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Publications

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    • All HBS Web  (4,159)
      • Faculty Publications  (1,266)

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      • Research Summary

      Clusters and Competition

      By: Michael E. Porter
      Porter is conducting ongoing research on the theory of clusters, or geographic concentrations of interconnected companies and institutions in a particular field. This work includes further development of cluster theory and its implications for management and public... View Details
      • 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

      Competing business models

      By: Ramon Casadesus-Masanell
      Building on the literatures on competitive positioning and the theory of industrial organization, my work seeks to tackle previously unaddressed questions by studying situations where firms compete in dissimilar ways. Some examples of these questions include:View Details
      • Research Summary

      Concentrated Capital Losses and the Pricing of Corporate Credit Risk

      By: Emil N. Siriwardane

      In studying the U.S. credit default swap (CDS) market, Professor Siriwardane has discovered that the selling of CDS protection is extremely concentrated, with five sellers accounting for nearly half the market. Further, in contrast to what neoclassical theory... View Details

      • Research Summary

      Consumer-Brand Relationships and CRM

      By: Jill J. Avery
      This highly pragmatic stream investigates the contemporary practice of customer relationship management (CRM) by exploring the phenomenological, lived experience of consumers' relationships with brands.  Using a contracting theory lens supplemented with knowledge of... View Details
      • Research Summary

      Creativity and Innovation

      By: Teresa M. Amabile

      Starting in 2016, I undertook several new projects on creativity and innovation. The first, a revision of my 1988 componential theory of creativity and innovation, was coauthored with Michael Pratt (Boston College) and published in Research in Organizational... View Details

      Keywords: Creativity; Innovation
      • Teaching Interest

      Data Science and AI for Leaders

      By: Dennis Campbell
      Modern business increasingly relies... View Details
      Keywords: Artificial Intelligence; Data Science
      • Teaching Interest

      Data Science and Artificial Intelligence for Leaders

      By: Chiara Farronato
      With artificial intelligence (AI)... View Details
      Keywords: Data Science; Data Science And Analytics Management; Data Analytics; Data Analysis; Artificial Intelligence; Generative Ai; Generative Models
      • Research Summary

      Democratic Governance and Decision Making

      By: David A. Moss
      Under what conditions are public policies in a democracy determined by special interests or, alternatively, by the general interest?  A good deal of academic work, particularly associated with the economic theory of regulation, suggests that special interests... View Details
      • Teaching Interest

      DESIGN THEORY AND PRACTICE ES285

      By: Roberto Verganti

      Any organization, business or venture grounds its value on how “meaningful” are its products (functionally, symbolically and emotionally). Design Theory and Practice (DTP) empowers students to create products that are meaningful, to people who use them and to... View Details

      Keywords: Integrated Design; Leadership; User Experience Design; Design; Strategy; Technology; Product Design
      • Research Summary

      Divergent change in organizations

      By: Julie Battilana

      The first stream of research in Professor Battilana’s work aims to identify the conditions that enable individual actors to initiate divergent change within organizations as well as the conditions enabling successful implementation of such change. It combines... View Details

      • Research Summary

      Do Prices Determine Vertical Integration?*

      By: Laura Alfaro
      What is the relationship between product prices and vertical integration? While the literature has focused on how integration affects prices, this paper provides evidence that prices can affect integration. Many theories in organizational economics and industrial... View Details
      • Teaching Interest

      Empirical Technology and Operations Management Course

      By: Himabindu Lakkaraju
      I taught a set of lectures on "Introduction to Machine Learning for Social Scientists" as part of this required course for first year PhD students. This module familiarizes students with all the basic concepts in machine learning, their implementations, as well as 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

      Equity Valuation

      By: Charles C.Y. Wang

      Professor Wang’s research utilizes valuation theory to explain how firm fundamentals are related to the expected rates of equity returns and their term structures. His research provides strong evidence that valuation-based proxies of expected returns outperform the... View Details

      • Research Summary

      Financial Risk Management

      By: Richard F. Meyer
      Richard F. Meyer is exploring the theory and practice of financial risk management in corporations worldwide. Three primary objectives of his research are: to understand the underlying sources of risk and corporations' exposure to them; to identify appropriate,... View Details
      • Research Summary

      Governance of Interorganizational Exchange

      By: Ranjay Gulati
      In a series of papers, I examine the antecedents and consequences of governance choices in exchange relations. Using data from the automotive industry, a coauthor and I have examined the dynamics associated with the social and contractual structure of sourcing... View Details
      • Teaching Interest

      Great Theorems of Microeconomic Theory

      By: Jerry R. Green
      This course covers the field of microeconomics as seen through the lens of the "great theorems" that have determined its evolution since WWII. During that time period the entire field of economics has changed. It is now described in terms of advanced mathematics, much... 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
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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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