Why is Social Network Site Advertising Ineffective? Seeking Answers Using a Holistic Theoretical Framework, Multi-Platform Approach

References

• Akar, E., & Topçu, B. (2011). An examination of the factors influencing consumers’ attitudes toward social media marketing. Journal of Internet Commerce, 10(1), 35–67. https://doi.org/10.1080/15332861.2011.558456
   Google Scholar
• Alalwan, A. A. (2018). Investigating the impact of social media advertising features on customer purchase intention. International Journal of Information Management, 42(1), 65–77. https://doi.org/10.1016/j.ijinfomgt.2018.06.001
   Google Scholar
• Alhouti, S., & Johnson, C. M. (2022). Web of lies: Drivers and consequences of social media (in)authenticity. Journal of Promotion Management, 28(8), 1129–1164. https://doi.org/10.1080/10496491.2021.1955077
   Google Scholar
• Amyx, D. A., & Lumpkin, J. R. (2016). Interaction effect of ad puffery and ad skepticism on consumer persuasion. Journal of Promotion Management, 22(3), 403–424. https://doi.org/10.1080/10496491.2016.1154920
   Google Scholar
• Appel, L., Dadlani, P., Dwyer, M., Hampton, K., Kitzie, V., Matni, Z. A., Moore, P., & Teodoro, R. (2014). Testing the validity of social capital measures in the study of information and communication technologies. Information, Communication & Society, 17(4), 398–416. https://doi.org/10.1080/1369118X.2014.884612
   Web of Science ®Google Scholar
• Aral, S. (2021). What digital advertising gets wrong. Harvard Business Review, 19.
   Web of Science ®Google Scholar
• Arli, D. (2017). Does social media matter? Investigating the effect of social media features on consumer attitudes. Journal of Promotion Management, 23(4), 521–539. https://doi.org/10.1080/10496491.2017.1297974
   Google Scholar
• Arli, D., & Dietrich, T. (2017). Can social media campaigns backfire? Exploring consumers’ attitudes and word-of-mouth toward four social media campaigns and its implications on consumer-campaign identification. Journal of Promotion Management, 23(6), 834–850. https://doi.org/10.1080/10496491.2017.1323259
   Google Scholar
• Arora, N., Rana, M., & Prashar, S. (2023). Empathy toward social media advertisements: The moderating role of ad intrusiveness. Journal of Promotion Management, 29(4), 535–568. https://doi.org/10.1080/10496491.2022.2163038
   Google Scholar
• Arora, A. S., & Sanni, S. A. (2019). Ten years of ‘social media marketing’ research in the Journal of Promotion Management: Research synthesis, emerging themes, and new directions. Journal of Promotion Management, 25(4), 476–499. https://doi.org/10.1080/10496491.2018.1448322
   Google Scholar
• Babić Rosario, A., Sotgiu, F., De Valck, K., & Bijmolt, T. H. A. (2016). The effect of electronic word of mouth on sales: A meta-analytic review of platform, product, and metric factors. Journal of Marketing Research, 53(3), 297–318. https://doi.org/10.1509/jmr.14.0380
   Web of Science ®Google Scholar
• Baek, T. H., & Morimoto, M. (2012). Stay away from me. Journal of Advertising, 41(1), 59–76. https://doi.org/10.2753/JOA0091-3367410105
   Web of Science ®Google Scholar
• Baglione, S. L., & Tucci, L. A. (2019). Perceptions of social media’s relevance and targeted advertisements. Journal of Promotion Management, 25(2), 143–160. https://doi.org/10.1080/10496491.2018.1443312
   Google Scholar
• Baruh, L., Secinti, E., & Cemalcilar, Z. (2017). Online privacy concerns and privacy management: A meta-analytical review. Journal of Communication, 67(1), 26–53. https://doi.org/10.1111/jcom.12276
   Web of Science ®Google Scholar
• Beck, L., & Ajzen, I. (1991). Predicting dishonest actions using the theory of planned behavior. Journal of Research in Personality, 25(3), 285–301. https://doi.org/10.1016/0092-6566(91)90021-H
   Web of Science ®Google Scholar
• Benamar, L., Balagué, C., & Ghassany, M. (2017). The identification and influence of social roles in a social media product community. Journal of Computer-Mediated Communication, 22(6), 337–362. https://doi.org/10.1111/jcc4.12195
   Web of Science ®Google Scholar
• Brown, R. E., Jones, V. K., & Wang, M. (2016). The new advertising: Branding, content, and consumer relationships in the data-driven social media era. ABC-CLIO.
