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  • 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.
  • 02 Sep 2011
  • Working Paper Summaries

First-Party Content, Commitment and Coordination in Two-Sided Markets

Keywords: by Andrei Hagiu & Daniel Spulber
  • Research Summary

Interfirm Alliances as Mechanisms to Access and Exploit Technological Capabilities

How do firms choose alliance partners, and how do alliances affect the subsequent evolution of partners' technological capabilities? Silverman is examining how pre-alliance 'technological overlap' between firms influences partner selection. He is also examining... View Details
  • December 2015
  • Article

Entrepreneurial Imagination and a Demand and Supply-side Perspective on the MNE and Cross-border Organization

By: Geoffrey Jones and Christos Pitelis
This article explores the role of entrepreneurial imagination on the international expansion of multinational enterprises. The focus is on supply- and demand-side factors that help explicate cross-border expansion. The article explores how appropriability-informed and... View Details
Keywords: Imagination; Globalization; History; Entrepreneurship; Multinational Firms and Management; Africa; Asia; Europe; North and Central America
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Jones, Geoffrey, and Christos Pitelis. "Entrepreneurial Imagination and a Demand and Supply-side Perspective on the MNE and Cross-border Organization." Journal of International Management 21, no. 4 (December 2015): 309–321.
  • 11 Jun 2013
  • Working Paper Summaries

Measurement Errors of Expected Returns Proxies and the Implied Cost of Capital

Keywords: by Charles C.Y. Wang
  • July 2007 (Revised March 2009)
  • Case

Berkshire Partners: Purchase of Rival Company (A)

Berkshire Partners, a private equity firm in Boston, was pleased with their recent investment in the Holmes Group, a home comfort consumer electronics company. The portfolio company was exceeding key financial targets and Berkshire Partners was confident that it would... View Details
Keywords: Private Equity; Capital Structure; Decision Choices and Conditions; Investment; Acquisition; Financial Services Industry; Boston
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El-Hage, Nabil N., Andre Baillargeon, and Stephen Parks. "Berkshire Partners: Purchase of Rival Company (A)." Harvard Business School Case 208-023, July 2007. (Revised March 2009.)
  • March 2001
  • Article

Strategy and the Internet

By: M. E. Porter
Many of the pioneers of Internet business, both dot-coms and established companies, have competed in ways that violate nearly every precept of good strategy. Rather than focus on profits, they have chased customers indiscriminately through discounting, channel... View Details
Keywords: Strategy; Online Technology
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Porter, M. E. "Strategy and the Internet." Harvard Business Review 79, no. 3 (March 2001): 62–78.
  • 2024
  • Working Paper

Demographically Biased Technological Change

By: Victor Manuel Bennett, John-Paul Ferguson, Masoomeh Kalantari and Rembrand Koning
Who gets the jobs that automation creates? A consensus has begun to emerge that said technologies complement rather than substitute for labor. However, they also shift the demand for specific types of skills and other worker competencies. Such shifts imply unequal... View Details
Keywords: Technological Innovation; Employment; Equality and Inequality; Demographics
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Bennett, Victor Manuel, John-Paul Ferguson, Masoomeh Kalantari, and Rembrand Koning. "Demographically Biased Technological Change." Working Paper, June 2024.
  • 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.)
  • 2008
  • Working Paper

Opening Platforms: How, When and Why?

By: Thomas R. Eisenmann, Geoffrey Parker and Marshall Van Alstyne
Platform-mediated networks encompass several distinct types of participants, including end users, complementors, platform providers who facilitate users' access to complements, and sponsors who develop platform technologies. Each of these roles can be opened-that... View Details
Keywords: Decision Choices and Conditions; Governance Controls; Market Participation; Digital Platforms
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Eisenmann, Thomas R., Geoffrey Parker, and Marshall Van Alstyne. "Opening Platforms: How, When and Why?" Harvard Business School Working Paper, No. 09-030, September 2008.
  • Article

Mitigating Bias in Adaptive Data Gathering via Differential Privacy

By: Seth Neel and Aaron Leon Roth
Data that is gathered adaptively—via bandit algorithms, for example—exhibits bias. This is true both when gathering simple numeric valued data—the empirical means kept track of by stochastic bandit algorithms are biased downwards—and when gathering more complicated... View Details
Keywords: Bandit Algorithms; Bias; Analytics and Data Science; Mathematical Methods; Theory
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Neel, Seth, and Aaron Leon Roth. "Mitigating Bias in Adaptive Data Gathering via Differential Privacy." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
  • 2009
  • Working Paper

Anticommons and Optimal Patent Policy in a Model of Sequential Innovation

By: Gaston Llanes and Stefano Trento
We present a model of sequential innovation in which an innovator uses several research inputs to invent a new good. These inputs, in turn, must be invented before they can be used by the final innovator. As a consequence, the degree of patent protection affects the... View Details
Keywords: Cost; Revenue; Policy; Innovation and Invention; Patents; Research; Motivation and Incentives
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Llanes, Gaston, and Stefano Trento. "Anticommons and Optimal Patent Policy in a Model of Sequential Innovation." Harvard Business School Working Paper, No. 09-148, June 2009.
  • 2023
  • Working Paper

LALIGA—From a Soccer Competition Organizer to a Global Player in the Sports and Entertainment Industry

