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      • Faculty Publications  (489)

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      • 2023
      • Working Paper

      Algorithm Failures and Consumers' Response: Evidence from Zillow

      By: Isamar Troncoso, Runshan Fu, Nikhil Malik and Davide Proserpio
      In November 2021, Zillow announced the closure of its iBuyer business. Popular media largely attributed this to a failure of its proprietary forecasting algorithm. We study the response of consumers to Zillow’s iBuyer business closure. We show that after the iBuyer... View Details
      Keywords: Algorithmic Pricing; Price; Forecasting and Prediction; Consumer Behavior; Real Estate Industry
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      Troncoso, Isamar, Runshan Fu, Nikhil Malik, and Davide Proserpio. "Algorithm Failures and Consumers' Response: Evidence from Zillow." Working Paper, July 2023.
      • July 2023
      • Article

      Before or After? The Effects of Payment Decision Timing in Pay-What-You-Want Contexts

      By: Raghabendra P. KC, Vincent Mak and Elie Ofek
      We study how payment decision timing—before versus after product delivery—influences consumer payment under pay-what-you-want pricing. We focus on situations where there is minimal change in consumer uncertainty regarding the product before versus after receiving it.... View Details
      Keywords: Price; Behavior; Valuation; Philanthropy and Charitable Giving
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      KC, Raghabendra P., Vincent Mak, and Elie Ofek. "Before or After? The Effects of Payment Decision Timing in Pay-What-You-Want Contexts." Journal of Marketing 87, no. 4 (July 2023): 618–635.
      • June 2023 (Revised August 2023)
      • Background Note

      Subscription Models: Recurring Revenues for Lasting Growth

      By: Elie Ofek and Amy Konary
      This note offers a comprehensive exposition to subscription revenue models and aims to explain their recent rise. It covers the advantages to firms of employing a subscription-based approach to monetization (as opposed to “one-off” upfront payment), as well as the... View Details
      Keywords: Business Model; Revenue; Product Design
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      Ofek, Elie, and Amy Konary. "Subscription Models: Recurring Revenues for Lasting Growth." Harvard Business School Background Note 523-113, June 2023. (Revised August 2023.)
      • June 2023
      • Teaching Note

      Graphic Packaging: Project Cowboy (A, B, C, & D)

      By: Benjamin C. Esty and Scott Mayfield
      Teaching Note for HBS Case Nos. 223-009, 223-066, 223-068, and 223-086. View Details
      Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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      Esty, Benjamin C., and Scott Mayfield. "Graphic Packaging: Project Cowboy (A, B, C, & D)." Harvard Business School Teaching Note 223-087, June 2023.
      • June 2023
      • Supplement

      Graphic Packaging: Project Cowboy (D)

      By: Benjamin C. Esty, Scott Mayfield and Philipp Chvanov
      Analyzes the company's decision on Project Cowboy following the events described in the C Case View Details
      Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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      Esty, Benjamin C., Scott Mayfield, and Philipp Chvanov. "Graphic Packaging: Project Cowboy (D)." Harvard Business School Supplement 223-086, June 2023.
      • May 2023
      • Teaching Note

      Away: Scaling a DTC Travel Brand

      By: Joseph B. Fuller and Jill Avery
      Teaching Note for HBS Case No. 520-051. Away, a direct-to-consumer, digital native e-commerce seller of travel luggage, is debating how to invest its latest round of venture funding. How quickly could and should Away scale and what were the most promising growth... View Details
      Keywords: Distribution; Growth and Development Strategy; E-commerce; Segmentation; Venture Capital; Consumer Products Industry
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      Fuller, Joseph B., and Jill Avery. "Away: Scaling a DTC Travel Brand." Harvard Business School Teaching Note 523-109, May 2023.
      • May 2023
      • Supplement

      Sian Flowers: Fresher by Sea - Video Supplement

      By: Willy C. Shih
      The setting for this case is the Sian Flowers, a company headquartered in Kitengela, Kenya that exports roses to predominantly Europe. Because cut flowers have a limited shelf life and consumers want them to retain their appearance for as long as possible, Sian or its... View Details
      Keywords: Supply Chain; Supply Chains; Sustainability; Sustainable Agriculture; Sustainability Reporting; Carbon Emissions; Supply Chain Management; Quality; Ship Transportation; Cost Management; Agriculture and Agribusiness Industry; Africa; Kenya; Netherlands; Europe
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      Shih, Willy C. "Sian Flowers: Fresher by Sea - Video Supplement." Harvard Business School Multimedia/Video Supplement 623-713, May 2023.
      • May 4, 2023
      • Article

      Falling Insulin Prices—What Just Happened?

