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Publications

Publications

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  • All HBS Web  (40)
    • Faculty Publications  (18)

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    • All HBS Web  (40)
      • Faculty Publications  (18)

      HomophilyRemove Homophily →

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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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      McFowland III, Edward, and Cosma Rohilla Shalizi. "Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations." Journal of the American Statistical Association 118, no. 541 (2023): 707–718.
      • February 2023
      • Article

      Homophily and Acrophily as Drivers of Political Segregation

      By: Amit Goldenberg, Joseph M. Abruzzo, Zi Huang, Jonas Schone, David Bailey, Robb Willer, Eran Halperin and James J. Gross
      Political segregation is an important social problem, increasing polarization and impeding effective governance. Previous work has viewed the central driver of segregation to be political homophily, the tendency to associate with others who have similar views. Here we... View Details
      Keywords: Political Affiliation; Extremism; Values and Beliefs; Identity; Groups and Teams; Emotions; Civil Society or Community
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      Goldenberg, Amit, Joseph M. Abruzzo, Zi Huang, Jonas Schone, David Bailey, Robb Willer, Eran Halperin, and James J. Gross. "Homophily and Acrophily as Drivers of Political Segregation." Nature Human Behaviour 7, no. 2 (February 2023): 219–230.
      • November 2021
      • Article

      Ratings, Reviews, and the Marketing of New Products

      By: Itay P. Fainmesser, Dominique Olié Lauga and Elie Ofek
      We study how user-generated content (UGC) about new products impacts a firm's advertising and pricing decisions and the effect on profits and market dynamics. We construct a two-period model where consumers value quality and are heterogeneous in their taste for the new... View Details
      Keywords: Online Reviews; Product Ratings; Social Networks; Word Of Mouth; Pricing; User-generated Content; Advertising; Product Marketing; Price; Consumer Behavior; Product Positioning; Social Media
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      Fainmesser, Itay P., Dominique Olié Lauga, and Elie Ofek. "Ratings, Reviews, and the Marketing of New Products." Management Science 67, no. 11 (November 2021): 7023–7045.
      • Apr 2021
      • Conference Presentation

      Political Homophily and Acrophily

      By: Amit Goldenberg and J. J. Gross
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      "Political Homophily and Acrophily." Paper presented at the Society for Affective Science Annual Conference, Society for Affective Science, April 2021. (Online.)
      • Article

      Going It Alone: Competition Increases the Attractiveness of Minority Status

      By: Erika L. Kirgios, Edward H. Chang and Katherine L. Milkman
      Past research demonstrates that people prefer to affiliate with others who resemble them demographically. However, we posit that when competing for scarce opportunities, strategic considerations moderate the strength of this tendency toward homophily. Across six... View Details
      Keywords: Homophily; Group Selection; Diversity; Gender; Race; Competition
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      Kirgios, Erika L., Edward H. Chang, and Katherine L. Milkman. "Going It Alone: Competition Increases the Attractiveness of Minority Status." Organizational Behavior and Human Decision Processes 161 (November 2020): 20–33.
      • 2020
      • Working Paper

      (When) Does Appearance Matter? Evidence from a Randomized Controlled Trial

      By: Prithwiraj Choudhury, Tarun Khanna, Christos A. Makridis and Subhradip Sarker
      While there is evidence about labor market discrimination based on race, religion, and gender, we know little about whether physical appearance leads to discrimination in labor market outcomes. We deploy a randomized experiment on 1,000 respondents in India between... View Details
      Keywords: Behavioral Economics; Coronavirus; Discrimination; Homophily; Labor Market Mobility; Limited Attention; Resumes; Personal Characteristics; Prejudice and Bias
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      Choudhury, Prithwiraj, Tarun Khanna, Christos A. Makridis, and Subhradip Sarker. "(When) Does Appearance Matter? Evidence from a Randomized Controlled Trial." Harvard Business School Working Paper, No. 21-038, September 2020.
      • 2017
      • Working Paper

