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Centrality in directed networks 有向网络中的中心性
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2026-01-07 DOI: 10.1016/j.socnet.2026.01.001
Gordana Marmulla, Ulrik Brandes
The identification of important nodes in a network is a pervasive task in a variety of disciplines from sociology and bibliometry to geography and chemistry, and an ever growing number of centrality indices is proposed for this purpose. While such indices are often ad-hoc, preservation of the vicinal preorder has been identified as the core axiom shared by centrality rankings on undirected graphs. We extend this idea to directed graphs by defining vertex preorders based on directed neighborhood-inclusion criteria. While, for the undirected case, the vicinal preorder is total on threshold graphs and preserves all standard centrality indices, we show that our generalized preorders are total on certain subclasses of threshold digraphs. We thus provide a consistent formalization of the hitherto rather conceptual notions of radial, medial, and hierarchical centralities. Through the criteria different notions of centrality are distinguishable, as we exemplify with selected standard centrality indices.
从社会学和文献计量学到地理学和化学,在各种学科中,识别网络中的重要节点是一项普遍的任务,为此目的提出了越来越多的中心性指数。虽然这些指标通常是临时的,但邻序的保存已被确定为无向图上的中心性排名所共享的核心公理。我们通过定义基于有向邻域包含准则的顶点预定顺序,将这一思想扩展到有向图。然而,对于无向情况,在阈值图上邻近的预定顺序是全的,并且保留了所有标准中心性指标,我们证明了我们的广义预定顺序在阈值有向图的某些子类上是全的。因此,我们提供了迄今为止相当概念性的径向、中间和分层中心概念的一致形式化。通过这些标准,可以区分不同的中心性概念,我们以选定的标准中心性指数为例。
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引用次数: 0
The influence of social network on consumers’ negative reactions toward corporate social advocacy: An egocentric network analysis 社会网络对消费者对企业社会宣传负面反应的影响:一个自我中心的网络分析
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2026-01-05 DOI: 10.1016/j.socnet.2025.12.008
Xueying Zhang , Ting Wang
This study investigates how consumers’ real life social networks affect their intentions to engage in negative word-of-mouth (NWOM) and boycott behaviors when confronted with a brand’s Corporate Social Advocacy (CSA) that contradicts their preexisting attitudes toward the issue. A total of 178 participants completed an online egocentric network survey, which included 604 reported alters. The results suggest individuals’ intentions of NWOM and boycott are predominantly shaped by the attitudes of alters in the network, rather than the size of the network or network density. Anger and contempt significantly facilitate the impact of network characteristics on NWOM and boycott. The findings highlight that cohesion amplifies conformity, but it is shared meaning and affective resonance that ultimately motivate behavior.
本研究调查了消费者在面对品牌的企业社会宣传(CSA)时,现实生活中的社交网络是如何影响他们参与负面口碑(NWOM)和抵制行为的意图的,这与他们先前对该问题的态度相矛盾。共有178名参与者完成了一项在线自我中心网络调查,其中包括604项报告的改变。研究结果表明,个体的NWOM和抵制意向主要受网络中其他人的态度影响,而不是受网络规模或网络密度的影响。愤怒和蔑视显著促进了网络特征对NWOM和抵制的影响。研究结果强调,凝聚力放大了一致性,但最终激发行为的是共同的意义和情感共鸣。
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引用次数: 0
Using LASSO for variable selection in exponential random graph models 用LASSO进行指数随机图模型的变量选择
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2026-01-03 DOI: 10.1016/j.socnet.2025.12.007
Sergio Buttazzo, Göran Kauermann
Exponential Random Graph Models (ERGMs) are a powerful and flexible framework for modeling network data. A fundamental challenge in ERGM estimation is the correct specification of the (sufficient) statistics that define the model structure. This paper addresses the problem of variable selection in ERGMs by making use of LASSO, a penalized estimation technique that shrinks some parameter estimates to zero, effectively selecting relevant variables. While LASSO is well established in standard regression settings, its application to ERGMs remains less explored. Here, we demonstrate how LASSO can be employed in the ERGM framework to perform variable selection and propose a ranking procedure to assess the relevance of candidate model terms.
