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      • Faculty Publications  (104)

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      • 2020
      • Article

      Public Sentiment and the Price of Corporate Sustainability

      By: George Serafeim
      Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong... View Details
      Keywords: Sustainability; ESG; ESG (Environmental, Social, Governance) Performance; Investment Management; Investment Strategy; Big Data; Machine Learning; Environment; Environmental Sustainability; Corporate Governance; Performance; Asset Pricing; Investment; Management; Strategy; Human Capital; Public Opinion; Value; Analytics and Data Science
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      Serafeim, George. "Public Sentiment and the Price of Corporate Sustainability." Financial Analysts Journal 76, no. 2 (2020): 26–46.
      • April 2020 (Revised July 2020)
      • Case

      Amazon in China and India

      By: Krishna G. Palepu and Kairavi Dey
      Amazon has been unsuccessful in its efforts to develop a business in China. Even though Amazon was an early entrant into China’s e-commerce space, its domestic rivals, especially Alibaba, created innovative business models uniquely suited for the conditions in China. ... View Details
      Keywords: Global Strategy; Multinational Firms and Management; Emerging Markets; Business Strategy; Expansion; Business Model; Retail Industry; China; India; United States
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      Palepu, Krishna G., and Kairavi Dey. "Amazon in China and India." Harvard Business School Case 120-111, April 2020. (Revised July 2020.)
      • 2020
      • Conference Presentation

      Active World Model Learning with Progress-driven Exploration

      By: K-H Kim, M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
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      Kim, K-H, M. Sano, J. De Freitas, N. Haber, and D. L. K. Yamins. "Active World Model Learning with Progress-driven Exploration." Paper presented at the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020.
      • 2020
      • Working Paper

      Design in the Age of Artificial Intelligence

      By: Roberto Verganti, Luca Vendraminelli and Marco Iansiti
      Artificial Intelligence (AI) is affecting the scenario in which innovation takes place. What are the implications for our understanding of design? Is AI just another digital technology that, akin to many others, will not significantly question what we know about... View Details
      Keywords: Artificial Intelligence; Design Thinking; Technological Innovation; Design; Change; Theory; AI and Machine Learning
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      Verganti, Roberto, Luca Vendraminelli, and Marco Iansiti. "Design in the Age of Artificial Intelligence." Harvard Business School Working Paper, No. 20-091, February 2020.
      • Article

      Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

      By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III
      Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details
      Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science
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      Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
      • December 2019 (Revised November 2021)
      • Course Overview Note

      The Entrepreneurial Manager: Spring 2022

      By: Mitchell Weiss and Benjamin Henkes
      This is the course overview note for “The Entrepreneurial Manager,” taught in the first year at Harvard Business School. Students will learn how to be opportunity-driven managers and how to lead under uncertainty. They'll learn how to identify opportunities, how to... View Details
      Keywords: Entrepreneurial Management; Entrepreneurship; Management
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      Weiss, Mitchell, and Benjamin Henkes. "The Entrepreneurial Manager: Spring 2022." Harvard Business School Course Overview Note 820-082, December 2019. (Revised November 2021.)
      • October 2019 (Revised March 2021)
      • Background Note

      Modern Automation (B): Robotics

      By: William R. Kerr and James Palano
      Driven largely by advances in perception and situational awareness, robots in the 2010s were gaining functionality that allowed them to be applied to fundamentally new types of work. The expanding range of new tasks that could be completed by machines had significant... View Details
      Keywords: Robotics; Artificial Intelligence; Future Of Work; Technology Commercialization; Information Technology; Commercialization; Employment; AI and Machine Learning
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      Kerr, William R., and James Palano. "Modern Automation (B): Robotics." Harvard Business School Background Note 820-069, October 2019. (Revised March 2021.)
      • May–June 2019
      • Article

      Cross-Silo Leadership

      By: Amy C. Edmondson, Tiziana Casciaro and Sujin Jang
      Today the most promising innovation and business opportunities require collaboration among functions, offices, and organizations. To realize them, companies must break down silos and get people working together across boundaries. But that’s a challenge for many... View Details
      Keywords: Cross-functional Management; Collaborative Innovation and Invention; Innovation Leadership; Groups and Teams; Employees; Attitudes
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      Edmondson, Amy C., Tiziana Casciaro, and Sujin Jang. "Cross-Silo Leadership." Harvard Business Review 97, no. 3 (May–June 2019): 130–139.
      • 2023
      • Working Paper

