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  • September–October 1994
  • Article

Regaining the Lead in Manufacturing: How to Integrate Work and Deepen Expertise

By: D. Leonard-Barton, H. Kent Bowen, Kim B. Clark, Charles A. Holloway and Steven C. Wheelwright
Keywords: Leadership; Experience and Expertise
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Leonard-Barton, D., H. Kent Bowen, Kim B. Clark, Charles A. Holloway, and Steven C. Wheelwright. "Regaining the Lead in Manufacturing: How to Integrate Work and Deepen Expertise." Harvard Business Review 72, no. 5 (September–October 1994): 121–130.
  • Article

Productivity Orientation and the Consumption of Collectable Experiences

By: Anat Keinan and Ran Kivetz
This research examines why consumers desire unusual and novel consumption experiences and voluntarily choose leisure activities, vacations, and celebrations that are predicted to be less pleasurable. For example, consumers sometimes choose to stay at freezing ice... View Details
Keywords: Experience and Expertise; Innovation and Invention; Marketing Strategy; Consumer Behavior; Performance Productivity
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Keinan, Anat, and Ran Kivetz. "Productivity Orientation and the Consumption of Collectable Experiences." Journal of Consumer Research 37, no. 6 (April 2011). (Winner, 2011 Ferber Award. Finalist, 2014 Best Article Award for a paper published in JCR in 2011.)
  • Teaching Interest

Field Experiments (PhD)

This course is for doctoral students who want to learn how to design and run field experiments as a research methodology. The objective is for students to refine their own experimental designs and be able to run them by the end of the course, leading to an academic... View Details

  • April 2022
  • Article

Demand Interactions in Sharing Economies: Evidence from a Natural Experiment Involving Airbnb and Uber/Lyft

By: Shunyuan Zhang, Dokyun Lee, Param Singh and Tridas Mukhopadhyay
We examine whether and how ride-sharing services influence the demand for home-sharing services. Our identification strategy hinges on a natural experiment in which Uber/Lyft exited Austin, Texas, in May 2016 due to local regulation. Using a 12-month longitudinal... View Details
Keywords: Airbnb; Uber; Natural Experiment; Geographic Demand Dispersion; Sharing Economy; Transportation; Demand and Consumers; Geographic Scope
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Zhang, Shunyuan, Dokyun Lee, Param Singh, and Tridas Mukhopadhyay. "Demand Interactions in Sharing Economies: Evidence from a Natural Experiment Involving Airbnb and Uber/Lyft." Journal of Marketing Research (JMR) 59, no. 2 (April 2022): 374–391.
  • April 2017
  • Article

Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment

By: Benjamin Edelman, Michael Luca and Daniel Svirsky
In an experiment on Airbnb, we find that applications from guests with distinctively African-American names are 16% less likely to be accepted relative to identical guests with distinctively White names. Discrimination occurs among landlords of all sizes, including... View Details
Keywords: Discrimination; Field Experiment; Bias; Airbnb; Prejudice and Bias; Race; Accommodations Industry
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Edelman, Benjamin, Michael Luca, and Daniel Svirsky. "Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment." American Economic Journal: Applied Economics 9, no. 2 (April 2017): 1–22.
  • March 2009
  • Article

Customer Experience Creation: Determinants, Dynamics and Management Strategies

By: Leonard A. Schlesinger, Peter C. Verhoef, Katherine N. Lemon, A. Parasuraman, Anne Roggeveen and Michael Tsiros
Retailers, such as Starbucks and Victoria's Secret, aim to provide customers a great experience across channels. In this paper we provide an overview of the existing literature on customer experience and expand on it to examine the creation of a customer experience... View Details
Keywords: Customer Focus and Relationships; Business Strategy; Growth and Development Strategy; Retail Industry
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Schlesinger, Leonard A., Peter C. Verhoef, Katherine N. Lemon, A. Parasuraman, Anne Roggeveen, and Michael Tsiros. "Customer Experience Creation: Determinants, Dynamics and Management Strategies." Journal of Retailing 85, no. 1 (March 2009).
  • August 2017
  • Article

