Social Networks最新文献

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Shared responsibility and network collaboration in caregiving 在护理方面分担责任和网络协作
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.05.002
Melissa Zajdel, Krystyna R. Keller, Lindsey Mountcastle, Laura M. Koehly
{"title":"Shared responsibility and network collaboration in caregiving","authors":"Melissa Zajdel,&nbsp;Krystyna R. Keller,&nbsp;Lindsey Mountcastle,&nbsp;Laura M. Koehly","doi":"10.1016/j.socnet.2023.05.002","DOIUrl":"10.1016/j.socnet.2023.05.002","url":null,"abstract":"<div><p>Communal coping may benefit caregivers, but most communal coping research focuses on dyads. Using an egocentric network design, we examine caregivers’ we-talk—a linguistic marker of shared responsibility—and caregiver reports of 1) network member involvement in collaborative care roles and 2) met/unmet expectations across typically developing and rare disease contexts. We-talk was linked to involvement in direct care and support, but links of we-talk to decision-making varied based on network member closeness; we-talk was linked to meeting expectations for decision-making only. There were no differences across context, suggesting shared responsibility is linked to collaborative roles across caregiving contexts.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 236-244"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10399706/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10331224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of selection in socioeconomic homophily: Evidence from an adolescent summer camp 选择在社会经济同质性中的作用:来自青少年夏令营的证据
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.04.002
Marion Hoffman , Timothée Chabot
{"title":"The role of selection in socioeconomic homophily: Evidence from an adolescent summer camp","authors":"Marion Hoffman ,&nbsp;Timothée Chabot","doi":"10.1016/j.socnet.2023.04.002","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.04.002","url":null,"abstract":"<div><p>Socioeconomic homophily in friendship networks is the result of several co-occurring processes, which are extremely challenging to disentangle. We propose to study the particular context of a three-week summer camp in France that gathered teenagers from varied socioeconomic backgrounds. We argue that this camp provides a unique opportunity to observe the sociability of adolescents in well-bounded settings with equalized meeting opportunities, thus helping us to narrow down the specific role of <em>homophilic selection</em> - the process by which individuals actively select similar friends. We use Stochastic Actor-Oriented Models to analyze the declared friendships of participants. Furthermore, we introduce a novel longitudinal extension of the Exponential Random Partition Model (ERPM), a model developed for relational data organized in discrete groups, which we apply to observed meal-sharing among adolescents. Results point to weak to non-existent homophilic selection during the stay. In turn, this suggests that structural opportunities and contextual moderators might be essential in explaining the amount of socioeconomic homophily found at school or in other contexts.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 259-274"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49722667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Closeness centrality via the Condorcet principle 通过孔多塞原理的接近中心性
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.01.005
Oskar Skibski
{"title":"Closeness centrality via the Condorcet principle","authors":"Oskar Skibski","doi":"10.1016/j.socnet.2023.01.005","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.01.005","url":null,"abstract":"<div><p>We provide a characterization of closeness centrality in the class of distance-based centralities. To this end, we introduce a natural property, called <em>majority comparison</em>, that states that out of two adjacent nodes the one closer to more nodes is more central. We prove that any distance-based centrality that satisfies this property gives the same ranking in every graph as closeness centrality. The axiom is inspired by the interpretation of the graph as an election in which nodes are both voters and candidates and their preferences are determined by the distances to the other nodes.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 13-18"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49722865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Embedded performers: The relational foundations of record production 嵌入式表演者:唱片制作的关系基础
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.04.003
Mario Diani, Silvia Sacchetti
{"title":"Embedded performers: The relational foundations of record production","authors":"Mario Diani,&nbsp;Silvia Sacchetti","doi":"10.1016/j.socnet.2023.04.003","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.04.003","url":null,"abstract":"<div><p>This article discusses some network mechanisms that may facilitate involvement in artistic production. More specifically, it explores the nature of the collaborative networks in which musicians are embedded, and looks for the structural configurations that are most conducive to individual creativity. Drawing upon a dataset consisting of 253 music teachers in the Italian region of Trentino, and focusing in particular on record production, the article shows productivity and artistic vitality to be highest among musicians with a balanced combination of ties to other musicians in the local music schools system, and ties to musicians with different territorial locations. These findings contribute to established lines of research on the network determinants of individual productivity and creativity in various domains.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 206-215"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49722943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Separating the wheat from the chaff: Bayesian regularization in dynamic social networks 从谷壳中分离小麦:动态社会网络中的贝叶斯正则化
