The effects of helping, self-expression, and enjoyment on social capital in social media: the moderating effect of avoidance attachment in the tourism context

References

• Ainsworth, M. D. S. 1989. “Attachments Beyond Infancy.” American Psychologist 44 (4): 709–716.
   PubMed Web of Science ®Google Scholar
• Akar, E., and T. Dalgic. 2018. “Understanding Online Consumers’ Purchase Intentions: A Contribution From Social Network Theory.” Behaviour & Information Technology 37 (5): 473–487.
   Web of Science ®Google Scholar
• Alén, E., J. L. Nicolau, N. Losada, and T. Domínguez. 2014. “Determinant Factors of Senior Tourists’ Length of Stay.” Annals of Tourism Research 49: 19–32.
   Web of Science ®Google Scholar
• American Association for Public Opinion Research. 2016. “Standard Definitions: Final Dispositions of Case Codes and Outcome Rates for Surveys.” Illinois: AAPOR. Accessed February 24, 2017. http://www.aapor.org/AAPOR_Main/media/publications/Standard-Definitions20169theditionfinal.pdf.
   Google Scholar
• American Association of Retired Persons. (AARP). 2018. “About AARP.” Accessed July 26, 2018. http://www.aarp.org.
   Google Scholar
• Anderson, B. B., and L. Langmeyer. 1982. “The Under-50 and Over-50 Travelers: A Profile of Similarities and Differences.” Journal of Travel Research 20 (4): 20–24.
   Google Scholar
• Bartholomew, K., and L. M. Horowitz. 1991. “Attachment Styles among Young Adults: A Test of a Four-Category Model.” Journal of Personality and Social Psychology 61 (2): 226–244.
   PubMed Web of Science ®Google Scholar
• Blokland, T. 2008. “Gardening with a Little Help from Your (Middle Class) Friends: Bridging Social Capital across Race and Class in a Mixed Neighbourhood.” Networked Urbanism: Social Capital in the City, 147–170.
   Google Scholar
• Bowlby, J. 1977. “The Making and Breaking of Affectional Bonds. I. Aetiology and Psychopathology in the Light of Attachment Theory. An Expanded Version of the Fiftieth Maudsley Lecture, Delivered before the Royal College of Psychiatrists, 19 November 1976.” The British Journal of Psychiatry 130 (3): 201–210.
   PubMed Web of Science ®Google Scholar
• Boyd, D. M., and N. B. Ellison. 2007. “Social Network Sites: Definition, History, and Scholarship.” Journal of Computer-Mediated Communication 13 (1): 210–230.
   Web of Science ®Google Scholar
• Campbell, D. T., and D. W. Fiske. 1959. “Convergent and Discriminant Validation by the Multitrait-Multimethod Matrix.” Psychological Bulletin 56 (2): 81–105.
   PubMed Web of Science ®Google Scholar
• Caniëls, M. C. J., and H. A. Romijn. 2008. “Actor Networks in Strategic Niche Management: Insights from Social Network Theory.” Futures 40 (7): 613–629.
   Web of Science ®Google Scholar
• Cannuscio, C., J. Block, and I. Kawachi. 2003. “Social Capital and Successful Aging: The Role of Senior Housing.” Annals of Internal Medicine 139 (5 II): 395–399.
   PubMed Web of Science ®Google Scholar
• Chakraborty, R., C. Vishik, and H. R. Rao. 2013. “Privacy Preserving Actions of Older Adults on Social Media: Exploring the Behavior of Opting out of Information Sharing.” Decision Support Systems 55 (4): 948–956.
   Web of Science ®Google Scholar
• Chang, P. F., Y. H. Choi, N. N. Bazarova, and C. E. Löckenhoff. 2015. “Age Differences in Online Social Networking: Extending Socioemotional Selectivity Theory to Social Network Sites.” Journal of Broadcasting and Electronic Media 59 (2): 221–239.
   PubMed Web of Science ®Google Scholar
• Chen, S. C., and S. Shoemaker. 2014. “Age and Cohort Effects: The American Senior Tourism Market.” Annals of Tourism Research 48: 58–75.
