HomeInternational Journal of Multidisciplinary: Applied Business and Education Researchvol. 5 no. 10 (2024)

The Role of Influencer-Generated Contents to the Cognition and Emotional Attachment Among Generation Z Consumers in Manila, Philippines

Rhea Jane G. Angeles | Carmhiella A. Clemente | Renoa Lorraine O. Malimban | Jean Erika G. Santos | Jian Carlo D. Tan

Discipline: Education

 

Abstract:

Along with the rising digitalization of businesses, social media influ-encers (SMI) have been essential in redefining how the online promo-tional system operates. In the Philippines alone, social media influenc-ers are central to all online discussions. The country is known as the "social media capital of the world," as 86.3% of Filipinos follow at least one influencer and spend about 11 hours each week on social media. With the use of an existing theory and testable hypotheses, the re-searchers will gather data while adhering to the positivist philosophy. To obtain objective and statistically significant results, the researchers will measure, document, and examine the data through a survey. More-over, the researchers will carry out various statistical testing, including PLS-SEM, average variance extraction (AVE), heterotrait-monotrait (HTMT) ratio, variance inflation factor (VIF), squared multiple correla-tion (R2), Stone–Geisser’s Q2, etc. using SmartPLS. Delving into the results, it was shown that influencer-branded con-tent's interestingness does affect users to be emotionally attached. Re-search findings also revealed that influencer-generated content's nov-elty does not significantly affect users' emotional attachment to influ-encers. It was also shown that reliability positively affects emotional at-tachment, as well as information quality. But when it comes to under-standability it shows no relationship with emotional attachment. Lastly, it is revealed that there is no significant relationship between emotional attachment and users' intention to disagree with the influencer. As a conclusion, social media influencers have become instrumen-tal in making digital platforms a more enjoyable place to dwell.



References:

  1. Abraham, J.S., Floreto, S.J., Pagkalinawan, M.I., & Etrata, A.E. (2022). Consumer Percep-tion on Influencer Marketing Efforts of Brands in the Beauty and Cosmetics In-dustry. Retrieved from https://ijosmas.org/index.php/ijosmas/article/view/122
  2. AlFarraj, O., Alalwan, A. A., Obeidat, Z. M., Baabdullah, A., Aldmour, R., & Al-Haddad, S. (2021). Examining the impact of influ-encers’ credibility dimensions: Attrac-tiveness, trustworthiness and expertise on the purchase intention in the Aesthetic Dermatology Industry. Review of Interna-tional Business and Strategy, 31(3), 355–374. https://doi.org/10.1108/ribs-07- 2020-0089
  3. Al-Rahmi, A.M., Shamsuddin, A., Alturki, U., Aldraiweesh, A., Yusof, F.M., AlRahmi, W.M., & Aljeraiwi, A.A. The Influence of Information System Success and Technol-ogy Acceptance Model on Social Media Factors in Education. Sustainability 2021, 13, 7770. https://doi.org/10.3390/su13147770
  4. Al-Saad, T. (2019). Airbnb’s Growth Strategy: How they attract and retain 150 million users. Retrieved from https://www.webprofits.com.au/blog/airbnb-growth-strategy
  5. American Psychological Association. (2022). Descriptive Research. https://dictionary.apa.org/descriptive-research
  6. American Psychological Association. (2022). Exploratory Research. Retrieved from https://dictionary.apa.org/exploratory-research
  7. Analysis of Covariance Structures. Psychologi-cal Bulletin, 88 (3), 588-606.
  8. ANC 24/7 (2022). Social Media Trends Shap-ing PH Business in 2022. Retrieved from https://youtu.be/Art and Emotion. Internet encyclopedia of phi-losophy. (n.d.). https://iep.utm.edu/art-and-emotion/
  9. Atiq, M., Abid, G., Anwar, A., & Ijaz, M. F. (2022). Influencer marketing on Insta-gram: A sequential mediation model of storytelling content and audience en-gagement via relatability and Trust. In-formation, 13(7), 345. https://doi.org/10.3390/info13070345
  10. Baclig, C.E. (2022, April 29). Social Media, In-ternet Craze Keep PH on Top 2 of World List. Retrieved from https://newsinfo.inquirer.net/1589845/social-media-internetcraze-keep-ph-on-top-2-of-world-list
  11. Bagozzi, R.P. & Yi, Y. On the evaluation of struc-tural equation models. J. Acad. Mark. Sci. 1988, 16, 74–94
  12. Balaban, D. C., Szambolics, J., & Chirică, M. (2022). Parasocial relations and Social Media Influencers' persuasive power. ex-ploring the moderating role of product involvement. Acta Psychological, 230, 103731. https://doi.org/10.1016/j.actpsy.2022.103731
  13. Balaban, D., Iancu, I., Mustățea, M., Pavelea, A., & Culic, L. (2020). What determines young people to follow influencers? The role of perceived information quality and trustworthiness on users' following inten-tions. Romanian Journal of Communica-tion and Public Relations, 22(3), 5. https://doi.org/10.21018/rjcpr.2020.3.306
  14. Barrett, P. (2007). Structural Equation Model-ling: Adjudging Model Fit, Personality and Individual Differences. 42 (5), 815-24.