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.02.006
Diana Karimova , Roger Th.A.J. Leenders , Marlyne Meijerink-Bosman , Joris Mulder
{"title":"Separating the wheat from the chaff: Bayesian regularization in dynamic social networks","authors":"Diana Karimova ,&nbsp;Roger Th.A.J. Leenders ,&nbsp;Marlyne Meijerink-Bosman ,&nbsp;Joris Mulder","doi":"10.1016/j.socnet.2023.02.006","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.02.006","url":null,"abstract":"<div><p>In recent years there has been an increasing interest in the use of relational event models for dynamic social network analysis. The basis of these models is the concept of an “event”, defined as a triplet of time, sender, and receiver of some social interaction. The key question that relational event models aim to answer is what drives the pattern of social interactions among actors. Researchers often consider a very large number of predictors in their studies (including exogenous effects, endogenous network effects, and interaction effects). However, employing an excessive number of effects may lead to overfitting and inflated Type-I error rates. Moreover, the fitted model can easily become overly complex and the implied social interaction behavior difficult to interpret. A potential solution to this problem is to apply Bayesian regularization using shrinkage priors to recognize which effects are truly nonzero (the “wheat”) and which effects can be considered as (largely) irrelevant (the “chaff”). In this paper, we propose Bayesian regularization methods for relational event models using four different priors for both an actor and a dyad relational event model: a flat prior model with no shrinkage, a ridge estimator with a normal prior, a Bayesian lasso with a Laplace prior, and a horseshoe prior. We apply these regularization methods in three different empirical applications. The results reveal that Bayesian regularization can be used to separate the wheat from the chaff in models with a large number of effects by yielding considerably fewer significant effects, resulting in a more parsimonious description of the social interaction behavior between actors in dynamic social networks, without sacrificing predictive performance.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 139-155"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49762207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Bayesian nonparametric mixtures of Exponential Random Graph Models for ensembles of networks 网络集合的指数随机图模型的贝叶斯非参数混合
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.03.005
Sa Ren , Xue Wang , Peng Liu , Jian Zhang
{"title":"Bayesian nonparametric mixtures of Exponential Random Graph Models for ensembles of networks","authors":"Sa Ren ,&nbsp;Xue Wang ,&nbsp;Peng Liu ,&nbsp;Jian Zhang","doi":"10.1016/j.socnet.2023.03.005","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.03.005","url":null,"abstract":"<div><p>Ensembles of networks arise in various fields where multiple independent networks are observed, for example, a collection of student networks from different classes. However, there are few models that describe both the variations and characteristics of networks in an ensemble at the same time. In this manuscript, we propose to model ensembles of networks using a Dirichlet Process Mixture of Exponential Random Graph Models (DPM-ERGMs), which divides an ensemble into different clusters and models each cluster of networks using a separate Exponential Random Graph Model (ERGM). By employing a Dirichlet process mixture, the number of clusters can be determined automatically and changed adaptively with the data provided. Moreover, in order to perform full Bayesian inference for DPM-ERGMs, we develop a Metropolis-within-slice sampling algorithm to address the problem of sampling from the intractable ERGMs on an infinite sample space. We also demonstrate the performance of DPM-ERGMs with both simulated and real datasets.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 156-165"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49762208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What is the Point of Change? Change Point Detection in Relational Event Models 改变的意义是什么?关系事件模型中的变点检测
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.03.004
Mahdi Shafiee Kamalabad , Roger Leenders , Joris Mulder
{"title":"What is the Point of Change? Change Point Detection in Relational Event Models","authors":"Mahdi Shafiee Kamalabad ,&nbsp;Roger Leenders ,&nbsp;Joris Mulder","doi":"10.1016/j.socnet.2023.03.004","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.03.004","url":null,"abstract":"<div><p>This paper presents an extension to the relational event model with change points (REM-CP) to study abrupt changes to social interaction behavior in temporal networks. A change point detection algorithm is proposed for exploring when and which network effects abruptly change, and a confirmatory approach to test the presence of a change point at a given moment. The effectiveness of the methodology was assessed with numerical simulations and NASA’s Apollo 13 mission data. The latter revealed dynamic communication behavior and identified time zones where most change points occurred, including around the time of the famous quote “Houston, we’ve had a problem.”</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 166-181"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49762209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Knowing me, knowing you: Socio-economic status and (segregation in) peer and parental networks in primary school 了解我,了解你:小学的社会经济地位和同辈和父母网络的(隔离)
