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Publications

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    • Faculty Publications  (77)

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    • All HBS Web  (275)
      • Faculty Publications  (77)

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      • June 2024
      • Article

      Rationalizing Outcomes: Interdependent Learning in Competitive Markets

      By: Anoop R. Menon and Dennis Yao
      In this article we use simulation models to explore interdependent learning in competitive markets. Such interactions require attention to both the mental representations held by the management of the focal firm as well as the beliefs of that management about the... View Details
      Keywords: Mental Models; Strategic Interactions; Rationalization; Explanation-based View; Competition
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      Menon, Anoop R., and Dennis Yao. "Rationalizing Outcomes: Interdependent Learning in Competitive Markets." Strategy Science 9, no. 2 (June 2024): 97–117.
      • March–April 2024
      • Article

      How Fast Should Your Company Really Grow?

      By: Gary P. Pisano
      Growth—in revenues and profits—is the yardstick by which the competitive fitness and health of organizations is measured. Consistent profitable growth is thus a near universal goal for leaders—and an elusive one.

      To achieve that goal, companies need a growth... View Details
      Keywords: Growth and Development Strategy; Growth Management; Business Growth and Maturation; Business Strategy; Organizational Culture
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      Pisano, Gary P. "How Fast Should Your Company Really Grow?" Harvard Business Review 102, no. 2 (March–April 2024): 38–45.
      • 2023
      • Working Paper

      Estimating Productivity in the Presence of Spillovers: Firm-Level Evidence from the U.S. Production Network

      By: Ebehi Iyoha
      This paper examines the extent to which productivity gains are transmitted across U.S. firms through buyer-supplier relationships. Many empirical studies measure firm-to-firm spillovers using firm-level productivity estimates derived from control function approaches.... View Details
      Keywords: Supply and Industry; Partners and Partnerships; Production
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      Iyoha, Ebehi. "Estimating Productivity in the Presence of Spillovers: Firm-Level Evidence from the U.S. Production Network." Harvard Business School Working Paper, No. 24-033, December 2023. (Winner of the Young Economists' Essay Award at the 2021 Annual Conference of the European Association for Research in Industrial Economics (EARIE))
      • November 2023
      • Article

      Coalition Cascades: The Politics of Tipping Points in Clean Energy Transitions

      By: Jonas Meckling and Nicholas Goedeking
      Policy change often involves multiple policy subsystems, as in the case of clean energy transitions. We argue that trans- subsystem policy feedback is a central dynamic in policy change across subsystems. Policy in one subsystem creates ... View Details
      Keywords: Policy; Transition; Energy Sources; System
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      Meckling, Jonas, and Nicholas Goedeking. "Coalition Cascades: The Politics of Tipping Points in Clean Energy Transitions." Policy Studies Journal 51, no. 4 (November 2023): 715–739.
      • March 2023
      • Article

      Not from Concentrate: Collusion in Collaborative Industries

      By: Jordan M. Barry, John William Hatfield, Scott Duke Kominers and Richard Lowery
      The chief principle of antitrust law and theory is that reducing market concentration—having more, smaller firms instead of fewer, bigger ones—reduces anticompetitive behavior. We demonstrate that this principle is fundamentally incomplete.

      In many... View Details
      Keywords: Antitrust; Antitrust Law; Antitrust Theory; Law And Economics; Collusion; Collaboration; Collaborative Industries; Regulation; "Repeated Games"; IPOs; Initial Public Offerings; Underwriters; Real Estate; Real Estate Agents; Realtors; Syndicated Markets; Syndication; Brokers; Market Concentration; Competition; Law; Economics; Collaborative Innovation and Invention; Governing Rules, Regulations, and Reforms; Game Theory; Initial Public Offering
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      Barry, Jordan M., John William Hatfield, Scott Duke Kominers, and Richard Lowery. "Not from Concentrate: Collusion in Collaborative Industries." Iowa Law Review 108, no. 3 (March 2023): 1089–1148.
      • February 2023
      • Module Note

      Illiberalism and Interdependence

      By: Meg Rithmire
      This module note explains the themes of Illiberalism and Interdependence, the cases and readings used to teach these themes, and how the themes fit into the MITI course. After decades of international political economy scholarship focusing on the impact of rules, there... View Details
      Keywords: International Relations; Globalized Economies and Regions; Business and Government Relations; National Security; Economic Systems
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      Rithmire, Meg. "Illiberalism and Interdependence." Harvard Business School Module Note 723-032, February 2023.
      • 2023
      • Working Paper

      Job Design and Workers’ Wellbeing: Evidence from a Hospital Setting

      By: Susanna Gallani and Jacob Riegler
      This study examines the relationship between job design imbalance and workers’ well-being. We build on Simons (2005) framework for the design of high-performing jobs and develop a survey instrument to capture workers’ perceptions of their job design and work... View Details
      Keywords: Well-being; Job Design and Levels; Working Conditions; Perception; Work-Life Balance; Health Industry
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      Gallani, Susanna, and Jacob Riegler. "Job Design and Workers’ Wellbeing: Evidence from a Hospital Setting." Working Paper, January 2023.
      • January 2023
      • Article