   Google Scholar
• Carrete, L., Arroyo, P., & Arroyo, A. (2023). Should green products be advertised as green? Exploring the factors that affect ad credibility. Journal of Promotion Management, 29(4), 427–460. https://doi.org/10.1080/10496491.2022.2163032
   Google Scholar
• Chang, L.-C. (2010). The effects of moral emotions and justifications on visitors’ intention to pick flowers in a forest recreation area in Taiwan. Journal of Sustainable Tourism, 18(1), 137–150. https://doi.org/10.1080/09669580903215154
   Web of Science ®Google Scholar
• Christofides, E., Muise, A., & Desmarais, S. (2012). Risky disclosures on Facebook: The effect of having a bad experience on online behavior. Journal of Adolescent Research, 27(6), 714–731. https://doi.org/10.1177/0743558411432635
   Web of Science ®Google Scholar
• Chung, K.-C., Chen, C.-H., Tsai, H.-H., & Chuang, Y.-H. (2021). Social media privacy management strategies: A SEM analysis of user privacy behaviors. Computer Communications, 174, 122–130. https://doi.org/10.1016/j.comcom.2021.04.012
   Web of Science ®Google Scholar
• Colhoun, D. (2015). Disguising ads as stories. Columbia journalism review.
   Google Scholar
• Dahlen, M. (2021). It’s time for TGA: Truly good advertising. Journal of Current Issues & Research in Advertising, 42(2), 123–131. https://doi.org/10.1080/10641734.2020.1780999
   Web of Science ®Google Scholar
• De Jong, M. D., Harkink, K. M., & Barth, S. (2018). Making green stuff? Effects of corporate greenwashing on consumers. Journal of Business and Technical Communication, 32(1), 77–112. https://doi.org/10.1177/1050651917729863
   PubMed Web of Science ®Google Scholar
• Donaldson, S. (2022). Poll details: Teens’ social media use. The Wall Street Journal, B6.
   Google Scholar
• Duggan, M., Lenhart, A., Lampe, C., & Ellison, N. B. (2015). Parents and social media. Pew Research Center, 16(1), 2.
   Google Scholar
• Evans, N. J., Phua, J., Lim, J., & Jun, H. (2017). Disclosing Instagram influencer advertising: The effects of disclosure language on advertising recognition, attitudes, and behavioral intent. Journal of Interactive Advertising, 17(2), 138–149. https://doi.org/10.1080/15252019.2017.1366885
   Google Scholar
• Fardouly, J., Diedrichs, P. C., Vartanian, L. R., & Halliwell, E. (2015). Social comparisons on social media: The impact of Facebook on young women’s body image concerns and mood. Body Image, 13, 38–45. https://doi.org/10.1016/j.bodyim.2014.12.002
   PubMed Web of Science ®Google Scholar
• Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–140. https://doi.org/10.1177/001872675400700202
   Web of Science ®Google Scholar
• Fishbein, M. A., & Ajzen, I. (1975). Belief, attitude, intention and behavior: An introduction to theory and research. Addison Wesley.
   Google Scholar
• Flosi, S., Fulgoni, G., & Vollman, A. (2013). If an advertisement runs online and no one sees it, is it still an ad? Journal of Advertising Research, 53(2), 192–199. https://doi.org/10.2501/JAR-53-2-192-199
   Web of Science ®Google Scholar
• Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18(3), 382–388. https://doi.org/10.1177/002224378101800313
   Web of Science ®Google Scholar
• Fournier, S., & Avery, J. (2011). The uninvited brand. Business Horizons, 54(3), 193–207. https://doi.org/10.1016/j.bushor.2011.01.001
   Web of Science ®Google Scholar
• Gironda, J. T., & Korgaonkar, P. K. (2014). Understanding consumers’ social networking site usage. Journal of Marketing Management, 30(5-6), 571–605. https://doi.org/10.1080/0267257X.2013.851106
   Google Scholar
• Go, E., & Bortree, D. S. (2017). What and how to communicate CSR? The role of CSR fit, modality interactivity, and message interactivity on social networking sites. Journal of Promotion Management, 23(5), 727–747. https://doi.org/10.1080/10496491.2017.1297983
   Google Scholar
• Haferkamp, N., Eimler, S. C., Papadakis, A.-M., & Kruck, J. V. (2012). Men are from Mars, women are from Venus? Examining gender differences in self-presentation on social networking sites. Cyberpsychology, Behavior and Social Networking, 15(2), 91–98. https://doi.org/10.1089/cyber.2011.0151
   PubMed Web of Science ®Google Scholar
• Hair, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Sage Publications.