指数随机图模型是一种强大而灵活的网络数据建模框架。ERGM估计中的一个基本挑战是定义模型结构的(充分的)统计数据的正确规范。本文通过使用LASSO来解决ergm中的变量选择问题,LASSO是一种惩罚估计技术,可以将一些参数估计缩小到零,有效地选择相关变量。虽然LASSO在标准回归设置中已经很好地建立了,但它在ergm中的应用仍然很少被探索。在这里,我们展示了如何在ERGM框架中使用LASSO来执行变量选择,并提出了一个排序程序来评估候选模型项的相关性。
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引用次数: 0
Using social network analysis to understand residents’ social connection in a Singapore neighbourhood 利用社会网络分析了解新加坡某社区居民的社会联系
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-24 DOI: 10.1016/j.socnet.2025.12.006
Yohei Kato, Francine Chan, Belinda Yuen
Social isolation is an urgent challenge in urban environments worldwide. A widely used strategy is to establish social hubs within local neighbourhoods to promote social connection among residents, especially older adults. Yet little is known about the working and outcome of these social spaces, activities and programmes. The study seeks to address this knowledge gap and examine residents’ participation and membership in social activities and organisations within a public housing neighbourhood in Singapore using survey data (N = 300). Developing a comprehensive understanding of the social and spatial factors that facilitate resident interactions, Exponential Random Graph Models are employed, integrating three spatial mechanisms—spatial propinquity, spatial composition, and spatial configuration—alongside residents’ sociodemographic profiles, self-reported health and well-being, and perceptions of the local environment (e.g. place attachment, walkability). The study found that integrating multiple spatial mechanisms with residents’ characteristics offers deeper insight into local social connectedness. Spatial composition and configuration are stronger predictors of participation and membership than individual traits or proximity. It validates the configurational approach, showing that features like spatial integration and third places shape social interaction patterns. The findings illuminate how specific local organisations function as social hubs, offering guidance for designing community-based interventions while providing tools for evaluating such initiatives.
社会隔离是世界各地城市环境面临的紧迫挑战。一个广泛使用的策略是在当地社区建立社会中心,以促进居民,特别是老年人之间的社会联系。然而,人们对这些社会空间、活动和项目的运作和结果知之甚少。该研究旨在解决这一知识差距,并使用调查数据(N = 300)检查新加坡公共住房社区内居民对社会活动和组织的参与和成员资格。为了全面理解促进居民互动的社会和空间因素,采用指数随机图模型,将三种空间机制——空间接近性、空间构成和空间配置——与居民的社会人口统计资料、自我报告的健康和福祉以及对当地环境的感知(如地方依恋、可步行性)整合在一起。研究发现,将多种空间机制与居民特征相结合,可以更深入地了解当地的社会联系。空间组成和配置比个体特征或接近性更能预测参与和成员关系。它验证了配置方法,表明空间整合和第三空间等特征塑造了社会互动模式。这些发现阐明了具体的地方组织如何作为社会中心发挥作用,为设计基于社区的干预措施提供指导,同时为评估此类举措提供工具。
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引用次数: 0
Dissipation and bondedness in networks via conflict-based cohesion 基于冲突的内聚在网络中的耗散和粘合
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-22 DOI: 10.1016/j.socnet.2025.12.003
Kenneth S. Berenhaut , Liangdongsheng Lyu , Yuxiao Zhou
In this paper, we introduce a method to measure the extent to which individual ties in a social network contribute to cohesiveness in subgroups through consideration of heterogeneity in local/global connectedness. Employing the concept of (conflict-based) cohesion introduced recently by Berenhaut, Moore and Melvin [Proceedings of the National Academy of Sciences, 119 (4) (2022)], we define a measure of dissipation of cohesion over edges, as well as an accompanying local threshold which distinguishes dissipative from bonded ties. The resulting network of bonded edges can provide structural connectivity information which does not suffer from some typical resolution issues, while the network of dissipative ties can be used to identify regions of network vulnerability and possible fission. Importantly, the method can identify crucial and intermediary independent nodes, which may be informative in social and other settings. Applications to real-world data including two-mode networks are considered.
