方法对比

	Homophily Analysis	Positional Analysis	社会网络分析
领域	Sociology	Sociology	网络分析
方法族	Process / pipeline	Process / pipeline	Machine learning
起源年份	1954 (concept); 2001 (synthesis)	1976	1934 (sociometry); 1994 (modern formalization)
提出者	Lazarsfeld & Merton (concept); McPherson, Smith-Lovin & Cook (synthesis)	Harrison White, Ronald Burt, and colleagues	Moreno, J.L.; formalized by Wasserman & Faust
类型	Measurement of similarity-based tie formation	Framework for identifying network positions and the roles among them	Structural/relational analysis framework
开创性文献	McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001). Birds of a feather: homophily in social networks. Annual Review of Sociology, 27, 415–444.	Burt, R. S. (1976). Positions in networks. Social Forces, 55(1), 93–122.	Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
别名	homophily measurement, assortative mixing analysis, birds-of-a-feather analysis, tie-similarity analysis	role analysis, positional role analysis, network role and position analysis, regular equivalence analysis	SNA, network analysis, sociometric analysis, relational analysis
相关	4	5	5
摘要	Homophily analysis quantifies the tendency of similar individuals to form ties — the principle that 'birds of a feather flock together'. It compares the rate at which people connect with others who share an attribute (race, gender, age, education, attitudes) against what would be expected by chance, distinguishing the homophily that arises merely from group sizes from the genuine, behavior-driven preference for similar others.	Positional analysis is the network-analytic program that identifies the positions actors occupy — sets of actors equivalent in their relational patterns — and characterizes the system of roles that links those positions. Growing out of Harrison White's structuralism and Ronald Burt's operationalization in the 1970s, it treats the social structure as a small set of positions and the role relations among them, rather than as a collection of individual actors.	Social Network Analysis (SNA) is a structural method that maps and measures relationships and flows between people, groups, organizations, or other entities modeled as nodes connected by ties (edges). Rather than focusing on individual attributes, SNA reveals how the pattern of connections shapes behavior, influence, information flow, and outcomes within a system.