The Evolution of Social Network Analysis in Public Administration

IF 0.7 Q4 PUBLIC ADMINISTRATION Chinese Public Administration Review Pub Date : 2024-02-04 DOI:10.1177/15396754231221485
Yu Xiao, Yutong Si, Yue Guo
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Abstract

Despite the importance of social network analysis (SNA) in public administration, comprehensive reviews on this topic are rare. This study aims to fill this gap by focusing on the application of SNA in network research within public administration. This research analyzes 144 empirical papers from top public administration journals (January 1997–January 2022), utilizing bibliometric and content analyses. The study identifies social capital, the Advocacy Coalition Framework (ACF), the ecology of games framework, and resource dependence theory as the predominant theoretical foundations of SNA. The primary focus of these works is on collective action problems and public service delivery, with a trend towards the integration and comparison of theories. Through content analysis, we find a notable shift in SNA application from descriptive analysis to network inference, predominantly using Exponential Random Graph Models (ERGMs). It also reveals the growing significance of network visualization in SNA. The study concludes with potential future directions for SNA in public administration, highlighting its evolving role and significance.
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公共管理中社会网络分析的演变
尽管社会网络分析(SNA)在公共行政领域非常重要,但有关这一主题的全面评论却很少见。本研究旨在填补这一空白,重点关注社会网络分析在公共管理网络研究中的应用。本研究利用文献计量学和内容分析法,对来自顶级公共管理期刊的 144 篇实证论文(1997 年 1 月至 2022 年 1 月)进行了分析。研究发现,社会资本、倡导联盟框架(ACF)、博弈生态框架和资源依赖理论是国民账户体系的主要理论基础。这些著作的主要关注点是集体行动问题和公共服务的提供,并趋向于理论的整合与比较。通过内容分析,我们发现国民账户体系的应用出现了明显的转变,从描述性分析转向网络推断,主要使用指数随机图模型(ERGM)。研究还揭示了网络可视化在国民账户体系中日益重要的作用。研究最后提出了国民账户体系在公共行政领域的潜在未来发展方向,强调了其不断发展的作用和意义。
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来源期刊
Chinese Public Administration Review
Chinese Public Administration Review PUBLIC ADMINISTRATION-
CiteScore
0.80
自引率
0.00%
发文量
23
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