      When Does Gamified Training Improve Performance? The Roles of Office and Leader Engagement

      By: Ryan W. Buell, Wei Cai and Tatiana Sandino
      Gamified training is a novel management control system in which companies use gamification techniques to engage and motivate employees to learn. This study empirically examines the performance consequences of gamified training using data from a natural field... View Details
      Keywords: Gamified Training; Management Control Systems; Employee Engagement; Employees; Learning; Training; Motivation and Incentives; Performance
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      Buell, Ryan W., Wei Cai, and Tatiana Sandino. "When Does Gamified Training Improve Performance? The Roles of Office and Leader Engagement." Harvard Business School Working Paper, No. 19-101, March 2019. (Revised October 2023.)
      • 2020
      • Working Paper

      Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

      By: Eva Ascarza
      The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
      Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
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      Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
      • December 2018
      • Case

      Bata versus Relaxo—Analyzing Performance

      By: Suraj Srinivasan, Iris Leung and Quinn Pitcher
      Set in 2016, “Bata India versus Relaxo—Analyzing Performance” compares the strategies and financial performance of two Indian footwear companies. Bata India had long been the market leader in footwear in India, but its leading market position was being challenged by... View Details
      Keywords: Finance; Strategy; Operations; Performance Evaluation; Financial Statements; Analysis; Apparel and Accessories Industry
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      Srinivasan, Suraj, Iris Leung, and Quinn Pitcher. "Bata versus Relaxo—Analyzing Performance." Harvard Business School Case 119-050, December 2018.
      • 2018
      • Article

      Insight into Gender Differences in STEM: Evidence from Peer Reviews in an Engineering Class

      By: Jacqueline N. Lane, Bruce Ankenman and Seyed Iravani
      As the service industry moves toward self-service, peer feedback serves a critical role in this shift for educational services. Peer feedback is a process by which students provide feedback to each other. One of its major benefits is that it enables students to become... View Details
      Keywords: Peer Review; Peer Feedback; STEM Education; Anonymity; Education; Gender; Education Industry
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      Lane, Jacqueline N., Bruce Ankenman, and Seyed Iravani. "Insight into Gender Differences in STEM: Evidence from Peer Reviews in an Engineering Class." Service Science 10, no. 4 (2018): 442–456.
      • September 2018
      • Article

      Discretionary Task Ordering: Queue Management in Radiological Services

      By: Maria Ibanez, Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
      Work-scheduling research typically prescribes task sequences implemented by managers. Yet employees often have discretion to deviate from their prescribed sequence. Using data from 2.4 million radiological diagnoses, we find that doctors prioritize similar tasks... View Details
      Keywords: Discretion; Scheduling; Queue; Healthcare; Learning; Experience; Decentralization; Operations; Service Operations; Service Delivery; Performance; Performance Effectiveness; Performance Efficiency; Performance Improvement; Performance Productivity; Decisions; Time Management; Cost vs Benefits; Health Industry
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      Ibanez, Maria, Jonathan R. Clark, Robert S. Huckman, and Bradley R. Staats. "Discretionary Task Ordering: Queue Management in Radiological Services." Management Science 64, no. 9 (September 2018): 4389–4407. (Working paper available here. Winner of the 2017 Best Paper Competition of the POMS College of Healthcare Operations Management. Featured in Forbes, Quartz, and Inc.)
      • 2018
      • Working Paper

      Some Facts of High-Tech Patenting

      By: Michael Webb, Nick Short, Nicholas Bloom and Josh Lerner
      Patenting in software, cloud computing, and artificial intelligence has grown rapidly in recent years. Such patents are acquired primarily by large U.S. technology firms such as IBM, Microsoft, Google, and HP, as well as by Japanese multinationals such as Sony, Canon,... View Details
      Keywords: Patents; Applications and Software; Technological Innovation; United States
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      Webb, Michael, Nick Short, Nicholas Bloom, and Josh Lerner. "Some Facts of High-Tech Patenting." Harvard Business School Working Paper, No. 19-014, August 2018. (NBER Working Paper Series, No. 24793, July 2018.)
      • May 2017
      • Supplement

      Boston Children's Hospital Process Map Video

      By: Robert S. Kaplan and Mary Witkowski
      The 13 minute video simulates a discussion among orthopedic surgeons and cast room technicians about the processes and resources used when applying long leg casts for patients. The video should be used when teaching Boston Children’s Hospital (Abridged) case, #914-407,... View Details
      Keywords: Activity Based Costing; Healthcare Costing; Process Maps; Activity Based Costing and Management; Health Care and Treatment
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      Kaplan, Robert S., and Mary Witkowski. "Boston Children's Hospital Process Map Video." Harvard Business School Multimedia/Video Supplement 117-703, May 2017.
      • 2017
      • Chapter