  15. Barta, S., Belanche, D., Fernández, A., & Fla-vián, M. (2022). Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience. Journal of Retailing and Consumer Services, 70, 103149. https://doi.org/10.1016/j.jretconser.2022.103149
  16. Belanche, D., Casaló, L. V., Flavián, M., & Ibá-ñez-Sánchez, S. (2021). Building influenc-ers' credibility on Instagram: Effects on followers’ attitudes and behavioral re-sponses toward the influencer. Journal of Retailing and Consumer Services, 61, 102585. https://doi.org/10.1016/j.jretconser.2021.102585
  17. Bentler, P.M. and Bonnet, D.C. (1980). Signifi-cance Tests and Goodness of Fit in the
  18. Business Research Methodology. (n.d.). Positiv-ism Research Philosophy. Retrieved from https://research-methodolo-gy.net/researchphilosophy/positivism/
  19. Cao, X. & Sun, J. (2018). Exploring the effect of overload on the discontinuous intention of social media users: An S-O-R perspec-tive. Computers in Human Behavior, 81, 10–18. https://doi.org/10.1016/j.chb.2017.11.035
  20. Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2020). Influencers on Instagram: Ante-cedents and consequences of opinion leadership. Journal of Business Research, 117, 510–519. https://doi.org/10.1016/j.jbusres.2018.07.005
  21. Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2021). Be creative, my friend! engaging users on Instagram by promoting positive emotions. Journal of Business Research, 130, 416–425. https://doi.org/10.1016/j.jbusres.2020.02.014
  22. Chen, M., Xie, Z., Zhang, J., & Li, Y. (2021). In-ternet celebrities' impact on luxury fash-ion impulse buying. Journal of Theoreti-cal and Applied Electronic Commerce Re-search, 16(6), 2470–2489. https://doi.org/10.3390/jtaer16060136
  23. Chen, T., Peng, L., Yin, X., Rong, J., Yang, J., & Cong, G. (2020, July 07). Analysis of User Satisfaction with Online Education Plat-forms in China during the COVID-19 Pan-demic. https://doi.org/10.3390/healthcare8030200
  24. Collabstr. (2022). 2022 Influencer Marketing Report: Everything You Need to Know About Influencer Marketing in 2022. Re-trieved from https://collabstr.com/2022-influencer-marketing-report
  25. Dedeoglu, B. B. (2019). Are information quality and source credibility really important for shared content on social media? In-ternational Journal of Contemporary Hospitality Management, 31(1), 513–534. https://doi.org/10.1108/ijchm-10-2017-0691
  26. Dukheim. (1982). Positivism. Retrieved from https://www.studysmarter.us/explanations/social-studies/theories-andmethods/positivism/
  27. Farivar, S., Wang, F., & Yuan, Y. (2021). Opinion leadership vs. para-social relationship: Key factors in Influencer marketing. Jour-nal of Retailing and Consumer Services, 59, 102371. https://doi.org/10.1016/j.jretconser.2020.102371
  28. Flores, R., & Asuncion, X. V. (2020). Toward an improved risk/crisis communication in this time of covid-19 pandemic: A base-line study for Philippine Local Govern-ment units. Journal of Science Communi-cation, 19(07). https://doi.org/10.22323/2.19070209
  29. Fornell, C. & Larcker, D.F. Evaluating Structural Equation Models with Unobservable Var-iables and Measurement Error. J. Mark. Res. 1981, 18, 39–50.