      By: Leemore S. Dafny
      Recently, more than 100 years after insulin was developed, manufacturers announced price reductions for insulin products. Pressure to reduce prices had long been building, so why would they act now? View Details
      Keywords: Price; Health Care and Treatment; Public Opinion; Demand and Consumers; Pharmaceutical Industry
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      Dafny, Leemore S. "Falling Insulin Prices—What Just Happened?" New England Journal of Medicine 388, no. 18 (May 4, 2023): 1636–1639.
      • April 17, 2023
      • Article

      Crypto-Influencers Give Poor Investment Advice—and the SEC Is Taking Notice

      By: Joseph Pacelli
      Keywords: Cryptocurrency; Power and Influence; Investment; Governing Rules, Regulations, and Reforms; Investment Return; Consumer Behavior
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      Pacelli, Joseph. "Crypto-Influencers Give Poor Investment Advice—and the SEC Is Taking Notice." Promarket (April 17, 2023).
      • March–April 2023
      • Article

      Pricing for Heterogeneous Products: Analytics for Ticket Reselling

      By: Michael Alley, Max Biggs, Rim Hariss, Charles Herrmann, Michael Lingzhi Li and Georgia Perakis
      Problem definition: We present a data-driven study of the secondary ticket market. In particular, we are primarily concerned with accurately estimating price sensitivity for listed tickets. In this setting, there are many issues including endogeneity, heterogeneity in... View Details
      Keywords: Price; Demand and Consumers; AI and Machine Learning; Investment Return; Entertainment and Recreation Industry; Sports Industry
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      Alley, Michael, Max Biggs, Rim Hariss, Charles Herrmann, Michael Lingzhi Li, and Georgia Perakis. "Pricing for Heterogeneous Products: Analytics for Ticket Reselling." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 409–426.
      • March 2023 (Revised May 2025)
      • Case

      On (A)

      By: Ramon Casadesus-Masanell, Karolin Frankenberger and Sascha Mader
      Founded in 2010, in just one decade, the Swiss company On had established itself as a main player in global sports footwear and apparel. Based on an unconventional strategy which one of the founders labeled as “obsessively distinct,” On grew its sales with a compound... View Details
      Keywords: Brands and Branding; Business Growth and Maturation; Business Model; Business Startups; Business Strategy; Competitive Advantage; Competitive Strategy; Corporate Strategy; Customer Focus and Relationships; Customer Satisfaction; Digital Marketing; Disruptive Innovation; Distribution Channels; Entrepreneurship; Environmental Sustainability; Global Strategy; Initial Public Offering; Innovation and Invention; Innovation Strategy; Market Entry and Exit; Marketing Strategy; Product Design; Product Development; Product Marketing; Social Media; Strategy; Supply Chain Management; Technological Innovation; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Europe; Switzerland; Germany; United States
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      Casadesus-Masanell, Ramon, Karolin Frankenberger, and Sascha Mader. "On (A)." Harvard Business School Case 723-430, March 2023. (Revised May 2025.)
      • February 2023 (Revised February 2024)
      • Case

      Doing Business in Istanbul, Turkey

      By: Prithwiraj Choudhury, Leonard A. Schlesinger, Namrata Arora and Umut Arslan
      This case examines the challenges and opportunities of doing business in Turkey. It highlights Turkey's economic transformation in the decades leading up to 2024 in the context of its history, culture, and politics. The case gives an overview of some of the main... View Details
      Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Technology Industry; Tourism Industry; Turkey
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      Choudhury, Prithwiraj, Leonard A. Schlesinger, Namrata Arora, and Umut Arslan. "Doing Business in Istanbul, Turkey." Harvard Business School Case 323-081, February 2023. (Revised February 2024.)
      • February 2023 (Revised February 2025)
      • Case

