DOI QR코드

DOI QR Code

Effects of SNS Characteristics on SNS Engagement and Consumer Brand Engagement

  • Received : 2020.04.08
  • Accepted : 2020.05.30
  • Published : 2020.06.10

Abstract

Purpose: Social Network Sites(SNS) have been grown up as a public communication channel consumer frequently participate in. Most of food service brands are utilizing social media for advertising recently. As a result of SNS marketing, food service brands anticipate positive outputs from SNS engagement and consumer brand engagement so that we need to verify structural relationship among SNS characteristics, SNS engagement and consumer brand engagement. Research design, data, and methodology: This study identifies that SNS characteristics have effects on SNS engagement and examines relationship between SNS engagement and behavioral engagement. We conceptualize SNS characteristics as information quality, hedonic level and interaction. Furthermore, SNS engagement is composed of SNS participation, positive word of mouth(WOM). In order to verify the purposes of this research, research model and hypotheses were developed. All constructs were measured with multiple items developed and tested in the previous studies. Sample data were collected from 433 online survey panels and analyzed by using SmartPLS 3.2.9. Result: The findings of this research are as follows. First, information quality is positively related with SNS participation. Hedonic level and interaction have impacts on SNS participation and positive WOM respectively. Second, SNS participation has positive effects on positive WOM. Third, both SNS participation and WOM influence behavioral engagement respectively. Conclusions: The implications demonstrate that SNS characteristics such as information quality and hedonic level and interaction exert effects for consumer to participate in SNS brand page. Meanwhile, hedonic level and interaction influence on positive WOM but information quality doesn't. SNS participation and positive WOM affect consumer to engage in specific brand behaviorally as well. Therefore, food service brand marketer is required to manage SNS information quality and hedonic level and interaction among members to encourage SNS participation and positive WOM. As SNS participation and positive WOM increases behavioral engagement of consumer, marketer needs to incentivize SNS participation and look after situation of positive WOM and respond swiftly.

Keywords

References

  1. Ahn, J., & Back, K. J. (2018). Antecedents and consequences of customer brand engagement in integrated resorts. International Journal of Hospitality Management, 75, 144-152. https://doi.org/10.1016/j.ijhm.2018.05.020
  2. Algesheimer, R., Dholakia, U. M., & Herrmann, A. (2005). The social influence of brand community: Evidence from European car clubs. Journal of Marketing, 69(3), 19-34. https://doi.org/10.1509/jmkg.69.3.19.66363
  3. Allsop, D. T., Bassett, B. R., & Hoskins, J. A. (2007). Word-of-mouth research: Principles and applications. Journal of Advertising Research, 47(4), 398-411. https://doi.org/10.2501/S0021849907070419
  4. Anderson, E. W. (1998). Customer satisfaction and word of mouth. Journal of Service Research, 1(1), 5-17. https://doi.org/10.1177/109467059800100102
  5. Anderson, W. T., & Golden, L. L. (1984). Bank promotion strategy. Journal of Advertising Research, 24 (2), 53-65.
  6. Awad, N. F., & Ragowsky, A. (2008). Establishing trust in electronic commerce through online word of mouth: An examination across genders. Journal of Management Information Systems, 24(4), 101-121. https://doi.org/10.2753/MIS0742-1222240404
  7. Babin, B. J., Darden, W. R., & Griffin, M. (1994). Work and/or fun Measuring hedonic and utilitarian shopping value. Journal of Consumer Research, 20(4), 644-656. https://doi.org/10.1086/209376
  8. Bagozzi, R. P., & Dholakia, U. M. (2006a). Open source software user communities: A study of participation in Linux user groups. Management Science, 52(7), 1099-1115. https://doi.org/10.1287/mnsc.1060.0545
  9. Bagozzi, R. P., & Dholakia, U. M. (2006b). Antecedents and purchase consequences of customer participation in small group brand communities. International Journal of Research in Marketing, 23(1), 45-61. https://doi.org/10.1016/j.ijresmar.2006.01.005
  10. Bansal, H. S., & Voyer, P. A. (2000). Word-of-mouth processes within a service purchase decision context. Journal of Service Research, 3(2), 166-177. https://doi.org/10.1177/109467050032005
  11. Barreda, A. A., Bilgihan, A., Nusair, K., & Okumus, F. (2015). Generating brand awareness in online social networks. Computers in Human Behavior, 50, 600-609. https://doi.org/10.1016/j.chb.2015.03.023
  12. Bettencourt, L. A. (1997). Customer voluntary performance: Customers as partners in service delivery. Journal of Retailing, 73(3), 383-406. https://doi.org/10.1016/S0022-4359(97)90024-5
  13. Bilgihan, A., Peng, C., & Kandampully, J. (2014). Generation Y's dining information seeking and sharing behavior on social networking sites: An exploratory study. International Journal of Contemporary Hospitality Management, 26(3), 349-366. https://doi.org/10.1108/IJCHM-11-2012-0220
  14. Blattberg, R. C., & Deighton, J. (1991). Interactive marketing: Exploiting the age of addressability. Sloan Management Review, 33(1), 5-15.
