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      • March 2022
      • Article

      From Proprietary to Collective Governance: How Do Platform Participation Strategies Evolve?

      By: Siobhan O'Mahony and Rebecca Karp
      When platform leaders change the rules guiding who can access and control a platform, the strategies of those who create value from the platform can be upended. Little research examines how platform participants adapt their strategies when a platform leader changes the...  View Details
      Keywords: Platform Governance; Access; Crowdsourcing; Applications and Software; Employees; Leadership Style; Cybersecurity; Risk Management
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      O'Mahony, Siobhan, and Rebecca Karp. "From Proprietary to Collective Governance: How Do Platform Participation Strategies Evolve?" Strategic Management Journal 43, no. 3 (March 2022): 530–562.
      • February 2022 (Revised March 2022)
      • Case

      National Electric Vehicles Sweden (NEVS): Materializing a Vision

      By: Shane Greenstein and Elena Corsi
      In 2021, the car manufacturer National Electric Vehicle Sweden (NEVS) faced the challenge of securing funding from its investor to launch an innovative mobility solution based on fleets of shared autonomous driving (AD) cars. The system was complex as it required the...  View Details
      Keywords: Autonomous Vehicles; Product Design; Sustainable Cities; Transportation Networks; Auto Industry; Sweden; Europe
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      Greenstein, Shane, and Elena Corsi. "National Electric Vehicles Sweden (NEVS): Materializing a Vision." Harvard Business School Case 622-076, February 2022. (Revised March 2022.)
      • 2022
      • Chapter

      The Servicification of the U.S. Economy: The Role of Startups versus Incumbent Firms

      By: Mercedes Delgado, J. Daniel Kim and Karen G. Mills
      Over the last few decades, the U.S. economy has exhibited a significant shift from manufacturing towards services. This transition has been particularly prominent in an important subcategory of services industries that drives innovation and employs many high-wage...  View Details
      Keywords: Servicification; Supply Chain Industries; STEM Labor; Innovation; Growth; Entrepreneurship; Innovation and Invention; Economic Growth; Policy; Service Industry; United States
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      Delgado, Mercedes, J. Daniel Kim, and Karen G. Mills. "The Servicification of the U.S. Economy: The Role of Startups versus Incumbent Firms." In The Role of Innovation and Entrepreneurship in Economic Growth, edited by Michael J. Andrews, Aaron Chatterji, Josh Lerner, and Scott Stern. University of Chicago Press, 2022.
      • January 2022 (Revised February 2022)
      • Case

      Introducing EVA at ISS: A Better Way to Evaluate CEO Performance and Compensation?

      By: Jonas Heese, Charles C.Y. Wang and James Weber
      In early 2019, Anthony Campagna, the global director of fundamental research at ISS EVA, a unit of the proxy advisory firm Institutional Shareholder Services (ISS), was preparing to release ISS's analyses of public company performance and CEO compensation ahead of Say...  View Details
      Keywords: Jobs and Positions; Compensation and Benefits; Performance; Performance Productivity; Measurement and Metrics; Analytics and Data Science; Value; Business or Company Management; Performance Evaluation; Business and Shareholder Relations
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      Heese, Jonas, Charles C.Y. Wang, and James Weber. "Introducing EVA at ISS: A Better Way to Evaluate CEO Performance and Compensation?" Harvard Business School Case 122-061, January 2022. (Revised February 2022.)
      • 2021
      • Article

      How Top Managers Use the Entrepreneurial Gap to Drive Strategic Change

      By: Robert L. Simons and Antonio Davila
      Prior research provides strong evidence for the association between business strategy and the design and use of management control systems. We complement this research by examining the role of management control systems in situations of strategic change. We report the...  View Details
      Keywords: Management Control Systems; Accountability; Strategic Change; Organization Change And Adaptation; Organizational Performance; Management Systems; Organizational Structure; Corporate Accountability; Organizational Change and Adaptation; Performance
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      Simons, Robert L., and Antonio Davila. "How Top Managers Use the Entrepreneurial Gap to Drive Strategic Change." European Accounting Review 30, no. 4 (2021): 583–609.
      • August 2021
      • Article

      Improving Sales Hiring

      By: Frank V. Cespedes
      Sales hiring presents inherent challenges not found to the same extent in talent management in other functional areas. Moreover, common hiring practices make a tough job needlessly harder. This article suggests practical ways to improve sales hiring: Hire for the Task,...  View Details
      Keywords: Sales; Selection and Staffing
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      Cespedes, Frank V. "Improving Sales Hiring." Top Sales Magazine (August 2021), 20–21.
      • July 2021
      • Supplement