   Web of Science ®Google Scholar
• Chen, X., S. C. J. Sin, Y. L. Theng, and C. S. Lee. 2015. “Why Students Share Misinformation on Social Media: Motivation, Gender, and Study-Level Differences.” The Journal of Academic Librarianship 41 (5): 583–592.
   Web of Science ®Google Scholar
• Cheng, H. H. 2017. “The Antecedents of Creative Article Diffusion on Blogs.” Online Information Review 41 (1): 70–84.
   Web of Science ®Google Scholar
• Chin, W. W., B. L. Marcolin, and P. R. Newsted. 2003. “A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results From a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study.” Information Systems Research 14 (2): 189–217.
   Web of Science ®Google Scholar
• Chou, W. H., Y. T. Lai, and K. H. Liu. 2013. “User Requirements of Social Media for the Elderly: A Case Study in Taiwan.” Behaviour & Information Technology 32 (9): 920–937.
   Web of Science ®Google Scholar
• Chu, S. C., and S. M. Choi. 2010. “Social Capital and Self-Presentation on Social Networking Sites: A Comparative Study of Chinese and American Young Generations.” Chinese Journal of Communication 3 (4): 402–420.
   Web of Science ®Google Scholar
• Chung, N., H. Han, and C. Koo. 2015. “Adoption of Travel Information in User-Generated Content on Social Media: The Moderating Effect of Social Presence.” Behaviour & Information Technology 34 (9): 902–919.
   Web of Science ®Google Scholar
• Chung, N., and C. Koo. 2012. “Knowledge Sharing in Social Networking Sites for E-Collaboration: Identity and Bond Theory Perspective.” The Eighteenth Americas Conference on Information Systems, Seattle, Washington, August 9–12, 2012.
   Google Scholar
• Chung, N., C. Koo, and S. B. Park. 2012. “Why People Share Information in Social Network Sites? Integrating with Uses and Gratification and Social Identity Theories.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7197 LNAI (PART 2): 175–184.
   Google Scholar
• Chung, N., K. Nam, and C. Koo. 2015. “Examining Information Sharing in Social Networking Communities: Applying Theories of Social Capital and Attachment.” Telematics and Informatics 33 (1): 77–91.
   Web of Science ®Google Scholar
• Cook, C., F. Heath, and R. L. Thompson. 2000. “A Meta-Analysis of Response Rates in Web- Or Internet-Based Surveys.” Educational and Psychological Measurement 60 (6): 821–836.
   Web of Science ®Google Scholar
• Crowell, L. F. 2004. “Weak Ties: A Mechanism for Helping Women Expand Their Social Networks and Increase Their Capital.” The Social Science Journal 41 (1): 15–28.
   Web of Science ®Google Scholar
• Davis, F. D., R. P. Bagozzi, and P. R. Warshaw. 1992. “Extrinsic and Intrinsic Motivation to Use Computers in the Workplace1.” Journal of Applied Social Psychology 22 (14): 1111–1132.
   Web of Science ®Google Scholar
• de Vries, L., A. M. Peluso, S. Romani, P. S. H. Leeflang, and A. Marcati. 2017. “Explaining Consumer Brand-Related Activities on Social Media: An Investigation of the Different Roles of Self-Expression and Socializing Motivations.” Computers in Human Behavior 75: 272–282.
   Web of Science ®Google Scholar
• Dickinger, A., M. Arami, and D. Meyer. 2008. “The Role of Perceived Enjoyment and Social Norm in the Adoption of Technology with Network Externalities.” European Journal of Information Systems 17 (1): 4–11.
   Web of Science ®Google Scholar
• Dominick, J. R. 1999. “Who Do You Think You Are? Personal Home Pages and Self-Presentation on the World Wide Web.” Journalism and Mass Communication Quarterly 76 (4): 646–658.
   Web of Science ®Google Scholar
• Ellison, N. B., C. Steinfield, and C. Lampe. 2007. “The Benefits of Facebook ‘Friends:’ Social Capital and College Students’ Use of Online Social Network Sites.” Journal of Computer-Mediated Communication 12 (4): 1143–1168.
