Examining the Effect of Social Media Celebrities and Para-social Relationships with them on the Intention to buy of Followers (Case Study: Instagram Social Media)

Document Type : Original Article

Authors

1 MSc. Student, Department of Business Management, Faculty of Literature and Humanities, Malayer University, Malayer, Iran.

2 Assistant Prof., Department of Business Management, Faculty of Literature and Humanities, Malayer University, Malayer, Iran.

Abstract

Objective
Today, the internet's penetration rate in people's lives has significantly increased and become a focal point. The online environment serves as an ideal platform for information exchange, content dissemination, and connecting individuals. Social media platforms and applications enable people to communicate and collaborate efficiently with each other, making them an effective way to attract new customers and retain existing ones. Recently, there has been a noticeable increase in the use of social media, and people are more inclined to obtain information about products and services through social technologies, providing users with the opportunity to display various behavioral aspects. Among social media platforms, Instagram is one of the most popular applications for sharing videos and photos. Social media celebrities are individuals with a large following and strong social influence on social media platforms. These celebrities, in addition to promoting brands and products on their channels, also endorse values and lifestyles. Instagram encourages its users to identification, self-identify, and idealize, prompting them to imitate famous individuals in areas such as fashion, makeup, nutrition, and more to keep up with others and find their place. An excessive desire for conformity with social media celebrities can lead to over-idealization. Continuous interaction and identification of social media celebrities are referred to as a para-social relationship. Researchers have claimed that para -social relationships with digital celebrities lead to an increased intention to purchase, given the growing trend and growth of online purchases as a substitute for traditional shopping. Examining the influential components on online shopping and the stimulants of intention to purchase for followers of celebrities is essential.
Therefore, our goal in this research is to investigate the impact of social media celebrities and para -social relationships with them on the intention to purchase among Instagram users in Iran.
Research Methodology
This study is descriptive and correlational in nature, based on the data collection method. Given that the research aims to obtain results for problem-solving, it is considered applied research. Data was collected in the field. The study population consisted of all Iranians who are active on Instagram and follow social media celebrities. Since the study population is unlimited, according to the Morgan table, the minimum sample size should be 384 individuals. The sample size was 430 individuals, which was analyzed. A 21-item questionnaire, adapted from existing standard questionnaires and modified by several university professors, was used to measure the research. The measurement tools included the social media celebrity variable from Reich's questionnaire (1997), the para -social relationship variable from Uter's questionnaire (1992), the identfication variable from Basil's questionnaire (1996), the social media platform variable from Leong, Jaffar, and Ainin's questionnaire (2018), and the intention to purchase variable from Zitamol, Bree, and Parasuraman's questionnaire (1996). The questionnaire items were rated using a 5-point Likert scale.
Findings
Descriptive and inferential findings of this research were analyzed using SPSS and PLS software. Both Cronbach's alpha and composite reliability were used for reliability, and all variables were confirmed based on the obtained values. For validity, the mean variance extracted of all items was above 0.5. Convergent and discriminant validity were also confirmed.
To test the structural model fit, two criteria, the coefficient of determination (R^2) and predictive relevance (Q^2), were used, which were appropriate based on the necessary standards. The goodness of fit (GOF) criterion was used to assess the overall model fit, with a value of 0.625, indicating a strong fit, confirming the overall model fit.
Hypotheses were tested using structural equation modeling (SEM) in the SmartPLS software. Ten hypotheses were examined. Based on the T-statistic values obtained at a 5% significance level, and as these values were greater than 1.96, the following hypotheses were confirmed:

There is a positive and significant relationship between social media celebrities and para -social relationships (t=31.157).
There is a positive and significant relationship between social media celebrities and followers' identfication (t=8.138).
There is a positive and significant relationship between social media celebrities and followers' intention to purchase (t=2.743).
There is a positive and significant relationship between para -social relationships with social media celebrities and followers' identfication (t=10.330).
There is a positive and significant relationship between followers' identfication and social media celebrities and their intention to purchase (t=4.213).
There is a positive and significant relationship between the use of social media platforms and followers' intention to purchase (t=5.854).
The use of social media platforms moderates the impact of social media celebrities on followers' intention to purchase (t=3.317).

However, the following hypotheses were not confirmed as the T-statistic values were less than 1.96:

The use of social media platforms moderates the impact of para -social relationships on followers' intention to purchase (t=1.505).
The use of social media platforms moderates the impact of followers' identfication on their intention to purchase (t=0.211).
There is a positive and significant relationship between para -social relationships with social media celebrities and followers' intention to purchase (t=0.523).