  15. Blau, P. M. (1964). Exchange and power in social life. New York, Transaction Publishers.
  16. Brodie, R. J., Hollebeek, L. D., Juriu, B., & Iliu, A. (2011). Customer engagement: Conceptual domain, fundamental propositions, and implications for research. Journal of Service Research, 14(3), 252-271. https://doi.org/10.1177/1094670511411703
  17. Casalo, L., Flavian, C., & Guinaliu, M. (2007). The impact of participation in virtual brand communities on consumer trust and loyalty. Online Information Review, 31(6), 775-792. https://doi.org/10.1108/14684520710841766
  18. Cermak, D. S., File, K. M., & Prince, R. A. (1994). Customer participation in service specification and delivery. Journal of Applied Business Research, 10(2), 90-97. https://doi.org/10.19030/jabr.v10i2.5942
  19. Chavez, R., Yu, W., Gimenez, C., Fynes, B., & Wiengarten, F. (2015). Customer integration and operational performance: The mediating role of information quality. Decision Support Systems, 80, 83-95. https://doi.org/10.1016/j.dss.2015.10.001
  20. Chen, C. J., & Hung, S. W. (2010). To give or to receive? Factors influencing members' knowledge sharing and community promotion in professional virtual communities. Information & Management, 47(4), 226-236. https://doi.org/10.1016/j.im.2010.03.001
  21. Chen, Y. C., Shang, R. A., & Li, M. J. (2014). The effects of perceived relevance of travel blogs' content on the behavioral intention to visit a tourist destination. Computers in Human Behavior, 30, 787-799. https://doi.org/10.1016/j.chb.2013.05.019
  22. Chen, J. S., Tsou, H. T., & Ching, R. K. (2011). Co-production and its effects on service innovation. Industrial Marketing Management, 40(8), 1331-1346. https://doi.org/10.1016/j.indmarman.2011.03.001
  23. Cheng, S., Lam, T., & Hsu, C. H. (2006). Negative word-of-mouth communication intention: An application of the theory of planned behavior. Journal of Hospitality & Tourism Research, 30(1), 95-116. https://doi.org/10.1177/1096348005284269
  24. Cheung, C. M., Lee, M. K., & Rabjohn, N. (2008). The impact of electronic word-of-mouth: The adoption of online opinions in online customer communities. Internet Research: Electronic Networking Applications and Policy, 18(3), 229-247. https://doi.org/10.1108/10662240810883290
  25. Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 295(2), 295-336.
  26. Christophe, V., & Rime, B. (1997). Exposure to the social sharing of emotion: Emotional impact, listener responses and secondary social sharing. European Journal of Social Psychology, 27(1), 37-54. https://doi.org/10.1002/(SICI)1099-0992(199701)27:1<37::AID-EJSP806>3.0.CO;2-1
  27. Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences, Hilsdale. NJ: Lawrence Earlbaum Associates, 2.
  28. Coulter, K. S., & Roggeveen, A. (2012). Like it or not. Management Research Review, 35(9), 878-899. https://doi.org/10.1108/01409171211256587
