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      • Article

      Don’t Let an AI Failure Harm Your Brand

      By: Julian De Freitas
      How companies market their AI systems affects the repercussions they face when their products fail. Marketers must promote their AI products with potential failure in mind. To do that, they must first understand consumers’ unique attitudes toward AI. Marketers who... View Details
      Keywords: AI and Machine Learning; Brands and Branding; Product Marketing; Consumer Behavior; Attitudes
      Citation
      Related
      De Freitas, Julian. "Don’t Let an AI Failure Harm Your Brand." Harvard Business Review (in press).
      • 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
      • 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.)
      • 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; Industrial Products Industry; Industrial Products Industry; Industrial Products Industry; Europe; Denmark; Netherlands
      • 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
      • 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

      • Research Summary

      Managing Product Development in Rapidly Changing Environments

      By: Alan D. MacCormack
      A consistent finding in many studies of innovation is the repeated failure of established firms when faced with radical changes in their core markets or technologies. Professor MacCormack's research takes the view that many of these failures can be attributed to the... View Details
      • Teaching Interest

      Overview

      By: John A. Deighton
      I teach about the ecosystem of big data, the role of data in advertising and creative industries, and customer management and personal privacy in an era of individual addressability. View Details
      Keywords: Digital Marketing; Database Marketing; Social Media; Data Analytics; Information; Advertising; Marketing; Media; Technology; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry
      • Teaching Interest

      Overview

      By: Regina E. Herzlinger
      Course Requirements

      Students are required to prepare a business plan, which employs the framework of this course, to explore an entrepreneurial opportunity in health care, and to evaluate their classmates' plans.

      Career Focus

      For... View Details
      Keywords: Healthcare; Healthcare Industry; Healthcare Innovation; Healthcare Costs; Healthcare Operations; Healthcare Organizations; Healthcare Startups; Healthcare Technology; Healthcare Ventures
      • Teaching Interest

      Overview

      By: Jeffrey F. Rayport
      Technology Entrepreneurship, Marketing Strategy, Service Management View Details
      Keywords: Technological Innovation; Strategy Formulation; "Marketing Analytics"; Advertising Technology; Media Content; Media And Broadcasting Industry; Media Businesses; Technology Industry; Technology Industry; Technology Industry; Technology Industry
      • Research Summary

      Overview

      By: Prithwiraj Choudhury
      Prithwiraj (Raj) Choudhury is the Lumry Family Associate Professor at the Harvard Business School. He was an Assistant Professor at Wharton prior to joining Harvard. His research is focused on studying the Future of Work, especially the changing Geography of Work. In... View Details
      Keywords: Geography; Mobility; Migration; Multinational; Productivity; Crucible Experiences; Machine Learning; Geographic Location; Technology Industry; India; United States; China
      • Research Summary

      Overview

      By: Alexandra C. Feldberg
      Allie's research focuses on diversity, gender, and knowledge within organizations. View Details
      Keywords: Knowledge Transfer; Bias; Technology; Diversity; Gender; Demographics; Knowledge Dissemination; Knowledge Management; Knowledge Sharing; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry
      • Research Summary

      Overview

      By: Willy C. Shih
      Willy's research interests reflect the 28 years he spent in industry, during which he logged many questions on firm performance, relative competitiveness, and firm culture as an impediment to change. His primary interests today are in the drivers of industrial... View Details
      Keywords: Strategy; Technology; Competitiveness; Competitive Dynamics; Supply Chains; Production; Operations; Product Development; Supply Chain Management; Manufacturing Industry; Semiconductor Industry; Aerospace Industry; Auto Industry; United States; Asia; Europe
      • Research Summary

      Overview

      By: Ethan S. Bernstein
      I have spent my career studying novel talent management practices and their effect on collaboration and performance. My core research focuses on two interrelated organizational trends that have become salient in the 21st century: workplace transparency (who gets to... View Details
      Keywords: Privacy; Transparency; Productivity; Field Experiments; Communication; Design; Human Resources; Leadership; Management; Organizational Design; Organizational Structure; Performance; Groups and Teams; Networks; Behavior; Social and Collaborative Networks; Satisfaction; North America; Europe; Asia; China; Japan; Latin America
      • Research Summary

      Overview

      By: Iavor I. Bojinov
      Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
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