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.03.003
Dieuwke Zwier, Sara Geven
{"title":"Knowing me, knowing you: Socio-economic status and (segregation in) peer and parental networks in primary school","authors":"Dieuwke Zwier,&nbsp;Sara Geven","doi":"10.1016/j.socnet.2023.03.003","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.03.003","url":null,"abstract":"<div><p>Students of different socio-economic status (SES) backgrounds are sorted into different schools. While integrating schools seems an easy solution to enhance inter-group interaction, this is yet an empirical question as we know little about how networks structure along SES lines <em>in</em> school. We examine the tendency for friendship and parental networks in primary school to structure by SES. We furthermore explore the role of the local school context. To do so, we collected multiplex classroom network data among Dutch students in 68 classrooms (55 schools) in their final year of primary school (grade 6; age 11–12). We link these sociometric data to register data, and test our hypotheses using cross-sectional exponential random graph models and meta-analysis techniques. Findings show that the networks of primary school students and their parents display a tendency for same-SES over cross-SES ties, net of opportunity structures. We do not find evidence for SES differences in the strength of SES homophily. Descriptive analyses show SES disparities in the extent to which parents have ties with the parents of their children’s friends (i.e., intergenerational closure), but these disparities disappear when controlling for other tie-generating mechanisms using ERGMs.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 127-138"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49722767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Structure of personal networks and cognitive abilities: A study on a sample of Italian older adults 个人网络结构与认知能力:意大利老年人样本研究
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.02.005
Federico Bianchi , Matteo Piolatto , Alessandra Marengoni , Flaminio Squazzoni
{"title":"Structure of personal networks and cognitive abilities: A study on a sample of Italian older adults","authors":"Federico Bianchi ,&nbsp;Matteo Piolatto ,&nbsp;Alessandra Marengoni ,&nbsp;Flaminio Squazzoni","doi":"10.1016/j.socnet.2023.02.005","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.02.005","url":null,"abstract":"<div><p>Research in social gerontology has suggested that structural complexity of personal networks could moderate cognitive decline of older adults. In line with the <em>environmental complexity hypothesis</em>, their cognitive functioning would benefit from a high number of cohesive subgroups in their own personal networks, i.e., various social <em>foci</em>, thanks to higher cognitive stimuli from various social interactions. Yet, past studies considered only compositional diversity of networks due to lack of data on alter–alter ties. To fill this gap, we collected survey ego-network data on frequent social contacts (including alter–alter ties) and cognitive functioning on a sample of individuals aged <span><math><mo>≥</mo></math></span> 75 in Brescia, Italy (<span><math><mrow><mi>N</mi><mo>=</mo><mn>230</mn></mrow></math></span>). As a proxy for <em>social foci</em>, we detected cohesive subgroups within each respondent’s personal networks. Results showed a positive association between the number of cohesive subgroups and cognitive functioning, regardless of the network size, while controlling for relevant socio-demographic attributes and depression symptoms. Our findings testify to the importance of granular network data in studying the link between social relationships and cognitive functioning.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 71-77"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49722780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of the tariff concessions of the RCEP agreement on the structure and evolution mechanism of manufacturing trade networks RCEP协定关税减让对制造业贸易网络结构及演化机制的影响
IF 3.1 2区 社会学
Social Networks Pub Date : 2023-07-01 DOI: 10.1016/j.socnet.2023.01.008
Nina Zhu , Siyi Huang
{"title":"Impact of the tariff concessions of the RCEP agreement on the structure and evolution mechanism of manufacturing trade networks","authors":"Nina Zhu ,&nbsp;Siyi Huang","doi":"10.1016/j.socnet.2023.01.008","DOIUrl":"https://doi.org/10.1016/j.socnet.2023.01.008","url":null,"abstract":"<div><p>In the world’s largest free trade area, the Regional Comprehensive Economic Partnership (RCEP) agreement will gradually eliminate tariffs on over 90% of member countries’ goods over the next 36 years. We construct a tariff policy effects evaluation framework based on the complex network theory. In this framework, the standard Global Trade Analysis Project (GTAP) model is recursively extended to generate forecasted data of bilateral trade. Based on this, we model the RCEP manufacturing trade networks and analyze the response of its core–periphery structure to the tariff concessions. Then, we evaluate policy effects on the evolution of trade patterns based on motif analysis. Finally, we construct separable temporal exponential family random graph models (STERGM) to explore the influence path and degree of the new tariff agreement on the evolutionary mechanisms of trade networks.</p></div>","PeriodicalId":48353,"journal":{"name":"Social Networks","volume":"74 ","pages":"Pages 78-101"},"PeriodicalIF":3.1,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49722781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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