   Web of Science ®Google Scholar
• Evans, J., and A. Mathur. 2005. “The Value of Online Surveys.” Internet Research 15 (2): 195–219.
   Web of Science ®Google Scholar
• Eysenbach, G. 2004. “Improving the Quality of Web Surveys: The Checklist for Reporting Results of Internet E-Surveys (CHERRIES).” Journal of Medical Internet Research 6 (3): e34. doi:10.2196/jmir.6.3.e34.
   PubMed Web of Science ®Google Scholar
• Fiedler, M., and M. Sarstedt. 2010. “Influence of Community Design on User Behaviors in Online Communities.” Proceedings of the International Conference on Information Systems (ICIS) 2010, St. Louis, Missouri.
   Google Scholar
• Fornell, C., and D. F. Larcker. 1981. “Evaluating Structural Equation Models with Unobservable Variables and Measurement Error.” Journal of Marketing Research 18 (1): 39–50.
   Web of Science ®Google Scholar
• Freeman, L. C. 1979. “Centrality in Social Networks Conceptual Clarification.” Social Networks 1: 215–239.
   Web of Science ®Google Scholar
• Gillath, O., G. C. Karantzas, and E. Selcuk. 2017. “A Net of Friends: Investigating Friendship by Integrating Attachment Theory and Social Network Analysis.” Personality and Social Psychology Bulletin 43 (11): 1546–1565.
   PubMed Web of Science ®Google Scholar
• Gore, J., and M. Rogers. 2010. “Why Do I Study? The Moderating Effect of Attachment Style on Academic Motivation.” The Journal of Social Psychology 150 (5): 560–578.
   PubMed Web of Science ®Google Scholar
• Granovetter, M. 1985. “Economic Action and Social Structure: The Problem of Embeddedness.” American Journal of Sociology 91 (3): 481–510.
   Web of Science ®Google Scholar
• Greenfield, E. A. 2014. “Community Aging Initiatives and Social Capital.” Journal of Applied Gerontology 33 (2): 227–250.
   PubMed Web of Science ®Google Scholar
• Greitemeyer, T. 2011. “Effects of Prosocial Media on Social Behavior” Current Directions in Psychological Science 20 (4): 251–255.
   Web of Science ®Google Scholar
• Guo, W., R. Y. Liang, L. Wang, and W. Peng. 2017. “Exploring Sustained Participation in Firm-Hosted Communities in China: The Effects of Social Capital and Active Degree.” Behaviour & Information Technology 36 (3): 223–242.
   Web of Science ®Google Scholar
• Hair Jr., J. F., W. C. Black, B. J. Babin, R. E. Anderson, and R. L. Tatham. 2006. Multivariate Data Analysis. 6th ed. Upper Saddle River, NJ: Pearson Prentice Hall.
   Google Scholar
• Hair, J. F., M. Sarstedt, C. M. Ringle, and J. A. Mena. 2012. “An Assessment of the Use of Partial Least Squares Structural Equation Modeling in Marketing Research.” Journal of the Academy of Marketing Science 40 (3): 414–433.
   Web of Science ®Google Scholar
• Hays, S., S. J. Page, and D. Buhalis. 2013. “Social Media as a Destination Marketing Tool: Its Use by National Tourism Organisations.” Current Issues in Tourism 16 (3): 211–239.
   Web of Science ®Google Scholar
• Henseler, J., T. K. Dijkstra, M. Sarstedt, C. M. Ringle, A. Diamantopoulos, D. W. Straub, D. J. Ketchen, J. F. Hair, G. T. M. Hult, and R. J. Calantone. 2014. “Common Beliefs and Reality about PLS.” Organizational Research Methods 17 (2): 182–209.
   Web of Science ®Google Scholar
• Hutto, C. J., C. Bell, S. Farmer, C. Fausset, L. Harley, J. Nguyen, and B. Fain. 2015. “Social Media Gerontology: Understanding Social Media Usage among Older Adults.” Web Intelligence 13 (1): 69–87.