By: Stephen A. Greyser, Kenneth Cortsen and Juan Fuentes Fernández
LALIGA, the first- and second-tier professional soccer league (known as “football” outside of the U.S. and Canada) in Spain, enters its 100th soccer season later this decade. The most popular game in the world (Giulianotti, 2012) has gone through many changes since... View Details
Keywords: Soccer; "Sports Organizations,; Business History; Strategy; Brands and Branding; Technology Adoption; Sports Industry
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Greyser, Stephen A., Kenneth Cortsen, and Juan Fuentes Fernández. "LALIGA—From a Soccer Competition Organizer to a Global Player in the Sports and Entertainment Industry." Harvard Business School Working Paper, No. 24-009, August 2023.
  • March 2022
  • Article

Strategic State Capacity: How States Counter Opposition to Climate Policy

By: Jonas Meckling and Jonas Nahm
When can states implement policies against the opposition from powerful interest groups? Research on state capacity has examined bureaucratic sources of capacity, leaving unexplained why countries with similar levels of bureaucratic capacity vary in goal attainment. We... View Details
Keywords: Power and Influence; Policy; Environmental Regulation
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Meckling, Jonas, and Jonas Nahm. "Strategic State Capacity: How States Counter Opposition to Climate Policy." Comparative Political Studies 55, no. 3 (March 2022): 493–523.
  • 2011
  • Teaching Note

UFIDA (B) (TN)

By: F. Warren McFarlan, Bin Yang and E. Chen
This case highlights the leadership, cultural and organizational structure dimensions of UFIDA. The case begins with Founder/Chairman Wang Wenjing's rags-to-riches story. Then UFIDA's senior and middle management of different backgrounds talk about their leader,... View Details
Keywords: Computer Software; Corporate Vision; Emerging Markets; Leadership; Organizational Structure; China; Applications and Software; China
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McFarlan, F. Warren, Bin Yang, and E. Chen. "UFIDA (B) (TN)." Tsinghua University Teaching Note, 2011.
  • June 2010 (Revised January 2012)
  • Case

Blue Man Group: Creativity, Life and Surviving an Economic Meltdown

In 2008, Blue Man Group's three co-founders are facing the prospect of losing not just a business but a way of life they have built together. The case follows the story of Chris Wink, Matt Goldman, and Phil Stanton as they pursue their creative passion and build the... View Details
Keywords: Arts; Financial Crisis; Entrepreneurship; Crisis Management; Growth and Development Strategy; Brands and Branding; Personal Development and Career; Creativity; Entertainment and Recreation Industry
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Chakravorti, Bhaskar, and Shirley M. Spence. "Blue Man Group: Creativity, Life and Surviving an Economic Meltdown." Harvard Business School Case 810-108, June 2010. (Revised January 2012.)
  • November 2007 (Revised December 2008)
  • Background Note

China Rising: An Economic Snapshot

"China Rising: An Economic Snapshot" provides readers with an overview of China's economic transformation, relying on economic data from a variety of sources. It is organized into three sections: (1) "The Big Picture" explores macroeconomic indicators, as well as those... View Details
Keywords: Developing Countries and Economies; Macroeconomics; Microeconomics; Local Range; Globalized Economies and Regions; Business and Government Relations; China
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Abrami, Regina M., and Weiqi Zhang. "China Rising: An Economic Snapshot." Harvard Business School Background Note 308-064, November 2007. (Revised December 2008.)
  • May 2004 (Revised December 2004)
  • Case

Slingshot Technology, Inc. (B)

By: Lynda M. Applegate and Elizabeth Collins
Slingshot Technology Inc. (STI) is a privately held software start-up founded in 1995 focused on identifying emerging spaces in the IT services industry and partnering with vendors selling promising but unproven technologies in those spaces. The vendors used STI to... View Details
Keywords: Organizational Change and Adaptation; Private Ownership; Opportunities; Partners and Partnerships; Information Technology; Entrepreneurship; Applications and Software; Intellectual Property; Business Startups; Information Technology Industry
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Applegate, Lynda M., and Elizabeth Collins. "Slingshot Technology, Inc. (B)." Harvard Business School Case 804-023, May 2004. (Revised December 2004.)
  • September 6, 2022
  • Article

Creating a Platform for Costless Personalization in Clothing

By: Shane Greenstein
This study analyzes the role of co-invention in the creation of a platform for print-on-demand-clothing, or PODC. Co-invention is the invention of a new business process to complement new technology, and turn it into a valuable commercial service. PODC copies a design... View Details
Keywords: Print-on-demand-clothing; Customization and Personalization; Digital Platforms; Apparel and Accessories Industry
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Greenstein, Shane. "Creating a Platform for Costless Personalization in Clothing." Frontiers in Research Metrics and Analytics (September 6, 2022).
  • 2018
  • Chapter

Behavioral Empirics and Field Experiments

By: Maria Ibanez and Bradley R. Staats
As the study of behavioral operations has continued to grow, an increasing number of researchers are turning to the field (e.g., conducting observational studies or natural or field experiments) to push deeper in order to find the answers to relevant behavioral... View Details
Keywords: Behavioral Operations; Empirical Operations; Empirical Operations Management; Field Experiments; Behavior; Operations; Management; Research
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Ibanez, Maria, and Bradley R. Staats. "Behavioral Empirics and Field Experiments." In The Handbook of Behavioral Operations, edited by Karen Donohue, Elena Katok, and Stephen Leider, 121–148. Hoboken, NJ: John Wiley & Sons, 2018.
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