Social activity and structural centrality in online social networks

被引:38
作者
Klein, Andreas [1 ]
Ahlf, Henning [2 ]
Sharma, Varinder [3 ]
机构
[1] Univ Duisburg Essen, Mercator Sch Management, Dept Management & Mkt, D-47057 Duisburg, Germany
[2] Neuss Univ Int Business, Sch Engn, D-41460 Neuss, Germany
[3] Indiana Univ Penn, Dept Mkt, Eberly Coll Business, Indiana, PA 15705 USA
关键词
Social networks; Network analysis; Personal activity; Impersonal activity; Structural importance; Opinion leaders; PLS-SEM; COMMUNICATION; COMMUNITIES; DIFFUSION; MEDIA; BEHAVIOR; ORIGINS; MESSAGE; MODELS; SITES;
D O I
10.1016/j.tele.2014.09.008
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
It has become well known that the knowledge about key network members is essential for doing business successfully through online social networking sites. As of now, most studies targeted at identifying key members have used network structural centrality measures. Little emphasis has been placed on member activities to identify key members in a network; even though gathering and utilizing such data is relatively easier than estimation of structural centrality positions. Using a structural equation model on an Internet social networking site data, this study finds that the personal activity status of key members is highly correlated with their structural centrality measures. Managerial implications, limitations, and further research issues are also addressed. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:321 / 332
页数:12
相关论文
共 55 条
[1]  
[Anonymous], J AM STAT ASS
[2]  
[Anonymous], J COMPUT MEDIAT COMM
[3]  
[Anonymous], 2006, COMPUT MATH ORG THEO
[4]   Hierarchical Latent Variable Models in PLS-SEM: Guidelines for Using Reflective-Formative Type Models [J].
Becker, Jan-Michael ;
Klein, Kristina ;
Wetzels, Martin .
LONG RANGE PLANNING, 2012, 45 (5-6) :359-394
[5]   Social Network Sites: Definition, History, and Scholarship [J].
Boyd, Danah M. ;
Ellison, Nicole B. .
JOURNAL OF COMPUTER-MEDIATED COMMUNICATION, 2007, 13 (01) :210-230
[6]   Word of mouth communication within online communities: Conceptualing the online social network [J].
Brown, Jo ;
Broderick, Amanda J. ;
Lee, Nick .
JOURNAL OF INTERACTIVE MARKETING, 2007, 21 (03) :2-20
[7]  
Burt R.S., 2018, Social Stratification, P659
[8]   Membership size, communication activity, and sustainability: A resource-based model of online social structures [J].
Butler, BS .
INFORMATION SYSTEMS RESEARCH, 2001, 12 (04) :346-362
[9]  
Chin WW, 1998, QUANT METH SER, P295
[10]  
Cronbach LJ, 1951, PSYCHOMETRIKA, V16, P297