  29. Day, G. S. (1971). Attitude change, media and word of mouth. Journal of Advertising Research, 11(6), 31-40.
  30. De Choudhury M. (2011) Information Quality and Relevance in Large-Scale Social Information Systems. In: Furht B., Escalante A. (eds). Handbook of Data Intensive Computing. Springer, New York, NY
  31. Dellarocas, C. (2003). The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Science, 49(10), 1407-1424. https://doi.org/10.1287/mnsc.49.10.1407.17308
  32. DeLone, W. H., & McLean, E. R. (1992). Information systems success: The quest for the dependent variable. Information Systems Research, 3(1), 60-95. https://doi.org/10.1287/isre.3.1.60
  33. Delone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9-30. https://doi.org/10.1080/07421222.2003.11045748
  34. Dessart, L., Veloutsou, C., & Morgan-Thomas, A. (2015). Consumer engagement in online brand communities: A social media perspective. Journal of Product & Brand Management, 24(1), 28-42. https://doi.org/10.1108/JPBM-06-2014-0635
  35. De Vries, L., Gensler, S., & Leeflang, P. S. (2012). Popularity of brand posts on brand fan pages: An investigation of the effects of social media marketing. Journal of Interactive Marketing, 26(2), 83-91. https://doi.org/10.1016/j.intmar.2012.01.003
  36. Dholakia, U. M., Bagozzi, R. P., & Pearo, L. K. (2004). A social influence model of consumer participation in network-and small-group-based virtual communities. International Journal of Research in Marketing, 21(3), 241-263. https://doi.org/10.1016/j.ijresmar.2003.12.004
  37. Dholakia, U. M., Blazevic, V., Wiertz, C., & Algesheimer, R. (2009). Communal service delivery: How customers benefit from participation in firm-hosted virtual P3 communities. Journal of Service Research, 12(2), 208-226. https://doi.org/10.1177/1094670509338618
  38. Dijkmans, C., Kerkhof, P., & Beukeboom, C. J. (2015). A stage to engage: Social media use and corporate reputation. Tourism Management, 47, 58-67. https://doi.org/10.1016/j.tourman.2014.09.005
  39. DiPietro, R. B., Crews, T. B., Gustafson, C., & Strick, S. (2012). The use of social networking sites in the restaurant industry: Best practices. Journal of Foodservice Business Research, 15(3), 265-284. https://doi.org/10.1080/15378020.2012.706193
  40. Eisingerich, A. B., Auh, S., & Merlo, O. (2014). Acta non verba? The role of customer participation and word of mouth in the relationship between service firms' customer satisfaction and sales performance. Journal of Service Research, 17(1), 40-53. https://doi.org/10.1177/1094670513490836
  41. Falk, R. F. and N. Miller (1992). A primer for soft modeling, Akron, Ohio: University of Akron Press.
  42. Fang, E. (2008). Customer participation and the trade-off between new product innovativeness and speed to market. Journal of Marketing, 72(4), 90-104. https://doi.org/10.1509/jmkg.72.4.090
  43. Ferguson, R. (2008). Word of mouth and viral marketing: Taking the temperature of the hottest trends in marketing. Journal of Consumer Marketing, 25(3), 179-182. https://doi.org/10.1108/07363760810870671
  44. File, K.M. & Prince R. A. (1992). Positive of-mouth: Customer satisfaction and buyer behavior. International Journal of Bank Marketing, 10(1), 25-29. https://doi.org/10.1108/02652329210007867
  45. Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104
  46. Fornell, C., & Wernerfelt, B. (1987). Defensive marketing strategy by customer complaint management: A theoretical analysis. Journal of Marketing Research, 24(4), 337-346. https://doi.org/10.1177/002224378702400401
  47. Ghasemaghaei, M., & Hassanein, K. (2015). Online information quality and consumer satisfaction: The moderating roles of contextual factors-A meta-analysis. Information & Management, 52(8), 965-981. https://doi.org/10.1016/j.im.2015.07.001
  48. Gorla, N., Somers, T. M., & Wong, B. (2010). Organizational impact of system quality, information quality, and service quality. Journal of Strategic Information Systems, 19(3), 207-228. https://doi.org/10.1016/j.jsis.2010.05.001
  49. Grewal, R., Cline, T. W., & Davies, A. (2003). Early-entrant advantage, word-of-mouth communication, brand similarity, and the consumer decision-making process. Journal of Consumer Psychology, 13(3), 187-197. https://doi.org/10.1207/S15327663JCP1303_01
  50. Gutierrez, S. S., Cillan, J. G., & Izquierdo, C. C. (2004). The consumer's relational commitment: main dimensions and antecedents. Journal of Retailing and Consumer Services, 11(6), 351-367. https://doi.org/10.1016/j.jretconser.2003.12.001
  51. Hair, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks, CA: Sage Publications.
  52. Harmeling, C. M., Moffett, J. W., Arnold, M. J. & Carlson, B. D. (2016), Toward a theory of customer engagement marketing, Journal of the Academy of Marketing Science, 45(3), 312-335.
