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Publications

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  • All HBS Web  (546)
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    • News  (222)
    • Research  (257)
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Show Results For

  • All HBS Web  (546)
    • People  (1)
    • News  (222)
    • Research  (257)
    • Events  (5)
    • Multimedia  (13)
  • Faculty Publications  (108)
Page 1 of 546 Results →
  • 2016
  • Working Paper

The Search for Peer Firms: When Do Crowds Provide Wisdom?

By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
In knowledge-based economies, many business enterprises defy traditional industry boundaries. In this study, we evaluate six "big data" approaches to peer firm identifications and show that some, but not all, "wisdom-of-crowd" techniques perform exceptionally well. We... View Details
Keywords: Peer Firm; EDGAR Co-search; Analyst Co-coverage; Wisdom Of Crowds; Performance Benchmarking; Crowd Of Crowds; Internet and the Web; Accounting
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Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "The Search for Peer Firms: When Do Crowds Provide Wisdom?" Harvard Business School Working Paper, No. 15-032, October 2014. (Revised November 2016.)
  • March 2021
  • Article

The Crowd Emotion Amplification Effect

By: Amit Goldenberg, Erika Weisz, Timothy D. Sweeney, Mina Cikara and James Gross
How do people go about reading a room or taking the temperature of a crowd? When people catch a brief glimpse of an array of faces, they can only focus their attention on some of the faces. We propose that perceivers preferentially attend to faces exhibiting strong... View Details
Keywords: Crowds; Social Cognition; Intergroup Dynamics; Emotions; Perception; Judgments; Analysis
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Goldenberg, Amit, Erika Weisz, Timothy D. Sweeney, Mina Cikara, and James Gross. "The Crowd Emotion Amplification Effect." Psychological Science 32, no. 3 (March 2021): 437–450.
  • 2019
  • Working Paper

The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno
Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details
Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance
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Bassamboo, Achal, Ruomeng Cui, and Antonio Moreno. "The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets." Working Paper, 2019.
  • 26 Dec 2008
  • News

Wisdom of crowds

  • 01 Sep 2004
  • News

The Wisdom of Crowds

The judgments of many people regarding the merits of a restaurant, hotel, or bar trump a single reviewer’s opinion. That’s the philosophy behind the Zagat Survey leisure guides, and Ted Zagat (MBA 2004) has... View Details
Keywords: Food Services and Drinking Places; Hospitality
  • Article

The Wisdom of Competitive Crowds

By: Kenneth C. Lichtendahl, Yael Grushka-Cockayne and Phillip E. Pfeifer
When several individuals are asked to forecast an uncertain quantity, they often face implicit or explicit incentives to be the most accurate. Despite the desire to elicit honest forecasts, such competition induces forecasters to report strategically and nontruthfully.... View Details
Keywords: Forecast; Forecasting and Prediction
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Lichtendahl, Kenneth C., Yael Grushka-Cockayne, and Phillip E. Pfeifer. "The Wisdom of Competitive Crowds." Operations Research 61, no. 6 (November–December 2013): 1383–1398. (*Finalist in the Decision Analysis Society Publication Award, 2015.)
  • 01 Apr 2013
  • News

Using the Crowd as an Innovation Partner

  • April 2013
  • Article

Using the Crowd as an Innovation Partner

By: Kevin J. Boudreau and Karim R. Lakhani
More and more organizations are turning to crowds for help in solving their most vexing innovation and research questions, but managers remain understandably cautious. It seems risky and even unnatural to push problems out to vast groups of strangers distributed around... View Details
Keywords: Innovation and Management; Research and Development
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Boudreau, Kevin J., and Karim R. Lakhani. "Using the Crowd as an Innovation Partner." Harvard Business Review 91, no. 4 (April 2013): 61–69.
  • March 2015
  • Module Note

Innovating with the Crowd

By: Karim R. Lakhani
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Lakhani, Karim R. "Innovating with the Crowd." Harvard Business School Module Note 615-072, March 2015.
  • 01 Jun 2009
  • News

The New “In” Crowd

Student Interest in Social Enterprise Is on the Rise As I sat in Burden Auditorium on a dreary Sunday back in March, surrounded by upwards of 1,100 students, I wondered whether I was witness to the arrival View Details
Keywords: Roger Thompson; Colleges, Universities, and Professional Schools; Educational Services; Religious, Grantmaking, Civic, Professional, and Similar Organizations; Personal Services; Management, Scientific, and Technical Consulting Services; Professional Services
  • 18 Oct 2016
  • News

The New Wisdom of the Crowd

  • 01 Jan 2013
  • News

When the Crowd Fights Corruption

  • January–February 2013
  • Article

When the Crowd Fights Corruption

By: Paul M. Healy and Karthik Ramanna
Corruption is the greatest impediment to conducting business in Russia, according to leaders recently surveyed by the World Economic Forum. Indeed, it's a problem in many emerging markets, and businesses have a role to play in combating it, according to Healy and... View Details
Keywords: Corruption; Emerging Economies; Crime and Corruption; Entrepreneurship; Ethics; Globalization; Russia; Georgia (nation, Asia); India
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Healy, Paul M., and Karthik Ramanna. "When the Crowd Fights Corruption." Harvard Business Review 91, nos. 1/2 (January–February 2013).
  • 12 Sep 2019
  • News

Crowd Sourcing Is Helping Hollywood Reduce the Risk of Movie-Making

  • 31 Jul 2014
  • News

A Scholarly Crowd Explores Crowdsourcing

  • 28 Oct 2010
  • News

Far from the meddling crowd

  • 31 Jul 2014
  • Research & Ideas

A Scholarly Crowd Explores Crowdsourcing

When Clayton Christensen and Derek van Bever prepared to write The Capitalist's Dilemma for the June issue of Harvard Business Review, they took an approach rarely tried on the same scale: They outsourced it with 150 Harvard Business... View Details
Keywords: by Sean Silverthorne
  • Article

Scaling Up Analogical Innovation with Crowds and AI

By: Aniket Kittur, Lisa Yu, Tom Hope, Joel Chan, Hila Lifshitz - Assaf, Karni Gilon, Felicia Ng, Robert Kraut and Dafna Shachaf
Analogy—the ability to find and apply deep structural patterns across domains—has been fundamental to human innovation in science and technology. Today there is a growing opportunity to accelerate innovation by moving analogy out of a single person’s mind and... View Details
Keywords: Innovation; Artificial Intelligence; Crowdsourcing; Analogy; Innovation and Invention; Technology; Science
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Kittur, Aniket, Lisa Yu, Tom Hope, Joel Chan, Hila Lifshitz - Assaf, Karni Gilon, Felicia Ng, Robert Kraut, and Dafna Shachaf. "Scaling Up Analogical Innovation with Crowds and AI." Proceedings of the National Academy of Sciences 116, no. 6 (February 5, 2019): 1870–1877.

    Using the Crowd as an Innovation Partner

    From Apple to Merck to Wikipedia, more and more organizations are turning to crowds for help in solving their most vexing innovation and research questions, but managers remain understandably cautious. It seems risky and even unnatural to push problems out to vast... View Details

    • 17 Apr 2013
    • News

    How the Crowd Is Solving an 800-Year-Old Mystery

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