      CIAM: Home-Grown Shareholder Activism in France (B)

      By: Charles C.Y. Wang, Tonia Labruyere and Vincent Dessain
      This case is a complement to CIAM: Home-Grown Shareholder Activism in France (A) and describes the events after CIAM learned about a potential misuse of corporate assets at Altice/SFR.  View Details
      Keywords: Corporate Governance; Valuation; Investment Activism; Accounting; Strategy; Financial Services Industry; France
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      Wang, Charles C.Y., Tonia Labruyere, and Vincent Dessain. "CIAM: Home-Grown Shareholder Activism in France (B)." Harvard Business School Supplement 121-078, July 2021.
      • Summer 2021
      • Article

      Platform Leadership and Supply Chains: Intel, Centrino, and the Restructuring of Wi-Fi Supply

      By: Roberto Fontana and Shane Greenstein
      In this paper we examine Intel’s launch of Centrino and interpret it as platform leaders attempt to restructure a supply chain. We provide a narrative of key actions and how they coordinated changes and offer a framework of the predictable consequences for...  View Details
      Keywords: Mobile and Wireless Technology; Product Launch; Supply Chain; Restructuring; Framework
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      Fontana, Roberto, and Shane Greenstein. "Platform Leadership and Supply Chains: Intel, Centrino, and the Restructuring of Wi-Fi Supply." Journal of Economics & Management Strategy 30, no. 2 (Summer 2021): 259–286.
      • 2022
      • Working Paper

      Hate Crime Increases with Minoritized Group Rank

      By: Mina Cikara, Vasiliki Fouka and Marco Tabellini
      People are on the move in unprecedented numbers within and between countries. How does demographic change affect local intergroup dynamics? In complement to accounts that emphasize stereotypical features of groups as determinants of their treatment, we propose the...  View Details
      Keywords: Prejudice; Minority; Hate Crimes; Reference Dependence; Demographics; Rank and Position; Prejudice and Bias; Crime and Corruption
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      Cikara, Mina, Vasiliki Fouka, and Marco Tabellini. "Hate Crime Increases with Minoritized Group Rank." Harvard Business School Working Paper, No. 21-075, December 2020. (Revised February 2022. Permanent link here. Conditionally accepted at Nature of Human Behaviour.)
      • 2021
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

      Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of...  View Details

      Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
      • August 2020 (Revised November 2020)
      • Case

      Gogoro: From Electric Scooter to Energy Platform

      By: Tarun Khanna and Billy Chan
      The founder of Gogoro had always wanted to revolutionize the energy market from day one since he started the electric scooter business that featured an innovative battery swapping technology. Over the course of five years, he had developed a premium line of electric...  View Details
      Keywords: Entrepreneurship; Information Technology; Energy; Organizational Change and Adaptation; Strategy; Taiwan
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      Khanna, Tarun, and Billy Chan. "Gogoro: From Electric Scooter to Energy Platform." Harvard Business School Case 721-379, August 2020. (Revised November 2020.)
      • August 2020
      • Article

      Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation

      By: Prithwiraj Choudhury, Evan Starr and Rajshree Agarwal
      The use of machine learning (ML) for productivity in the knowledge economy requires considerations of important biases that may arise from ML predictions. We define a new source of bias related to incompleteness in real time inputs, which may result from strategic...  View Details
      Keywords: Machine Learning; Bias; Human Capital; Management; Strategy
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      Choudhury, Prithwiraj, Evan Starr, and Rajshree Agarwal. "Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation." Strategic Management Journal 41, no. 8 (August 2020): 1381–1411.
      • July 2020
      • Teaching Plan

      Social Determinants of Health at Boston Medical Center

      By: Susanna Gallani
      This teaching plan is complemented by slides (HBP 121-015) and a board plan (HBP 121-016) that are available through the HBP website.  View Details
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      Gallani, Susanna. "Social Determinants of Health at Boston Medical Center." Harvard Business School Teaching Plan 121-014, July 2020.
      • Article

      Oracle Efficient Private Non-Convex Optimization

      By: Seth Neel, Aaron Leon Roth, Giuseppe Vietri and Zhiwei Steven Wu
      One of the most effective algorithms for differentially private learning and optimization is objective perturbation. This technique augments a given optimization problem (e.g. deriving from an ERM problem) with a random linear term, and then exactly solves it....  View Details
      Keywords: Machine Learning; Algorithms; Objective Perturbation; Mathematical Methods
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      Neel, Seth, Aaron Leon Roth, Giuseppe Vietri, and Zhiwei Steven Wu. "Oracle Efficient Private Non-Convex Optimization." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
      • June 2020
      • Case

      TransDigm: The Acquisition of Aerosonic Corp.