  53. Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004). Electronic word-of-mouth via consumer-opinion platforms: what motivates consumers to articulate themselves on the internet? Journal of Interactive Marketing, 18(1), 38-52. https://doi.org/10.1002/dir.10073
  54. Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8
  55. Hollebeek, L. D. (2011). Demystifying customer brand engagement: Exploring the loyalty nexus. Journal of Marketing Management, 27(7-8), 785-807. https://doi.org/10.1080/0267257X.2010.500132
  56. Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149-165. https://doi.org/10.1016/j.intmar.2013.12.002
  57. Hsu, L. C., Wang, K. Y., & Chih, W. H. (2018). Investigating virtual community participation and promotion from a social influence perspective. Industrial Management & Data Systems, 118(6), 1229-1250. https://doi.org/10.1108/IMDS-10-2017-0477
  58. Huang, M. H., 2003. Web performance scale. Information & Management, 42(6), 841-852. https://doi.org/10.1016/j.im.2004.06.003
  59. Islam, J. U., & Rahman, Z. (2017). The impact of online brand community characteristics on customer engagement: An application of Stimulus-Organism-Response paradigm. Telematics and Informatics, 34(4), 96-109. https://doi.org/10.1016/j.tele.2017.01.004
  60. Jang, H., Olfman, L., Ko, I., Koh, J., & Kim, K. (2008). The influence of on-line brand community characteristics on community commitment and brand loyalty. International Journal of Electronic Commerce, 12(3), 57-80. https://doi.org/10.2753/JEC1086-4415120304
  61. Kang, B. S., Yang J. J., & Lee, S. D.(2018). Effects of information sources on enjoyment, attitude, and visit intention in restaurant, Korean Journal of Franchise Management, 9(3), 7-18. https://doi.org/10.21871/KJFM.2018.09.9.3.7
  62. Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59-68. https://doi.org/10.1016/j.bushor.2009.09.003
  63. Katz, E., & Lazarsfeld, P. F. (1955). Personal influence, ed. Vol. 2, Foundations in Communications Research. New York: The Free Press.
  64. Keller, E. (2007). Unleashing the power of word of mouth: Creating brand advocacy to drive growth. Journal of Advertising Research, 47(4), 448-452. https://doi.org/10.2501/S0021849907070468
  65. Keller, K. (2013). Strategic brand management: Global edition. Pearson Higher Ed.
  66. Keller, K. L. (2003). Strategic Brand Management: Building, Measuring, and Managing Brand Equity. Upper Saddle River, NJ: Pearson Education International.
  67. Keller, E., & Fay, B. (2009). The role of advertising in word of mouth. Journal of Advertising Research, 49(2), 154-158. https://doi.org/10.2501/S0021849909090205
  68. Kim, J. H., Bae, Z. T., & Kang, S. H. (2008). The role of online brand community in new product development: Case studies on digital product manufacturers in Korea. International Journal of Innovation Management, 12(3), 357-376. https://doi.org/10.1142/S1363919608002011
  69. Kim, H. S., Choi, Y. S., & Shin, C. S. (2019). Relationship among restaurant owner's SNS marketing, trust, purchase intention, and word of mouth intention. Journal of Distribution Science, 17(7), 27-38. https://doi.org/10.15722/JDS.17.7.201907.27
  70. Kim, S., Koh, Y., Cha, J., & Lee, S. (2015). Effects of social media on firm value for US restaurant companies. International Journal of Hospitality Management, 49, 40-46. https://doi.org/10.1016/j.ijhm.2015.05.006
  71. Kim, S. E., Lee, K. Y., Shin, S. I., & Yang, S. B. (2017). Effects of tourism information quality in social media on destination image formation: The case of Sina Weibo. Information & Management, 54(6), 687-702. https://doi.org/10.1016/j.im.2017.02.009
  72. Kim, H., & Song, J. (2010). The quality of word-of-mouth in the online shopping mall. Journal of Research in Interactive Marketing, 4(4), 376-390. https://doi.org/10.1108/17505931011092844
  73. Koh, J., & Kim, Y. G. (2004). Knowledge sharing in virtual communities: An e-business perspective. Expert Systems with Applications, 26(2), 155-166. https://doi.org/10.1016/S0957-4174(03)00116-7
  74. Koohikamali, M., & Sidorova, A. (2017). Information re-sharing on social network sites in the age of fake news. Informing Science, 20, 215-235. https://doi.org/10.28945/3871
  75. Kwok, L., & Yu, B. (2013). Spreading social media messages on Facebook: An analysis of restaurant business-to-consumer communications. Cornell Hospitality Quarterly, 54(1), 84-94. https://doi.org/10.1177/1938965512458360
  76. Lang, B., & Hyde, K. F. (2013). Word of mouth: What we know and what we have yet not learn. Journal of Consumer Satisfaction, Dissatisfaction & Complaining Behavior, 26, 1-18.
