{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T17:25:38Z","timestamp":1754155538614,"version":"3.41.2"},"reference-count":109,"publisher":"Emerald","issue":"5","license":[{"start":{"date-parts":[[2017,5,2]],"date-time":"2017-05-02T00:00:00Z","timestamp":1493683200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["K"],"published-print":{"date-parts":[[2017,5,2]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>This paper aims to describe a method for combining perceived community support, relationship quality and the extended technology acceptance model in the same empirically derived associative network. The research also examines the moderating role of accumulation of knowledge (based on beliefs and opinions) derived from social interactions.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>The Pathfinder algorithm is a valid approach for determining network structures from relatedness data. Such a graphical representation provides managers with a comprehensible picture of how social behaviours relate to loyalty-based dimensions.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>As the benefits of community participation and integration might be differently evaluated by new and long-term users, the research examines the associative network by levels of user familiarity. This study indeed contributes to the analysis of enduring social bonds with respect to individuals\u2019 decision-making processes, as it provides details representing specific relationships between diverse concepts based on true-loyalty.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Practical implications<\/jats:title>\n<jats:p>The application of Pathfinder to the study of online social services and user behaviour appears to have potential for unveiling the structures of social network sites members and designing successful strategies for prospective community managers.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>This is the first study to the author\u2019s knowledge that empirically tests a theory-grounded framework for integrating individual characteristics and relational driver and focuses on associative structures evidenced as a representation of the most salient loyalty-based concepts by also studying the moderating effects of familiarity.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/k-01-2016-0013","type":"journal-article","created":{"date-parts":[[2017,4,10]],"date-time":"2017-04-10T19:08:35Z","timestamp":1491851315000},"page":"818-839","source":"Crossref","is-referenced-by-count":3,"title":["A knowledge structures exploration on social network sites"],"prefix":"10.1108","volume":"46","author":[{"given":"Manuel J.","family":"S\u00e1nchez-Franco","sequence":"first","affiliation":[]},{"given":"Mirian","family":"Mu\u00f1oz-Exp\u00f3sito","sequence":"additional","affiliation":[]},{"given":"\u00c1ngel F.","family":"Villarejo-Ramos","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"key":"key2020120714345147500_ref001","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1287\/isre.11.4.418.11876","article-title":"Research report: the evolving relationship between general and specific computer self-efficacy\u2014an empirical assessment","volume":"11","year":"2000","journal-title":"Information Systems Research"},{"issue":"1","key":"key2020120714345147500_ref002","first-page":"1","article-title":"High school seniors\u2019 social network and other ICT use preferences and concerns","volume":"47","year":"2010","journal-title":"Proceedings of the American Society for Information Science and Technology"},{"issue":"2","key":"key2020120714345147500_ref003","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/0749-5978(91)90020-T","article-title":"The theory of planned behaviour","volume":"50","year":"1991","journal-title":"Organizational Behavior and Human Decision Processes"},{"volume-title":"Understanding Attitudes and Predicting Social Behaviour","year":"1980","key":"key2020120714345147500_ref004"},{"issue":"8","key":"key2020120714345147500_ref005","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1108\/K-04-2013-0081","article-title":"Social identity, electronic word-of-mouth and referrals in social network services","volume":"42","year":"2013","journal-title":"Kybernetes"},{"volume-title":"Emerging Adulthood: The Winding Road From the Late Teens Through The Twenties","year":"2004","key":"key2020120714345147500_ref006"},{"issue":"2","key":"key2020120714345147500_ref007","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1177\/0092070399272005","article-title":"The role of emotions in marketing","volume":"27","year":"1999","journal-title":"Journal of Academy of Marketing Sciences"},{"issue":"4","key":"key2020120714345147500_ref008","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1509\/jmkg.2005.69.4.133","article-title":"Are the drivers and role of online trust the same for all web sites and customers? 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