      By: Benjamin C. Esty and Daniel W. Fisher
      In April 2013, TransDigm, a company that manufactured a wide range of highly engineered aerospace parts for both military and commercial aircraft, announced an agreement to acquire Aerosonic Corporation for $39 million in cash (1.2 times Aerosonic’s sales of $31...  View Details
      Keywords: Mergers and Acquisitions; Growth Management; Business Strategy; Competitive Strategy; Value Creation; Valuation; Negotiation; Cash Flow; Contracts; Aerospace Industry; Air Transportation Industry; United States
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      Esty, Benjamin C., and Daniel W. Fisher. "TransDigm: The Acquisition of Aerosonic Corp." Harvard Business School Case 720-480, June 2020.
      • May 2020 (Revised June 2020)
      • Case

      TransDigm's Acquisition and Integration of Arkwin Industries

      By: Benjamin C. Esty and Daniel W. Fisher
      In May 2013, TransDigm, a company that manufactured a wide range of highly engineered aerospace parts for both military and civilian aircraft, announced it was buying Arkwin Industries for $286 million in cash (3 times Arkwin’s sales of $91 million). Having acquired...  View Details
      Keywords: Business Model; Value Creation; Strategy; Acquisition; Integration; Talent and Talent Management; Aerospace Industry
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      Esty, Benjamin C., and Daniel W. Fisher. "TransDigm's Acquisition and Integration of Arkwin Industries." Harvard Business School Case 720-467, May 2020. (Revised June 2020.)
      • 2021
      • Working Paper

      Hunting for Talent: Firm-driven Labor Market Search in the United States

      By: Rembrand Koning, Sharique Hasan and Ines Black
      This article analyzes the phenomenon of firm-driven labor market search—or outbound recruiting—where recruiters are increasingly “hunting for talent” rather than passively relying on workers to search for and apply to job vacancies. Our research methodology leverages...  View Details
      Keywords: Hiring; Referrals; Outbound Recruiting; Labor Markets; Selection and Staffing; Networks; Recruitment; Strategy; United States
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      Koning, Rembrand, Sharique Hasan, and Ines Black. "Hunting for Talent: Firm-driven Labor Market Search in the United States." SSRN Working Paper Series, No. 3576498, September 2021.
      • September 2019
      • Supplement

      Cooking Down a Storm: Changing Culture at Pasta Serafina (B)

      By: Susanna Gallani, Francesca Gino and Raffaella Sadun
      The case complements Pasta Serafina (A) by describing the aftermath of a town hall meeting in which management had publicly denounced the absenteeism problem and challenged the employees to find a solution. In spite of the initial mistrust against management, the fear...  View Details
      Keywords: Absenteeism; Employees; Behavior; Organizational Culture; Organizational Change and Adaptation
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      Gallani, Susanna, Francesca Gino, and Raffaella Sadun. "Cooking Down a Storm: Changing Culture at Pasta Serafina (B)." Harvard Business School Supplement 120-014, September 2019.
      • September 2019
      • Supplement

      Accounting Fraud at Tesco Stores (B)

      By: Jonas Heese, Suraj Srinivasan and Julia Kelley
      This case serves as a complement to the case "Accounting Fraud at Tesco Stores (A)".  View Details
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      Heese, Jonas, Suraj Srinivasan, and Julia Kelley. "Accounting Fraud at Tesco Stores (B)." Harvard Business School Supplement 120-033, September 2019.
      • September 2019
      • Supplement

      Accounting Fraud at Tesco Stores (C)

      By: Jonas Heese, Suraj Srinivasan and Julia Kelley
      This case serves as a complement to the case "Accounting Fraud at Tesco Stores (A)".  View Details
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      Heese, Jonas, Suraj Srinivasan, and Julia Kelley. "Accounting Fraud at Tesco Stores (C)." Harvard Business School Supplement 120-034, September 2019.
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