  77. Larson, A. (1992). Network dyads in entrepreneurial settings: A study of the governance of exchange relationships. Administrative Science Quarterly, 37(1), 76-104. https://doi.org/10.2307/2393534
  78. Lee,Y-K., Jeong, Y. K. & Yoo, D. K.(2008). determinants of relationship commitment: Relational benefits, core quality, and relationship satisfaction. The Academy of Customer Satisfaction Management, 10(1), 51-69.
  79. Lee, J. Y., Lee, M. J., Kwon, D. J., Jeong, S. Y., & Hur, S. B. (2019). Impacts of food service franchise's SNS marketing activities on customer behavior intention, Korean Journal of Franchise Management, 10(1), 43-52.
  80. Lee, M., & Youn, S. (2009). Electronic word of mouth (eWOM) How eWOM platforms influence consumer product judgement. International Journal of Advertising, 28(3), 473-499. https://doi.org/10.2501/S0265048709200709
  81. Leung, X. Y., Bai, B., & Stahura, K. A. (2015). The marketing effectiveness of social media in the hotel industry: A comparison of Facebook and Twitter. Journal of Hospitality & Tourism Research, 39(2), 147-169. https://doi.org/10.1177/1096348012471381
  82. Lim, J. S., Hwang, Y., Kim, S., & Biocca, F. A. (2015). How social media engagement leads to sports channel loyalty: Mediating roles of social presence and channel commitment. Computers in Human Behavior, 46, 158-167. https://doi.org/10.1016/j.chb.2015.01.013
  83. Lin, K. Y., & Lu, H. P. (2011). Intention to continue using Facebook fan pages from the perspective of social capital theory. Cyberpsychology, Behavior, and Social Networking, 14(10), 565-570. https://doi.org/10.1089/cyber.2010.0472
  84. Liu, Y. (2006). Word of mouth for movies: Its dynamics and impact on box office revenue. Journal of Marketing, 70(3), 74-89. https://doi.org/10.1509/jmkg.70.3.074
  85. Lundeen, H. K., Harmon, L. C., & McKenna-Harmon, K. M. (1995). Service recovery in commercial real estate management. Journal of Property Management, 60(3), 30-33.
  86. Lutz, R. J., & Reilly, P. J. (1973). An exploration of the effects of perceived social and performance risk on consumer information acquisition. Advances in Consumer Research, 1, 393-405.
  87. Macey, W. H., & Schneider, B. (2008). The meaning of employee engagement. Industrial and Organizational Psychology, 1(1), 3-30. https://doi.org/10.1111/j.1754-9434.2007.0002.x
  88. Manchanda, P., Xie, Y., & Youn, N. (2008). The role of targeted communication and contagion in product adoption. Marketing Science, 27(6), 961-976. https://doi.org/10.1287/mksc.1070.0354
  89. Mancini J.A., Martin J.A., Bowen G.L. (2003). Community capacity. In: Gullotta T.P. et al. (eds). Encyclopedia of Primary Prevention and Health Promotion. Springer, Boston, MA
  90. Martins, C. S., & Patricio, L. (2013). Understanding participation in company social networks. Journal of Service Management, 24(5), 567-587. https://doi.org/10.1108/JOSM-04-2013-0112
  91. Maxham III, J. G. (2001). Service recovery's influence on consumer satisfaction, positive word-of-mouth, and purchase intentions. Journal of Business Research, 54(1), 11-24. https://doi.org/10.1016/S0148-2963(00)00114-4