      Homophily in Entrepreneurial Team Formation

      By: Paul A. Gompers, Kevin Huang and Sophie Q. Wang
      We study the role of homophily in group formation. Using a unique dataset of MBA students, we observe homophily in ethnicity and gender increases the probability of forming teams by 25%. Homophily in education and past working experience increases the probability of... View Details
      Keywords: Groups and Teams; Diversity; Familiarity; Entrepreneurship; Venture Capital; Performance
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      Gompers, Paul A., Kevin Huang, and Sophie Q. Wang. "Homophily in Entrepreneurial Team Formation." Harvard Business School Working Paper, No. 17-104, May 2017.
      • June 2016
      • Article

      Social and Spatial Clustering of People at Humanity's Largest Gathering

      By: Ian Barnett, Tarun Khanna and Jukka-Pekka Onnela
      Macroscopic behavior of scientific and societal systems results from the aggregation of microscopic behaviors of their constituent elements, but connecting the macroscopic with the microscopic in human behavior has traditionally been difficult. Manifestations of... View Details
      Keywords: Familiarity; Demographics; Behavior; India
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      Barnett, Ian, Tarun Khanna, and Jukka-Pekka Onnela. "Social and Spatial Clustering of People at Humanity's Largest Gathering." PLoS ONE 11, no. 6 (June 2016).
      • March 2016
      • Article

      The Cost of Friendship

      By: Paul A. Gompers, Vladimir Mukharlyamov and Yuhai Xuan
      We investigate how personal characteristics affect people's desire to collaborate and whether this attraction enhances or detracts from performance in venture capital. We find that venture capitalists who share the same ethnic, educational, or career background are... View Details
      Keywords: Venture Capital; Partners and Partnerships; Entrepreneurship; Personal Characteristics
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      Gompers, Paul A., Vladimir Mukharlyamov, and Yuhai Xuan. "The Cost of Friendship." Journal of Financial Economics 119, no. 3 (March 2016): 626–644.
      • 2016
      • Working Paper

      Through the Grapevine: Network Effects on the Design of Executive Compensation Contracts

      By: Susanna Gallani
      Effective design of executive compensation contracts involves choosing and weighting performance measures, as well as defining the mix between fixed and incentive-based pay components, with a view to fostering talent retention and goal congruence. The variability in... View Details
      Keywords: Compensation Design; Board Interlocks; Compensation Consultants; Network Centrality; Homophily; Quadratic Assignment Procedure; Blockholders; Executive Compensation
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      Gallani, Susanna. "Through the Grapevine: Network Effects on the Design of Executive Compensation Contracts." Harvard Business School Working Paper, No. 16-019, August 2015. (Revised December, 2016.)
      • 2014
      • Working Paper

      The Cost of Friendship

      By: Paul A. Gompers, Vladimir Mukharlyamov and Yuhai Xuan
      We investigate how personal characteristics affect people's desire to collaborate and whether this attraction enhances or detracts from performance in venture capital. We find that venture capitalists who share the same ethnic, educational, or career background are... View Details
      Keywords: Venture Capital; Partners and Partnerships; Decision Making; Identity
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      Gompers, Paul A., Vladimir Mukharlyamov, and Yuhai Xuan. "The Cost of Friendship." Working Paper, 2014.
      • 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
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      Davin, Joseph P., Sunil Gupta, and Mikolaj Jan Piskorski. "Separating Homophily and Peer Influence with Latent Space." Harvard Business School Working Paper, No. 14-053, January 2014.
      • September–October 2013
      • Article