   Google Scholar
• Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202
   Google Scholar
• Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019a). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
   Web of Science ®Google Scholar
• Hair, J. F., Sarstedt, M., & Ringle, C. M. (2019b). Rethinking some of the rethinking of partial least squares. European Journal of Marketing, 53(4), 566–584. https://doi.org/10.1108/EJM-10-2018-0665
   Web of Science ®Google Scholar
• Holland, G., & Tiggemann, M. (2016). A systematic review of the impact of the use of social networking sites on body image and disordered eating outcomes. Body Image, 17, 100–110. https://doi.org/10.1016/j.bodyim.2016.02.008
   PubMed Web of Science ®Google Scholar
• Howe, J. (2012). How hashtags and social media can bring mega corporations to their knees. The Atlantic. https://www.theatlantic.com/business/archive/2012/06/how-hashtags-and-social-media-can-bring-megacorporations-to-their-knees/258290/
   Google Scholar
• Jagongo, A., & Kinyua, C. (2013). The social media and entrepreneurship growth. International Journal of Humanities and Social Science, 3(10), 213–227.
   Google Scholar
• Jenkins-Guarnieri, M. A., Wright, S. L., & Hudiburgh, L. M. (2012). The relationships among attachment style, personality traits, interpersonal competency, and Facebook use. Journal of Applied Developmental Psychology, 33(6), 294–301. https://doi.org/10.1016/j.appdev.2012.08.001
   Web of Science ®Google Scholar
• Jiang, P. (2013). Determinants of participant’s responses to marketing communications on social networking sites. Journal of Academy of Business and Economics, 13(1), 61–78. https://doi.org/10.18374/JABE-13-1.6
   Google Scholar
• Kang, S. (2014). Factors influencing intention of mobile application use. International Journal of Mobile Communications, 12(4), 360–379. https://doi.org/10.1504/IJMC.2014.063653
   Web of Science ®Google Scholar
• Karson, E. J., McCloy, S. D., & Bonner, P. G. (2006). An examination of consumers’ attitudes and beliefs towards web site advertising. Journal of Current Issues & Research in Advertising, 28(2), 77–91. https://doi.org/10.1080/10641734.2006.10505200
   Google Scholar
• Kasser, T. (2016). Materialistic values and goals. Annual Review of Psychology, 67(1), 489–514. https://doi.org/10.1146/annurev-psych-122414-033344
   PubMed Web of Science ®Google Scholar
• Kelly, L., Kerr, G., & Drennan, J. (2009). Try hard’: Attitudes to advertising in online social networks. In S. Luxton (Ed.), Proceedings from the Australia and New Zealand marketing academy conference 2009: Sustainable management and marketing (pp. 1–7). Promaco Conventions Pty Ltd.
   Google Scholar
• Kelly, L., Kerr, G., & Drennan, J. (2010). Avoidance of advertising in social networking sites. Journal of Interactive Advertising, 10(2), 16–27. https://doi.org/10.1080/15252019.2010.10722167
   Google Scholar
• Kim, E., & Kim, Y. (2022). Factors affecting the attitudes and behavioral intentions of followers toward advertising content embedded within YouTube influencers’ videos. Journal of Promotion Management, 28(8), 1235–1256. https://doi.org/10.1080/10496491.2022.2060414
   Google Scholar
• Kim, M., & Lee, M. (2017). Brand-related user-generated content on social media: The roles of source and sponsorship. Internet Research, 27(5), 1085–1103. https://doi.org/10.1108/IntR-07-2016-0206
   Web of Science ®Google Scholar
• Klobuchar. (2021). How to fix social media. The Wall Street Journal. https://www.wsj.com/articles/how-to-fix-social-media-11635526928
   Google Scholar
• Knoll, J. (2016). Advertising in social media: A review of empirical evidence. International Journal of Advertising, 35(2), 266–300. https://doi.org/10.1080/02650487.2015.1021898
   Web of Science ®Google Scholar
• Lamberton, C., & Stephen, A. T. (2016). A thematic exploration of digital, social media, and mobile marketing: Research evolution from 2000 to 2015 and an agenda for future inquiry. Journal of Marketing, 80(6), 146–172. https://doi.org/10.1509/jm.15.0415
   Web of Science ®Google Scholar
