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      • Forthcoming
      • Article

      An AI Method to Score Celebrity Visual Potential from Human Faces

      By: Flora Feng, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan and Cait Lamberton
      It has long been a mantra of marketing practice that, particularly in low-involvement situations, spokespeople should be physically attractive. This paper suggests there is a higher probability of gaining fame and influence (i.e., celebrity potential) than is captured... View Details
      Keywords: Personal Characteristics; AI and Machine Learning; Forecasting and Prediction; Marketing
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      Feng, Flora, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan, and Cait Lamberton. "An AI Method to Score Celebrity Visual Potential from Human Faces." Journal of Marketing Research (JMR) (forthcoming). (Pre-published online February 12, 2025.)
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      • 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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      Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science (forthcoming). (Pre-published online March 7, 2025.)
      • Forthcoming
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      Blockchain Forensics and Crypto-Related Cybercrimes

      By: Lin William Cong, Kim Grauer, Daniel Rabetti and Henry Updegrave
      This handbook provides an overview of various criminal activities related to cryptocurrencies, including investment scams, Ponzi schemes, rug pulls, ransomware attacks, money laundering, and darknet markets. We discuss the need for user protection and education,... View Details
      Keywords: Cyberattacks; Blockchain; Network; Cryptocurrency; Crime and Corruption; Cybersecurity; Governing Rules, Regulations, and Reforms; Law Enforcement; Technology Adoption
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      Cong, Lin William, Kim Grauer, Daniel Rabetti, and Henry Updegrave. Blockchain Forensics and Crypto-Related Cybercrimes. World Scientific Publishing, forthcoming.
      • Teaching Interest

      Business Opportunties in Climate Adaptation

      By: John D. Macomber

      This is a Short Intensive Program or SIP at Harvard Business School.  It’s an optional student offering prior to the formal start of the Spring semester the following week.  SIPs tend to cover new material on current topics, to be less formal than the HBS Case Study... View Details

      Keywords: Resilience; Climate Risk; Climate Impact; Fire Protection; Insurance Risk Exposure; Hedge Fund; Public Health; Public Health Measures; Climate Change; Adaptation; Infrastructure; Real Estate Industry; Real Estate Industry; Real Estate Industry; United States; Africa; Latin America
      • Teaching Interest

      Case Method Teaching

      By: V.G. Narayanan
      I like to offer seminars on Case Method Teaching to professors who would like to improve their case-method teaching. View Details
      Keywords: Cases; Education Industry; India
      • Forthcoming
      • Article

      Comparing the Value of Perceived Human Versus AI-Generated Empathy

      By: Matan Rubin, Joanna Z. Li, Federico Zimmerman, Desmond C. Ong, Amit Goldenberg and Anat Perry
      Artificial intelligence (AI) and specifically large language models demonstrate remarkable social–emotional abilities, which may improve human–AI interactions and AI’s emotional support capabilities. However, it remains unclear whether empathy, encompassing... View Details
      Keywords: AI and Machine Learning; Emotions; Perception; Interpersonal Communication
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      Rubin, Matan, Joanna Z. Li, Federico Zimmerman, Desmond C. Ong, Amit Goldenberg, and Anat Perry. "Comparing the Value of Perceived Human Versus AI-Generated Empathy." Nature Human Behaviour (forthcoming). (Pre-published online June 30, 2025.)
      • Research Summary

      Competitive Dynamics of the Textile-Apparel-Retail Channel

      By: Janice H. Hammond
      Janice H. Hammond established in 1991 (with Frederick H. Abernathy and John Dunlop of Harvard University and David Weil of Boston University) the Harvard Center for Textile and Apparel Research. Funding provided by the Alfred P. Sloan Foundation has supported the... View Details
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      Confronting the Limits of Symbolic Actions: How Entrepreneurs Narrow the Presentation-Performance Gap

      By: Rebecca Karp and Siobhan O'Mahony
      Entrepreneurs often skillfully leverage symbolic actions to manage impressions and gain acceptance for their innovations. Impression management can generate interest, but also heighten expectations beyond an innovation’s capabilities, creating a gap between... View Details
      Keywords: Digital Innovation; Integration Strategy; Impression Management; Innovation Strategy; Entrepreneurship; Health Industry; Health Industry
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      Karp, Rebecca, and Siobhan O'Mahony. "Confronting the Limits of Symbolic Actions: How Entrepreneurs Narrow the Presentation-Performance Gap." Organization Science (forthcoming). (Pre-published online April 15, 2025.)
      • Research Summary

      Consumerism and the Distributed Delivery of Health Care

      By: Robert S. Huckman
      This stream of Professor Huckman's work examines the growing tendency for health care to be delivered in a more distributed manner. Examples of this phenomenon include health IT, teleradiology, medical travel, remote monitoring of chronic medical conditions, and retail... View Details
      • Research Summary

      Current Research

      By: Leslie K. John

      Professor John is a behavioral scientist who uses both laboratory and field experiments to investigate questions that are at the intersection of marketing, organizational behavior, and public policy.