      Psychological Safety Comes of Age: Observed Themes in an Established Literature

      By: Amy C. Edmondson and Derrick P. Bransby
      Since its renaissance in the 1990s, psychological safety research has flourished—a boom motivated by recognition of the challenge of navigating uncertainty and change. Today, its theoretical and practical significance is amplified by the increasingly complex and... View Details
      Keywords: Safety; Risk and Uncertainty; Leadership; Working Conditions; Research; Performance; Learning; Organizational Culture
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      Edmondson, Amy C., and Derrick P. Bransby. "Psychological Safety Comes of Age: Observed Themes in an Established Literature." Annual Review of Organizational Psychology and Organizational Behavior 10 (January 2023): 55–78.
      • December 2022 (Revised February 2025)
      • Module Note

      How Do You Compete and Cooperate? Understanding Strategic Interactions

      By: Jorge Tamayo
      This module examines how firms interact strategically, both competitively and cooperatively, as they create and capture value. Although the module focuses on strategic interactions between competitors, an organization's relationships with buyers, suppliers, and... View Details
      Keywords: Competitive Strategy; Cooperation; Value Creation; Business and Stakeholder Relations
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      Tamayo, Jorge. "How Do You Compete and Cooperate? Understanding Strategic Interactions." Harvard Business School Module Note 723-406, December 2022. (Revised February 2025.)
      • Fall 2022
      • Article

      China's Political Economy and International Backlash: From Interdependence to Security Dilemma Dynamics

      By: Margaret Pearson, Meg Rithmire and Kellee Tsai
      Contrary to expectations that economic interdependence might lessen security conflict between China and the U.S. and its allies, much of the contestation between China and several OECD countries has focused on firms and economic links. This paper explains the... View Details
      Keywords: Globalized Markets and Industries; Government and Politics; Information Technology; China
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      Pearson, Margaret, Meg Rithmire, and Kellee Tsai. "China's Political Economy and International Backlash: From Interdependence to Security Dilemma Dynamics." International Security 47, no. 2 (Fall 2022): 135–176.
      • 2022
      • Chapter

      Coordinating Marketing and Sales in B2B Organizations

      By: Frank V. Cespedes
      This Handbook is targeted at academics and graduate students who want an overview of the academic state of the business-to-business marketing domain and at B2B practitioners who want to be aware of the current state of knowledge in their domains. This chapter examines... View Details
      Keywords: B2B Marketing; Marketing
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      Cespedes, Frank V. "Coordinating Marketing and Sales in B2B Organizations." Chap. 7 in Handbook of Business-to-Business Marketing. 2nd ed. Edited by Gary L. Lilien, J. Andrew Petersen, and Stefan Wuyts, 117–137. Edward Elgar Publishing, 2022.
      • March 2022
      • Teaching Note

      Farfetch: Digital Transformation for Luxury Brands

      By: Jill Avery and Sunil Gupta
      Teaching Note for HBS Case No. 522-051. Farfetch, a global luxury technology platform and digital marketplace had been surfing the wave of digital transformation in the luxury fashion industry since 2008. While the company’s stock price and market valuation had... View Details
      Keywords: Brand Management; Retailing; Two Sided Markets; SaaS; Online Marketing; Marketing; Marketing Channels; Brands and Branding; Luxury; Digital Transformation; E-commerce; Digital Marketing; Retail Industry; Fashion Industry; London; United Kingdom; Portugal
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      Avery, Jill, and Sunil Gupta. "Farfetch: Digital Transformation for Luxury Brands." Harvard Business School Teaching Note 522-061, March 2022.
      • December 2021
      • Article

      Entrepreneurial Learning and Strategic Foresight

      By: Aticus Peterson and Andy Wu
      We study how learning by experience across projects affects an entrepreneur's strategic foresight. In a quantitative study of 314 entrepreneurs across 722 crowdfunded projects supplemented with a program of qualitative interviews, we counterintuitively find that... View Details
      Keywords: Crowdfunding; Experience; Prediction; Timeline; Complexity; Entrepreneurship; Learning; Experience and Expertise; Forecasting and Prediction
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      Peterson, Aticus, and Andy Wu. "Entrepreneurial Learning and Strategic Foresight." Art. 1. Strategic Management Journal 42, no. 13 (December 2021): 2357–2388. (Lead article.)
      • November 2021 (Revised December 2022)
      • Case