   Web of Science ®Google Scholar
• Ilieva, J., S. Baron, and N. M. Healey. 2002. “Online Surveys in Marketing Research: Pros and Cons.” International Journal of Market Research 44 (3): 361–382.
   Web of Science ®Google Scholar
• Jin, C. H. 2014. “The Role of Users’ Motivations in Generating Social Capital Building and Subjective Well-Being: The Case of Social Network Games.” Computers in Human Behavior 39: 29–38.
   Web of Science ®Google Scholar
• Jin, B., and J. F. Peña. 2010. “Mobile Communication in Romantic Relationships: Mobile Phone Use, Relational Uncertainty, Love, Commitment, and Attachment Styles.” Communication Reports 23 (1): 39–51.
   Google Scholar
• Jones, T., and S. F. Taylor. 2012. “Service Loyalty: Accounting for Social Capital.” Journal of Services Marketing 26 (1): 60–75.
   Web of Science ®Google Scholar
• Kaplan, A. M., and M. Haenlein. 2010. “Users of the World, Unite! The Challenges and Opportunities of Social Media.” Business Horizons 53 (1): 59–68.
   Web of Science ®Google Scholar
• Keil, M., B. C. Tan, K. K. Wei, T. Saarinen, A. Tuunainen, and A. Wassenaar. 2000. “A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects.” MIS Quarterly 24 (2): 299–325.
   Web of Science ®Google Scholar
• Kim, Y. H. 2015. “Trends and Behaviors of the Users of Social Network Services.” Accessed April 11, 2017. https://www.kisdi.re.kr/kisdi/common/premium?file=1%7C13605.
   Google Scholar
• Kim, M. J., M. Bonn, and C. K. Lee. 2017. “Seniors’ Dual Route of Persuasive Communications in Mobile Social Media and the Moderating Role of Discretionary Time.” Asia Pacific Journal of Tourism Research 22 (8): 799–818.
   Web of Science ®Google Scholar
• Kim, M. J., N. H. Chung, C. K. Lee, and J. M. Kim. 2011. “Examining Differences in Values, Satisfaction, and Behavioral Intention between Senior Tourists and Tourists under Fifty.” Tourism Research 26 (4): 47–72.
   Google Scholar
• Kim, J., H. Kim, and K. H. Han. 2011. “Color Image Effect of Online Community on Age: Focusing on Self-Expression.” Communications in Computer and Information Science 173 CCIS (PART 1): 445–448.
   Google Scholar
• Kim, M. J., W. G. Kim, J. M. Kim, and C. Kim. 2016. “Does Knowledge Matter to Seniors? Usage of Mobile Devices? Focusing on Motivation and Attachment.” International Journal of Contemporary Hospitality Management 28 (8): 1702–1727.
   Web of Science ®Google Scholar
• Kim, M. J., C. K. Lee, and M. Bonn. 2016. “The Effect of Social Capital and Altruism on Seniors’ Revisit Intention to Social Network Sites for Tourism-Related Purposes.” Tourism Management 53: 96–107.
   Web of Science ®Google Scholar
• Kim, M. J., C. K. Lee, and M. Bonn. 2017. “Obtaining a Better Understanding About Travel-Related Purchase Intentions among Senior Users of Mobile Social Network Sites.” International Journal of Information Management 37 (5): 484–496.
   Web of Science ®Google Scholar
• Kim, M. J., C. K. Lee, N. Chung, and W. G. Kim. 2014. “Factors Affecting Online Tourism Group Buying and the Moderating Role of Loyalty.” Journal of Travel Research 53 (3): 380–394.
   Web of Science ®Google Scholar
• Kim, M. J., C. K. Lee, and N. S. Contractor. 2019. “Seniors’ Usage of Mobile Social Network Sites: Applying Theories of Innovation Diffusion and Uses and Gratifications.” Computers in Human Behavior 90: 60–73.
