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Publications

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      • 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
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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

      Entrepreneurial Management: Customer Discovery and Business Development

      By: Frank V. Cespedes
      This research focuses on: (a) market research methods and tactics suitable to startups seeking their initial customers and validation of their initial business model; (b) guidelines for conducting visits with potential customers as part of the startup ptrocess; and (c)... View Details
      • Research Summary

      Environmental Policy and Competitiveness

      By: Michael E. Porter
      Michael E. Porter has been exploring (with Claas van der Linde of St. Gallen University, Switzerland) the relationship between environmental regulation, industry competition, and international competitiveness. He finds that many forms of environmental pollution... View Details
      • 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

      Evolution of the Global Beauty Industry

      By: Geoffrey G. Jones

      This research examines the global beauty industry, which includes cosmetics, deodorants, fragrances, hair care, oral hygiene and skin care. Today global sales of cosmetics and toiletries are in excess of U.S. $380  billion. This research examines the growth of this... View Details

      • Teaching Interest

      Executive Education: Leading Growth through Customer Centricity — India

      By: Rajiv Lal

      Establishing a strategic advantage in India's highly competitive marketplace requires a systemic shift in focus—away from selling products and toward meeting the needs of customers. But how many companies are prepared to carry out such fundamental change? By... View Details

      • Teaching Interest

      Field Global Immersion

      By: Archie L. Jones

      The FIELD Global Immersion (FGI) is a semester-long first-year (RC) MBA course. The course is a capstone of sorts, and it requires students to build on learnings from their first-year courses and apply them to real-world business problems. At the beginning of... View Details

      • Teaching Interest

      Field Global Immerson

      By: Martin A. Sinozich

      The FIELD Global Immersion (FGI) is a semester-long first-year (RC) MBA course. The course is a capstone of sorts, and it requires students to build on learnings from their first-year courses and apply them to real-world business problems. At the beginning of the... View Details

      • Research Summary

      Global Supply Chains: The Looming “Great Reallocation”

      By: Laura Alfaro
      Global supply chains have come under unprecedented stress as a result of US-China trade tensions, the Covid-19 pandemic, and geopolitical shocks. We document shifts in the pattern of US participation in global value chains over the last four decades, in terms of... 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
      • Research Summary

      How Does Foreign Direct Investment Promote Economic Growth? Exploring the Effects of Financial Markets on Linkages (with Areendam Chanda, Sebnem Kalemli-Ozcan and Selin Sayek)

      By: Laura Alfaro
      The empirical literature finds mixed evidence on the existence of positive productivity externalities in the host country generated by foreign multinational companies. We propose a novel mechanism, which emphasizes the role of local financial markets in enabling... View Details
      • Research Summary

      How to Manage Customers for Increased Profits and Customer Satisfaction

      By: Frances X. Frei
      For many service firms, the customer plays an important role in contributing to the cost and/or quality of the service. This is very different than many manufacturing contexts, for example, where the firm has virtually complete control over product cost and quality. ... 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.)
      • 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; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; Europe; Denmark; Netherlands
      • Research Summary

      India Transformed? Insights from the Firm Level 1988-2005 (with Anusha Chari)

      By: Laura Alfaro
      Using firm-level data this paper analyzes, the transformation of India’s economic structure following the implementation of economic reforms. The focus of the study is on publicly-listed and unlisted firms from across a wide spectrum of manufacturing and services... View Details
      • 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

      • Forthcoming
      • Book

      Innovating in Healthcare: Creating Breakthrough Tech, Services, Drugs, Products, and Business Models

      By: Regina E. Herzlinger
      Innovating in Healthcare offers effective approaches for designing, reworking, and implementing innovative healthcare services, products, and business models. It will help anyone working in healthcare service or product development, from hospitals to startups,... View Details
      Keywords: Health Care and Treatment; Service Delivery; Product Development; Business Model; Innovation and Invention; Health Industry
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      Herzlinger, Regina E. Innovating in Healthcare: Creating Breakthrough Tech, Services, Drugs, Products, and Business Models. Boston, MA: John Wiley & Sons, forthcoming.
      • Research Summary

      Innovations in Logistics: The Impact of Channel Coordination

      By: Janice H. Hammond
      Roy D. Shapiro (with Janice H. Hammond and Marshall L. Fisher) is studying innovative systems and management approaches that integrate and coordinate material and information flows through the supply chain so as to reduce or eliminate the redundant activities that tend... 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
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