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Modelling trust dimensions on social media

    Michal Mičík   Affiliation
    ; Mikuláš Gangur   Affiliation
    ; Ludvík Eger   Affiliation

Abstract

Trust plays an important role in social media communication. For companies, trust is an important determinant of successful online communication. Thus, there is a pressing need to understand consumers’ trust in the socially mediated environment This paper presents a research study focused on modelling trust dimensions on social media. The main objective of this research is to identify which dimensions of trust play the most significant role in building trust in communication on social media. The second objective is focused on the development and validation of the five-factor trust measurement scale. A questionnaire survey (n=1000) was used as a tool to gather data. Exploratory factor analysis, confirmatory factor analysis and multiple regression analysis were used for data analysis and modelling. The research findings provide a deeper understanding of the factors that influence trust in the context of social media communication and expand existing knowledge. The conducted research uncovers the main trust dimensions that can be used to influence consumers’ attitudes toward companies operating online. Our model can help companies shape their communication to the right tone by highlighting the crucial factors that have a direct influence on trust.

Keyword : trust, trust dimensions, social media, communication, online behaviour, modelling

How to Cite
Mičík, M., Gangur, M., & Eger, L. (2022). Modelling trust dimensions on social media. Journal of Business Economics and Management, 23(4), 937–956. https://doi.org/10.3846/jbem.2022.17387
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Aug 30, 2022
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References

Alalwan, A. A., Rana, N., Dwivedi, K. Y., & Algharabat, R. (2017). Social media in marketing: A review and analysis of the existing literature. Telematics and Informatics, 34, 1177–1190. https://doi.org/10.1016/j.tele.2017.05.008

Arai, K., Oskarsson, S., Yamauchi, I., Oberg, P., Svensson, T., & Hirano, S. (2005). The structure and determinants of trust: the cases of Japan and Sweden. Hitotsubashi Journal of Economics, 46(2), 183–204. https://doi.org/10.15057/7653

Igarashi, T., Kashima, Y., Kashima, E. S., Farsides, T., Kim, U., Strack, F., Werth, L., & Yuki, M. (2008). Culture, trust, and social networks. Asian Journal of Social Psychology, 11(2). https://doi.org/10.1111/j.1467-839X.2007.00246.x

Ayaburi, E. W., & Treku, D. N. (2020). Effect of penitence on social media trust and privacy concerns: The case of Facebook. International Journal of Information Management, 50, 171–181. https://doi.org/10.1016/j.ijinfomgt.2019.05.014

Bookwala, J. (2011). Marital quality as a moderator of the effects of poor vision on quality of life among older adults. The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 66(5), 605–616. https://doi.org/10.1093/geronb/gbr091

Burns, C. A., Veeck, A., & Bush, F. R. (2017). Marketing Research. Pearson.

Centrum pro výzkum veřejného mínění. (2021). Is 1000 respondents enough? Retrieved April 14, 2021, from https://cvvm.soc.cas.cz/en/cvvm2/frequently-asked-questions-menu/4846-is-1000-respondents-enough

Chen, J., & Shen, X.L. (2015). Consumers’ decisions in social commerce context: An empirical investigation. Decision Support Systems, 79, 55–64. https://doi.org/10.1016/j.dss.2015.07.012

Chang, E. S., Liu, A. Y., & Shen, W.-C. (2017). User trust in social networking services: A comparison of Facebook and LinkedIn. Computers in Human Behaviour, 69, 207–217. https://doi.org/10.1016/j.chb.2016.12.013

Cheng, S., & Yim, Y. (2008). Age differences in forgiveness: The role of future time perspective. Psychology & Aging, 23(3), 676–680. https://doi.org/10.1037/0882-7974.23.3.676

Chen, L., & Tsoi, H. K. (2011). Privacy concern and trust in using social network sites: A comparison between French and Chinese users. Human-Computer Interaction - INTERACT 2011 - 13th IFIP TC 13 International Conference (pp. 234–241). https://doi.org/10.1007/978-3-642-23765-2_16

Cheng, X., Fu, S. & de Vreede, G.-J. (2017). Understanding trust influencing factors in social media communication: A qualitative study. International Journal of Information Management, 32, 25–35. https://doi.org/10.1016/j.ijinfomgt.2016.11.009

Colquitt, J. A., Scott, B. A., & LePine, J. A. (2007). Trust, trustworthiness and trust propensity: A metal analytic test of their unique relationships with risk taking and job performance. Journal of Applied Psychology, 92(4), 909–922. https://doi.org/10.1037/0021-9010.92.4.909

Corritore, C. L., Kracher, B., & Wiedenbeck, S. (2003). On-line trust: Concepts, evolving themes, a model. International Journal of Human-Computer Studies, 58(6), 737–758. https://doi.org/10.1016/S1071-5819(03)00041-7

Creswell, W. J. (2014). Research design. Qualitative, quantitative, and mixed methods approaches. SAGE.