   Web of Science ®Google Scholar
• Kim, M. J., C. K. Lee, W. G. Kim, and J. M. Kim. 2013. “Relationships Between Lifestyle of Health and Sustainability and Healthy Food Choices for Seniors.” International Journal of Contemporary Hospitality Management 25 (4): 558–576.
   Web of Science ®Google Scholar
• Kim, M. J., C. K. Lee, and M. W. Preis. 2016. “Seniors’ Loyalty to Social Network Sites: Effects of Social Capital and Attachment.” International Journal of Information Management 36: 1020–1032.
   Web of Science ®Google Scholar
• Kim, B. J., K. F. Linton, and W. Lum. 2014. “Social Capital and Life Satisfaction among Chinese and Korean Elderly Immigrants.” Journal of Social Work 15 (1): 87–100.
   Web of Science ®Google Scholar
• Kim, M. J., and M. W. Preis. 2016. “Why Seniors Use Mobile Devices: Applying an Extended Model of Goal-Directed Behavior.” Journal of Travel & Tourism Marketing 33 (3): 404–423.
   Web of Science ®Google Scholar
• Kim, H. W., J. R. Zheng, and S. Gupta. 2011. “Examining Knowledge Contribution from the Perspective of an Online Identity in Blogging Communities.” Computers in Human Behavior 27 (5): 1760–1770.
   Web of Science ®Google Scholar
• Kishimoto, Y., E. Suzuki, T. Iwase, H. Doi, and S. Takao. 2013. “Group Involvement and Self-Rated Health among the Japanese Elderly: An Examination of Bonding and Bridging Social Capital.” BMC Public Health 13 (1): 1–10.
   PubMed Web of Science ®Google Scholar
• Konrad, A. M., V. Radcliffe, and D. Shin. 2016. “Participation in Helping Networks as Social Capital Mobilization: Impact on Influence for Domestic Men, Domestic Women, and International MBA Students.” Academy of Management Learning and Education 15 (1): 60–78.
   Web of Science ®Google Scholar
• Korea Internet Security Agency. 2016. “Survey on Internet Use.” Accessed April 11, 2016. http://isis.kisa.or.kr/sub02/index.jsp?pageId=020200.
   Google Scholar
• Korean Statistical Information Service. 2017. “The Estimated Population.” Accessed February 24, 2016. http://kosis.kr/nsportalStats/nsportalStats_0102Body.jsp?menuId=1&NUM=1.
   Google Scholar
• Lasorsa, D. L. 2003. “Question-Order Effects in Surveys: The Case of Political Interest, News Attention, and Knowledge.” Journalism and Mass Communication Quarterly 80 (3): 499–512.
   Web of Science ®Google Scholar
• Lee, D. Y. 2013. “The Role of Attachment Style in Building Social Capital from a Social Networking Site: The Interplay of Anxiety and Avoidance.” Computers in Human Behavior 29 (4): 1499–1509.
   Web of Science ®Google Scholar
• Lee, J. 2017. “Social Capital Expectation and Usage of Social Media: The Moderating Role of Social Capital Susceptibility.” Behaviour and Information Technology 36 (10): 1067–1080.
   Web of Science ®Google Scholar
• Lee, C. K., T. K. Kim, and J. W. Mjelde. 2016. “Comparison of Preservation Values between Internet and Interview Survey Modes: The Case of Dokdo, South Korea.” Journal of Environmental Planning and Management 59 (1): 22–43.
   Web of Science ®Google Scholar
• Lee, G., and W. J. Lee. 2010. “Altruistic Traits and Organizational Conditions in Helping Online.” Computers in Human Behavior 26 (6): 1574–1580.
   Web of Science ®Google Scholar
• Lee, Y. S., J. Lee, and K. T. Lee. 2008. “Amounts of Responding Times and Unreliable Responses at Online Survey.” Survey Research 9 (2): 51–83.
   Google Scholar
• Leist, A. K. 2013. “Social Media Use of Older Adults: A Mini-Review.” Gerontology 59 (4): 378–384.
   PubMed Web of Science ®Google Scholar
• Leung, D., R. Law, H. van Hoof, and D. Buhalis. 2013. “Social Media in Tourism and Hospitality: A Literature Review.” Journal of Travel and Tourism Marketing 30 (1–2): 3–22.
