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Publications

Publications

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      • 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

      • Forthcoming
      • 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
      Citation
      Related
      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; Biotechnology Industry; Auto Industry; United States; Asia; China
      • Research Summary

      Experiential Learning and Knowledge Mentors

      By: Dorothy A. Leonard

      Dorothy Leonard’s research on innovation and knowledge transfer has always emphasized learning by doing.  During the past several years, she has been exploring how organizations can foster faster skills learning.  While there are generational differences in... View Details

      • Forthcoming
      • Article

      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
      Citation
      Related
      Ghosh, Pulak, Boris Vallée, and Yao Zeng. "FinTech Lending and Cashless Payments." Journal of Finance (forthcoming).
      • Research Summary

      Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity

      By: Karen Mills
      Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details
      • Teaching Interest

      Harvard Business Analytics Program: Operations and Supply Chain Management

      By: Dennis Campbell
      Digital technologies and data analytics are radically changing the operating model of an organization and how it connects to its broader supply chain and ecosystem. This course emphasizes managing product availability, especially in a context of rapid product... View Details
      • 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
      Citation
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      Related
      Balakrishnan, Maya, Kris Ferreira, and Jordan Tong. "Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation." Management Science (forthcoming).
      • 2025
      • Article

      Ideation with Generative AI—In Consumer Research and Beyond

      By: Julian De Freitas, G. Nave and Stefano Puntoni
      The use of large language models (LLMs) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research—remains underexplored. Drawing... View Details
      Keywords: Large Language Model; AI and Machine Learning; Creativity; Innovation Strategy
      Citation
      Read Now
      Related
      De Freitas, Julian, G. Nave, and Stefano Puntoni. "Ideation with Generative AI—In Consumer Research and Beyond." Journal of Consumer Research (2025).
      • Teaching Interest

      Immersive Field Course: China and Taiwan

      By: Willy C. Shih
      I designed this course to enable students to examine cross-strait issues between the Peoples Republic of China and the Republic of China—(Taiwan) at a critical juncture. Many products produced for the global marketplace—televisions, computers and computer components,... View Details
      Keywords: Globalization; Supply Chain; Operations; Technology Industry; China; Asia; Taiwan
      • Teaching Interest

      Immersive Field Course: Decarbonization and Sustainable Production

      By: Willy C. Shih
      A course looking at pioneering efforts in sustainable production methods and technologies supporting the energy transition. View Details
      Keywords: Decarbonization; Sustainability Management; Green Technology; Energy Generation; Energy Industry; Food and Beverage Industry; Industrial Products Industry; Europe; Denmark; Netherlands
      • Research Summary

      Impact of Technology on Industry Structure and Competitive Strategy

      By: Stephen P. Bradley
      Stephen Bradley’s research has focused for several years on the impact of technology on industry structure and competitive strategy. In particular he has been studying the convergence of information technology and telecommunications and how this convergence is... View Details
      • Research Summary

      Industrial competitiveness in high tech and science-based businesses

      By: Willy C. Shih
      How do emerging economies develop industrial and technical capabilities that overtake those of advanced economies?  Are there some industrial sectors that are especially susceptible to such targeting?  What will it take to restore America’s... View Details
      Keywords: Technological Innovation; Technology Diffusion; Knowledge Flows; Competitive Advantage; Globalization; Technology Industry; Technology Industry; Technology Industry; United States; China; Asia
      • Research Summary

      Innovating in Energy: Learning from High-Potential Ventures

      By: Joseph B. Lassiter

      My work at HBS has always focused on high-potential ventures.  Most recently, these have been professionally financed start-ups and buyouts in newly emerging energy and cleantech businesses. These ventures tend to be based on innovative insights into technology and... View Details

      • Research Summary

      Internalizing Global Value Chains: A Firm-Level Analysis

      By: Laura Alfaro
      In recent decades, advances in information and communication technology and falling trade barriers have led firms to retain within their boundaries and in their domestic economies only a subset of their production stages. A key decision facing firms worldwide is the... View Details
      • Research Summary

      International Competitiveness in High Technology and Science Based Sectors

      By: Gary P. Pisano

      This research project examines shifts in competitive capabilities of companies and countries in high technology and science based businesses.  It is particularly concerned with the potential loss of such capabilities in various industrial sectors in the... View Details

      • Research Summary

      Knowledge flows and capability acquisition

      By: Willy C. Shih
      Technological advancements are a major source of improvement in competiveness, and a firm’s incentives to invest are diminished when the knowledge generated is involuntarily dispersed to competitors.  While intellectual property rights can moderate this flow to the... View Details
      Keywords: Knowledge Aspects Of Strategy; Knowledge Management; Knowledge Spillovers; Knowledge Acquisition; Technology Industry; Technology Industry; Technology Industry; United States; China
      • Teaching Interest

      Launching Technology Ventures

      By: Jeffrey F. Rayport

      This course takes the perspective of founders struggling to achieve product market fit in their early-stage startups. Our cases focus on founder decision during this search and discovery phase, both in the experiments that they design and run as well as the... View Details

      • Research Summary

      Lean Startup Management Practices

      By: Thomas R. Eisenmann

      Many information technology startups have embraced "lean startup" management practices. Lean startups confront high levels of uncertainty about both customer problems and product solutions: the strength of demand for new... View Details

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