Discussion & Conclusion
Followers spend a significant amount of time searching for information about their favorite celebrities and products or services recommended by those celebrities on social media platforms. Based on the findings regarding Instagram, we confirm that this platform is an effective and essential tool for marketers and advertisers to promote their products, services, and brands to their target audience. We recommend that managers and marketers in various industries recognize the potential of using social media and social media platforms, pay more attention to customer emotions, as customer interaction significantly affects their satisfaction and positive word-of-mouth advertising, ultimately influencing their intention to purchase. Through celebrities, create the necessary grounds for reminding and evoking their brand, and positively endorsing their brand and products, which leads to positive word-of-mouth advertising, cost savings in marketing, and time-saving.

Keywords

Main Subjects


 
Abdullah, T., Deraman, S. N. S., Zainuddin, S. A., Azmi, N. F., Abdullah, S. S., Anuar, N. I. M., ... & Hasan, H. (2020). Impact of social media influencer on Instagram user purchase intention towards the fashion products: The perspectives of UMK pengkalan chepa campus students. European Journal of Molecular & Clinical Medicine. http://hdl.handle.net/123456789/1413
Agnihotri, A. & Bhattacharya, S. (2021). Endorsement effectiveness of celebrities versus social media influencers in the materialistic cultural environment of India. Journal of International Consumer Marketing, 33(3), 280-302.
Auter, P.J. (1992). Psychometric: TV that talks back: An experimental validation of a parasocial interaction scale. Journal of Broadcasting & Electronic Media, 36(2), 173-181.
Aw, E. C. X., Tan, G. W. H., Chuah, S. H. W., Ooi, K. B. & Hajli, N. (2022). Be my friend! Cultivating parasocial relationships with social media influencers: findings from PLS-SEM and fsQCA. Information Technology & People, 36(1), 66-94.
Bahmanmirza, M., Seyyedamiri, N. & Hajiheydari, N. (2022). Designing a para-social relationships Framework of Instagram influencers based on influencer marketing: a bibliometric approach. Media Management Review, 1(4), 462- 490. (in Persian)
Balaban, D. C., Szambolics, J. & Chirică, M. (2022). Parasocial relations and social media influencers' persuasive power. Exploring the moderating role of product involvement. Acta Psychologica, 230, 103731.
Basil, M. D. (1996). Identification as a mediator of celebrity effects. Journal of broadcasting & electronic media, 40(4), 478-495.
Bilal, M., Jianqiu, Z., Dukhaykh, S., Fan, M. & Trunk, A. (2021). Understanding the effects of eWOM antecedents on online purchase intention in China. Information, 12(5), 192.
Chia, S. C. & Poo, Y. L. (2009). Media, celebrities, and fans: An examination of adolescents' media usage and involvement with entertainment celebrities. Journalism & Mass Communication Quarterly, 86(1), 23-44.
Chukwuere, J. E. & Chukwuere, P. C. (2017). The impact of social media on social lifestyle: A case study of university female students. Gender and Behaviour, 15(4), 9966-9981.
Dinh, T. C. T. & Lee, Y. (2022). “I want to be as trendy as influencers”–how “fear of missing out” leads to buying intention for products endorsed by social media influencers. Journal of Research in Interactive Marketing, 16(3), 346-364.
Djafarova, E. & Rushworth, C. (2017). Exploring the credibility of online celebrities' Instagram profiles in influencing the purchase decisions of young female users. Computers in human behavior, 68, 1-7.
Ermeç, A. (2022). How Effective Are Social Media Influencers' Recommendations? The Effect of Message Source on Purchasing Intention and e-Word of Mouth (WOM) from a Para-Social Interaction Perspective. İşletme Araştırmaları Dergisi, 14(1), 1077-1095.
GRIN (2021). Likelihood of purchasing something promoted by a favorite influencer among social media users in the United States as of April 2021 [Graph]. In Statista. Retrieved March 29, 2022, from. https://www.statista.com/statistics/1271831/ influencer-marketing-effectiveness-usa/.
Hair Jr, J., Hair Jr, J. F., Hult, G. T. M., Ringle, C. M. & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.
Halim, E. & Karsen, M. (2020, August). The impact of trust to online purchase intention of business investors. In 2020 International Conference on Information Management and Technology (ICIMTech) (pp. 709-714). IEEE.