在本文中,我们引入了一种方法,通过考虑本地/全球连通性的异质性,来衡量社会网络中的个人联系对子群体凝聚力的贡献程度。采用Berenhaut, Moore和Melvin最近提出的(基于冲突的)凝聚力概念[美国国家科学院院刊,119(4)(2022)],我们定义了边缘上凝聚力耗散的度量,以及伴随的局部阈值,该阈值将耗散与粘合关系区分开来。由此产生的键合边网络可以提供结构连通性信息,而不受一些典型的解决问题的影响,而耗散连接网络可以用来识别网络脆弱性和可能的裂变区域。重要的是,该方法可以识别关键和中间独立节点,这可能在社会和其他环境中提供信息。考虑了包括双模式网络在内的实际数据的应用。
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引用次数: 0
Getting lonely and isolated? Transitions in social isolation profiles over time and factors associated with them among older adults 感到孤独和孤立?随着时间的推移,老年人社会孤立状况的转变以及与之相关的因素
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-22 DOI: 10.1016/j.socnet.2025.12.005
Pildoo Sung , Angelique Chan , Abhijit Visaria , June May-Ling Lee
The interplay between the structural, functional, and evaluative dimensions of social isolation and their temporal dynamics remains underexplored. We investigated (1) older adults’ distinct social isolation profiles, each characterized by varying degrees of social ties, perceived social support, and loneliness; (2) the stability and changes in these profiles over time; and (3) factors associated with key transition patterns. Using random-intercept latent transition analysis on two-wave longitudinal data from 1305 older Singaporeans aged 60–91 years, we identified five time-invariant profiles: (1) diverse ties and support, less lonely (24.4 % at baseline); (2) relative ties and support, less lonely (25.8 %); (3) friend ties and support, less lonely (9.3 %); (4) less supportive ties, less lonely (31.1 %); and (5) less supportive ties, lonely (9.4 %). Over time, more than half of the respondents (56.1 %) changed profiles. Specifically, less educated and financially insecure older adults were more likely to transition from profiles with supportive ties (profiles 1–3) to the profile with less supportive ties (profile 4), without a concomitant rise in loneliness. Instead, increases in depressive symptoms were associated with persistence in or transition into the lonely profile (profile 5). Overall, socioeconomic disadvantages and deteriorating mental health were identified as distinct risk factors for reduced perceived support and loneliness, respectively, highlighting the necessity for tailored interventions.
社会孤立的结构、功能和评价维度与其时间动态之间的相互作用仍未得到充分探讨。我们调查了:(1)老年人不同的社会隔离特征,每个特征都以不同程度的社会联系、感知的社会支持和孤独感为特征;(2)这些剖面随时间的稳定性和变化;(3)与关键过渡模式相关的因素。通过对1305名年龄在60-91岁的新加坡老年人的两波纵向数据进行随机截距潜在过渡分析,我们确定了五个不变的特征:(1)不同的联系和支持,较少孤独(基线时24.4 %);(2)有亲属关系和支持,孤独感少(25.8 %);(3)朋友关系和支持,减少孤独感(9.3 %);(4)支持关系少,孤独感少(31.1% %);(5)支持关系少,孤独(9.4% %)。随着时间的推移,超过一半的受访者(56.1%)改变了个人资料。具体来说,受教育程度较低、经济上没有安全感的老年人更有可能从有支持性关系的形象(形象1-3)转变为没有支持性关系的形象(形象4),而孤独感却没有随之上升。相反,抑郁症状的增加与持续或过渡到孤独状态有关(特征5)。总体而言,社会经济劣势和心理健康恶化分别被确定为减少感知支持和孤独感的明显风险因素,强调了量身定制干预措施的必要性。
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引用次数: 0
Beyond weak ties in prison: An investigation of core support networks of incarcerated persons 超越监狱中的弱关系:对在押人员核心支持网络的调查
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-20 DOI: 10.1016/j.socnet.2025.12.004
Siyun Peng , Martha Tillson , Maria Rockett , Marisa Booty , Carrie B. Oser
Tie formation has been a core interest of network researchers. However, most existing research on tie formation in prisons has focused on weak ties, assuming that a core network approach is less applicable within total institutions such as prisons. Drawing on egocentric network data from 389 incarcerated individuals and 1352 named network members, this study demonstrates that relationships between incarcerated persons can be examined using a core support network framework. We find that about 20 % of participants include at least one incarcerated peer in their core support networks, with these ties providing both practical and emotional support comparable to that offered by other core support network members. These findings underscore the critical role that peer relationships play in coping with the stresses of incarceration. This study also offers a rare opportunity to test tie formation theories in a total institution context. Specifically, our results support theories of contact opportunities, unmet social needs, and experiential homophily in shaping decisions to include at least one incarcerated peer in core support networks. By examining the dynamics of core support networks during incarceration, this study contributes to a deeper understanding of resilience and trust formation in highly constrained, high-stress environments.
