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  • All HBS Web  (2,394)
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    • News  (978)
    • Research  (841)
    • Events  (7)
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  • 2023
  • Working Paper

No Free Lunch? Welfare Analysis of Firms Selling Through Expert Intermediaries

By: Kyle Myers, Matt Grennan, Ashley Swanson and Aaron K. Chatterji
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Myers, Kyle, Matt Grennan, Ashley Swanson, and Aaron K. Chatterji. "No Free Lunch? Welfare Analysis of Firms Selling Through Expert Intermediaries." Working Paper, May 2023.
  • September 2018
  • Article

Do Experts or Crowd-Based Models Produce More Bias? Evidence from Encyclopædia Britannica and Wikipedia

By: Shane Greenstein and Feng Zhu
Organizations today can use both crowds and experts to produce knowledge. While prior work compares the accuracy of crowd-produced and expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective,... View Details
Keywords: Online Community; Collective Intelligence; Wisdom Of Crowds; Bias; Wikipedia; Britannica; Knowledge Production; Knowledge Sharing; Knowledge Dissemination; Prejudice and Bias
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Greenstein, Shane, and Feng Zhu. "Do Experts or Crowd-Based Models Produce More Bias? Evidence from Encyclopædia Britannica and Wikipedia." MIS Quarterly 42, no. 3 (September 2018): 945–959.
  • 2019
  • Working Paper

Breaking and Reconfiguring the Boundaries Between Domain Experts and Crowds to Solve Complex R&D Problems through Partial Decomposition

By: Hila Lifshitz - Assaf and Zoe Szajnfarber
The need for domain experts is all but universally assumed when organizing for scientific and technological innovation. In contrast, we are witnessing a burgeoning of citizen science, crowdsourcing, and other “open” methods based on the opposite assumption that crowds... View Details
Keywords: Innovation; Problem Solving; Expertise; Crowdsourcing; Nasa; Experience and Expertise; Collaborative Innovation and Invention; Research and Development
Citation
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Lifshitz - Assaf, Hila, and Zoe Szajnfarber. "Breaking and Reconfiguring the Boundaries Between Domain Experts and Crowds to Solve Complex R&D Problems through Partial Decomposition." Working Paper, January 2019.
  • March 1985
  • Article

Experts as Negative Opinion Leaders in the Diffusion of a Technical Innovation

By: D. A. Leonard
Keywords: Leadership; Information Technology; Innovation and Invention; Change
Citation
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Leonard, D. A. "Experts as Negative Opinion Leaders in the Diffusion of a Technical Innovation." Journal of Consumer Research 11, no. 4 (March 1985).
  • September 1988 (Revised May 1990)
  • Teaching Note

Smartwave (B): Implementing an Expert System at Digital Equipment Corp., Teaching Note

By: Dorothy Leonard-Barton
Keywords: Technology Adoption
Citation
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Leonard-Barton, Dorothy. "Smartwave (B): Implementing an Expert System at Digital Equipment Corp., Teaching Note." Harvard Business School Teaching Note 189-052, September 1988. (Revised May 1990.)
  • fall 2002
  • Article

Science and Medicine in Court: Expert Testimony in the German Thalidomide Trial

By: Arthur A. Daemmrich
Keywords: Science; Health; Courts and Trials; Pharmaceutical Industry; Germany
Citation
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Daemmrich, Arthur A. "Science and Medicine in Court: Expert Testimony in the German Thalidomide Trial." Chemical Heritage, no. 20 (fall 2002): 12–13, 28–33.
  • December 20, 2018
  • Editorial

I'm an Expert on Negotiations, and I Have Some Advice for Theresa May

By: Deepak Malhotra
Keywords: Negotiation
Citation
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Malhotra, Deepak. "I'm an Expert on Negotiations, and I Have Some Advice for Theresa May." New York Times (December 20, 2018).
  • 07 Nov 2014
  • Working Paper Summaries

Do Experts or Collective Intelligence Write with More Bias? Evidence from Encyclopædia Britannica and Wikipedia

Keywords: by Shane Greenstein & Feng Zhu; Information; Publishing
  • December 2017
  • Article

Is There a Doctor in the House? Expert Product Users, Organizational Roles, and Innovation

By: Riitta Katila, Sruthi Thatchenkery, Michael Christensen and Stefanos A. Zenios
We explore the impact on innovation that professional end-users of a product have as inventors, executives, and board members in a young firm. In contrast to prior literature, which has emphasized technology roles, we put the spotlight on the executive and governance... View Details
Keywords: Innovation; User Innovation; Healthcare; Innovation and Management; Entrepreneurship; Medical Devices and Supplies Industry
Citation
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Katila, Riitta, Sruthi Thatchenkery, Michael Christensen, and Stefanos A. Zenios. "Is There a Doctor in the House? Expert Product Users, Organizational Roles, and Innovation." Academy of Management Journal 60, no. 6 (December 2017): 2415–2437.
  • October – December 1998
  • Article

The Evidence Does Not Speak for Itself: Expert Witnesses and the Organization of DNA Typing Companies

By: Arthur A. Daemmrich
Keywords: Genetics; Business Ventures
Citation
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Daemmrich, Arthur A. "The Evidence Does Not Speak for Itself: Expert Witnesses and the Organization of DNA Typing Companies." Special Issue on Contested Identities: Science, Law and Forensic Practice. Social Studies of Science 28, nos. 5/6 (October–December 1998): 741–772.
  • Article

Is it Better to Average Probabilities or Quantiles?