      Corporate Moral Agency, Positive Duties, and Purpose

      By: Nien-hê Hsieh
      A long-standing question in business ethics is whether business enterprises are themselves moral agents with distinct moral responsibilities. To date, the debate about corporate moral agency has focused on responsibility for past wrongdoing that involves violating... View Details
      Keywords: Corporate Social Responsibility and Impact; Moral Sensibility; Mission and Purpose
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      Hsieh, Nien-hê. "Corporate Moral Agency, Positive Duties, and Purpose." In The Moral Responsibility of Firms, edited by Eric Orts and N. Craig Smith. Oxford University Press, 2017.
      • 2017
      • Article

      Making Transparency Transparent: The Evolution of Observation in Management Theory

      By: Ethan Bernstein
      Observation is key to management scholarship and practice. Yet a holistic view of its role in management has been elusive, in part due to shifting terminology. The current popularity of the term “transparency” provides the occasion for a thorough review, which finds... View Details
      Keywords: Transparency; Privacy; Observation; Tracking; Monitoring; Surveillance; Learning; Control; Disclosure; Process Visibility; Organizations; Theory; Information Technology; Relationships; Measurement and Metrics; Management Practices and Processes; Leadership; Law; Knowledge; Human Resources; Communication
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      Bernstein, Ethan. "Making Transparency Transparent: The Evolution of Observation in Management Theory." Academy of Management Annals 11, no. 1 (2017): 217–266.
      • February 2016 (Revised September 2017)
      • Case

      Mohamed Azab and Seha Capital

      By: Richard G. Hamermesh and Sarah McAra
      In January 2011, Mohamed Azab, founder and CEO of health care investment firm Seha Capital, made his first health care investment in Hassab Labs, a diagnostic lab in Alexandria, Egypt. Weeks later, a revolution erupted across the country as the Arab Spring swept... View Details
      Keywords: Health Care; Health; Pan-Africa; Health Care Investment; Financing; Developing World; Entrepreneurship; Health Care and Treatment; Investment; Financing and Loans; Developing Countries and Economies; Egypt; Africa
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      Hamermesh, Richard G., and Sarah McAra. "Mohamed Azab and Seha Capital." Harvard Business School Case 816-066, February 2016. (Revised September 2017.)
      • January 2016
      • Case

      Open Innovation at Fujitsu (A)

      By: Amy C. Edmondson and Jean-François Harvey
      This case study examines the open innovation journey at Fujitsu, a global information and communication technology company. The case ends with the location decision between Tokyo, Japan, downtown San Francisco or Sunnyvale, California, regarding establishing a small... View Details
      Keywords: Open Innovation; Collaboration; Culture Change; Leadership; Japan; United States; Inter-organizational Relationships; Teaming; Maker Movement; Nascent Industries; Change Management; Leading Change; Organizational Culture; Emerging Markets; Collaborative Innovation and Invention; Information Technology Industry; Technology Industry; Sunnyvale; Tokyo; San Francisco
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      Edmondson, Amy C., and Jean-François Harvey. "Open Innovation at Fujitsu (A)." Harvard Business School Case 616-034, January 2016.
      • January 2016
      • Case

      Haiti Hope: Innovating the Mango Value Chain

      By: Amy C. Edmondson and Jean-François Harvey
      This case study examines a market-based approach to economic development through the eyes of NGO TechnoServe's project manager, implementing a US$9.5 million five-year public-private partnership between Coca-Cola, IDB, and USAID. The case ends at the beginning of the... View Details
      Keywords: Sustainability; Economic Development; Corporate Social Responsibility; Emerging Country; Teaming; Public-private Partnership; Inter-organizational Relationships; Collaboration; Strategy Implementation; Agricultural Commodity; Plant-Based Agribusiness; Public Sector; Supply Chain Management; Customer Value and Value Chain; Corporate Social Responsibility and Impact; Learning; Partners and Partnerships; Private Sector; Developing Countries and Economies; Social Enterprise; Food and Beverage Industry; Agriculture and Agribusiness Industry; Haiti
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      Edmondson, Amy C., and Jean-François Harvey. "Haiti Hope: Innovating the Mango Value Chain." Harvard Business School Case 616-040, January 2016.
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