  92. McEwen, W. (2004). Why satisfaction isn't satisfying. Gallup Management Journal Online, 11, 1-4.
  93. Men, L. R., & Tsai, W. H. S. (2013). Toward an integrated model of public engagement on corporate social networking sites: Antecedents, the process, and relational outcomes. International Journal of Strategic Communication, 7(4), 257-273. https://doi.org/10.1080/1553118X.2013.822373
  94. Men, L. R., & Tsai, W. H. S. (2014). Perceptual, attitudinal, and behavioral outcomes of organization-public engagement on corporate social networking sites. Journal of Public Relations Research, 26(5), 417-435. https://doi.org/10.1080/1062726X.2014.951047
  95. Men, L. R., & Tsai, W. H. S. (2015). Infusing social media with humanity: Corporate character, public engagement, and relational outcomes. Public Relations Review, 41(3), 395-403. https://doi.org/10.1016/j.pubrev.2015.02.005
  96. Meuter, M. L., McCabe, D. B., & Curran, J. M. (2013). Electronic word-of-mouth versus interpersonal word-of-mouth: are all forms of word-of-mouth equally influential? Services Marketing Quarterly, 34(3), 240-256. https://doi.org/10.1080/15332969.2013.798201
  97. Miller, H. (1996). The multiple dimensions of information quality. Information Systems Management, 13(2), 79-82. https://doi.org/10.1080/10580539608906992
  98. Mizerski, R. W. (1982). An attribution explanation of the disproportionate influence of unfavorable information. Journal of Consumer Research, 9(3), 301-310. https://doi.org/10.1086/208925
  99. Moore, R., Moore, M. L., & Capella, M. (2005). The impact of customer-to-customer interactions in a high personal contact service setting. Journal of Services Marketing, 19 (7), 482-491. https://doi.org/10.1108/08876040510625981
  100. Muntinga, D. G., Moorman, M., & Smit, E. G. (2011). Introducing COBRAs: Exploring motivations for brand-related social media use. International Journal of Advertising, 30(1), 13-46. https://doi.org/10.2501/IJA-30-1-013-046
  101. Nahapiet, J., & Ghoshal, S. (1998). Social capital, intellectual capital, and the organizational advantage. Academy of Management Review, 23(2), 242-266. https://doi.org/10.5465/amr.1998.533225
  102. Nguyen, V., & Bang, J. H. (2019). E-tailing & Brand Communication in Facebook: Comparing Germans and Koreans. Journal of Distribution Science, 17(8), 99-106. https://doi.org/10.15722/jds.17.8.201908.99
  103. Nicolaou, A. I., Ibrahim, M., & Van Heck, E. (2013). Information quality, trust, and risk perceptions in electronic data exchanges. Decision Support Systems, 54(2), 986-996. https://doi.org/10.1016/j.dss.2012.10.024
  104. Pai, P. Y., & Tsai, H. T. (2011). How virtual community participation influences consumer loyalty intentions in online shopping contexts: an investigation of mediating factors. Behaviour & Information Technology, 30(5), 603-615. https://doi.org/10.1080/0144929X.2011.553742
  105. Phelps, J. E., Lewis, R., Mobilio, L., Perry, D., & Raman, N. (2004). Viral marketing or electronic word-of-mouth advertising: Examining consumer responses and motivations to pass along email. Journal of Advertising Research, 44(4), 333-348. https://doi.org/10.1017/S0021849904040371
  106. Reinartz, W. J., & Kumar, V. (2000). On the profitability of longlife customers in a noncontractual setting: An empirical investigation and implications for marketing. Journal of Marketing, 64(4), 17-35. https://doi.org/10.1509/jmkg.64.4.17.18077
  107. Reinartz, W., & Kumar, V. (2002). The mismanagement of customer loyalty. Harvard Business Review, 80(7), 86.
  108. Richins, M. L., & Root-Shaffer, T. (1987). The role of evolvement and opinion leadership in consumer word-of-mouth: An implicit model made explicit. In Advances in Consumer Research, ed. Michael J. Houston, Association for Consumer Research, 32-36.