   Web of Science ®Google Scholar
• Lin, J. H. 2015. “The Role of Attachment Style in Facebook Use and Social Capital: Evidence from University Students and a National Sample.” Cyberpsychology, Behavior, and Social Networking 18 (3): 173–180.
   PubMed Web of Science ®Google Scholar
• Liu, A. Q., and T. Besser. 2003. “Social Capital and Participation in Community Improvement Activities by Elderly Residents in Small Towns and Rural Communities.” Rural Sociology 68 (3): 343–365.
   Web of Science ®Google Scholar
• Ma, M., and R. Agarwal. 2007. “Through a Glass Darkly: Information Technology Design, Identity Verification, and Knowledge Contribution in Online Communities.” Information Systems Research 18 (1): 42–67.
   Web of Science ®Google Scholar
• Macromill Embrain. 2018. “Online Research.” Accessed July 26, 2018. http://www.embrain.com/eng/ask/ask1.asp.
   Google Scholar
• Magro, M. J., S. D. Ryan, and V. R. Prybutok. 2013. “The Social Network Application Post-Adoptive Use Model (SNAPUM): A Model Examining Social Capital and Other Critical Factors Affecting the Post-Adoptive Use of Facebook.” Informing Science: The International Journal of an Emerging Transdiscipline 16 (1): 37–69.
   Google Scholar
• Mahadevan, R. 2014. “Understanding Senior Self-Drive Tourism in Australia Using a Contingency Behavior Model.” Journal of Travel Research 53 (2): 252–259.
   Web of Science ®Google Scholar
• Marshall, T. C., K. Bejanyan, G. Di Castro, and R. A. Lee. 2013. “Attachment Styles as Predictors of Facebook-Related Jealousy and Surveillance in Romantic Relationships.” Personal Relationships 20 (1): 1–22.
   Web of Science ®Google Scholar
• Martin, A. M., R. L. Paetzold, and W. S. Rholes. 2010. “Adult Attachment and Exploration: Linking Attachment Style to Motivation and Perceptions of Support in Adult Exploration.” Basic and Applied Social Psychology 32 (2): 196–205.
   Web of Science ®Google Scholar
• Mata, F., and R. Pendakur. 2014. “Social Capital, Diversity and Giving or Receiving Help among Neighbours.” Social Indicators Research 118 (1): 329–347.
   Web of Science ®Google Scholar
• Mikulincer, M., and P. R. Shaver. 2007. Attachment in Adulthood: Structure, Dynamics, and Change. New York: Guilford.
   Google Scholar
• Munar, A. M., and J. K. S. Jacobsen. 2013. “Trust and Involvement in Tourism Social Media and Web-Based Travel Information Sources.” Scandinavian Journal of Hospitality and Tourism 13 (1): 1–19.
   Web of Science ®Google Scholar
• Munar, A. M., and J. K. S. Jacobsen. 2014. “Motivations for Sharing Tourism Experiences Through Social Media.” Tourism Management 43: 46–54.
   Web of Science ®Google Scholar
• Nef, T., R. L. Ganea, R. M. Müri, and U. P. Mosimann. 2013. “Social Networking Sites and Older Users - A Systematic Review.” International Psychogeriatrics 25 (7): 1041–1053.
   PubMed Web of Science ®Google Scholar
• Obar, A. J., and S. Wildman. 2015. “Social Media Definition and the Governance Challenge: An Introduction to the Special Issue.” Telecommunications Policy 39 (9): 745–750.
   Web of Science ®Google Scholar
• Oh, S., and S. Y. Syn. 2015. “Motivations for Sharing Information and Social Support in Social Media: A Comparative Analysis of Facebook, Twitter, Delicious, YouTube, and Flickr.” Communications in Information Literacy 14 (4): 83–98.
   Google Scholar
• Oldmeadow, J. A., S. Quinn, and R. Kowert. 2013. “Attachment Style, Social Skills, and Facebook Use Amongst Adults.” Computers in Human Behavior 29 (3): 1142–1149.
