A simple model of homophily in social networks

被引:48
|
作者
Currarini, Sergio [1 ,2 ,3 ]
Matheson, Jesse [1 ]
Vega-Redondo, Fernando [4 ,5 ]
机构
[1] Univ Leicester, Dept Econ, Leicester LE1 7RH, Leics, England
[2] Univ Ca Foscari Venezia, Venice, Italy
[3] New Econ Sch, Moscow, Russia
[4] Bocconi Univ, Milan, Italy
[5] ICIER, Milan, Italy
关键词
Homophily; Social networks; Segregation; SEGREGATION; RACE;
D O I
10.1016/j.euroecorev.2016.03.011
中图分类号
F [经济];
学科分类号
02 ;
摘要
Biases in meeting opportunities have been recently shown to play a key role for the emergence of homophily in social networks (see Currarini et al., 2009). The aim of this paper is to provide a simple microfoundation of these biases in a model where the size and type-composition of the meeting pools are shaped by agents' socialization decisions. In particular, agents either inbreed (direct search only to similar types) or outbreed (direct search to population at large). When outbreeding is costly, this is shown to induce stark equilibrium behavior of a threshold type: agents "inbreed" (i.e. mostly meet their own type) if, and only if, their group is above certain size. We show that this threshold equilibrium generates patterns of in-group and cross-group ties that are consistent with empirical evidence of homophily in two paradigmatic instances: high school friendships and interethnic marriages. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:18 / 39
页数:22
相关论文
共 50 条
  • [21] Homophily influences ranking of minorities in social networks
    Karimi, Fariba
    Genois, Mathieu
    Wagner, Claudia
    Singer, Philipp
    Strohmaier, Markus
    SCIENTIFIC REPORTS, 2018, 8
  • [22] A computational study of homophily and diffusion of common knowledge on social networks based on a model of Facebook
    Korkmaz, Gizem
    Kuhlman, Chris J.
    Goldstein, Joshua
    Vega-Redondo, Fernando
    SOCIAL NETWORK ANALYSIS AND MINING, 2020, 10 (01)
  • [23] IMPACT OF HOMOPHILY ON DIFFUSION DYNAMICS OVER SOCIAL NETWORKS
    Yavas, Mustafa
    Yucel, Gonenc
    PROCEEDINGS 27TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2013, 2013, : 888 - +
  • [24] A computational study of homophily and diffusion of common knowledge on social networks based on a model of Facebook
    Gizem Korkmaz
    Chris J. Kuhlman
    Joshua Goldstein
    Fernando Vega-Redondo
    Social Network Analysis and Mining, 2020, 10
  • [25] Impact of Homophily on Diffusion Dynamics Over Social Networks
    Yavas, Mustafa
    Yucel, Gonenc
    SOCIAL SCIENCE COMPUTER REVIEW, 2014, 32 (03) : 354 - 372
  • [26] Clique Comparison and Homophily Detection in Telecom Social Networks
    Mandic, Marin
    Skobic, Davor
    Martinovic, Goran
    INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, 2018, 9 (02) : 81 - 87
  • [27] The Competition of Homophily and Popularity in Growing and Evolving Social Networks
    Liu, Yezheng
    Li, Lingfei
    Wang, Hai
    Sun, Chunhua
    Chen, Xiayu
    He, Jianmin
    Jiang, Yuanchun
    SCIENTIFIC REPORTS, 2018, 8
  • [28] Estimating Homophily in Social Networks Using Dyadic Predictions
    Berry, George
    Sirianni, Antonio
    Weber, Ingmar
    An, Jisun
    Macy, Michael
    SOCIOLOGICAL SCIENCE, 2021, 8 : 285 - 307
  • [29] The Competition of Homophily and Popularity in Growing and Evolving Social Networks
    Yezheng Liu
    Lingfei Li
    Hai Wang
    Chunhua Sun
    Xiayu Chen
    Jianmin He
    Yuanchun Jiang
    Scientific Reports, 8
  • [30] Homophily of music listening in online social networks of China
    Zhou, Zhenkun
    Xu, Ke
    Zhao, Jichang
    SOCIAL NETWORKS, 2018, 55 : 160 - 169