Incentives versus Reciprocity: Insights from a Field Experiment

By: Doug J. Chung and Das Narayandas
We conduct a field experiment in which we vary the sales force compensation scheme at an Asian enterprise that sells consumer durable goods. With variation generated by the experimental treatments, we model sales force performance to identify the effectiveness of... View Details
Keywords: Sales Force Compensation; Field Experiment; Heterogeneity; Loss Aversion; Reciprocity; Salesforce Management; Compensation and Benefits
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Chung, Doug J., and Das Narayandas. "Incentives versus Reciprocity: Insights from a Field Experiment." Journal of Marketing Research (JMR) 54, no. 4 (August 2017): 511–524. (Lead article.)
  • 2015
  • Working Paper

Incentives versus Reciprocity: Insights from a Field Experiment

By: Doug J. Chung and Das Narayandas
We conduct a field experiment in which we vary the sales force compensation scheme at an Asian enterprise that sells consumer durable goods. With variation generated by the experimental treatments, we model sales force performance to identify the effectiveness of... View Details
Keywords: Sales Force Compensation; Field Experiment; Heterogeneity; Loss Aversion; Reciprocity; Motivation and Incentives; Salesforce Management; Compensation and Benefits
Citation
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Chung, Doug J., and Das Narayandas. "Incentives versus Reciprocity: Insights from a Field Experiment." Harvard Business School Working Paper, No. 15-084, April 2015. (Revised November 2015.)
  • Article

Large-Scale Field Experiment Shows Null Effects of Team Demographic Diversity on Outsiders' Willingness to Support the Team

By: Edward H. Chang, Erika L. Kirgios and Rosanna K. Smith
Demographic diversity in the United States is rising, and increasingly, work is conducted in teams. These co-occurring phenomena suggest that it might be increasingly common for work to be conducted by demographically diverse teams. But to date, in spite of copious... View Details
Keywords: Field Experiment; Groups and Teams; Demographics; Diversity; Attitudes
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Chang, Edward H., Erika L. Kirgios, and Rosanna K. Smith. "Large-Scale Field Experiment Shows Null Effects of Team Demographic Diversity on Outsiders' Willingness to Support the Team." Art. 104099. Journal of Experimental Social Psychology 94 (May 2021).
  • Article

What We Can Learn from Five Naturalistic Field Experiments that Failed to Shift Commuter Behaviour

By: Ariella S. Kristal and A.V. Whillans
Across five field experiments with employees of a large organization (n = 68,915), we examined whether standard behavioural interventions (“nudges”) successfully reduced single-occupancy vehicle commutes. In Studies 1 and 2, we sent letters and emails with nudges... View Details
Keywords: Commuting; Field Experiments; Nudges; Behavior; Change
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Kristal, Ariella S., and A.V. Whillans. "What We Can Learn from Five Naturalistic Field Experiments That Failed to Shift Commuter Behaviour." Nature Human Behaviour 4, no. 2 (February 2020): 169–176. (This article was featured on the cover as the lead article.)
  • 09 Oct 2017
  • Working Paper Summaries

Habit Formation and Rational Addiction: A Field Experiment in Handwashing

Keywords: by Reshmaan Hussam, Atonu Rabbani, Giovanni Reggiani, and Natalia Rigol
  • 2009
  • Chapter

Collaboration Across Knowledge Boundaries within Diverse Teams: Reciprocal Expertise Affirmation as an Enabling Condition

By: Amy C. Edmondson, Kate Roloff and Lucy H. MacPhail
We review research on expertise diversity, psychological safety, team collaboration, and role identity to propose a model in which reciprocal affirmations of expertise identity among team members—a feature of the team environment that we conceptualize as a dimension of... View Details
Keywords: Interpersonal Communication; Experience and Expertise; Learning; Knowledge Use and Leverage; Groups and Teams; Familiarity; Identity; Cooperation
Citation
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Edmondson, Amy C., Kate Roloff, and Lucy H. MacPhail. "Collaboration Across Knowledge Boundaries within Diverse Teams: Reciprocal Expertise Affirmation as an Enabling Condition." In Exploring Positive Identities and Organizations: Building a Theoretical and Research Foundation, edited by Laura M. Roberts and Jane E. Dutton, 311–332. Psychology Press, 2009.
  • Research Summary