   Web of Science ®Google Scholar
• Park, S. B., and N. Chung. 2011. “Mediating Roles of Self-Presentation Desire in Online Game Community Commitment and Trust Behavior of Massive Multiplayer Online Role-Playing Games.” Computers in Human Behavior 27 (6): 2372–2379.
   Web of Science ®Google Scholar
• Paulus, A., and D. Wentura. 2016. “It Depends: Approach and Avoidance Reactions to Emotional Expressions Are Influenced by the Contrast Emotions Presented in the Task.” Journal of Experimental Psychology: Human Perception and Performance 42 (2): 197–212.
   PubMed Web of Science ®Google Scholar
• Ren, Y., R. Kraut, and S. Kiesler. 2007. “Applying Common Identity and Bond Theory to Design of Online Communities.” Organization Studies 28 (3): 377–408.
   Web of Science ®Google Scholar
• Renkl, A. 1997. “Learning from Worked-out Examples: A Study on Individual Differences.” Cognitive Science 21 (1): 1–29.
   Web of Science ®Google Scholar
• Ringle, C. M., S. Wende, and J. M. Becker. 2015. “SmartPLS 3.2.6.” Accessed February 24, 2016. http://www.smartpls.com.
   Google Scholar
• Rode, H. 2016. “To Share or Not to Share: The Effects of Extrinsic and Intrinsic Motivations on Knowledge-Sharing in Enterprise Social Media Platforms.” Journal of Information Technology 31 (2): 152–165.
   Web of Science ®Google Scholar
• Schlag, P. A. 2011. “Older Adults’ Computer Use: A Case Study of Participants’ Involvement with a SeniorNet Program.” International Journal on Disability and Human Development 10 (2): 139–144.
   Google Scholar
• Schwarz, N. 1999. “Self-Reports: How the Questions Shape the Answers.” American Psychologist 54 (2): 93–105.
   Web of Science ®Google Scholar
• Seidman, G. 2013. “Self-Presentation and Belonging on Facebook: How Personality Influences Social Media Use and Motivations.” Personality and Individual Differences 54 (3): 402–407.
   Web of Science ®Google Scholar
• Sgroi, D. 2008. “Social Network Theory, Broadband and the Future of the World Wide Web.” Telecommunications Policy 32 (1): 62–84.
   Web of Science ®Google Scholar
• Shin, D. H. 2017. “Conceptualizing and Measuring Quality of Experience of the Internet of Things: Exploring How Quality Is Perceived by Users.” Information and Management 54 (8): 998–1011.
   Web of Science ®Google Scholar
• Shin, D. H., H. An, and J. H. Kim. 2016. “How the Second Screens Change the Way People Interact and Learn: The Effects of Second Screen Use on Information Processing.” Interactive Learning Environments 24 (8): 2058–2079.
   Web of Science ®Google Scholar
• Shin, D. H., and F. Biocca. 2017a. “Explicating User Behavior Toward Multi-Screen Adoption and Diffusion.” Internet Research 27 (2): 338–361.
   Web of Science ®Google Scholar
• Shin, D. H., and F. Biocca. 2017b. “Health Experience Model of Personal Informatics: The Case of a Quantified Self.” Computers in Human Behavior 69: 62–74.
   Web of Science ®Google Scholar
• Sigala, M. 2012. “Social Networks and Customer Involvement in new Service Development (NSD).” International Journal of Contemporary Hospitality Management 24 (7): 966–990.
   Web of Science ®Google Scholar
• Smith, P. B. 2015. “To Lend Helping Hands.” Journal of Cross-Cultural Psychology 46 (6): 759–771.
   Web of Science ®Google Scholar
• Sroka, W., and Š. Hittmár. 2015. Management of Network Organizations: Theoretical Problems and the Dilemmas in Practice. Cham: Springer.
   Google Scholar
• Su, C. C., and N. K. Chan. 2017. “Predicting Social Capital on Facebook: The Implications of Use Intensity, Perceived Content Desirability, and Facebook-Enabled Communication Practices.” Computers in Human Behavior 72: 259–268.
