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Publications

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    • Faculty Publications  (12)

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    • All HBS Web  (233)
      • Faculty Publications  (12)

      PhotographyRemove Photography →

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      • August 2022
      • Article

      What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features

      By: Shunyuan Zhang, Dokyun Lee, Param Vir Singh and Kannan Srinivasan
      We study how Airbnb property demand changed after the acquisition of verified images (taken by Airbnb’s photographers) and explore what makes a good image for an Airbnb property. Using deep learning and difference-in-difference analyses on an Airbnb panel dataset... View Details
      Keywords: Sharing Economy; Airbnb; Property Demand; Computer Vision; Deep Learning; Image Feature Extraction; Content Engineering; Property; Marketing; Demand and Consumers
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      Zhang, Shunyuan, Dokyun Lee, Param Vir Singh, and Kannan Srinivasan. "What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features." Management Science 68, no. 8 (August 2022): 5644–5666.
      • April 2019 (Revised April 2021)
      • Case

      Wayfair

      By: Jeffrey F. Rayport, Susie L. Ma and Matthew G. Preble
      In 2016 Niraj Shah and Steve Conine, founders of online home goods retailer Wayfair, are faced with a decision about how to improve user experience on their e-commerce sites. A key driver of consumer interest and conversion to purchase in the home category is visual... View Details
      Keywords: Visual Assets; Corporate Entrepreneurship; Decision Making; Business or Company Management; Growth Management; Innovation and Invention; Operations; Strategy; Technology; Retail Industry; Service Industry; United States; Massachusetts
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      Rayport, Jeffrey F., Susie L. Ma, and Matthew G. Preble. "Wayfair." Harvard Business School Case 819-045, April 2019. (Revised April 2021.)
      • November 2018 (Revised August 2020)
      • Case

      The Reinvention of Kodak

      By: Ryan Raffaelli and Christine Snively
      The Eastman Kodak Company (Kodak) was a name familiar to most Americans. The company had dominated the film and photography industry through most of the 20th Century and was known for making affordable cameras (and the “Kodak Moment”) and supplying the movie industry... View Details
      Keywords: CEO; Leadership; Asset Management; Transformation; Organizational Change and Adaptation; Competitive Strategy
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      Raffaelli, Ryan, and Christine Snively. "The Reinvention of Kodak." Harvard Business School Case 419-012, November 2018. (Revised August 2020.)
      • March 2017 (Revised February 2025)
      • Case

      Edwin Land: The Art and Science of Innovation

      By: Tom Nicholas, Christopher T. Stanton and Matthew G. Preble
      Throughout the second half of the 20th century, Polaroid first invented—and then continuously reinvented—the field of instant photography. Under the leadership of its mercurial founder Edwin Land, the company regularly released new instant cameras and films, often... View Details
      Keywords: Instant Photography; Company History; Change Management; Disruption; Forecasting and Prediction; Entrepreneurship; Business History; Innovation Strategy; Disruptive Innovation; Innovation and Management; Intellectual Property; Patents; Product Marketing; Brands and Branding; Product Launch; Product Development; Chemical Industry; Consumer Products Industry; United States
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      Nicholas, Tom, Christopher T. Stanton, and Matthew G. Preble. "Edwin Land: The Art and Science of Innovation." Harvard Business School Case 817-107, March 2017. (Revised February 2025.)
      • Summer 2016
      • Article

      The Real Lessons From Kodak's Decline

      By: Willy C. Shih
      Eastman Kodak is often mischaracterized as a company whose managers didn't recognize soon enough that digital technology would decimate its traditional business. However, what really happened at Kodak is much more complicated—and instructive. Kodak suffered from a... View Details
      Keywords: Technological Change; Disruption; Ecosystem; Semiconductors; Photography; Scaling-up; Scaling; Organizational Change and Adaptation; Information Technology; Product; Consumer Products Industry; United States
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      Shih, Willy C. "The Real Lessons From Kodak's Decline." MIT Sloan Management Review 57, no. 4 (Summer 2016): 11–13.
      • May 2016
      • Teaching Plan