关系的形成一直是网络研究者的核心兴趣。然而,大多数关于监狱关系形成的现有研究都集中在弱关系上,假设核心网络方法在监狱等整体机构中不太适用。利用来自389名在押人员和1352名网络成员的自我中心网络数据,本研究表明,可以使用核心支持网络框架来检验在押人员之间的关系。我们发现大约20% %的参与者在他们的核心支持网络中至少有一个被监禁的同伴,这些关系提供了与其他核心支持网络成员相当的实际和情感支持。这些发现强调了同伴关系在应对监禁压力方面所起的关键作用。本研究也提供了一个难得的机会,在整个制度背景下检验关系形成理论。具体来说,我们的研究结果支持了接触机会理论、未满足的社会需求理论和经验同质性理论,这些理论有助于形成在核心支持网络中包括至少一个被监禁同伴的决策。通过研究监禁期间核心支持网络的动态,本研究有助于更深入地了解高度约束、高压力环境下的恢复力和信任形成。
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引用次数: 0
Alter composition with overlapping group memberships 使用重叠的组成员改变组合
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-10 DOI: 10.1016/j.socnet.2025.12.001
Martin G. Everett , Stephen P. Borgatti
In this paper, we examine common methods of analyzing network data in which we characterize nodes via categorical attributes. For example, we consider alter composition (counting the number of alters of a given type), alter heterogeneity (measuring the diversity of ego’s alters), homophily (similarity between ego and their alters) and Gould-Fernandez brokerage (assessing how often a node is in a position to broker between different categories). All of these techniques assume that all nodes belong to one and only one category -- i.e., the categorical attribute forms a node partition. However, there are a number of circumstances in which network actors belong to multiple categories. For example a manager might belong to multiple teams or project groups, while a teacher may teach more than one subject. We present a general approach for generalizing measures originally designed for mutually exclusive categories to the case where we have multiple memberships. Instead of a categorical vector, our method assumes a node by category membership matrix that is row-stochastic (e.g., the proportion of effort spent on each of several projects). Multiplying the adjacency matrix by this indicator matrix gives the indirect affinity each node has to each category through its alters. In the special case where each row has a single non-zero value (i.e., 1), the product counts the number of alters in each category, providing a true generalization of existing measures. In addition, we extend Burt’s structural holes measures to not only take into account category membership, but also handle the case of multiple memberships.
在本文中,我们研究了分析网络数据的常用方法,其中我们通过分类属性来表征节点。例如,我们考虑了改变构成(计算给定类型的改变数量)、改变异质性(测量自我的改变的多样性)、同质性(自我与其改变之间的相似性)和古尔德-费尔南德斯中介(评估节点在不同类别之间进行中介的频率)。所有这些技术都假定所有节点都属于且仅属于一个类别——即,分类属性形成一个节点分区。然而,在许多情况下,网络参与者属于多个类别。例如,经理可能属于多个团队或项目组,而教师可能教授多个科目。我们提出了一种通用方法,用于将最初为互斥类别设计的度量推广到我们有多个成员的情况。我们的方法没有使用分类向量,而是假设了一个按类别隶属矩阵的节点,该矩阵是行随机的(例如,在几个项目中的每个项目上花费的努力的比例)。将邻接矩阵乘以该指示矩阵,得到每个节点通过其变化与每个类别之间的间接亲缘关系。在每行都有一个非零值(即1)的特殊情况下,乘积计算每个类别中的变化数,从而提供现有度量的真正泛化。此外,我们扩展了Burt的结构漏洞度量,不仅考虑了类别隶属关系,而且还处理了多个隶属关系的情况。
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引用次数: 0
The impact of dyads and extended networks on political talk: A factorial survey experiment in the Netherlands 二元和扩展网络对政治谈话的影响:荷兰的一个析因调查实验
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-06 DOI: 10.1016/j.socnet.2025.11.003
Bas Hofstra , Thijmen Jeroense , Jochem Tolsma
Open political dialogue is regarded as foundational to democratic health and our social fabric. Here, we study political dialogue by examining with whom we prefer to talk about politics and why. In so doing, we develop and test hypotheses about what random encounters (e.g., meeting similar versus dissimilar others, meeting friends or colleagues) foster political dialogue, pose and test conjectures about what features of extended networks facilitate political debate, and present a new unique factorial survey experiment to answer our questions. We incorporated this factorial survey experiment within the NEtherlands Longitudinal Lifecourse Study 2022 (NELLS) and presented to a large sample of Dutch citizens – including Dutch ethnic majority members as well as minoritized Dutch with a Turkish or Moroccan heritage – a choice to engage in political talk or not. Hierarchical linear models reveal that relationship strength, rather than identity similarity (e.g., gender, ethnic), is the primary driver of opting for political dialogue. However, in encounters lacking prior relationship history, gender similarity increases the willingness to engage, and similar political views do relate to engaging in substantive debate modeled dichotomously. Ethnic diversity within extended networks fosters political discussion, while network size has a nonlinear association – medium-sized networks are more conducive to dialogue than very small or very large ones. These findings contribute to debates on political polarization by highlighting the relational conditions that encourage political exchange.
