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Article: The Formation of Reciprocal Social Support in Online Support Groups: A Network Modeling Approach

TitleThe Formation of Reciprocal Social Support in Online Support Groups: A Network Modeling Approach
Authors
KeywordsNetwork models
online support groups (OSGs)
reciprocity
social network
social support
Issue Date2022
Citation
IEEE Transactions on Computational Social Systems, 2022 How to Cite?
AbstractIn online support groups (OSGs), individuals build social connections in order to grant social support, especially reciprocal social support. Much research has been done around the support exchange behaviors and the content of support. Few have investigated the formation of reciprocal social support, especially in the context of social embedding where the social networks evolve. In this article, we aim to explain how reciprocal social support forms by testing and integrating the social science hypotheses into the modeling of the outside social networks. A series of simulation experiments have been conducted to test our hypotheses and the proposed models. The results show that our proposed models can well capture the reciprocal properties observed in real-world social networks, and our hypotheses can collectively explain the formation of reciprocal social support. By hypothesizing user behaviors of support exchange and modeling the outside social networks, our study advances the understanding of how users participate in online groups, either to give more or to receive more support.
Persistent Identifierhttp://hdl.handle.net/10722/330848
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorXu, Ronghua-
dc.contributor.authorZhang, Qingpeng-
dc.contributor.authorTan, Sidie-
dc.date.accessioned2023-09-05T12:15:13Z-
dc.date.available2023-09-05T12:15:13Z-
dc.date.issued2022-
dc.identifier.citationIEEE Transactions on Computational Social Systems, 2022-
dc.identifier.urihttp://hdl.handle.net/10722/330848-
dc.description.abstractIn online support groups (OSGs), individuals build social connections in order to grant social support, especially reciprocal social support. Much research has been done around the support exchange behaviors and the content of support. Few have investigated the formation of reciprocal social support, especially in the context of social embedding where the social networks evolve. In this article, we aim to explain how reciprocal social support forms by testing and integrating the social science hypotheses into the modeling of the outside social networks. A series of simulation experiments have been conducted to test our hypotheses and the proposed models. The results show that our proposed models can well capture the reciprocal properties observed in real-world social networks, and our hypotheses can collectively explain the formation of reciprocal social support. By hypothesizing user behaviors of support exchange and modeling the outside social networks, our study advances the understanding of how users participate in online groups, either to give more or to receive more support.-
dc.languageeng-
dc.relation.ispartofIEEE Transactions on Computational Social Systems-
dc.subjectNetwork models-
dc.subjectonline support groups (OSGs)-
dc.subjectreciprocity-
dc.subjectsocial network-
dc.subjectsocial support-
dc.titleThe Formation of Reciprocal Social Support in Online Support Groups: A Network Modeling Approach-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/TCSS.2022.3197641-
dc.identifier.scopuseid_2-s2.0-85137570424-
dc.identifier.eissn2329-924X-
dc.identifier.isiWOS:000852232800001-

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