   Web of Science ®Google Scholar
• Tsai, T. H., H. T. Chang, A. M. K. Wong, and T. F. Wu. 2011. “Connecting Communities: Designing a Social Media Platform for Older Adults Living in a Senior Village.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6766 LNCS (PART 2): 224–233.
   Google Scholar
• Valente, T. W., and S. R. Pitts. 2017. “An Appraisal of Social Network Theory and Analysis as Applied to Public Health: Challenges and Opportunities.” Annual Review of Public Health 38: 103–118.
   PubMed Web of Science ®Google Scholar
• Van Der Heijden, H. 2004. “User Acceptance of Hedonic Information Systems.” MIS Quarterly 28 (4): 695–704.
   Web of Science ®Google Scholar
• Vismara, S. 2016. “Equity Retention and Social Network Theory in Equity Crowdfunding.” Small Business Economics 46 (4): 579–590.
   Web of Science ®Google Scholar
• Wasko, M. M., and S. Faraj. 2005. “Why Should I Share? Examining Social Capital and Knowledge Contribution in Electronic Networks of Practice.” MIS Quarterly 29 (1): 35–57.
   Web of Science ®Google Scholar
• Waterman, A. S. 1993. “Two Conceptions of Happiness: Contrasts of Personal Expressiveness (Eudaimonia) and Hedonic Enjoyment.” Journal of Personality and Social Psychology 64 (4): 678–691.
   Web of Science ®Google Scholar
• Waterman, A. S., S. J. Schwartz, and R. Conti. 2008. “The Implications of Two Conceptions of Happiness (Hedonic Enjoyment and Eudaimonia) for the Understanding of Intrinsic Motivation.” Journal of Happiness Studies 9 (1): 41–79.
   Web of Science ®Google Scholar
• Welzel, C. 2010. “How Selfish Are Self-Expression Values? A Civicness Test.” Journal of Cross-Cultural Psychology 41 (2): 152–174.
   Web of Science ®Google Scholar
• Wright, K. B. 2005. “Researching Internet-Based Populations: Advantages and Disadvantages of Online Survey Research, Online Questionnaire Authoring Software Packages, and Web Survey Services.” Journal of Computer-Mediated Communication 10 (3). doi:10.1111/j.1083-6101.2005.tb00259.
   Web of Science ®Google Scholar
• Yaakobi, E., and J. Goldenberg. 2014. “Social Relationships and Information Dissemination in Virtual Social Network Systems: An Attachment Theory Perspective.” Computers in Human Behavior 38: 127–135.
   Web of Science ®Google Scholar
• Yang, S., X. Yang, C. Zhang, and E. Spyrou. 2010. “Using Social Network Theory for Modeling Human Mobility.” IEEE Network 24 (5): 6–13.
   Web of Science ®Google Scholar
• Yao, C. Y., C. C. Tsai, and Y. C. Fang. 2015. “Understanding Social Capital, Team Learning, Members E-Loyalty and Knowledge Sharing in Virtual Communities.” Total Quality Management 26 (6): 619–631.
   Google Scholar
• Yi, Y., and S. La. 2004. “What Influences the Relationship between Customer Satisfaction and Repurchase Intention? Investigating the Effects of Adjusted Expectations and Customer Loyalty.” Psychology and Marketing 21 (5): 351–373.
   Web of Science ®Google Scholar
• Yoon, S. J. 2014. “Does Social Capital Affect SNS Usage? A Look at the Roles of Subjective Well-Being and Social Identity.” Computers in Human Behavior 41: 295–303.
   Web of Science ®Google Scholar
• Zeng, B., and R. Gerritsen. 2014. “What Do We Know about Social Media in Tourism? A Review.” Tourism Management Perspectives 10: 27–36.
   Google Scholar
• Zhang, F., and D. Kaufman. 2015. “The Impacts of Social Interactions in MMORPGs on Older Adults’ Social Capital.” Computers in Human Behavior 51: 495–503.
   Web of Science ®Google Scholar