• Li, H., Luo, X., Zhang, J., & Xu, H. (2017). Resolving the privacy paradox: Toward a cognitive appraisal and emotion approach to online privacy behaviors. Information & Management, 54(8), 1012–1022. https://doi.org/10.1016/j.im.2017.02.005
   Web of Science ®Google Scholar
• Lin, C. A., & Kim, T. (2016). Predicting user response to sponsored advertising on social media via the technology acceptance model. Computers in Human Behavior, 64, 710–718. https://doi.org/10.1016/j.chb.2016.07.027
   Web of Science ®Google Scholar
• Logan, K., Bright, L. F., & Gangadharbatla, H. (2012). Facebook versus television: Advertising value perceptions among females. Journal of Research in Interactive Marketing, 6(3), 164–179. https://doi.org/10.1108/17505931211274651
   Google Scholar
• Luna-Nevarez, C., & Torres, I. M. (2015). Consumer attitudes toward social network advertising. Journal of Current Issues & Research in Advertising, 36(1), 1–19. https://doi.org/10.1080/10641734.2014.912595
   Google Scholar
• MacKenzie, S. B., & Podsakoff, P. M. (2012). Common method bias in marketing: Causes, mechanisms, and procedural remedies. Journal of Retailing, 88(4), 542–555. https://doi.org/10.1016/j.jretai.2012.08.001
   Web of Science ®Google Scholar
• Mainolfi, G. (2020). Exploring materialistic bandwagon behaviour in online fashion consumption: A survey of Chinese luxury consumers. Journal of Business Research, 120, 286–293. https://doi.org/10.1016/j.jbusres.2019.11.038
   Web of Science ®Google Scholar
• Malhotra, N. K., Kim, S. S., & Agarwal, J. (2004). Internet users’ information privacy concerns (IUIPC): The construct, the scale, and a causal model. Information Systems Research, 15(4), 336–355. https://doi.org/10.1287/isre.1040.0032
   Web of Science ®Google Scholar
• Malthouse, E. C. (2016). Customer relationship management strategy: More important now than ever before. In The new advertising: Branding, content, and consumer relationships in the data-driven social media era (pp. 111–134). Praeger.
   Google Scholar
• Manago, A. M., Ward, L. M., Lemm, K. M., Reed, L., & Seabrook, R. (2015). Facebook involvement, objectified body consciousness, body shame, and sexual assertiveness in college women and men. Sex Roles, 72(1-2), 1–14. https://doi.org/10.1007/s11199-014-0441-1
   Web of Science ®Google Scholar
• Micu, C. C., Sciandra, M. R., & Micu, A. (2019). Understanding social media: The effect of belief type and product type on consumers’ social media use. Journal of Marketing Theory and Practice, 27(1), 55–66. https://doi.org/10.1080/10696679.2018.1534212
   Web of Science ®Google Scholar
• Miniard, P. W., & Cohen, J. B. (1981). An examination of the Fishbein-Ajzen behavioral-intentions model’s concepts and measures. Journal of Experimental Social Psychology, 17(3), 309–339. https://doi.org/10.1016/0022-1031(81)90031-7
   Web of Science ®Google Scholar
• Montenegro, L. (2018). Social media: Measuring the ROI. https://www.forbes.com/sites/forbesagencycouncil/2018/01/30/social-media-measuring-the-roi/?sh=53dd5c876d9f
   Google Scholar
• Mukherjee, K., & Banerjee, N. (2019). Social networking sites and customers’ attitude towards advertisements. Journal of Research in Interactive Marketing, 13(4), 477–491. https://doi.org/10.1108/JRIM-06-2018-0081
   Web of Science ®Google Scholar
• Nan, X. (2006). Perceptual predictors of global attitude toward advertising: An investigation of both generalized and personalized beliefs. Journal of Current Issues & Research in Advertising, 28(1), 31–44. https://doi.org/10.1080/10641734.2006.10505189
   Google Scholar
• Olanrewaju, A.-S T., Hossain, M. A., Whiteside, N., & Mercieca, P. (2020). Social media and entrepreneurship research: A literature review. International Journal of Information Management, 50, 90–110. https://doi.org/10.1016/j.ijinfomgt.2019.05.011
   Web of Science ®Google Scholar
• Pollay, R. W., & Mittal, B. (1993). Here’s the beef: Factors, determinants, and segments in consumer criticism of advertising. Journal of Marketing, 57(3), 99–114. https://doi.org/10.1177/002224299305700307
   Web of Science ®Google Scholar
• Rainie, H., & Wellman, B. (2012). Networked: The new social operating system (vol. 10). Mit Press.
