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- 2021
- Working Paper
Consuming Contests: Outcome Uncertainty and Spectator Demand for Contest-based Entertainment
By: Patrick J. Ferguson and Karim R. Lakhani
Contests that are designed to be consumed for entertainment by non-contestants are a fixture of economic, cultural and political life. In this paper, we examine whether individuals prefer to consume contests that have more uncertain outcomes. We look to...
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Keywords:
Contest Design
Ferguson, Patrick J., and Karim R. Lakhani. "Consuming Contests: Outcome Uncertainty and Spectator Demand for Contest-based Entertainment." Harvard Business School Working Paper, No. 21-087, February 2021.
- Article
Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting
By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan
Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial...
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Keywords:
Crowdsourcing;
Ai Algorithms;
Health Care And Treatment;
Collaborative Innovation And Invention
Mak, Raymond H., Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani, and Eva C. Guinan. "Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting." doi:10.1001/jamaoncol.2019.0159. JAMA Oncology 5, no. 5 (May 2019): 654–661.
- March 2019
- Article
A Structural Analysis of the Role of Superstars in Crowdsourcing Contests
By: Shunyuan Zhang, Param Singh and Anindya Ghose
We investigate the long-term impact of competing against superstars in crowdsourcing contests. Using a unique 50-month longitudinal panel data set on 1677 software design crowdsourcing contests, we illustrate a learning effect where participants are able to improve...
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Keywords:
Crowdsourcing Contests;
Superstar Effect;
Bayesian Learning;
Utility;
Economics Of Information System;
Dynamic Structural Model;
Dynamic Programming;
Markov Chain;
Monte Carlo;
Learning;
Competition;
Performance Improvement
Zhang, Shunyuan, Param Singh, and Anindya Ghose. "A Structural Analysis of the Role of Superstars in Crowdsourcing Contests." Information Systems Research 30, no. 1 (March 2019): 15–33.
- March 2018
- Case
Sachem Head's Activism at Autodesk
By: Suraj Srinivasan and Quinn Pitcher
In 2015, activist hedge fund Sachem Head Capital, led by founder Scott Ferguson, launched an activist campaign at computer aided design (CAD) software maker Autodesk. The activist campaign, waged mainly in private, was over Autodesk's lackluster financial performance,...
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Keywords:
Shareholder Activism;
Investing;
Activist Investing;
Corporate Governance;
Technology;
Ceo Turnover;
Hedge Fund Activism;
Benchmarking;
Corporate Governance;
Technology;
Investment Activism;
Performance Improvement;
Management Succession;
United States
Srinivasan, Suraj, and Quinn Pitcher. "Sachem Head's Activism at Autodesk." Harvard Business School Case 118-086, March 2018.
- April 2017
- Article
Prizes, Patents and the Search for Longitude
By: M. Diane Burton and Tom Nicholas
The 1714 Longitude Act created the Board of Longitude to administer a large monetary prize and progress payments for the precise determination of a ship’s longitude. However, the prize did not prohibit patenting. We use a new dataset of marine chronometer inventors to...
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Burton, M. Diane, and Tom Nicholas. "Prizes, Patents and the Search for Longitude." Explorations in Economic History 64 (April 2017): 21–36.
- January 2017 (Revised March 2017)
- Case
IBM Transforming, 2012–2016: Ginni Rometty Steers Watson
By: Rosabeth Moss Kanter and Jonathan Cohen
To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and...
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Keywords:
Digital;
Technological Innovation;
Technological Change;
Artificial Intelligence;
Data;
Ibm;
Watson;
Internet Of Things;
Innovation And Invention;
Management;
Sales;
Technology;
Technological Innovation;
Transformation
Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Case 317-046, January 2017. (Revised March 2017.)
- 2016
- Chapter
Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions
By: Kevin J. Boudreau and Karim R. Lakhani
This paper discusses several challenges in designing field experiments to better understand how organizational and institutional design shapes innovation outcomes and the production of knowledge. We proceed to describe the field experimental research program carried...
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Boudreau, Kevin J., and Karim R. Lakhani. "Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions." In Innovation Policy and the Economy, Volume 16, edited by William R. Kerr, Josh Lerner, and Scott Stern, 135–167. National Bureau of Economic Research, and University of Chicago Press, 2016.