Hanson, L. (2018). The fashion brand’s guide to creating excellent visual content. Retrieved from which PLM: https://www. whichplm. com/the-fashion-brandsguide-to-creating-excellent-visual-content.
Hartmann, T. & Goldhoorn, C. (2011). Horton and Wohl revisited: Exploring viewers' experience of parasocial interaction. Journal of communication, 61(6), 1104-1121.
Hasanah, I. & Anjaningrum, W. D. (2023). Purchase intention: strong effects of green advertising attributes, para-social relationships, and perceived credibility. Distribusi-Journal of Management and Business, 11(1), 33-46.
Henseler, J. & Sarstedt, M. (2013). Goodness-of-fit indices for partial least squares path modeling. Computational statistics, 28, 565-580.
Henseler, J., Hubona, G. & Ray, P. A. (2016). Using PLS path modeling in new technology research: updated guidelines. Industrial management & data systems, 116(1), 2-20.
Horton, D. & Richard Wohl, R. (1956). Mass communication and para-social interaction: Observations on intimacy at a distance. psychiatry, 19(3), 215-229.
Hutter, K., Hautz, J., Dennhardt, S. & Füller, J. (2013). The impact of user interactions in social media on brand awareness and purchase intention: the case of MINI on Facebook. Journal of product & brand management, 22(5/6), 342-351.
Hwang, K. & Zhang, Q. (2018). Influence of parasocial relationship between digital celebrities and their followers on followers’ purchase and electronic word-of-mouth intentions, and persuasion knowledge. Computers in human behavior, 87, 155-173.
Jin, D., Abas, W. A. W. & Kamarudin, S. (2023). Instagram Users’ Para-Social Interactions with Virtual Influencers: The Mediating Role of Human-Likeness, Perceived Similarity, and Wishful Identification. International Journal of Business and Technology Management, 5(2), 114-126.
Kelman, H. C. (2006). Interests, relationships, identities: Three central issues for individuals and groups in negotiating their social environment. Annu. Rev. Psychol., 57, 1-26.
Khademyan, T. & Kalhori, M.(2020). Instagram's relationship with young people's tendency towards modern lifestyle (case study: Tehran's youth), Communication research (research and evaluation), 27(1), 55-74. (in Persian)
Kim, E. H., Yoo, D. & Doh, S. J. (2021). Self-construal on brand fan pages: The mediating effect of para-social interaction and consumer engagement on brand loyalty. Journal of Brand Management, 28, 254-271.
Kosenko, K. A., Binder, A. R. & Hurley, R. (2016). Celebrity influence and identification: A test of the Angelina effect. Journal of Health Communication, 21(3), 318-326.
Kosenko, K. A., Binder, A. R. & Hurley, R. (2016). Celebrity influence and identification: A test of the Angelina effect. Journal of Health Communication, 21(3), 318-326.
Kusumastuti, A. E. & Mursid, A. (2023, May). Factors that Influence Purchase Intention Through Customer-Brand Identification of Sharia Products in Indonesia. In International Conference on Business, Accounting, Banking, and Economics (ICBABE 2022) (pp. 415-425). Atlantis Press.
Lee, J. A. & Eastin, M. S. (2020). I like what she’s# endorsing: The impact of female social media influencers’ perceived sincerity, consumer envy, and product type. Journal of Interactive Advertising, 20(1), 76-91.
Leite, F. P. & Baptista, P. D. P. (2022). The effects of social media influencers’ self-disclosure on behavioral intentions: The role of source credibility, parasocial relationships, and brand trust. Journal of Marketing Theory and Practice, 30(3), 295-311.
Leong, L. Y., Jaafar, N. I. & Ainin, S. (2018). The effects of Facebook browsing and usage intensity on impulse purchase in f-commerce. Computers in Human Behavior, 78, 160-173.
Lin, C. A., Crowe, J., Pierre, L. & Lee, Y. (2021). Effects of parasocial interaction with an instafamous influencer on brand attitudes and purchase intentions. The Journal of Social Media in Society, 10(1), 55-78.
Masuda, H., Han, S. H. & Lee, J. (2022). Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations. Technological Forecasting and Social Change, 174, 121246.
McClure, C. & Seock, Y. K. (2020). The role of involvement: Investigating the effect of brand's social media pages on consumer purchase intention. Journal of retailing and consumer services, 53, 101975.
Oliveira, J. S., Ifie, K., Sykora, M., Tsougkou, E., Castro, V. & Elayan, S. (2022). The effect of emotional positivity of brand-generated social media messages on consumer attention and information sharing. Journal of business research, 140, 49-61.