      Discretion Within Constraint: Homophily and Structure in a Formal Organization

      By: Adam M. Kleinbaum, Toby E. Stuart and Michael Tushman
      Homophily in social relations results from both individual preferences and selective opportunities for interaction, but how these two mechanisms interact in large, contemporary organizations is not well understood. We argue that organizational structures and geography... View Details
      Keywords: Familiarity; Interpersonal Communication; Information Technology; Organizational Structure; Social and Collaborative Networks; Gender; Information Technology Industry
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      Kleinbaum, Adam M., Toby E. Stuart, and Michael Tushman. "Discretion Within Constraint: Homophily and Structure in a Formal Organization." Organization Science 24, no. 5 (September–October 2013): 1316–1336.
      • 2012
      • Working Paper

      The Cost of Friendship

      By: Paul A. Gompers, Yuhai Xuan and Vladimir Mukharlyamov
      This paper explores two broad questions on collaboration between individuals. First, we investigate what personal characteristics affect people's desire to work together. Second, given the influence of these personal characteristics, we analyze whether this attraction... View Details
      Keywords: Partners and Partnerships; Investment; Performance; Personal Characteristics
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      Gompers, Paul A., Yuhai Xuan, and Vladimir Mukharlyamov. "The Cost of Friendship." NBER Working Paper Series, No. 18141, June 2012.
      • 2011
      • Working Paper

      Discretion Within the Constraints of Opportunity: Gender Homophily and Structure in a Formal Organization

      By: Adam M. Kleinbaum, Toby E. Stuart and Michael L. Tushman
      Homophily in social relations is widely documented. We know that homophily results from both individual preferences and uneven opportunities for interaction, but how these two mechanisms interact in formal organizations is not well understood. We argue that... View Details
      Keywords: Interactive Communication; Analytics and Data Science; Organizational Structure; Partners and Partnerships; Behavior; Internet and the Web; Theory; Information Technology Industry
      Citation
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      Kleinbaum, Adam M., Toby E. Stuart, and Michael L. Tushman. "Discretion Within the Constraints of Opportunity: Gender Homophily and Structure in a Formal Organization." Harvard Business School Working Paper, No. 12-050, December 2011.
      • 2008
      • Working Paper

      Communication (and Coordination?) in a Modern, Complex Organization

      By: Adam M. Kleinbaum, Toby E. Stuart and Michael L. Tushman
      This is a descriptive study of the structure of communications in a modern organization. We analyze a dataset with millions of electronic mail messages, calendar meetings and teleconferences for many thousands of employees of a single, multidivisional firm during a... View Details
      Keywords: Business Conglomerates; Interpersonal Communication; Organizational Structure; Social Issues; Boundaries
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      Kleinbaum, Adam M., Toby E. Stuart, and Michael L. Tushman. "Communication (and Coordination?) in a Modern, Complex Organization." Harvard Business School Working Paper, No. 09-004, July 2008.
      • 2007
      • Conference Presentation

      Flocking Together: Examining the Role of Homophily in Economic Exchange Relationships

      By: Ranjay Gulati
      Citation
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      Gulati, Ranjay. "Flocking Together: Examining the Role of Homophily in Economic Exchange Relationships." Paper presented at the Academy of Management Annual Meeting, Philadelphia, PA, 2007.
      • Forthcoming
      • Article

      How Important Is Editorial Gatekeeping? Evidence from Top Biomedical Journals

      By: Joshua L. Krieger, Kyle R. Myers and Ariel D. Stern
      We examine editors' influence on the scientific content of academic journals by unpacking the role of three major forces: journals' missions, aggregate supply of and demand for specific topics, and scientific homophily via editorial gatekeeping. In a sample of top... View Details
      Keywords: Editors; Biomedical Research; Editorial Gatekeeping; Scientific Homophily; Intellectual Capital; Mission and Purpose; Journals and Magazines; Intellectual Property; Innovation and Invention; Human Capital; Higher Education; Publishing Industry
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      Krieger, Joshua L., Kyle R. Myers, and Ariel D. Stern. "How Important Is Editorial Gatekeeping? Evidence from Top Biomedical Journals." Review of Economics and Statistics (forthcoming). (Pre-published online May 29, 2023.)
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