Fostering Participant Health Knowledge and Attitudes: An Econometric Study of a Chronic Disease-Focused Online Health Community

被引:124
作者
Chen, Langtao [1 ]
Baird, Aaron [2 ,3 ]
Straub, Detmar [4 ,5 ,6 ]
机构
[1] Missouri Univ Sci & Technol, Dept Business & Informat Technol, Rolla, MO USA
[2] Georgia State Univ, Robinson Coll Business, Inst Hlth Adm, Atlanta, GA 30303 USA
[3] Georgia State Univ, Robinson Coll Business, Dept CIS, Atlanta, GA 30303 USA
[4] Temple Univ, Fox Sch, Philadelphia, PA 19122 USA
[5] Univ Syst Georgia, Atlanta, GA 30334 USA
[6] Georgia State Univ, Robinson Coll Business, Atlanta, GA 30303 USA
关键词
online health communities; chronic disease; structural social capital; social support exchange; health knowledge; health literacy; health attitudes; machine learning; social network analysis; SOCIAL SUPPORT; PANEL-DATA; VIRTUAL COMMUNITIES; INFORMATION DIFFUSION; STRENGTH DETECTION; SELF-MANAGEMENT; CARE; LITERACY; NETWORKS; COMMUNICATION;
D O I
10.1080/07421222.2018.1550547
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Health consumers are increasingly participating in consumer-to-consumer (C2C) online health communities (OHCs) to receive health-related support and to provide assistance and support to others. However, questions remain as to how individual OHC participants are affected by the relationships they have established within an OHC and how the content exchanged between OHC participants impacts individual-level health knowledge and attitudes. To address these open questions, we develop a model that integrates participant network position (i.e., structural social capital) in an OHC, informational and emotional support exchange, and downstream individual-level health knowledge and attitudes. Based on a panel dataset collected from nine chronic disease-focused discussion boards within an OHC platform, we find that structural social capital is indeed a significant antecedent to social support exchange within an OHC and, interestingly, that social support provisioning (i.e., proactively aiding others) has a stronger effect than social support receipt on health literacy and health attitude improvement.
引用
收藏
页码:194 / 229
页数:36
相关论文
共 147 条
[1]  
Adler P., 2000, Knowledge and Social Capital: Foundations and Applications, P89, DOI DOI 10.2139/SSRN.186928
[2]  
Adler P.S., 2002, ACAD MANAGE REV, V27, P17, DOI DOI 10.2307/4134367
[3]   DIFFERENTIAL INFLUENCE OF BLOGS ACROSS DIFFERENT STAGES OF DECISION MAKING: THE CASE OF VENTURE CAPITALISTS [J].
Aggarwal, Rohit ;
Singh, Harpreet .
MIS QUARTERLY, 2013, 37 (04) :1093-+
[4]  
[Anonymous], 1992, Structural Holes
[5]  
[Anonymous], 2012, Social network analysis
[6]   Information, Technology, and Information Worker Productivity [J].
Aral, Sinan ;
Brynjolfsson, Erik ;
Van Alstyne, Marshall .
INFORMATION SYSTEMS RESEARCH, 2012, 23 (03) :849-867
[7]   SOME TESTS OF SPECIFICATION FOR PANEL DATA - MONTE-CARLO EVIDENCE AND AN APPLICATION TO EMPLOYMENT EQUATIONS [J].
ARELLANO, M ;
BOND, S .
REVIEW OF ECONOMIC STUDIES, 1991, 58 (02) :277-297
[8]   ANOTHER LOOK AT THE INSTRUMENTAL VARIABLE ESTIMATION OF ERROR-COMPONENTS MODELS [J].
ARELLANO, M ;
BOVER, O .
JOURNAL OF ECONOMETRICS, 1995, 68 (01) :29-51
[9]   Development of a brief test to measure functional health literacy [J].
Baker, DW ;
Williams, MV ;
Parker, RM ;
Gazmararian, JA ;
Nurss, J .
PATIENT EDUCATION AND COUNSELING, 1999, 38 (01) :33-42
[10]   The Role of Social Network Technologies in Online Health Promotion: A Narrative Review of Theoretical and Empirical Factors Influencing Intervention Effectiveness [J].
Balatsoukas, Panos ;
Kennedy, Catriona M. ;
Buchan, Iain ;
Powell, John ;
Ainsworth, John .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2015, 17 (06) :e141