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  • All HBS Web  (3,050)
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  • Working Paper

Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application

By: Flora Feng, Charis Li and Shunyuan Zhang
Peer-to-peer (P2P) marketplaces have seen exponential growth in recent years featured by unique offerings from individual providers. Despite the perceived value of uniqueness, scalable quantification of visual uniqueness in P2P platforms like Airbnb has been largely... View Details
Keywords: Peer-to-peer Markets; Marketplace Matching; AI and Machine Learning; Demand and Consumers; Digital Platforms; Marketing
Citation
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Feng, Flora, Charis Li, and Shunyuan Zhang. "Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application." SSRN Working Paper Series, No. 4665286, February 2024.

    When Technology Gets Ahead of Society

    New technologies can be unsettling for industry incumbents, regulators, and consumers, because norms and institutions for dealing with them don't yet exist. Interestingly, businesspeople in emerging economies face similar challenges: The rules are unclear and... View Details
    • 10 Jan 2022
    • Research & Ideas

    How to Get Companies to Make Investments That Benefit Everyone

    talk less about how we can encourage positive spillovers." Creating virtuous cycles like FOSS involves rewiring existing market inefficiencies, which produce too many negative side effects and too few positive ones, Nagle says. It’s an... View Details
    Keywords: by Lane Lambert
    • 29 Sep 2010
    • Working Paper Summaries

    Medium Term Business Cycles in Developing Countries

    Keywords: by Diego Comin, Norman Loayza, Farooq Pasha & Luis Serven
    • 2024
    • Working Paper

    Digital Platforms 2.0: Learnings, Opportunities, and Challenges

    By: Shrabastee Banerjee, Ishita Chakraborty, Hana Choi, Hannes Datta, Remi Daviet, Chiara Farronato, Minkyung Kim, Anja Lambrecht, Puneet Manchanda, Aniko Oery, Ananya Sen, Marshall W Van Alstyne, Prasad Vana, Kenneth C Wilbur, Xu Zhang and Bobby Zhou
    Platform-based digital ecosystems form the backbone of our interactions with the Internet. Over the past decade, digital ecosystems have witnessed significant growth, both in terms of industry footprint and academic research. Yet, the challenges associated with their... View Details
    Keywords: Digital Platforms; Technology Adoption; E-commerce; Market Design
    Citation
    SSRN
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    Banerjee, Shrabastee, Ishita Chakraborty, Hana Choi, Hannes Datta, Remi Daviet, Chiara Farronato, Minkyung Kim, Anja Lambrecht, Puneet Manchanda, Aniko Oery, Ananya Sen, Marshall W Van Alstyne, Prasad Vana, Kenneth C Wilbur, Xu Zhang, and Bobby Zhou. "Digital Platforms 2.0: Learnings, Opportunities, and Challenges." Working Paper, June 2024.

      Greater Good

      Marketing has a greater purpose, and marketers, a higher calling, than simply selling more widgets, according to John Quelch and Katherine Jocz. In Greater Good, the authors contend that marketing performs an essential societal function--and... View Details
      • 10 May 2016
      • First Look

      May 10, 2016

      pre-structured archives, unstructured (“hand-collected”) archives, eld studies, eld experiments, surveys, laboratory studies, and laboratory experiments. The framework spells out ve goals of an empirical literature and de nes the seven... View Details
      Keywords: Carmen Nobel
      • July 2020
      • Teaching Note

      COVID-19: The Global Shutdown

      By: Laura Alfaro and Sarah Jeong
      In the first months of 2020, a pandemic overwhelmed the world. COVID-19, commonly known as the coronavirus, spread from China and created a severe public health emergency across countries. While an immediate fear of the disease’s impact on human life permeaacted... View Details
      Keywords: COVID-19; Health Pandemics; Trade; Microeconomics; Macroeconomics; Financial Crisis; Economy; Policy; Governance; Economic Systems; Economic Slowdown and Stagnation; Economic Sectors
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      Alfaro, Laura, and Sarah Jeong. "COVID-19: The Global Shutdown." Harvard Business School Teaching Note 321-021, July 2020.
      • Article

      The Effects of Product Line Breadth: Evidence from the Automotive Industry

      By: Antonio Moreno and Christian Terwiesch
      Using a detailed data set from the U.S. automotive industry, we enrich the existing literature on product line breadth with new results that highlight previously unexplored operational aspects of its benefits and costs. We find that expanding product line breadth has a... View Details
      Keywords: Variety; Pricing; Automotive Industry; Marketing/operations Interface; Platforms; Empirical Operations Management; Product Marketing; Production; Management; Auto Industry
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      Moreno, Antonio, and Christian Terwiesch. "The Effects of Product Line Breadth: Evidence from the Automotive Industry." Marketing Science 36, no. 2 (March–April 2017): 254–271.
      • 24 Dec 2013
      • First Look

