Peer Effects - Publications - Faculty & Research - Harvard Business School

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2017
Working Paper

Peer Effects on the United States Supreme Court

By: Matthew Lilley, Richard Holden and Michael Keane

Using data on essentially every US Supreme Court decision since 1946, we estimate a model of peer effects on the Court. We consider both the impact of justice ideology and justice votes on the votes of their peers. To identify these peer effects we use two instruments.... View Details

Keywords: Supreme Court; Peer Effects; Voting Behavior; Legal System; Courts and Trials; Voting; Behavior

2018
Article

Prior Ties and the Limits of Peer Effects on Startup Team Performance

By: Sharique Hasan and Rembrand Koning

We conduct a field experiment at an entrepreneurship bootcamp to investigate whether interaction with proximate peers shapes a nascent startup team's performance. We find that teams whose members lack prior ties to others at the bootcamp experience peer effects that... View Details

Keywords: Field Experiment; Peer Effects; Office Space; Knowledge Spillovers; Accelerators; Entrepreneurship; Knowledge Sharing; Performance; Technology Industry; India

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2018
Working Paper

The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb

By: Chiara Farronato and Andrey Fradkin

We study the effects of enabling peer supply through Airbnb in the accommodation industry. We present a model of competition between flexible and dedicated sellers - peer hosts and hotels - who provide differentiated products. We estimate this model using data from... View Details

Keywords: Peer To Peer; Digital Platforms; Market Entry and Exit; Competition; Accommodations Industry

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October 2020
Article

Peer Influence on Trade Credit

By: Daniel Gyimah, Michael Machokoto and Anywhere (Siko) Sikochi

We examine the influence of peer firms on trade credit policies of listed firms in the United States. We posit and find evidence that firms mimic their peers in formulating trade credit policies. The findings are more pronounced for firms in highly competitive product... View Details

Keywords: Trade Credit; Peer Effects; Product Market Competition; Trade; Credit; Policy; Competition

June 2022
Article

The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb and the Accommodation Industry

By: Chiara Farronato and Andrey Fradkin

We study the effects of enabling peer supply through Airbnb in the accommodation industry. We present a model of competition between flexible and dedicated sellers—peer hosts and hotels—who provide differentiated products. We estimate this model using data from major... View Details

Keywords: Peer To Peer; Airbnb; Digital Platforms; Market Entry and Exit; Competition; Accommodations Industry

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31 Jan 2008
Working Paper Summaries

Peer Effects and Entrepreneurship

Keywords: by Ramana Nanda & Jesper B. Sørensen

2013
Working Paper

Separating Homophily and Peer Influence with Latent Space

By: Joseph P. Davin, Sunil Gupta and Mikolaj Jan Piskorski

We study the impact of peer behavior on the adoption of mobile apps in a social network. To identify social influence properly, we introduce latent space as an approach to control for latent homophily, the idea that "birds of a feather flock together." In a series of... View Details

Keywords: Social Influence; Social Network; Mobile App; Peer Effects; Latent Homophily; Latent Space; Proxy Variables; Familiarity; Behavior; Consumer Behavior; Applications and Software; Social and Collaborative Networks; Mobile and Wireless Technology; Power and Influence; Social Media

November 9, 2019
Article

Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial

By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham

Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.

Setting: The study was conducted within the manuscript review process at the... View Details

Keywords: Conflicts Of Interest; Peer Review; Randomized Controlled Trial; Scientific Publication; Conflict of Interests; Journals and Magazines; Science

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April 2019 (Revised January 2025)
Case

Clear Link Technologies, LLC: Driving Sales with Peer Effects

By: Christopher Stanton, Richard Saouma and Olivia Hull

The importance of a good peer or coworker is widely discussed, but understanding the glue that makes coworkers valuable is less understood. This case sheds light on the importance of peers and the practices and environments that make a group greater than the sum of its... View Details

Article

The Effect of Providing Peer Information on Retirement Savings Decisions

By: John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian and Katherine L. Milkman

Using a field experiment in a 401(k) plan, we measure the effect of disseminating information about peer behavior on savings. Low-saving employees received simplified plan enrollment or contribution increase forms. A randomized subset of forms stated the fraction of... View Details

Keywords: Saving; Decision Choices and Conditions; Retirement

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2018
Article

Insight into Gender Differences in STEM: Evidence from Peer Reviews in an Engineering Class

By: Jacqueline N. Lane, Bruce Ankenman and Seyed Iravani

As the service industry moves toward self-service, peer feedback serves a critical role in this shift for educational services. Peer feedback is a process by which students provide feedback to each other. One of its major benefits is that it enables students to become... View Details

Keywords: Peer Review; Peer Feedback; STEM Education; Anonymity; Education; Gender; Education Industry

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October 2021
Article

Board Design and Governance Failures at Peer Firms

By: Shelby Gai, J. Yo-Jud Cheng and Andy Wu

Our study introduces board committees as a crucial determinant of board actions. We examine how directors who structurally link different board committees—referred to as multi-committee directors (MCDs)—explain why some board actions are merely symbolic while others... View Details

Keywords: Board Committees; Board Monitoring; New Director Nomination; Peer Financial Restatements; Governing and Advisory Boards; Corporate Governance; Performance Effectiveness

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Forthcoming
Article

The Effect of a System for Sharing Best Practices Within Pre-existing Peer Networks

By: Shelley Xin Li and Tatiana Sandino

Peer networks, such as enterprise social networks (ESNs), can facilitate knowledge transfer across employees. However, such systems can also lead to information overload or difficulty in finding useful information. We examine data from a natural field experiment where... View Details

Keywords: Retail; Best Practices; Enterprise Social Media; Management Accounting And Control Systems; Social and Collaborative Networks; Communication Technology; Knowledge Sharing; Sales; Social Media; Retail Industry

January 2021 (Revised February 2025)
Teaching Note

Clear Link Technologies, LLC: Driving Sales with Peer Effects

By: Christopher Stanton, Richard Saouma and Olivia Hull

Article

Friendship at Work: Can Peer Effects Catalyze Female Entrepreneurship?

By: Erica Field, Seema Jayachandran, Rohini Pande and Natalia Rigol

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2023
Article

Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations.

By: Edward McFowland III and Cosma Rohilla Shalizi

Social influence cannot be identified from purely observational data on social networks, because such influence is generically confounded with latent homophily, that is, with a node’s network partners being informative about the node’s attributes and therefore its... View Details

Keywords: Causal Inference; Homophily; Social Networks; Peer Influence; Social and Collaborative Networks; Power and Influence; Mathematical Methods

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November 2019
Article

Conversations and Idea Generation: Evidence from a Field Experiment

By: Sharique Hasan and Rembrand Koning

When do conversations lead people to generate better ideas? We conducted a field experiment at a startup boot camp to evaluate the impact of informal conversations on the quality of product ideas generated by participants. Specifically, we examine how the personality... View Details

Keywords: Peer Effects; Field Experiment; Interpersonal Communication; Creativity; Personal Characteristics; Entrepreneurship; Innovation and Invention

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20 Nov 2012
Working Paper Summaries

Pay Harmony: Peer Comparison and Executive Compensation

Keywords: by Claudine Gartenberg & Julie Wulf

22 Jan 2014
Working Paper Summaries

Separating Homophily and Peer Influence with Latent Space

Keywords: by Joseph P. Davin, Sunil Gupta & Mikołaj Jan Piskorski

16 Sep 2018
News

Wise leaders understand the power of peer pressure

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