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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

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

Apr 2021
Conference Presentation

Political Homophily and Acrophily

By: Amit Goldenberg and J. J. Gross

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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22 Jan 2014
Working Paper Summaries

Separating Homophily and Peer Influence with Latent Space

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

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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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

2007
Conference Presentation

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

By: Ranjay Gulati

September 2009
Article

Structural Homophily or Social Asymmetry? The Formation of Alliances by Poorly Embedded Firms

By: Gautam Ahuja, Francisco Polidoro Jr. and Will Mitchell

Recent research shows that preexisting network structure constrains the formation of new interorganizational alliances. Firms that are poorly embedded in a network structure are less likely than richly embedded firms to form alliances, because they lack informational... View Details

Keywords: Interorganizational Networks; Interfirm Collaboration; Embeddedness; Networks; Joint Ventures; Alliances

27 Jan 2012
Working Paper Summaries

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

Keywords: by Adam M. Kleinbaum, Toby E. Stuart & Michael L. Tushman

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

(with Adam Kleinbaum and Toby Stuart), Organization Science, 2013, 24, 5, 1316-1336.. View Details

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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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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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

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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April 2020
Article

Designs for Estimating the Treatment Effect in Networks with Interference

By: Ravi Jagadeesan, Natesh S. Pillai and Alexander Volfovsky

In this paper, we introduce new, easily implementable designs for drawing causal inference from randomized experiments on networks with interference. Inspired by the idea of matching in observational studies, we introduce the notion of considering a treatment... View Details

Keywords: Experimental Design; Network Inference; Neyman Estimator; Symmetric Interference Model; Homophily

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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

Research Summary

Overview

According to McKinsey & Company, social interactions impact up to a third of all consumer purchases which accounts for US$940 billion in annual consumption in the US and Europe alone. Understanding social influence is important meeting consumer needs. In my research,... View Details

Keywords: Social Networks; Social Influence; Homophily; CRM; Mobile Gaming; Customer Lifetime Value; Forestry; Banking; Retail Banks

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

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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