  109. Ring, P. S., & Van de Ven, A. H. (1994). Developmental processes of cooperative interorganizational relationships. Academy of Management Review, 19(1), 90-118. https://doi.org/10.5465/amr.1994.9410122009
  110. Rohm, A., Kaltcheva, V. D., & Milne, G. R. (2013). A mixedmethod approach to examining brand-consumer interactions driven by social media. Journal of Research in Interactive Marketing, 7(4), 295-311. https://doi.org/10.1108/JRIM-01-2013-0009
  111. Ryu, G., & Feick, L. (2007). A penny for your thoughts: Referral reward programs and referral likelihood. Journal of Marketing, 71(1), 84-94. https://doi.org/10.1509/jmkg.71.4.084
  112. Sashi, C. M. (2012). Customer engagement, buyer-seller relationships, and social media. Management Decision, 50(2), 253-272. https://doi.org/10.1108/00251741211203551
  113. Schau, H. J., Muniz Jr, A. M., & Arnould, E. J. (2009). How brand community practices create value. Journal of Marketing, 73(5), 30-51. https://doi.org/10.1509/jmkg.73.5.30
  114. Schmitt, P., Skiera, B., & Van den Bulte, C. (2011). Referral programs and customer value. Journal of Marketing, 75(1), 46-59. https://doi.org/10.1509/jm.75.1.46
  115. Sheth, J. N. (1971). Word-of-mouth in low-risk innovations. Journal of Advertising, 11, 15-18. https://doi.org/10.1080/00913367.1982.10672807
  116. Shin, Y. H., & Kim, S. G. (2017). Comparative analyses of social media on its impacts on consumer behavior in on-line markets. Journal of Distribution Science, 15(10), 81-92. https://doi.org/10.15722/jds.15.10.201710.81
  117. Sparks, B. A., & Bradley, G. L. (2017). A "Triple A" typology of responding to negative consumer-generated online reviews. Journal of Hospitality & Tourism Research, 41(6), 719-745. https://doi.org/10.1177/1096348014538052
  118. Steffes, E. M., & Burgee, L. E. (2009). Social ties and online word of mouth. Internet Research, 19(1), 42-59. https://doi.org/10.1108/10662240910927812
  119. Stokes, D. (1997). A lesson in entrepreneurial marketing from the public sector. Marketing Education Review, 7(3), 47-54. https://doi.org/10.1080/10528008.1997.11488606
  120. Stromer-Galley, J. (2000). On-line interaction and why candidates avoid it. Journal of communication, 50(4), 111-132. https://doi.org/10.1111/j.1460-2466.2000.tb02865.x
  121. Sullivan, C. (1999). Marketing the Web in other media. Editor & Publisher, 132(9), 30-30.
  122. Sultan, F., Farley, J. U., & Lehmann, D. R. (1990). A metaanalysis of applications of diffusion models. Journal of Marketing Research, 27(1), 70-77. https://doi.org/10.1177/002224379002700107
  123. Swan, J. E., & Oliver, R. L. (1989). Postpurchase communications by consumers. Journal of Retailing, 65(4), 516-533.
  124. Sweeney, J. C., Soutar, G. N., & Mazzarol, T. (2008). Factors influencing word of mouth effectiveness: Receiver perspectives. European Journal of Marketing, 42(3/4), 344-364. https://doi.org/10.1108/03090560810852977
  125. Tafesse, W., & Wien, A. (2018). Using message strategy to drive consumer behavioral engagement on social media. Journal of Consumer Marketing, 35(3), 241-253. https://doi.org/10.1108/JCM-08-2016-1905
  126. Touni, R., Kim, W. G., Choi, H. M., & Ali, M. A. (2019). Antecedents and outcome of customer engagement with hotel brand community on Facebook. Journal of Hospitality & Tourism Research, 44(2), 278-299. https://doi.org/10.1177/1096348019895555
  127. Trusov, M., Bucklin, R. E., & Pauwels, K. (2009). Effects of word-of-mouth versus traditional marketing: Findings from an internet social networking site. Journal of Marketing, 73(5), 90-102. https://doi.org/10.1509/jmkg.73.5.90
  128. Van der Heijden, H. (2004). User acceptance of hedonic information systems. MIS Quarterly, 28(4), 695-704. https://doi.org/10.2307/25148660
  129. Van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., & Verhoef, P. C. (2010). Customer engagement behavior: Theoretical foundations and research directions. Journal of Service Research, 13(3), 253-266. https://doi.org/10.1177/1094670510375599
  130. Varey, R. J. (2008). Marketing as an interaction system. Australasian Marketing Journal16(1), 79-94. https://doi.org/10.1016/S1441-3582(08)70007-7
  131. Vivek, S. D., Beatty, S. E., & Morgan, R. M. (2012). Customer engagement: Exploring customer relationships beyond purchase. Journal of Marketing Theory and Practice, 20(2), 122-146. https://doi.org/10.2753/MTP1069-6679200201
  132. Vivek, S. D., Beatty, S. E., Dalela, V., & Morgan, R. M. (2014). A generalized multidimensional scale for measuring customer engagement. Journal of Marketing Theory and Practice, 22(4), 401-420. https://doi.org/10.2753/MTP1069-6679220404