      First Look: December 24

      heterogeneous preferences for work versus leisure. Evidence from six other countries reveals similar findings in economies at different stages of development. Download working paper: http://ssrn.com/abstract=2363528 Economic Transition... View Details
      Keywords: Carmen Nobel
      • 06 Feb 2018
      • First Look

      First Look at New Research and Ideas: February 6, 2018

      class, and raucous commodities trade to its world-spanning multinationals, its massive factories, and the centripetal power of New York in the world of finance, America has come to symbolize capitalism for over two centuries. But an... View Details

        The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth

        Conquer the most essential adaptation to the knowledge economy

        The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth offers practical guidance for teams and organizations who... View Details

          Robert J. Dolan

          Robert J. Dolan is the Baker Foundation Professor at Harvard Business School. He received his Ph.D. from the University of Rochester and began his academic career in 1976 as a faculty member at the Graduate School of Business of the University of Chicago. He joined... View Details

          • Article

          The End of Chimerica

          For the better part of the past decade, the world economy has been marked by an economic order that combined Chinese export-led development with U.S. over-consumption. The financial crisis of 2007-09 likely marks the beginning of the end of the Chimerican relationship.... View Details
          Keywords: Trade; China; United States
          Citation
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          Ferguson, Niall, and Moritz Schularick. "The End of Chimerica." International Finance 14, no. 1 (Spring 2011): 1–26.
          • July–August 2018
          • Article

          When Technology Gets Ahead of Society

          By: Tarun Khanna
          New technologies can be unsettling for industry incumbents, regulators, and consumers, because norms and institutions for dealing with them don’t yet exist. Interestingly, businesspeople in emerging economies face similar challenges: The rules are unclear and... View Details
          Keywords: Technological Innovation; Society; Situation or Environment; Infrastructure; Entrepreneurship; Performance Effectiveness; Cooperation
          Citation
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          Khanna, Tarun. "When Technology Gets Ahead of Society." Harvard Business Review 96, no. 4 (July–August 2018): 86–95.

            George C. Lodge

            Professor Lodge had been a member of the Harvard Business School faculty since 1963. Before his retirement in 1997, he taught a number of courses in the MBA Master's Program and in various HBS executive programs. in the MBA program these included: Business,... View Details

            • 28 May 2020
            • Research & Ideas

            Coronavirus Could Create a 'Bankruptcy Pandemic'

            filed since the coronavirus started rocking the US economy in mid-March, including Neiman Marcus, J. Crew, Dean & DeLuca, CMX Cinemas, and Gold’s Gym. The latest: JCPenney on May 15 filed for Chapter 11 bankruptcy protection after 118... View Details
            Keywords: by Dina Gerdeman; Financial Services; Banking
            • 14 May 2013
            • First Look

            First Look: May 14

            Lady Gaga, and LeBron James? Which strategies give leaders in film, television, music, publishing, and sports an edge over their rivals? In this book, drawing on my case studies and other research on the worlds of media and sports, I... View Details
            Keywords: Sean Silverthorne
            • 2017
            • Working Paper

            Emerging Markets and the Future of Business History

            By: Gareth Austin, Carlos Dávila and Geoffrey Jones
            This working paper suggests that the business history of emerging markets should be seen as an alternative business history rather than merely adding new settings to explore established core debates. The discipline of business history evolved around the corporate... View Details
            Keywords: Business History; Emerging Markets; Developing Countries and Economies
            Citation
            SSRN
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            Austin, Gareth, Carlos Dávila, and Geoffrey Jones. "Emerging Markets and the Future of Business History." Harvard Business School Working Paper, No. 18-012, August 2017.
            • 2022
            • Book

            The Role of Innovation and Entrepreneurship in Economic Growth

            By: Michael J. Andrews, Aaron Chatterji, Josh Lerner and Scott Stern
            We live in an era in which innovation and entrepreneurship seem ubiquitous, particularly in regions like Silicon Valley, Boston, and the Research Triangle Park. But many metrics of economic growth, such as productivity growth and business dynamism, have been at best... View Details
            Keywords: Productivity Growth; Production Technologies; Innovation and Invention; Entrepreneurship; Economic Growth; Competition; Organizational Design; Economic Slowdown and Stagnation
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            Andrews, Michael J., Aaron Chatterji, Josh Lerner, and Scott Stern, eds. The Role of Innovation and Entrepreneurship in Economic Growth. Chicago: University of Chicago Press, 2022.
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