      Farfetch: Digital Transformation for Luxury Brands

      By: Sunil Gupta, Jill Avery, Elena Corsi and Federica Gabrieli
      Farfetch, a global luxury technology platform and digital marketplace had been surfing the wave of digital transformation in the luxury fashion industry since 2008. While the company’s stock price and market valuation had fluctuated since its IPO in 2018, it had... View Details
      Keywords: Digital Marketing; Marketplaces; Retailing; Internet Marketing; E-Commerce Strategy; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Luxury; Growth and Development Strategy; Digital Transformation; E-commerce; Apparel and Accessories Industry; Beauty and Cosmetics Industry; Fashion Industry; Retail Industry; Web Services Industry; Technology Industry; United Kingdom; Europe; Portugal; China
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      Gupta, Sunil, Jill Avery, Elena Corsi, and Federica Gabrieli. "Farfetch: Digital Transformation for Luxury Brands." Harvard Business School Case 522-051, November 2021. (Revised December 2022.)
      • Article

      Don't Let Power Corrupt You

      By: Julie Battilana and Tiziana Casciaro
      Although power is essential to taking charge and driving change, it makes leaders vulnerable to two traps that can not only erode their own effectiveness but also undermine their teams. Hubris—the excessive pride and self-confidence that can come with power—causes... View Details
      Keywords: Humility; Empathy; Hubris; Leadership; Power and Influence; Moral Sensibility; Performance Effectiveness
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      Battilana, Julie, and Tiziana Casciaro. "Don't Let Power Corrupt You." Harvard Business Review 99, no. 5 (September–October 2021): 94–101.
      • 2021
      • Working Paper

      Entrepreneurial Learning and Strategic Foresight

      By: Aticus Peterson and Andy Wu
      We study how learning by experience across projects affects an entrepreneur's strategic foresight. In a quantitative study of 314 entrepreneurs across 722 crowdfunded projects supplemented with a program of qualitative interviews, we counterintuitively find that... View Details
      Keywords: Experience; Interdependency; Strategic Foresight; Crowdfunding; Timeline; Delay; Forecasting; Entrepreneurship; Learning; Complexity; Forecasting and Prediction; Product Development; Planning
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      Peterson, Aticus, and Andy Wu. "Entrepreneurial Learning and Strategic Foresight." Harvard Business School Working Paper, No. 21-123, January 2021. (Revised May 2021.)
      • January 2021
      • Article

      Machine Learning for Pattern Discovery in Management Research

      By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
      Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details
      Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning
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      Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
      • Summer 2020
      • Article

      Is It Time to Rethink Globalized Supply Chains?: The COVID-19 Pandemic Should Be a Wake-up Call for Managers and Prompt Them to Consider Actions That Will Improve Their Resilience to Future Shocks

      By: Willy C. Shih
      The COVID-19 pandemic has exposed the complex interdependencies of globalized supply chains. While these global multistage production networks had spread during a relatively benign environment of falling trade barriers and increasing interdependencies among countries,... View Details
      Keywords: Supply Chains; Pandemic; Resilience; Supply Chain Management; Supply Chain; Global Range; Health Pandemics; Disruption; System Shocks; Crisis Management; Manufacturing Industry; United States; Asia; Europe; China
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      Shih, Willy C. "Is It Time to Rethink Globalized Supply Chains? The COVID-19 Pandemic Should Be a Wake-up Call for Managers and Prompt Them to Consider Actions That Will Improve Their Resilience to Future Shocks." MIT Sloan Management Review 61, no. 4 (Summer 2020): 16–18.
      • July 2020
      • Article

      The Role of Interdependence in the Microfoundations of Organization Design: Task, Goal, and Knowledge Interdependence

      By: Marlo Raveendran (formerly Goetting), Luciana Silvestri and Ranjay Gulati
      Interdependence is a core concept in organization design, yet one that has remained consistently understudied. Current notions of interdependence remain rooted in seminal works, produced at a time when managers’ near-perfect understanding of the task at hand drove the... View Details
      Keywords: Interdependence; Organizational Behavior; Work Design; Organizational Design; Goals and Objectives; Knowledge Sharing
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      Raveendran (formerly Goetting), Marlo, Luciana Silvestri, and Ranjay Gulati. "The Role of Interdependence in the Microfoundations of Organization Design: Task, Goal, and Knowledge Interdependence." Academy of Management Annals 14, no. 2 (July 2020): 828–868.
      • 2020
      • Working Paper

      Draw Near to Go Far: The Role of Convergence in Capitalizing on Exploration

      By: Carolyn Fu
      Organizations are often advised to engage heavily in exploration in order to succeed – to cast a wide net for diverse solutions that are superior to what they currently exploit. However, what is the organization to do when the fruits of its exploration are inconsistent... View Details
      Keywords: Problems and Challenges; Learning; Knowledge Acquisition; Decision Choices and Conditions
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      Fu, Carolyn. "Draw Near to Go Far: The Role of Convergence in Capitalizing on Exploration." Working Paper, April 2020.
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