Edwards, M. (2005). Organizational identification: A conceptual and operational review. International Journal of Management Reviews, 7(4), 207–230. https://doi.org/10.1111/j.1468-2370.2005.00114.x

Dietz, G., & Den Hartog, D. N. (2006). Measuring trust inside organizations. Personnel Review, 35(5), 557–588. https://doi.org/10.1108/00483480610682299

Draper, N. R., & Smith, H. (1998). Applied regression analysis (3rd ed.). John Wiley. https://doi.org/10.1002/9781118625590

Edelman Trust Barometer. (2021). Retrieved April 14, 2021, from https://www.edelman.com/sites/g/files/aatuss191/files/2021-03/2021%20Edelman%20Trust%20Barometer.pdf

Eger, L., & Mičík, M. (2017). Customer-oriented communication in retail and net promoter score. Journal of Retailing and Consumer Services, 35, 142–149. https://doi.org/10.1016/j.jretconser.2016.12.009

Eger, L., Mičík, M., Gangur, M., & Řehoř, P. (2019). Employer branding: exploring attractiveness dimensions in a multicultural context. Technological and Economic Development of Economy, 25(3), 519–541. https://doi.org/10.3846/tede.2019.9387

Eurostat. (2020a). Social media – statistics on the use by enterprises. Retrieved April 14, 2021, from https://ec.europa.eu/eurostat/statistics-explained/index.php/Social_media_-_statistics_on_the_use_by_enterprises

Eurostat. (2020b). Individuals using the internet for participating in social networks. Retrieved April 14, 2021, from https://ec.europa.eu/eurostat/en/web/products-datasets/-/TIN00127

Eurostat (2020c). Internet habits. Retrieved April 14, 2021, from https://ec.europa.eu/eurostat/cache/infographs/womenmen/bloc-3c.html

Eurostat. (2020d). Digital economy and society statistics – households and individuals. Retrieved April 14, 2021, from https://ec.europa.eu/eurostat/statistics-explained/index.php/Digital_economy_and_society_statistics_-_households_and_individuals

Geyskens, I., Steenkamp, E. M., Scheer, L. K., & Kumar, N. (1996). The effects of trust and interdependence on relationship commitment: A trans-Atlantic study. International Journal of Research in Marketing, 13(4), 303–317. https://doi.org/10.1016/S0167-8116(96)00006-7

Grabner-Kräuter, S. & Bitter, S. (2015). Trust in online social networks: A multifaceted perspective. Forum for Social Economics, 44(1), 48–68. https://doi.org/10.1080/07360932.2013.781517

Hanna, R., Rohm, A., & Crittenden, V. L. (2011). We’re all connected: The power of the social media ecosystem. Business Horizons, 54(3), 265–273. https://doi.org/10.1016/j.bushor.2011.01.007

Harrington, D. (2009). Confirmatory factor analysis. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195339888.001.0001

Häkansson, P., & Witmer, H. (2015). Social media and trust – A systematic literature review. Journal of Business and Economics, 6(3), 517–524. https://doi.org/10.15341/jbe(2155-7950)/03.06.2015/010

Hudson, S., Huang, L., Roth, M. S., & Madden, T. J. (2016). The influence of social media interactions on consumer–brand relationships: a three-country study of brand perceptions and marketing behaviors. International Journal of Research in Marketing, 33(1), 27–41. https://doi.org/10.1016/j.ijresmar.2015.06.004

Hsu, C.-P., Chiang, Y.-F., & Huang, H.-C. (2012) How experience-driven community identification generates trust and engagement. Online Information Review, 36(1), 72–88. https://doi.org/10.1108/14684521211206971

Hubbard, J., Harbaugh, W. T., Srivastava, S., Degras, D., & Mayr, U. (2016). A general benevolence dimension that links neural, psychological, economic, and life-span data on altruistic tendencies. Journal of Experimental Psychology: General, 145(10), 1351–1358. https://doi.org/10.1037/xge0000209

Hwang, Y., & Lee, K. C. (2012). Investigating the moderating role of uncertainty avoidance cultural values on multidimensional online trust. Information & Management, 49(3), 171–176. https://doi.org/10.1016/j.im.2012.02.003

Jarvenpaa, S. L., Tractinsky, N., & Saarinen, L. (1999). Consumer trust in an internet store: A cross-cultural validation. Journal of Computer-mediated Communication, 5(2). https://doi.org/10.1111/j.1083-6101.1999.tb00337.x

