paper

      The Impact of CEOs in the Public Sector: Evidence from the English NHS

      By: Katharina Janke, Carol Propper and Raffaella Sadun
      Abstract Governments worldwide have sought to reform the delivery of public services by mimicking private sector governance models that grant CEOs greater autonomy and give them responsibility for meeting key government targets. We examine the effectiveness of this... View Details
      Keywords: CEOs; Management; Performance; Public Sector; Measurement and Metrics; Health Industry
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      Janke, Katharina, Carol Propper, and Raffaella Sadun. "The Impact of CEOs in the Public Sector: Evidence from the English NHS." Harvard Business School Working Paper, No. 18-075, March 2018. (Revised September 2020.)
      • February 2018
      • Case

      Wiikano Orchards

      By: Benson P. Shapiro and Katherine B. Hartman
      Wiikano Orchards, a family-owned business, faces declining demand in a commodity industry. The president is considering rebranding Wiikano's apple juice, increasing its prices and promotions. If this proposal succeeds, wholesalers and retailers would be more likely to... View Details
      Keywords: Brands and Branding; Price; Marketing Communications; Product Marketing; Food and Beverage Industry
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      Shapiro, Benson P., and Katherine B. Hartman. "Wiikano Orchards." Harvard Business School Brief Case 918-517, February 2018.
      • February 2018 (Revised October 2020)
      • Case

      The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture

      By: Jill Avery, Chekitan S. Dev and Laure Mougeot Stroock
      In September 2016, Marriott completed its $13.3 billion acquisition of Starwood Hotels & Resorts, which added 11 brands to its already robust 19 hotel brand portfolio. Tina Edmundson, Marriott's global brand officer, was charged with making sense of the brand portfolio... View Details
      Keywords: Brand Management; Brand Architecture; Brand Portfolio; Merger; Hospitality Industry; Services Marketing; Branded House; House Of Brands; Sub-branding; Marketing; Marketing Strategy; Brands and Branding; Mergers and Acquisitions; Consumer Behavior; Advertising; Travel Industry; Accommodations Industry; Tourism Industry; United States; North America; Europe; Asia
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      Avery, Jill, Chekitan S. Dev, and Laure Mougeot Stroock. "The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture." Harvard Business School Case 518-081, February 2018. (Revised October 2020.)
      • 2018
      • Working Paper

      The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb

      By: Chiara Farronato and Andrey Fradkin
      We study the effects of enabling peer supply through Airbnb in the accommodation industry. We present a model of competition between flexible and dedicated sellers - peer hosts and hotels - who provide differentiated products. We estimate this model using data from... View Details
      Keywords: Peer To Peer; Digital Platforms; Market Entry and Exit; Competition; Accommodations Industry
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      Farronato, Chiara, and Andrey Fradkin. "The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb." NBER Working Paper Series, No. 24361, February 2018.
      • Article

      Mitigating Bias in Adaptive Data Gathering via Differential Privacy

      By: Seth Neel and Aaron Leon Roth
      Data that is gathered adaptively—via bandit algorithms, for example—exhibits bias. This is true both when gathering simple numeric valued data—the empirical means kept track of by stochastic bandit algorithms are biased downwards—and when gathering more complicated... View Details
      Keywords: Bandit Algorithms; Bias; Analytics and Data Science; Mathematical Methods; Theory
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      Neel, Seth, and Aaron Leon Roth. "Mitigating Bias in Adaptive Data Gathering via Differential Privacy." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
      • January 2018
      • Article

      The Effect of Cost Sharing on an Employee Weight Loss Program: A Randomized Trial

      By: Leslie K. John, Andrea Troxel, William Yancy, Joelle Y. Friedman, Jingsan Zhu, Lin Yang, Robert Galvin, Karen Miller-Kovach, Scott Halpern, George Loewenstein and Kevin Volpp
      Purpose: We tested the effects of employer subsidies on employee enrollment, attendance, and weight loss in a nationally-available weight management program.
      Design: A randomized trial tested the impact of employer subsidy: 100%; 80% 50% and a hybrid 50% subsidy... View Details
      Keywords: Affordable Care Act (ACA); Subsidies; Weight Loss; Obesity; Incentives; Behavioral Economics; Motivation and Incentives; Behavior; Health Disorders; Health Care and Treatment; Compensation and Benefits; United States
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      John, Leslie K., Andrea Troxel, William Yancy, Joelle Y. Friedman, Jingsan Zhu, Lin Yang, Robert Galvin, Karen Miller-Kovach, Scott Halpern, George Loewenstein, and Kevin Volpp. "The Effect of Cost Sharing on an Employee Weight Loss Program: A Randomized Trial." American Journal of Health Promotion 32, no. 1 (January 2018): 170–176.
      • Article

      Leadership in Routine Emergencies and Crises: The Deepwater Horizon Incident

      By: Arnold M. Howitt, Dutch Leonard and David W. Giles
      Leadership in emergencies is a crucial element of becoming a high-performing Coast Guard officer. In this article, we argue that emergency leadership is not a single skill or uniform set of organizational competences. Instead, we identify a spectrum of emergency... View Details
      Keywords: Emergency Preparedness; Crisis Management; Leadership; Safety; Performance Effectiveness
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      Howitt, Arnold M., Dutch Leonard, and David W. Giles. "Leadership in Routine Emergencies and Crises: The Deepwater Horizon Incident." Special Issue on Game Changers: Turning the Tide on Maritime Challenges. Proceedings of the Marine Safety & Security Council, the Coast Guard Journal of Safety at Sea 74, no. 2 (May–December 2017): 108–115.
      • Article

      The Career Effects of Scandal: Evidence from Scientific Retractions

      By: Pierre Azoulay, Alessandro Bonatti and Joshua Lev Krieger
      We investigate how the scientific community's perception of a scientist's prior work changes when one of his articles is retracted. Relative to non-retracted control authors, faculty members who experience a retraction see the citation rate to their earlier,... View Details
      Keywords: Reputation; Perception; Status and Position; Outcome or Result
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      Azoulay, Pierre, Alessandro Bonatti, and Joshua Lev Krieger. "The Career Effects of Scandal: Evidence from Scientific Retractions." Research Policy 46, no. 9 (November 2017).
      • October 2017
      • Article

      Elevating Repositioning Costs: Strategy Dynamics and Competitive Interactions

      By: Anoop R. Menon and Dennis Yao
      This paper proposes an approach for modeling competitive interactions that incorporates the costs to firms of changing strategy. The costs associated with strategy modifications, which we term “repositioning costs,” are particularly relevant to competitive interactions... View Details
      Keywords: "Repositioning Costs; Strategy Dynamics; Strategic Interaction; Capabilities; Cost; Strategy; Change; Game Theory; Organizational Change and Adaptation
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      Menon, Anoop R., and Dennis Yao. "Elevating Repositioning Costs: Strategy Dynamics and Competitive Interactions." Strategic Management Journal 38, no. 10 (October 2017): 1953–1963.
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