  133. Von Hippel, E. (2009). Democratizing innovation: the evolving phenomenon of user innovation. International Journal of Innovation Science, 1(1), 29-40. https://doi.org/10.1260/175722209787951224
  134. Wand, Y., & Wang, R. Y. (1996). Anchoring data quality dimensions in ontological foundations. Communications of the ACM, 39(11), 86-95. https://doi.org/10.1145/240455.240479
  135. Wang, E. S. T., & Chen, L. S. L. (2012). Forming relationship commitments to online communities: The role of social motivations. Computers in Human Behavior, 28(2), 570-575. https://doi.org/10.1016/j.chb.2011.11.002
  136. Wang, R. Y., & Strong, D. M. (1996). Beyond accuracy: What data quality means to data consumers. Journal of Management Information Systems, 12(4), 5-33. https://doi.org/10.1080/07421222.1996.11518099
  137. Wangenheim, F. V., & Bayon, T. (2004). The effect of word of mouth on services switching. European Journal of Marketing, 38(9/10), 1173-1185. https://doi.org/10.1108/03090560410548924
  138. Wangenheim, F. V., & Bayon, T. (2007). The chain from customer satisfaction via word-of-mouth referrals to new customer acquisition. Journal of the Academy of Marketing Science, 35(2), 233-249. https://doi.org/10.1007/s11747-007-0037-1
  139. Watts, S. A., & Zhang, W. (2008). Capitalizing on content: Information adoption in two online communities. Journal of the Association for Information Systems, 9(2), 73-94. https://doi.org/10.17705/1jais.00149
  140. Webster, C. (1991). Influences upon consumer expectations of services. Journal of Services Marketing, 5 (Winter), 5-17. https://doi.org/10.1108/08876049110035440
  141. Whiting, A., & Williams, D. (2013). Why people use social media: a uses and gratifications approach. Qualitative Market Research, 16(4), 362-369. https://doi.org/10.1108/QMR-06-2013-0041
  142. Wirtz, J., den Ambtman, A., Bloemer, J., Horvath, C., Ramaseshan, B., van de Klundert, J., Gurhan Canli, Z. and Kandampully, J. (2013), "Managing brands and customer engagement in online brand communities", Journal of Service Management, 24(3), 223-244. https://doi.org/10.1108/09564231311326978
  143. Wixom, B. H., & Todd, P. A. (2005). A theoretical integration of user satisfaction and technology acceptance. Information Systems Research, 16(1), 85-102. https://doi.org/10.1287/isre.1050.0042
  144. Woisetschlager, D. M., Hartleb, V., & Blut, M. (2008). How to make brand communities work: Antecedents and consequences of consumer participation. Journal of Relationship Marketing, 7(3), 237-256. https://doi.org/10.1080/15332660802409605
  145. Yang, K., Li, X., Kim, H., & Kim, Y. H. (2015). Social shopping website quality attributes increasing consumer participation, positive eWOM, and co-shopping: The reciprocating role of participation. Journal of Retailing and Consumer Services, 24, 1-9. https://doi.org/10.1016/j.jretconser.2015.01.008
  146. Yang, S., Liu, Y., & Wei, J. (2016). Social capital on mobile SNS addiction. Internet Research, 26(4), 982-1000. https://doi.org/10.1108/IntR-01-2015-0010
  147. Yu, Y. T., & Dean, A. (2001). The contribution of emotional satisfaction to consumer loyalty. International Journal of Service Industry Management, 12(3), 234-250. https://doi.org/10.1108/09564230110393239
  148. Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1993). The nature and determinants of customer expectations of service. Journal of the Academy of Marketing Science, 21(1), 1-12. https://doi.org/10.1177/0092070393211001
  149. Zhang, C. B., Li, Y. N., Wu, B., & Li, D. J. (2017). How WeChat can retain users: Roles of network externalities, social interaction ties, and perceived values in building continuance intention. Computers in Human Behavior, 69, 284-293. https://doi.org/10.1016/j.chb.2016.11.069
  150. Zheng, X., Cheung, C. M., Lee, M. K., & Liang, L. (2015). Building brand loyalty through user engagement in online brand communities in social networking sites. Information Technology & People, 28(1), 90-106. https://doi.org/10.1108/ITP-08-2013-0144
  151. Zheng, Y., Zhao, K., & Stylianou, A. (2013). The impacts of information quality and system quality on users' continuance intention in information-exchange virtual communities: An empirical investigation. Decision Support Systems, 56, 513-524. https://doi.org/10.1016/j.dss.2012.11.008
  152. Zhou, T., Li, H., & Liu, Y. (2010). The effect of flow experience on mobile SNS users' loyalty. Industrial Management & Data Systems, 110(6), 930-946. https://doi.org/10.1108/02635571011055126
  153. Zmud, R. W. (1978). An empirical investigation of the dimensionality of the concept of information. Decision Sciences, 9(2), 187-195. https://doi.org/10.1111/j.1540-5915.1978.tb01378.x