   Google Scholar
• Riegner, C. (2007). Word of mouth on the web: The impact of Web 2.0 on consumer purchase decisions. Journal of Advertising Research, 47(4), 436–447. https://doi.org/10.2501/S0021849907070456
   Web of Science ®Google Scholar
• Riehm, K. E., Feder, K. A., Tormohlen, K. N., Crum, R. M., Young, A. S., Green, K. M., Pacek, L., La Flair, L. N., & Mojtabai, R. (2019). Associations between time spent using social media and internalizing and externalizing problems among US youth. JAMA Psychiatry, 76(12), 1266–1273. https://doi.org/10.1001/jamapsychiatry.2019.2325
   PubMed Web of Science ®Google Scholar
• Robinot, E., Boeck, H., & Trespeuch, L. (2023). Consumer generated ads versus celebrity generated ads: Which is the best method to promote a brand on social media? Journal of Promotion Management, 29(2), 157–181. https://doi.org/10.1080/10496491.2022.2143982
   Google Scholar
• Saha, M., & Sahney, S. (2022). Exploring the relationships between socialization agents, social media communication, online shopping experience, and pre-purchase search: A moderated model. Internet Research, 32(2), 536–567. https://doi.org/10.1108/INTR-08-2020-0472
   Web of Science ®Google Scholar
• Sashittal, H. C., Sriramachandramurthy, R., & Hodis, M. (2012). Targeting college students on Facebook? How to stop wasting your money. Business Horizons, 55(5), 495–507. https://doi.org/10.1016/j.bushor.2012.05.006
   Web of Science ®Google Scholar
• Saxena, A., & Khanna, U. (2013). Advertising on social network sites: A structural equation modelling approach. Vision, 17(1), 17–25. https://doi.org/10.1177/0972262912469560
   Google Scholar
• Schechner, S. (2023). EU Regulator fines Meta $414 million over targeted ads. Wall Street Journal, A1, A7.
   Google Scholar
• Schemer, C., Masur, P. K., Geiß, S., Müller, P., & Schäfer, S. (2021). The impact of internet and social media use on well-being: A longitudinal analysis of adolescents across nine years. Journal of Computer-Mediated Communication, 26(1), 1–21. https://doi.org/10.1093/jcmc/zmaa014
   Web of Science ®Google Scholar
• Schultz, D. E., & Peltier, J. (. (2013). Social media’s slippery slope: Challenges, opportunities and future research directions. Journal of Research in Interactive Marketing, 7(2), 86–99. https://doi.org/10.1108/JRIM-12-2012-0054
   Google Scholar
• Schumann, J. H., von Wangenheim, F., & Groene, N. (2014). Targeted online advertising: Using reciprocity appeals to increase acceptance among users of free web services. Journal of Marketing, 78(1), 59–75. https://doi.org/10.1509/jm.11.0316
   Web of Science ®Google Scholar
• Sheppard, B. H., Hartwick, J., & Warshaw, P. R. (1988). The theory of reasoned action: A meta-analysis of past research with recommendations for modifications and future research. Journal of Consumer Research, 15(3), 325. https://doi.org/10.1086/209170
   Web of Science ®Google Scholar
• Shrum, L. J., Lee, J., Burroughs, J. E., & Rindfleisch, A. (2011). An online process model of second-order cultivation effects: How television cultivates materialism and its consequences for life satisfaction. Human Communication Research, 37(1), 34–57. https://doi.org/10.1111/j.1468-2958.2010.01392.x
   Web of Science ®Google Scholar
• Sierra, J. J., Hyman, M. R., & Turri, A. M. (2022). Positive psychology’s mindset precursors of attitude-toward-advertising-in-general. Journal of Promotion Management, 28(7), 1019–1054. https://doi.org/10.1080/10496491.2022.2054905
   Google Scholar
• Sirgy, M. J., Gurel-Atay, E., Webb, D., Cicic, M., Husic, M., Ekici, A., Herrmann, A., Hegazy, I., Lee, D.-J., & Johar, J. S. (2012). Linking advertising, materialism, and life satisfaction. Social Indicators Research, 107(1), 79–101. https://doi.org/10.1007/s11205-011-9829-2
   Web of Science ®Google Scholar
• Smith, H. J., Dinev, T., & Xu, H. (2011). Information privacy research: An interdisciplinary review. MIS Quarterly, 35(4), 989–1015. https://doi.org/10.2307/41409970
   Web of Science ®Google Scholar