      Professor John’s work has been published in leading... View Details

      • Teaching Interest

      Digital Innovation and Transformation – MBA Elective Curriculum

      By: Feng Zhu
       

      Digital Innovation and Transformation is designed to equip students to confidently help conceive, lead and execute digital innovation initiatives and develop new business models for existing and insurgent organizations. The basic premise of the course... View Details

      • Forthcoming
      • Article

      Disclosure Standards and Communication Norms: Evidence of Voluntary Sustainability Standards as a Coordinating Device for Capital Markets

      By: Khrystyna Bochkay, Jeffrey Hales and George Serafeim
      In this paper, we examine how the development of voluntary sustainability standards has affected the nature of information covered in conference calls. Using industry-specific dictionaries of sustainability terms contained in the disclosure standards developed by the... View Details
      Keywords: Voluntary Disclosure; Accounting Standards; Sustainability Reporting; Sustainability Standards; ESG; ESG Disclosure; Accounting; Corporate Disclosure; Environmental Sustainability; Corporate Social Responsibility and Impact; Standards; United States
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      Bochkay, Khrystyna, Jeffrey Hales, and George Serafeim. "Disclosure Standards and Communication Norms: Evidence of Voluntary Sustainability Standards as a Coordinating Device for Capital Markets." Review of Accounting Studies (forthcoming). (Pre-published online March 17, 2025.)
      • Teaching Interest

      Driving Digital Strategy

      By: Felix Oberholzer-Gee

      Technology, like a relentless force of nature, is reshaping industries at an unprecedented pace. It poses a threat to those who resist and fail to adapt. But it also presents unparalleled opportunities to those audacious enough to harness its... View Details

      • Research Summary

      Energy Strategy

      By: Forest L. Reinhardt
      Forest L. Reinhardt is writing cases and other materials on the strategic problems and opportunitites faced by firms in the energy industry. Significant economies of scale and scope, combined with rapid technological change, present firms in the industry with a... View Details
      • Research Summary

      Energy, IT, real estate, and sustainability

      By: Rebecca M. Henderson

      Professor Henderson’s current research focuses on the energy, information technology, and real estate sectors and the challenges firms encounter as they attempt to act in more sustainable ways. This work is an outgrowth of her decade-long examination of the... View Details

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      • Article

      Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment

      By: Shunyuan Zhang and Das Narayandas
      We examine how artificial intelligence (AI) affected the productivity of customer service agents and customer sentiment in online interactions. Collaborating with a meal delivery company, we conducted a randomized field experiment that exploited exogenous variation in... View Details
      Keywords: AI and Machine Learning; Customer Focus and Relationships; Performance Efficiency
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      Zhang, Shunyuan, and Das Narayandas. "Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment." Management Science (forthcoming).
      • Research Summary

      Evolution of firm structure in vertical specialized technology supply chains

      By: Willy C. Shih
      The global market in many everyday products has been transformed by the internationalization of production.  In many industries, semiconductors and electronic products in particular, a sequential mode of production has evolved in which goods are produced... View Details
      Keywords: Globalization Of Supply Chain; Globalization; Technological Innovation; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; United States; Asia; China
      • Forthcoming
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      FinTech Lending and Cashless Payments

      By: Pulak Ghosh, Boris Vallée and Yao Zeng
      Borrower's use of cashless payments both improves their access to capital from FinTech lenders and predicts a lower probability of default. These relationships are stronger for cashless technologies providing more precise information, and for outflows. Cashless payment... View Details
      Keywords: Fintech; Lending; Payments; Data Sharing; Financing and Loans; Information Technology; Banks and Banking; Business Model
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      Ghosh, Pulak, Boris Vallée, and Yao Zeng. "FinTech Lending and Cashless Payments." Journal of Finance (forthcoming).
      • Forthcoming
      • Article

      How Important Is Editorial Gatekeeping? Evidence from Top Biomedical Journals

      By: Joshua L. Krieger, Kyle R. Myers and Ariel D. Stern
      We examine editors' influence on the scientific content of academic journals by unpacking the role of three major forces: journals' missions, aggregate supply of and demand for specific topics, and scientific homophily via editorial gatekeeping. In a sample of top... View Details
      Keywords: Editors; Biomedical Research; Editorial Gatekeeping; Scientific Homophily; Intellectual Capital; Mission and Purpose; Journals and Magazines; Intellectual Property; Innovation and Invention; Human Capital; Higher Education; Publishing Industry
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      Krieger, Joshua L., Kyle R. Myers, and Ariel D. Stern. "How Important Is Editorial Gatekeeping? Evidence from Top Biomedical Journals." Review of Economics and Statistics (forthcoming). (Pre-published online May 29, 2023.)
      • Forthcoming
      • Article

      Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation

      By: Maya Balakrishnan, Kris Ferreira and Jordan Tong
      Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details
      Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing
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      Balakrishnan, Maya, Kris Ferreira, and Jordan Tong. "Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation." Management Science (forthcoming). (Pre-published online March 24, 2025.)
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