The Talent at the Table: Business Expertise and Share Ownership in Fortune 500 Boardrooms

This paper examines the relationship between corporate value and "vestige" directors, defined as directors who own sizeable shareholdings but lack salient business experience relative to their peers on Fortune 500 boards.  These people come to serve on... View Details
  • 2019
  • Working Paper

Infringing Use as a Path to Legal Consumption: Evidence from a Field Experiment

By: Hong Luo and Julie Holland Mortimer
Digitization has transformed how users find and use copyrighted goods, but many existing legal options remain difficult to access, possibly leading to infringement. In a field experiment, we contact firms that are caught infringing on expensive digital images. Emails... View Details
Keywords: Copyright Infringement; Field Experiment; Intellectual Property; Lawfulness
Citation
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Luo, Hong, and Julie Holland Mortimer. "Infringing Use as a Path to Legal Consumption: Evidence from a Field Experiment." Harvard Business School Working Paper, No. 19-081, January 2019. (Revised August 2019.)
  • 2007
  • Working Paper

Noncompetes and Inventor Mobility: Specialists, Stars, and the Michigan Experiment

Several scholars have documented the positive consequences of job-hopping by inventors, including knowledge spillovers and agglomeration and the concentration of spinoffs. This work investigates a possible antecedent of inventor mobility: regional variation in the... View Details
Keywords: Contracts; Laws and Statutes; Intellectual Property; Innovation and Invention; Michigan
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Marx, Matt, Deborah Strumsky, and Lee Fleming. "Noncompetes and Inventor Mobility: Specialists, Stars, and the Michigan Experiment." Harvard Business School Working Paper, No. 07-042, January 2007.
  • March 10, 2025
  • Article

How Gen AI Could Change the Value of Expertise

By: Joseph Fuller, Matt Sigelman and Michael Fenlon
In the near future, gen AI is likely to affect some 50 million jobs, automating away elements of some jobs and augmenting workers’ abilities in others. The extent of those changes will compel companies to reshape their organizational structures and rethink their talent... View Details
Keywords: AI and Machine Learning; Job Cuts and Outsourcing; Organizational Structure; Talent and Talent Management; Personal Development and Career
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Fuller, Joseph, Matt Sigelman, and Michael Fenlon. "How Gen AI Could Change the Value of Expertise." Harvard Business Review (website) (March 10, 2025).
  • March 2016 (Revised February 2023)
  • Exercise

Advertising Experiments at RestaurantGrades

By: Michael Luca, Weijia Dai and Hyunjin Kim
Advertising Experiments at RestaurantGrades is an exercise in which students are asked to analyze and make a recommendation on the basis of simulated experimental data. The setting is a hypothetical restaurant review company called RestaurantGrades (RG), which shows... View Details
Keywords: Analysis; Digital Marketing
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Luca, Michael, Weijia Dai, and Hyunjin Kim. "Advertising Experiments at RestaurantGrades." Harvard Business School Exercise 916-038, March 2016. (Revised February 2023.)
  • 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
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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.
  • Article

Financing Experiments

By: Ramana Nanda and Matthew Rhodes-Kropf
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Nanda, Ramana, and Matthew Rhodes-Kropf. "Financing Experiments." Science 348, no. 6240 (June 12, 2015).
  • November 2016
  • Article

Who Neglects Risk? Investor Experience and the Credit Boom

By: Sergey Chernenko, Samuel Gregory Hanson and Adi Sunderam
Many have argued that overoptimistic thinking on the part of lenders helps fuel credit booms. We use new microdata on mutual funds' holdings of securitizations to examine which investors are susceptible to such boom-time thinking. We show that firsthand experience... View Details
Keywords: Risk Management; Investment; Experience and Expertise
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Chernenko, Sergey, Samuel Gregory Hanson, and Adi Sunderam. "Who Neglects Risk? Investor Experience and the Credit Boom." Journal of Financial Economics 122, no. 2 (November 2016): 248–269. (Internet Appendix Here.)
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