  30. Grand View Research. (2022). Influencer Mar-keting Platform Market Size & Trends re-port, 2030. Influencer Marketing Plat-form Market Size & Trends Report, 2030. Retrieved from https://www.grandviewresearch.com/industry-analysis/influencermarketing-platform-market https://doi.org/10.5555/ijosmas.v3i2.122
  31. Hair, J. (n.d). SmartPLS. Retrieved from https://www.smartpls.com/
  32. Hair, J. et al. (2021, November 04). An Intro-duction to Structural Equation Modeling. Retrieved from https://link.springer.com/chapter/10.1007/978-3- 030-80519-7_1
  33. Halim, E., Wardaya P, R. A. A., Rianto, A., & He-brard, M. (2020). The impact of market-ing influencer and information quality to purchase intention of Instagram users. 2020 International Conference on Infor-mation Management and Technology (ICIMTech). https://doi.org/10.1109/icimtech50083.2020.9211167
  34. Handani, N.D., Williady, A., & Kim, H.-S. An Analysis of Customer Textual Reviews and Satisfaction at Luxury Hotels in Sin-gapore's Marina Bay Area (SG-Clean-Certified Hotels). Sustainability 2022, 14, 9382. https://doi.org/10.3390/su14159382
  35. Hu, L.T. & Bentler, P.M. (1999). Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives, Structural Equation Modeling. 6 (1), 1-55.
  36. Jansom, A., & Pongsakornrungsilp, S. (2021). How Instagram influencers affect the val-ue perception of Thai millennial follow-ers and purchasing intention of luxury fashion for Sustainable Marketing. Sus-tainability, 13(15), 8572. https://doi.org/10.3390/su13158572
  37. Jiang, G., Liu, F., Liu, W., Liu, S., Chen, Y., & Xu, D. (2021). Effects of information quality on information adoption on social media review platforms: Moderating role of perceived risk. Data Science and Man-agement, 1(1), 13–22. https://doi.org/10.1016/j.dsm.2021.02.004
  38. Ki, C.-W., Cuevas, L.M., Chong, S.M., & Lim, H. (2020). Influencer Marketing: Social me-dia influencers as human brands attach-ing to followers and yielding positive marketing results by fulfilling needs. Journal of Retailing and Consumer Ser-vices, 55, 102133. https://doi.org/10.1016/j.jretconser.2020.102133
  39. Kline, R. B. (2015). Principles and Practice of Structural Equation Modeling, Fourth Edition (Methodology in the Social Sci-ences) (Fourth ed.). The Guilford Press.
  40. Kline, R.B. (2005). Principles and Practice of Structural Equation Modeling (2nd Edi-tion ed.). New York: The Guilford Press.
  41. Larson, H. J., Hartigan-Go, K., & de Figueiredo, A. (2018). Vaccine confidence plummets in the Philippines following dengue vac-cine scare: Why it matters to pandemic preparedness. Human Vaccines & Immu-notherapeutics, 15(3), 625–627. https://doi.org/10.1080/21645515.2018.1522468
  42. LeapOut. (2022). The Characteristics of Gener-ation Z and How to Market to them. Re-trieved from https://leapoutdigital.com/the-filipino-generation-zand-how-to-market-to-them/
  43. Lee, J. & Abidin, C. (2021, December 07). Backdoor advertising scandals, Yingyeo culture, and cancel culture among Youtube Influencers in South Korea. https://doi.org/10.1177/14614448211061829
  44. Leyco, C.S. (2022, August 03). Diokno sees Gen Z spending to drive growth. Retrieved from https://www.google.com/amp/s/mb.com.ph/2022/08/03/diokno-sees-gen-zspending-to-drive-growth/
  45. Lim, R. L., Rosales, M.Z., Salazar, A.T., & Pan-toja, E. (2022). Perception of Filipino skincare product users on the effective-ness of social media influencers vs celeb-rity endorsers as Brand Ambassadors. Journal of Business and Management Studies, 4(1), 131–139. https://doi.org/10.32996/jbms.2022.4.1.16
  46. Lu, L., Jiang, W., Xu, J., & Wang, F. (2022). The importance of Project Description to charitable crowdfunding success: The mediating role of forwarding times. Fron-tiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.845198
  47. Mazzarolo, A. H., Mainardes, E. W., & Innocen-cio, F. A. (2021). Antecedents and conse-quents of user satisfaction on Instagram. Marketing Intelligence & Planning, 39(5), 687–701. https://doi.org/10.1108/mip-08-2020-0370
  48. Meltwater. (2022, November 14). Social Media Statistics in the Philippines [2022]. Re-trieved from https://www.meltwater.com/en/blog/social-mediastatistics-philippines
  49. Morton, F. (2020, February 07). Influencer marketing: An exploratory study on the motivations of young adults to follow so-cial media influencers. Retrieved from https://www.henrystewartpublications.com/sites/default/files/DSM8.2InfluencerMarketingAnExploratoryStudy.pdf
  50. Mulaik, S.A., James, L.R., Van Alstine, J., Ben-net, N., Lind, S., & Stilwell, C.D. (1989), Evaluation of Goodness-of-Fit Indices for Structural Equation Models. Psychologi-cal Bulletin, 105 (3), 430-45.
