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  • Forthcoming
  • Article

Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

By: Annamaria Conti, Christian Peukert and Maria P. Roche
We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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  • February 2018
  • Article

Retention Futility: Targeting High-Risk Customers Might Be Ineffective.

By: Eva Ascarza
Companies in a variety of sectors are increasingly managing customer churn proactively, generally by detecting customers at the highest risk of churning and targeting retention efforts towards them. While there is a vast literature on developing churn prediction models... View Details
Keywords: Retention/churn; Proactive Churn Management; Field Experiments; Heterogeneous Treatment Effect; Machine Learning; Customer Relationship Management; Risk Management
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  • 2024
  • Working Paper

AI Companions Reduce Loneliness

By: Julian De Freitas, Ahmet K. Uğuralp, Zeliha O. Uğuralp and Stefano Puntoni
Chatbots are now able to engage in sophisticated conversations with consumers in the domain of relationships, providing a potential coping solution to widescale societal loneliness. Behavioral research provides little insight into whether these applications are... View Details
Keywords: AI and Machine Learning; Technological Innovation; Behavior; Well-being
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  • Article

Uncovering Mechanisms of Theory Development in an Academic Field: Lessons from Leadership Research

By: Mary Ann Glynn and Ryan Raffaelli
A long-standing debate in organization studies has centered on the tension between paradigmatic consensus and theoretical pluralism in an academic field, but little attention has been paid to the underlying processes of field development that account for this. Using a... View Details
Keywords: Leadership; Theory
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  • January 2014
  • Teaching Note

The PGA Tour

By: Ramon Casadesus-Masanell and Cole Magrath

In 1994, the PGA Tour (the "Tour"), the dominant incumbent professional golf circuit, had created tremendous value for its players. In the 1974 season, players competed for $8 million in prize money; by the 1994 season, the total prize purse had increased to $56... View Details

Keywords: PGA Tour; Tim Finchem; Deane Beman; Golf; Professional Golf; Business Model; Value Creation; Adaptation; Sports; Business Strategy; Sports Industry; United States
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  • January 2014
  • Supplement

The PGA Tour (C)

By: Ramon Casadesus-Masanell and Cole Magrath

In 1994, the PGA Tour (the "Tour"), the dominant incumbent professional golf circuit, had created tremendous value for its players. In the 1974 season, players competed for $8 million in prize money; by the 1994 season, the total prize purse had increased to $56... View Details
Keywords: PGA Tour; Tim Finchem; Deane Beman; Golf; Professional Golf; Business Model; Value Creation; Adaptation; Sports; Business Strategy; Sports Industry; United States
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  • 15 Feb 2017
  • Op-Ed

What Africa Can Teach the United States About Funding Infrastructure Projects

the great cities of America. But there will likely be massive arguments about how to raise the money and how to invest it. The solution may lie in finance models that have proven successful in several nations across the Atlantic Ocean—not... View Details
Keywords: by John Macomber; Construction

    Rohit Deshpande

    Rohit Deshpandé is a Baker Foundation Professor and Sebastian S. Kresge Professor of Marketing, Emeritus at Harvard Business School, where he has been teaching in the Advanced Management Program,... View Details

    Keywords: advertising; agribusiness; airline; banking; beauty products; beverage; financial services; home video games; marketing industry; pharmaceuticals; telecommunications; tourism; video games
    • 2018
    • Other Teaching and Training Material

    Finance Reading: Corporate Governance

    By: John Coates and Suraj Srinivasan
    Core Curriculum Readings in Finance cover the fundamental concepts, theories, and frameworks in finance. This reading presents an overview of corporate governance, focusing on for-profit businesses that are privately owned by dispersed investors—that is, not owned by a... View Details
    Keywords: Finance; Corporate Governance; For-Profit Firms; Private Ownership; Conflict of Interests
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    • Research Summary