      Doing Business in Nairobi, Kenya

      By: Archie L. Jones, Leonard A. Schlesinger, Pippa Tubman Armerding and Kuria Kamau
      This case examines the challenges and opportunities of doing business in Nairobi, Kenya. It highlights Kenya's economic transformation in the decades leading up to 2024 in the context of its history, culture, and politics. The case gives an overview of some of the main... View Details
      Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Kenya; Nairobi; Africa
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      Jones, Archie L., Leonard A. Schlesinger, Pippa Tubman Armerding, and Kuria Kamau. "Doing Business in Nairobi, Kenya." Harvard Business School Case 323-086, February 2023. (Revised February 2025.)
      • February 2023 (Revised April 2023)
      • Case

      Kvadrat: Focus, Execute, and Grow

      By: Boris Groysberg and Sarah L. Abbott
      Kvadrat was a family-owned global textiles company. The company had enjoyed impressive top-line growth and was shifting gears to emphasize profitability via a shorter strategic agenda. Agenda items included: U.S. expansion, generating improved margins in its consumer... View Details
      Keywords: Growth; Culture; International Expansion; Organization; Family Business; Leadership; Growth and Development; Strategy; Organizations; Supply Chain; Family Ownership; Profit; Organizational Culture; Denmark
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      Groysberg, Boris, and Sarah L. Abbott. "Kvadrat: Focus, Execute, and Grow." Harvard Business School Case 423-071, February 2023. (Revised April 2023.)
      • February 2023 (Revised March 2025)
      • Case

      Graphic Packaging: Project Cowboy (A)

      By: Benjamin C. Esty and E. Scott Mayfield
      In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details
      Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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      Esty, Benjamin C., and E. Scott Mayfield. "Graphic Packaging: Project Cowboy (A)." Harvard Business School Case 223-009, February 2023. (Revised March 2025.)
      • February 2023
      • Supplement

      Graphic Packaging: Project Cowboy (A) Courseware

      By: Benjamin C. Esty and Scott Mayfield
      In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details
      Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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      Esty, Benjamin C., and Scott Mayfield. "Graphic Packaging: Project Cowboy (A) Courseware." Harvard Business School Spreadsheet Supplement 223-709, February 2023.
      • February 2023 (Revised June 2023)
      • Supplement

      Graphic Packaging: Project Cowboy (B)

      By: Benjamin C. Esty and E. Scott Mayfield
      Analyzes the company’s decision on Project Cowboy following the events described in the A Case. View Details
      Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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      Esty, Benjamin C., and E. Scott Mayfield. "Graphic Packaging: Project Cowboy (B)." Harvard Business School Supplement 223-068, February 2023. (Revised June 2023.)
      • February 2023 (Revised June 2023)
      • Supplement

      Graphic Packaging: Project Cowboy (C)

      By: Benjamin C. Esty and E. Scott Mayfield
      Analyzes the company’s decision on Project Cowboy following the events described in the B Case. View Details
      Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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      Esty, Benjamin C., and E. Scott Mayfield. "Graphic Packaging: Project Cowboy (C)." Harvard Business School Supplement 223-066, February 2023. (Revised June 2023.)
      • January 2023 (Revised December 2023)
      • Case

      OhmConnect: Energizing the Future

      By: Jeffrey F. Rayport, Jennifer Fonstad and Nicole Tempest Keller
      Founded in 2013, OhmConnect was a free consumer web app that alerted customers about peak hours of electricity demand, and paid them to lower their energy use at home during these periods. The company sold the aggregated reductions generated by thousands of households... View Details
      Keywords: App Development; Renewable Energy; Electricity Usage; Regulations; VC; Technology; Customer Acquisition Cost (CAC); Scalability; Applications and Software; Growth and Development Strategy; Governing Rules, Regulations, and Reforms; Business Model; Venture Capital; Energy Industry; United States; California; Texas; Europe
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      Rayport, Jeffrey F., Jennifer Fonstad, and Nicole Tempest Keller. "OhmConnect: Energizing the Future." Harvard Business School Case 823-065, January 2023. (Revised December 2023.)
      • December 2022
      • Case

      The Magic of Marks & Spencer Food

      By: David E. Bell, Natalie Kindred and Damien McLoughlin
      Keywords: Brands and Branding; Food; Consumer Behavior; Product Development; Competition; Price; Inflation and Deflation; Trends; Growth and Development; Strategy; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; United Kingdom
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      Bell, David E., Natalie Kindred, and Damien McLoughlin. "The Magic of Marks & Spencer Food." Harvard Business School Case 523-080, December 2022.
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