Kaiser, H. (1974). An index of factor simplicity. Psychometrika, 39, 31–36. https://doi.org/10.1007/BF02291575

Kietzmann, J., Hermkens, K., McCarthy, I., & Silvestre, B. (2011). Social media? Get serious! Understanding the functional building blocks of social media. Business Horizons, 54(3), 241–251. https://doi.org/10.1016/j.bushor.2011.01.005

Kimmel, A., & Kitchen, P. (2014). Word of mouth and social media. Journal of Marketing Communications, 20(1–2), 2–4. https://doi.org/10.1080/13527266.2013.865868

Karlsen, R., & Aalberg, T. (2021). Social media and trust in news: An experimental study of the effect of Facebook on news story credibility. Digital Journalism. https://doi.org/10.1080/21670811.2021.1945938

Kingsnorth, S. (2019). Digital marketing strategy: an integrated approach to online marketing. Kogan Page.

Lankton, N., & McKnight, H. (2011). What does it mean to trust Facebook? Examining technology and interpersonal trust beliefs. The DATABASE for Advances in Information Systems, 42(2), 32–54. https://doi.org/10.1145/1989098.1989101

Lee, L., Chen, D.-T., & Lin, T.-B. (2015). Understanding new media literacy: The development of a measuring instrument. Computers & Education, 85, 84–93. https://doi.org/10.1016/j.compedu.2015.02.006

Lee, D., Park, J. Y., Lee, H. T., & Yu, G. (2008). The effects of trust dimensions on relationship commitment: The relative efficacy and effect symmetry. Advances in Consumer Research, 35, 457–466.

Li, T., & Fung, H. (2013). Age differences in trust: An investigation across 38 countries. The Journals of Gerontology: Series B, 68(3), 347–355. https://doi.org/10.1093/geronb/gbs072

Liu, L., Lee, M. K. O., Liu, R., & Chen, J. (2018). Trust transfer in social media brand communities: The role of consumer engagement. International Journal of Information Management, 41, 1–13. https://doi.org/10.1016/j.ijinfomgt.2018.02.006

Lin, W. Y., Zhang, X., Song, H., & Omori, K. (2016). Health information seeking in the Web 2.0 age: Trust in social media, uncertainty reduction, and self-disclosure. Computers in Human Behavior, 56, 289–294. https://doi.org/10.1016/j.chb.2016.01.040

Maddux, W. W., & Brewer, M. B. (2005). Gender differences in the relational and collective bases for trust. Group Processes & Intergroup Relations, 8(2), 159–171. https://doi.org/10.1177/1368430205051065

Mayers, J. L., Well, A. D., & Lorch R. F. (2010). Research design and statistical analysis. Routledge.

McKnight, D. H., & Chervany, N. (2001). Trust and distrust definitions: One bite at a time. In R. Falcone, M. Singh, & Y. H. Tan (Eds.), Lecture notes in computer science: Vol. 2246. Trust in Cyber-societies (pp. 27–54). Springer. https://doi.org/10.1007/3-540-45547-7_3

Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integrative model of organizational Trust. Academy of Management Review, 20(3), 709–734. https://doi.org/10.2307/258792

Meilatinova, N. (2021). Social commerce: Factors affecting customer repurchase and word-of-mouth intentions. International Journal of Information Management, 57, 102300. https://doi.org/10.1016/j.ijinfomgt.2020.102300

Meraz, S. (2009). Is there an elite hold? Traditional media to social media agenda setting influence in blog networks. Journal of Computer-Mediated Communication, 14(3), 682–707. https://doi.org/10.1111/j.1083-6101.2009.01458.x

Miller, M. L., & Schlenker, B. R. (2011). Integrity and identity: Moral identity differences and preferred interpersonal reactions. European Journal of Personality, 25(1), 2–15. https://doi.org/10.1002/per.765

Nieto, J., Hernandez-Maestro, R. M., & Muňoz-Gallego, A. (2014). Marketing decisions, customer reviews, and business performance: The use of the Toprural website by Spanish rural lodging establishments. Tourism Management, 45, 115–123. https://doi.org/10.1016/j.tourman.2014.03.009

Oliveira, T., Alhinho, M., Rita, P., & Dhillon, G. (2017). Modelling and testing consumer trust dimensions in e-commerce. Computers in Human Behaviour, 71, 153–164. https://doi.org/10.1016/j.chb.2017.01.050

Park, J., Lee, H., & Kim, C. (2014). Corporate social responsibilities, consumer trust and corporate reputation: South Korean consumers’ perspectives. Journal of Business Research, 67, 295–302. https://doi.org/10.1016/j.jbusres.2013.05.016

Qin, L. (2020). A cross-cultural study of interpersonal trust in social commerce. Journal of Computer Information Systems, 60(1), 26–33. https://doi.org/10.1080/08874417.2017.1383865

Robinson, S. C. (2017). Disclosure of personal data in ecommerce: A cross-national comparison of Estonia and the United States. Telematics and Informatics, 34(2), 569–582. https://doi.org/10.1016/j.tele.2016.09.006

Russmann, U., & Hess, A. (2020). News consumption and trust in online and social media: An in-depth qualitative study of young adults in Austria. International Journal of Communication, 14, 3184–3201.