    Mobile web advertising: maximum entropy banner allocation

    The worldwide mobile advertising market, currently $3 billion in size, is expected to grow to $20 billion by 2011.  Online and mobile advertising employs two main pricing models: pay-per-click (CPC) and pay-per-impression (CPM).  To date, most of the... View Details

    • March 2015
    • Article

    Monetary Policy and Long-Term Real Rates

    By: Samuel G. Hanson and Jeremy C. Stein
    Changes in monetary policy have surprisingly strong effects on forward real rates in the distant future. A 100 basis point increase in the two-year nominal yield on a Federal Open Markets Committee announcement day is associated with a 42 basis point increase in the... View Details
    Keywords: Policy; Interest Rates; Economics
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      Rajiv Lal

      Rajiv Lal, is the Stanley Roth, Sr. Professor of Retailing at Harvard Business School. He is currently teaching an elective MBA course on the Business of Smart Connected Products/IOT. He has been responsible for the retailing curriculum and has served as the course... View Details

      • November–December 2020
      • Article

      Rethinking the On-Demand Workforce

      By: Joseph B. Fuller, Manjari Raman, Allison Bailey and Nithya Vaduganathan
      As companies struggle with chronic skills shortages and changing labor demographics, a new generation of talent platforms, offering on-demand access to highly trained workers, has begun to help. These platforms include marketplaces for premium expertise (such as Toptal... View Details
      Keywords: Talent Acquisition; Platforms; Skilled Labor Recruitment; Gig Economy; Talent and Talent Management; Selection and Staffing; Internet and the Web; Strategy; Digital Platforms
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      • November–December 2018
      • Article

      Online Network Revenue Management Using Thompson Sampling

      By: Kris J. Ferreira, David Simchi-Levi and He Wang
      We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details
      Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods
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        George Serafeim

        George Serafeim is the Charles M. Williams Professor of Business Administration at Harvard Business School. He co-leads a Lab, within Harvard's Digital, Data, Design Institute, that focuses on organizational transformation through major shifts, including those... View Details

        Keywords: asset management; insurance industry; automobiles; industrial goods; fashion; food; green technology
        • 22 Apr 2008
        • Working Paper Summaries

        An Exploration of Technology Diffusion

        Keywords: by Diego A. Comin & Bart Hobijn
        • November 2024
        • Article

        Preference Externality Estimators: A Comparison of Border Approaches and IVs

        By: Xi Ling, Wesley R. Hartmann and Tomomichi Amano
        This paper compares two estimators—the Border Approach and an Instrumental Variable (IV) estimator—using a unified framework where identifying variation arises from “preference externalities,” following the intuition in Waldfogel (2003). We highlight two dimensions in... View Details
        Keywords: Econometrics; Casual Inference; Marketing; Economics; Advertising; Mathematical Methods
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        • 2012
        • Working Paper

        Author-Level Eigenfactor Metrics: Evaluating the Influence of Authors, Institutions and Countries within the SSRN community

        By: Jevin D. West, Michael C. Jensen, Ralph J. Dandrea, Gregg Gordon and Carl T. Bergstrom
        In this paper, we show how the Eigenfactor® score, originally designed for ranking scholarly journals, can be adapted to rank the scholarly output of authors, institutions, and countries based on author-level citation data. Using the methods described herein, we... View Details
        Keywords: Body of Literature; Measurement and Metrics; Networks; Rank and Position; Research; Motivation and Incentives
        Related
        • Program

        The Women's Leadership Forum

        nondiscrimination here. Learning and Living at HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where every aspect of the learning model has been carefully designed to... View Details
        • 27 Jun 2024
        • Research & Ideas

        Gen AI Marketing: How Some 'Gibberish' Code Can Give Products an Edge

        It’s the new way of comparison shopping in the age of large language models (LLM): Tapping into AI-driven search engines for research and advice on which products to buy. But can consumers trust the recommendations to be impartial? New... View Details
        Keywords: by Ben Rand; Technology