  51. Mystakidis, S., Fragkaki, M., & Filippousis, G. (2021). Ready teacher One: Virtual and Augmented Reality Online Professional Development for K-12 school teachers. Computers, 10(10), 134. https://doi.org/10.3390/computers10100134
  52. NapoleonCat. (2022, January). Facebook users in Philippines. Retrieved from https://napoleoncat.com/stats/facebook-users-in-philippines/2022/01
  53. Ohio University. (2019, October 17). Fake news, misinformation, & fact-checking. Retrieved from https://onlinemasters.ohio.edu/masters-public-administration/guide-to-misinformation-and-fact-checking/
  54. Philippine Statistics Authority. (2018). House-hold Population 5 to 24 Years Old Who Were Currently Attending School by Age Group and Sex: 2015. Retrieved from https://psa.gov.ph/sites/default/files/attach-ments/hsd/specialrelease/City%20of%20Manila_Statistical%20Tables_0.xls
  55. Philippine Statistics Authority. (2020, Decem-ber 28). Functional literacy rate of Filipi-nos by exposure to different forms of mass media ranges from 92.6 percent to 97.1 percent in 2019. Retrieved from https://psa.gov.ph/sites/default/files/attachments/hsd/pressrelease/1%20-%20Press%20Release%20No%203%20-%20FLEMMS_signed.pdf
  56. Photiou, A., Nicolaides, C. & Dhillon, P.S. Social status and novelty drove the spread of online information during the early stag-es of COVID-19. Sci Rep 11, 20098 (2021). https://doi.org/10.1038/s41598-021-99060-y
  57. Pröllochs, N., Bär, D., & Feuerriegel, S. (2021). Emotions explain differences in the diffu-sion of true vs. false social media rumors. Scientific Reports, 11(1). https://doi.org/10.1038/s41598-021-01813-2
  58. Purwandari, B., Ramadhan, A., Phusavat, K., Hidayanto, A. N., Husniyyah, A. F., Faozi, F. H., Wijaya, N. H., & Saputra, R. H. (2022). The effect of interaction between followers and influencers on intention to follow travel recommendations from in-fluencers in Indonesia based on follower-influencer experience and emotional di-mension. Information, 13(8), 384. https://doi.org/10.3390/info13080384
  59. Rahaman, M., Hassan, H., Asheq, A., & Islam, K. (2022). The interplay between eWOM in-formation and purchase intention on so-cial media: Through the lens of IAM and TAM theory. PLoS ONE, 17(9), https://www.deepdyve.com/lp/public-library-ofscience-plos-journal/the-interplay-between-ewom-information-and-purchaseintentions
  60. Rahmadini, Y., & Halim, R. E. (2018). The influ-ence of social media towards emotions, Brand Relationship Quality, and word of mouth (WOM) on concert’s attendees in Indonesia. MATEC Web of Conferences, 150, 05058. https://doi.org/10.1051/matecconf/201815005058
  61. Rappler. (2018, October 26). Did you know that some PH cities have more Facebook users than actual population? Retrieved from Sant, R. (2017, February 07). Emotional At-tachment and Profitable Customer Rela-tionships. https://www.ipsos.com/en-za/emotional-attachment-and-profitablecustomer-relationships
  62. Santora, J. (2022, October 04). 18 influencer marketing trends to watch in 2022. Influ-encer Marketing Hub. Retrieved from https://influencermarketinghub.com/influencer-marketing-trends/
  63. Semerádová T., & Weinlich P. (2022, August 10). Emotional, cognitive and conative response to influencer marketing. https://doi.org/10.1016/j.techum.2022.07.004 Statista. (2022). Influencer Adver-tising-Philippines. Retrieved from https://www.statista.com/outlook/amo/advertis-ing/influenceradvertising/philippines
  64. Siddiqui, M. S., Siddiqui, U. A., Khan, M. A., Al-kandi, I. G., Saxena, A. K., & Siddiqui, J. H. (2021). Creating electronic word of mouth credibility through social net-working sites and determining its impact on brand image and online purchase in-tentions in India. Journal of Theoretical and Applied Electronic Commerce Re-search, 16(4), 1008–1024. https://doi.org/10.3390/jtaer16040057
  65. Siedlecki, S. (2020). Understanding Descriptive Research Designs and Methods. Retrieved from https://journals.lww.com/cns