公开的政治对话被视为民主健康和我们的社会结构的基础。在这里,我们通过研究我们更喜欢和谁谈论政治以及为什么谈论政治来研究政治对话。在这样做的过程中,我们发展并测试了关于随机相遇(例如,与相似或不同的人会面,与朋友或同事会面)促进政治对话的假设,提出并测试了关于扩展网络的哪些特征促进政治辩论的猜想,并提出了一个新的独特的因子调查实验来回答我们的问题。我们在荷兰纵向生命历程研究2022 (NELLS)中纳入了这一因子调查实验,并向大量荷兰公民(包括荷兰多数民族成员以及土耳其或摩洛哥血统的少数民族荷兰人)提供了参与政治谈话或不参与政治谈话的选择。层次线性模型显示,关系强度,而不是身份相似性(如性别、种族),是选择政治对话的主要驱动因素。然而,在缺乏先前关系历史的遭遇中,性别相似性增加了参与的意愿,相似的政治观点确实与参与实质性辩论有关。扩展网络中的种族多样性促进了政治讨论,而网络规模具有非线性关联——中等规模的网络比非常小或非常大的网络更有利于对话。这些发现通过强调鼓励政治交流的关系条件,有助于对政治两极分化的辩论。
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引用次数: 0
Social network connectivity and food insecurity among single parents: Findings from a representative survey in Ghana 单亲家庭的社交网络连接和粮食不安全:来自加纳一项代表性调查的结果
IF 2.4 2区 社会学 Q1 ANTHROPOLOGY Pub Date : 2025-12-04 DOI: 10.1016/j.socnet.2025.12.002
Obed Jones Owusu-Sarpong , Kabila Abass , Solomon Osei-Tutu , Armstrong Francis Tumawu , Razak M. Gyasi

Background

This study examines the association between social network connectivity and food insecurity among single parents in Ghana, and explores the modifying roles of age, sex, and spatial differences.

Methods

Data were collected from 627 single parents selected through a multi-stage stratified sampling technique. Social networks were evaluated using the Lubben Social Network Scale - 6 Item Version (LSNS-6). Food insecurity was assessed using the FIES Scale. Hierarchical multivariable linear regression models and interaction analyses were performed to evaluate the hypothesized associations.

Results

The mean age (SD) was 45.0 (14.7) years, and 67.3 % were females. After full adjustment, greater social network connectivity was significantly associated with lower food insecurity (B = −.093,p < 0.001). Age (B= −.002, p < 0.01) and spatial variations (B=.047, p < 0.05) moderated this association. Additionally, we observed significant negative associations of the social networks of relatives (B=-.105, p < 0.001) and of friends (B=.073, p < 0.01) with food insecurity

Conclusions

Social network connectivity was negatively associated with food insecurity, and this association was stronger among young adults and urban residents. Efforts for targeted interventions for single parents, in building resilient social network connectivity may provide a safety net in times of need.
本研究考察了加纳单亲家庭的社交网络连通性与粮食不安全之间的关系,并探讨了年龄、性别和空间差异的调节作用。方法采用多阶段分层抽样方法,对627名单亲家长进行调查。使用Lubben社会网络量表-6项版本(LSNS-6)对社会网络进行评估。粮食不安全状况采用FIES量表进行评估。采用分层多变量线性回归模型和相互作用分析来评估假设的关联。结果平均年龄(SD)为45.0(14.7)岁,女性占67.3% 。充分调整后,更大的社会网络连通性与更低的粮食不安全显著相关(B = - 0.093,p <; 0.001)。年龄(B=−。002, p <; 0.01)和空间差异(B= 0.047, p <; 0.05)调节了这种关联。此外,我们观察到亲属(B=- 0.105, p <; 0.001)和朋友(B= 0.073, p <; 0.01)的社会网络与食品不安全之间存在显著的负相关关系。结论:社会网络连接与食品不安全之间存在负相关关系,这种关联在年轻人和城市居民中更为强烈。努力为单亲父母提供有针对性的干预措施,建立有弹性的社会网络连接,可以在需要时提供安全网。
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引用次数: 0
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Social Networks
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