      Lomography: Analog in a Digital World

      By: John T. Gourville
      This teaching plan is designed to be used in conjunction with the case “Lomography: Analog in a Digital World,” HBS No. 516-006 and its related products to help faculty deepen students’ comprehension of business issues and energize classroom discussion. View Details
      Keywords: Photography; Digital; Analog; Technology
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      Gourville, John T. "Lomography: Analog in a Digital World." Harvard Business School Teaching Plan 516-109, May 2016.
      • August 2012 (Revised August 2013)
      • Background Note

      Competency-Destroying Technology Transitions: Why the Transition to Digital Is Particularly Challenging

      By: Willy Shih
      Some technology transitions are exceedingly difficult for incumbent firms to execute. The bankruptcy filing by the Eastman Kodak Company highlighted the difficulty companies faced when their core business transitioned from an analog to a digital world. Kodak's business... View Details
      Keywords: Technology Transitions; Competency-destroying; Digital; Analog; Digital Transition; Modular; Modularity; Technological Change; Radical Innovation; Incremental Innovation; Architectural Innovation; Modular Innovation; Sustaining Innovation; Competency-enhancing; Noise Propagation; Perfect Copying; Digital Music; Digital Media; Consumer Electronics; Kodak; Sony; Panasonic; Disruptive Innovation; Technology Adoption; Transition; Change Management; Consumer Products Industry; United States
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      Shih, Willy. "Competency-Destroying Technology Transitions: Why the Transition to Digital Is Particularly Challenging." Harvard Business School Background Note 613-024, August 2012. (Revised August 2013.)
      • November 2004 (Revised November 2005)
      • Case

      Kodak and The Digital Revolution (A)

      By: Giovanni M. Gavetti, Rebecca Henderson and Simona Giorgi
      The introduction of digital imaging in the late 1980s had a disruptive effect on Kodak's traditional business model. Examines Kodak's strategic efforts and challenges as the photography industry evolves. After discussing Kodak's history and its past strategic moves in... View Details
      Keywords: History; Information Technology; Business Model; Leadership; Disruption; Industry Growth; Business Strategy; Consumer Products Industry
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      Gavetti, Giovanni M., Rebecca Henderson, and Simona Giorgi. "Kodak and The Digital Revolution (A)." Harvard Business School Case 705-448, November 2004. (Revised November 2005.)
      • April 2003 (Revised February 2004)
      • Case

      Kodak (A)

      By: Giovanni M. Gavetti, Rebecca Henderson and Simona Giorgi
      The introduction of digital imaging in the late 1980s had a disruptive effect on Kodak's traditional business model. Examines Kodak's strategic efforts and challenges as the photography industry evolves. After discussing Kodak's history and its past strategic moves in... View Details
      Keywords: History; Business Model; Leadership; Disruption; Industry Growth; Business Strategy; Consumer Products Industry
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      Gavetti, Giovanni M., Rebecca Henderson, and Simona Giorgi. "Kodak (A)." Harvard Business School Case 703-503, April 2003. (Revised February 2004.)
      • December 2002
      • Article

      Process Management and Technological Innovation: A Longitudinal Study of the Photography and Paint Industries

      By: Mary J. Benner and Michael Tushman
      Keywords: Management; Information Technology; Innovation and Invention; Arts
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      Benner, Mary J., and Michael Tushman. "Process Management and Technological Innovation: A Longitudinal Study of the Photography and Paint Industries." Administrative Science Quarterly 47, no. 4 (December 2002): 676–706.
      • Article

      The Beginning of Mass Marketing in America: George Eastman and Photography as a Case Study

      By: R. S. Tedlow
      Keywords: Marketing; United States
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      Tedlow, R. S. "The Beginning of Mass Marketing in America: George Eastman and Photography as a Case Study." Journal of Macromarketing 17, no. 2 (Fall 1997).
      • April 1996 (Revised March 1998)
      • Exercise

      Starlite Corporation: General Information

      By: Kathleen L. McGinn and Julia Morgan
      A multiparty, intraorganizational negotiation exercise involving five vice presidents of human resources at $17.5 billion photography products company. In the midst of reengineering, the five VPs have been told to negotiate the possible alignment of resources in ways... View Details
      Keywords: Negotiation Types
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      McGinn, Kathleen L., and Julia Morgan. "Starlite Corporation: General Information." Harvard Business School Exercise 396-351, April 1996. (Revised March 1998.)
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