Park, J., Hyun, H. & Thavisay, T. (2021). A study of antecedents and outcomes of social media WOM towards luxury brand purchase intention. Journal of Retailing and Consumer Services, 58, 102272.
Rich, G. A. (1997). The sales manager as a role model: Effects on trust, job satisfaction, and performance of salespeople. Journal of the Academy of marketing science, 25, 319-328.
Sadeghi Brojerdi, S., Mansoori, H. & Abasiyan, A. (2022). The role of influential people (sports celebrities) in fitness on sports intentions, Sociological and managerial analyzes in sports, 2(8), 62-86. (in Persian)
Sánchez-Fernández, R. & Jiménez-Castillo, D. (2021). How social media influencers affect behavioural intentions towards recommended brands: the role of emotional attachment and information value. Journal of Marketing Management, 37(11-12), 1123-1147.
Schach, A. & Lommatzsch, T. (2018). Influencer relations. Springer Fachmedien Wiesbaden.
Shaikh, F. B., Rehman, M., Amin, A., Shamim, A. & Hashmani, M. A. (2021). Cyberbullying behaviour: a study of undergraduate university students. IEEE Access, 9, 92715-92734.
Shan, Y., Chen, K. J. & Lin, J. S. (2020). When social media influencers endorse brands: The effects of self-influencer congruence, parasocial identification, and perceived endorser motive. International Journal of Advertising, 39(5), 590-610.
Shareef, M. A., Mukerji, B., Dwivedi, Y. K., Rana, N. P. & Islam, R. (2019). Social media marketing: Comparative effect of advertisement sources. Journal of Retailing and Consumer Services, 46, 58-69.
Sheng, X., Zeng, Z., Zhang, W. & Hu, Y. (2022). Vlogger's persuasive strategy and consumers' purchase intention: The dual mediating role of para-social interactions and perceived value. Frontiers in psychology, 13, 1080507.
Sokolova, K. & Kefi, H. (2020). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal of retailing and consumer services, 53, 101742.
Sokolova, K. & Perez, C. (2021). You follow fitness influencers on YouTube. But do you actually exercise? How parasocial relationships, and watching fitness influencers, relate to intentions to exercise. Journal of Retailing and Consumer Services, 58, 102276.
Song, H. G., Kim, Y. S. & Hwang, E. (2023). How attitude and para-social interaction influence purchase intentions of Mukbang users: A mixed-method study. Behavioral Sciences, 13(3), 214.
Tafesse, W. & Wood, B. P. (2021). Followers' engagement with instagram influencers: The role of influencers’ content and engagement strategy. Journal of retailing and consumer services, 58, 102303.
Tao, M., Wahab, H. K. A. & Khan, J. (2019). Social Media Celebrities and Para-social Relationships: The Chinese Context. In Strategic Innovative Marketing and Tourism: 7th ICSIMAT, Athenian Riviera, Greece, 2018 (pp. 827-833). Springer International Publishing.
Wahab, H. K. A. & Tao, M. (2019). The Influence of Internet Celebrity on Purchase Decision and Materialism: The Mediating Role of Para-social Relationships and Identification. European Journal of Business and Management, 11(15), 183-199.
Wahab, H. K. A., Tao, M., Tandon, A., Ashfaq, M. & Dhir, A. (2022). Social media celebrities and new world order. What drives purchasing behavior among social media followers? Journal of Retailing and Consumer Services, 68, 103076.
Wen, N. (2017). Celebrity influence and young people’s attitudes toward cosmetic surgery in Singapore: The role of parasocial relationships and identification. International Journal of Communication, 11, 19.
Wetzels, M., Odekerken-Schröder, G. & Van Oppen, C. (2009). Using PLS path modeling for assessing hierarchical construct models: Guidelines and empirical illustration. MIS quarterly, 177-195.
Xiao, M., Wang, R. & Chan-Olmsted, S. (2018). Factors affecting YouTube influencer marketing credibility: a heuristic-systematic model. Journal of media business studies, 15(3), 188-213.
Zafar, A. U., Qiu, J. & Shahzad, M. (2020). Do digital celebrities' relationships and social climate matter? Impulse buying in f-commerce. Internet Research, 30(6), 1731-1762.
Zafar, A. U., Qiu, J., Li, Y., Wang, J. & Shahzad, M. (2021). The impact of social media celebrities' posts and contextual interactions on impulse buying in social commerce. Computers in human behavior, 115, 106178.
Zeithaml, V. A., Berry, L. L. & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of marketing, 60(2), 31-46.