- Spring 2016
- Article
Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design
By: Kevin J. Boudreau, Karim R. Lakhani and Michael E. Menietti
Tournaments are widely used in the economy to organize production and innovation. We study individual contestant-level data from 2,796 contestants in 774 software algorithm design contests with random assignment. Precisely conforming to theory predictions, the...
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Boudreau, Kevin J., Karim R. Lakhani, and Michael E. Menietti. "Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design." RAND Journal of Economics 47, no. 1 (Spring 2016): 140–165.
- September 2014
- Supplement
Netflix: Designing the Netflix Prize (B)
By: Karim R. Lakhani, Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Stephanie Healy Pokrywa and Greta Friar
This supplemental case follows up on the Netflix Prize Contest described in Netflix: Designing the Netflix Prize (A). In the A case, Netflix CEO Reed Hastings must decide how to organize a crowdsourcing contest to improve the algorithms for Netflix's movie...
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Keywords:
Crowdsourcing;
Prizes;
Digitization;
Algorithms;
Recommendation Software;
Disruption;
Transformation;
Collaborative Innovation And Invention;
Technological Innovation;
Knowledge Sharing
Lakhani, Karim R., Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Stephanie Healy Pokrywa, and Greta Friar. "Netflix: Designing the Netflix Prize (B)." Harvard Business School Supplement 615-025, September 2014.
- May 2011
- Article
Incentives and Problem Uncertainty in Innovation Contests: An Empirical Analysis
By: Kevin J. Boudreau, Nicola Lacetera and Karim R. Lakhani
Contests are a historically important and increasingly popular mechanism for encouraging innovation. A central concern in designing innovation contests is how many competitors to admit. Using a unique data set of 9,661 software contests, we provide evidence of two...
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Keywords:
Motivation And Incentives;
Problems And Challenges;
Risk And Uncertainty;
Innovation And Invention;
Management Analysis, Tools, And Techniques;
Value;
Software;
Competition;
Performance;
Theory;
Practice
Boudreau, Kevin J., Nicola Lacetera, and Karim R. Lakhani. "Incentives and Problem Uncertainty in Innovation Contests: An Empirical Analysis." Management Science 57, no. 5 (May 2011): 843–863.
- 2011
- Working Paper
The Contingent Effect of Absorptive Capacity: An Open Innovation Analysis
By: Andrew A. King and Karim R. Lakhani
Technological advancement and innovation requires the integration of both external knowledge and internal inventiveness. In this paper, we unpack the concept of absorptive capacity and separately explore the effect of different types of prior experience on the capacity...
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Keywords:
Experience And Expertise;
Collaborative Innovation And Invention;
Technological Innovation;
Knowledge Use And Leverage;
Performance Capacity;
Technology Adoption
King, Andrew A., and Karim R. Lakhani. "The Contingent Effect of Absorptive Capacity: An Open Innovation Analysis." Harvard Business School Working Paper, No. 11-102, April 2011.
- 2011
- Working Paper
How Foundations Think: The Ford Foundation as a Dominating Institution in the Field of American Business Schools
By: Rakesh Khurana, Kenneth Kimura and Marion Fourcade
The question of institutional change has become central to organizational research (Powell, 2008). Recent scholarship has demonstrated, often through carefully researched cases, that institutions can and sometimes do change. According to this research, there are two...
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Keywords:
Change;
Business Education;
Business History;
Organizations;
Organizational Change And Adaptation;
Organizational Structure;
Relationships;
Behavior
Khurana, Rakesh, Kenneth Kimura, and Marion Fourcade. "How Foundations Think: The Ford Foundation as a Dominating Institution in the Field of American Business Schools." Harvard Business School Working Paper, No. 11-070, January 2011.
- October 1990 (Revised March 1993)
- Background Note
Note on Cable Television Regulation
Examines the evolution of the U.S. cable television industry since its inception in the early 1950s. Particular emphasis is given to the roles played by technology, consumer demand, and regulation at both the local and federal level. Designed to facilitate a conceptual...
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Keywords:
Technology;
Demand And Consumers;
Government Legislation;
Business Growth And Maturation;
Monopoly;
Television Entertainment;
Telecommunications Industry;
Media And Broadcasting Industry
Emmons, Willis M., III. "Note on Cable Television Regulation." Harvard Business School Background Note 391-022, October 1990. (Revised March 1993.)