By: Kenneth C. Lichtendahl, Yael Grushka-Cockayne and Robert L. Winkler
We consider two ways to aggregate expert opinions using simple averages: averaging probabilities and averaging quantiles. We examine analytical properties of these forecasts and compare their ability to harness the wisdom of the crowd. In terms of location, the two... View Details
Keywords: Probability Forecasts; Quantile Forecasts; Expert Combination; Linear Opinion Pooling; Forecasting and Prediction
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Lichtendahl, Kenneth C., Yael Grushka-Cockayne, and Robert L. Winkler. "Is it Better to Average Probabilities or Quantiles?" Management Science 59, no. 7 (July 2013): 1594–1611.
  • June 13, 2014
  • Article

Guoneiwai gaoceng zhuanjia gonglun kechixu fazhan duice [Senior Experts from Home and Abroad on the Sustainable Development Strategy]

By: Robert G. Eccles Jr.
Citation
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Eccles, Robert G., Jr. "Guoneiwai gaoceng zhuanjia gonglun kechixu fazhan duice [Senior Experts from Home and Abroad on the Sustainable Development Strategy]." Guangming ribao [Guangming Daily] (June 13, 2014).
  • January–February 2022
  • Article

Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion

By: Ryan Allen and Prithwiraj Choudhury
How does a knowledge worker’s level of domain experience affect their algorithm-augmented work performance? We propose and test theoretical predictions that domain experience has countervailing effects on algorithm-augmented performance: on one hand, domain experience... View Details
Keywords: Automation; Domain Experience; Algorithmic Aversion; Experts; Algorithms; Machine Learning; Future Of Work; Employees; Experience and Expertise; Decision Making; Performance
Citation
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Allen, Ryan, and Prithwiraj Choudhury. "Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion." Organization Science 33, no. 1 (January–February 2022): 149–169. ("Best PhD Student Paper" at SMS conference 2020.)
  • 2020
  • Working Paper

Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion

By: Ryan Allen and Prithwiraj Choudhury
Past research offers mixed perspectives on whether domain experience helps or hurts algorithm-augmented work performance. To reconcile these perspectives, we theorize that domain experience affects algorithm-augmented performance via two distinct countervailing... View Details
Keywords: Automation; Domain Experience; Algorithmic Aversion; Experts; Algorithms; Machine Learning; Decision-making; Future Of Work; Employees; Experience and Expertise; Decision Making; Performance
Citation
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Allen, Ryan, and Prithwiraj Choudhury. "Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion." Harvard Business School Working Paper, No. 21-073, October 2020. (Revised September 2021.)
  • June 9, 2020
  • Article

A Harvard MBA Lecturer and Organizational Behavior Expert Says This Is the Big Mistake Leaders Make When Trying to Promote Diversity and Offers 6 Ways to Do Better

By: Anthony J. Mayo
Citation
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Mayo, Anthony J. "A Harvard MBA Lecturer and Organizational Behavior Expert Says This Is the Big Mistake Leaders Make When Trying to Promote Diversity and Offers 6 Ways to Do Better." Business Insider (June 9, 2020).
  • September 2022
  • Article

The Power and Limits of Expertise: Swiss–Swedish Linking of Vehicle Emission Standards in the 1970s and 1980s

By: Mattias Näsman and Sabine Pitteloud
Recent decades have witnessed increased public concern about vehicle emissions and growing frustration with political inaction and business preferences for the status quo. This article provides historical perspective on such regulatory dynamics by analyzing the Swiss... View Details
Keywords: Business And The Environment; Business And Society; Emission Reduction; Automobiles; Standard Setting; Norm-enforcement; Regulation; Expertise; Experts; Business and Government Relations; Environmental Regulation; Standards; Auto Industry; Switzerland; Sweden
Citation
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Näsman, Mattias, and Sabine Pitteloud. "The Power and Limits of Expertise: Swiss–Swedish Linking of Vehicle Emission Standards in the 1970s and 1980s." Business and Politics 24, no. 3 (September 2022): 241–260.
  • November 2016 (Revised December 2016)
  • Module Note

Strategy Execution Module 14: Managing Strategic Risk

By: Robert Simons
This module reading provides an overview of the business conduct boundaries, strategic boundaries, and internal control systems used to manage risk. Boundary systems—linked to clear, enforceable sanctions—are essential whenever demanding performance goals are set and... View Details
Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Boundary Systems; Innovation; Internal Controls; Fraud; Human Behavior; Staff Experts; Strategy; Risk Management; Behavior; Governance Controls; Management Practices and Processes; Boundaries; Employees; Business Strategy; Innovation and Invention
Citation
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Simons, Robert. "Strategy Execution Module 14: Managing Strategic Risk." Harvard Business School Module Note 117-114, November 2016. (Revised December 2016.)
  • 14 Nov 2023
  • What Do You Think?

Do We Underestimate the Importance of Generosity in Leadership?

(AdobeStock/Kostiantyn) There are numerous studies of character traits in leaders. Human resource experts have advised us on what to look for in those who would be potential leaders. Management development focuses on behaviors that build... View Details
Keywords: by James Heskett
  • 20 Sep 2017
  • Research & Ideas

The Three Types of Leaders Who Create Radical Change

What determines whether a social movement will be a flash in the pan or a real catalyst for longterm change? Why did Occupy Wall Street subside in a matter of months, for instance, while the American Civil Rights Movement thrived, resulting in the passage of multiple... View Details
Keywords: by Carmen Nobel
  • 19 Jan 2015
  • Research & Ideas

Is Wikipedia More Biased Than Encyclopædia Britannica?

debate depending on who is doing the opining. Over the years, Britannica has handled this uncertainty by seeking out the most distinguished experts in their fields in an attempt to provide a sober analysis on topics; while Wikipedia has... View Details
Keywords: by Michael Blanding; Publishing
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