Schmidt, N. K., & Iyer, S. K. (2015). Online behaviour of social media participants’ and perception of trust, comparing social media brand community groups and associated organized marketing strategies. Procedia – Social and Behavioral Sciences, 177, 432–439. https://doi.org/10.1016/j.sbspro.2015.02.389

Sherchan, W., Nepal, S., & Paris, C. (2013). A survey of trust in social networks. ACM Computing Surveys, 45(4). https://doi.org/10.1145/2501654.2501661

Shockley-Zalabak, P., Ellis, K., & Cesaria, R. (2000). Measuring organizational trust. International Association of Business Communications.

Statista. (2021). Distribution of internet users worldwide as of 2019, by age group. Retrieved April 14, 2021, from https://www.statista.com/statistics/272365/age-distribution-of-internet-users-worldwide/

Steiner, M., Allemand, M., & McCullough, M. E. (2011). Age differences in forgivingness: The role of transgression frequency and intensity. Journal of Research in Personality, 45(6), 670–678. https://doi.org/10.1016/j.jrp.2011.09.004

Sung, H., Kim, W.-J., & Shin, J.-I. (2016). The antecedent and consequence of trust in social shopping. International Journal of Security and Its Applications, 10(11), 143–152. https://doi.org/10.14257/ijsia.2016.10.11.13

Svare, H., Gausdal, A. H., & Möllering, G. (2020). The function of ability, benevolence, and integrity-based trust in innovation networks. Industry and Innovation, 27(6), 585–604.

https://doi.org/10.1080/13662716.2019.1632695

Tajudeen, P. F., Jaafar, N. I., & Ainin, S. (2018). Understanding the impact of social media usage among organizations. Information & Management, 55, 308–321. https://doi.org/10.1016/j.im.2017.08.004

Talk Online Panel. (2019). Retrieved April 14, 2021, from http://talkonlinepanel.net/panelbook

Tsai, J. C., & Hung, S. (2019). Examination of community identification and interpersonal trust on continuous use intention: Evidence from experienced online community members. Information & Management, 56, 552–569. https://doi.org/10.1016/j.im.2018.09.014

Turner, J. C. (1981). Towards a cognitive redefinition of the social group. Cahiers de Psychologie Cognitive/Current Psychology of Cognition, 1(2), 93–118.

Valenzuela, S., Park, N., & Kee, K. F. (2009). Is there social capital in a social network site? Facebook use and college students’ life satisfaction, trust, and participation. Journal of Computer-Mediated Communication, 14(4), 875–901. https://doi.org/10.1111/j.1083-6101.2009.01474.x

Vendemia, M. A. (2017). When do consumers buy the company? Perceptions of interactivity in company-consumer interactions on social networking sites. Computers in Human Behavior, 71, 99–109. https://doi.org/10.1016/j.chb.2017.01.046

Voci, A. (2006). The link between identification and in‐group favouritism: Effects of threat to social identity and trust‐related emotions. British Journal of Social Psychology, 45, 265–284. https://doi.org/10.1348/014466605X52245

Warner-Søderholm, G., Bertsch, A., Sawe, E., Lee, D., Wolfe, T., Meyer, J., Engel, J., & Fatilua, N. U. (2018). Who trusts social media? Computers in Human Behavior, 81, 303–315. https://doi.org/10.1016/j.chb.2017.12.026

Westerman, D., Spence, P. R., & Van Der Heide, B. (2013). Social media as information source: Recency of updates and credibility of information. Journal of Computer-Mediated Communication, 19(2), 171–183. https://doi.org/10.1111/jcc4.12041

Williams, P. S., & Hausman, V. (2017). Categorizing the business risks of social media. Procedia Computer Science, 121, 266–273. https://doi.org/10.1016/j.procs.2017.11.037

Yahia, I. B., Al-Neama, N., & Kerbache, L. (2018). Investigating the drivers for social commerce in social media platforms: Importance of trust, social support and the platform perceived usage. Journal of Retailing and Consumer Services, 41, 11–19. https://doi.org/10.1016/j.jretconser.2017.10.021