  66. Son, J., Nam, C., & Diddi, S. Emotion or Infor-mation: What Makes Consumers Com-municate about Sustainable Apparel Products on Social Media? Sustainability 2022, 14, 2849. https://doi.org/10.3390/su14052849
  67. Statista. (2022, January 18). Philippines: Share of people following influencers 2020. Sta-tista. Retrieved from https://www.statista.com/statistics/1202106/philippinesshare-of-people-following-influencers/
  68. Tafesse, W., & Wood, B. P. (2020). Followers' engagement with Instagram influencers: The role of influencers' content and en-gagement strategy. Journal of Retailing and Consumer Services, 58, 102303. https://doi.org/10.1016/j.jretconser.2020.102303
  69. Tan, C. S. L., Ph.D. (2021). "Do I Care That You Are Credible and We Are Similar?" Exam-ining Credibility and Similarity as Experi-enced by Social Media Followers. Com-munication Today, 12(1), 62-79. https://www.proquest.com/scholarly-journals/do-i-care-that-you-arecredible-we-similar/docview/2522429935/se-2
  70. Tang, Z., & Chen, L. (2020). Exploring the driv-ers of brand fan page follower discontin-uance intention: An adaptation of Fur-neaux and Wade's framework. Infor-mation Technology & People, 33(5), 1381-1401. https://doi.org/10.1108/ITP-02-2019-0096
  71. Tribe. (2022, April 28). 32 influencer statistics your brand needs to know. Retrieved from https://www.tribegroup.co/blog/influencer-statistics-to-know Wertz, J. (2022). The Impact of Influencer and Word-Of-Mouth Marketing. Retrieved from https://www.forbes.com/sites/jiawertz/2022/05/30/the-impact-of-influencerand-word-of-mouth-marketing/?sh=40d313e1482a
  72. Vailshery, L. (2022, August 09). Most used pro-gramming languages among developers worldwide as of 2022. Retrieved from https://www.statista.com/statistics/793628/worldwide-developer-surveymost-used-languages/
  73. Wright, K. (2017, July 17). Researching Inter-net-Based Populations: Advantages and Disadvantages of Online Survey Research, Online Questionnaire Authoring Software Packages, and Web Survey Services. https://doi.org/10.1111/j.1083-6101.2005.tb00259.x
  74. Xiao, L., Saleem, A., Tariq, S. M., Ul Haq, J., & Guo, M. (2021). I wish I could be like her/him! how self-congruence stimulates a desire to mimic. Journal of Theoretical and Applied Electronic Commerce Re-search, 16(7), 3025– 3042. https://doi.org/10.3390/jtaer16070165
  75. Xu, H., Cheung, L., Lovett, J., Duan, X., Pei, Q., & Liang, D. (2021, April 21). Understanding the influence of user-generated content on tourist loyalty DR. YANGA’S COLLEG-ES, INC. 33 A Quantitative Exploration of IGC’s Importance to Filipino Users’ Cogni-tion and EA 33 behavior in a cultural World Heritage Site. https://doi.org/10.1080/02508281.2021.1913022
  76. Xu, X.-Y., Niu, W.-B., Jia, Q.-D., Nthoiwa, L., & Li, L.-W. (2021). Why do viewers engage in video game streaming? the perspective of cognitive emotion theory and the moder-ation effect of personal characteristics. Sustainability, 13(21), 11990. https://doi.org/10.3390/su132111990
  77. Xu, Y. and Chen, Z. (2006, March 16). Rele-vance judgment: What do information us-ers consider beyond topicality? Retrieved from https://onlinelibrary.wiley.com/doi/10.1002/asi.20361
  78. Yan, J., You, Y., Wang, Y., & Sheng, D. (2021). Understanding the complexity of business information dissemination in social me-dia: A meta-analysis of empirical evi-dence from China. Complexity, 2021, 1–13. https://doi.org/10.1155/2021/7647718
  79. Zhang, X., & Choi, J. (2022). The importance of social influencer-generated contents for user cognition and emotional attachment: An information relevance perspective. Sustainability, 14(11), 6676. https://doi.org/10.3390/su1411667 
  80. Zloteanu, M., Harvey, N., Tuckett, D., & Livan, G. (2018). Digital Identity: The effect of trust and reputation information on user judgement in the sharing economy. PLOS ONE, 13(12). https://doi.org/10.1371/journal.pone.0209071