• Solomon, E. (2018). The Nielsen CMO Report. The Nielsen Company. https://radioconnects.ca/wp-content/uploads/2018/06/Nielsen-CMO-Report-2018.pdf
   Google Scholar
• Statista Search Department. (2023). Social media advertising - United States. https://www.statista.com/outlook/dmo/digital-advertising/social-media-advertising/united-states?currency=usd
   Google Scholar
• Stoycheff, E., Liu, J., Wibowo, K. A., & Nanni, D. P. (2017). What have we learned about social media by studying Facebook? A decade in review. New Media & Society, 19(6), 968–980. https://doi.org/10.1177/1461444817695745
   Web of Science ®Google Scholar
• Tamin, D. (2013). Don’t waste money - make your social media advertising smarter, more original, more effective. Forbes. https://www.forbes.com/sites/daviatemin/2013/12/03/dont-waste-money-make-your-social-media-advertising-smarter-more-original-m
   Google Scholar
• Tan, M., & Li, X. (2013). The changing settlements in rural areas under urban pressure in China: Patterns, driving forces and policy implications. Landscape and Urban Planning, 120, 170–177. https://doi.org/10.1016/j.landurbplan.2013.08.016
   Web of Science ®Google Scholar
• Tau, B., McMillan, R. (2022). Google yanks with hidden code that harvests data. The Wall Street Journal. https://www.wsj.com/articles/apps-with-hidden-data-harvesting-software-are-banned-by-google-11649261181
   Google Scholar
• Taylor, D. G., Lewin, J. E., & Strutton, D. (2011). Friends, fans, and followers: Do ads work on social networks? Journal of Advertising Research, 51(1), 258–275. https://doi.org/10.2501/JAR-51-1-258-275
   Web of Science ®Google Scholar
• Van Dijck, J. (2013). The culture of connectivity: A critical history of social media. Oxford University Press.
   Google Scholar
• Villanueva, J., Yoo, S., & Hanssens, D. M. (2008). The impact of marketing-induced versus word-of-mouth customer acquisition on customer equity growth. Journal of Marketing Research, 45(1), 48–59. https://doi.org/10.1509/jmkr.45.1.048
   Web of Science ®Google Scholar
• Wang, P., Nie, J., Wang, X., Wang, Y., Zhao, F., Xie, X., Lei, L., & Ouyang, M. (2020). How are smartphones associated with adolescent materialism? Journal of Health Psychology, 25(13–14), 2406–2417. https://doi.org/10.1177/1359105318801069
   PubMed Web of Science ®Google Scholar
• Wang, T., Wong, J. Y. H., Wang, M. P., Li, A. C. Y., Kim, S. S., & Lee, J. J. (2021). Effects of social networking service (SNS) addiction on mental health status in Chinese university students: Structural equation modeling approach using a cross-sectional online survey. Journal of Medical Internet Research, 23(12), e26733. https://doi.org/10.2196/26733
   PubMed Web of Science ®Google Scholar
• Wiese, M., & Akareem, H. S. (2020). Determining perceptions, attitudes and behaviour towards social network site advertising in a three-country context. Journal of Marketing Management, 36(5–6), 420–455. https://doi.org/10.1080/0267257X.2020.1751242
   Web of Science ®Google Scholar
• Xu, H., Dinev, T., Smith, J., & Hart, P; Pennsylvania State University. (2011). Information privacy concerns: Linking individual perceptions with institutional privacy assurances. Journal of the Association for Information Systems, 12(12), 798–824. https://doi.org/10.17705/1jais.00281
   Web of Science ®Google Scholar
• Zahay, D. (2021). Advancing research in digital and social media marketing. Journal of Marketing Theory and Practice, 29(1), 125–139. https://doi.org/10.1080/10696679.2021.1882865
   Web of Science ®Google Scholar
• Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of Marketing, 60(2), 31–46. https://doi.org/10.1177/002224299606000203
   Web of Science ®Google Scholar
• Zhang, J., & Mao, E. (2016). From online motivations to ad clicks and to behavioral intentions: An empirical study of consumer response to social media advertising. Psychology & Marketing, 33(3), 155–164. https://doi.org/10.1002/mar.20862
   Web of Science ®Google Scholar