A Source Effect Theory Perspective on How Opinion Leadership, Parasocial Relationship, and Credibility Influencers Affect Purchase Intention
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Objective: Influencers are known to have a solid influence on generating purchase intentions in consumers. Therefore, this study aims to examine the effect of opinion leadership, parasocial relationships, and credibility identified through the variables of attractiveness, trust, and expertise on purchase intentions.
Design/Methods/Approach: 206 individuals who follow food vlogger influencers were surveyed for this study. The data analysis was carried out using GSCA SEM with GSCA pro software, and the mediation test was conducted through the Sobel test.
Findings: The results indicate that opinion leadership and parasocial relationships have a positive impact on purchase intention. In addition, attractiveness and trustworthiness can also influence purchase intention through parasocial relationships. However, it was observed that the expertise variable did not directly or indirectly affect purchase intention.
Originality: In this study, variables are utilized based on source effect theory to facilitate the contribution of the results to the advancement of marketing theory and science, specifically in the field of influencer marketing.
Practical/Policy implication: For marketers, selecting influencers who wield substantial influence over their audience and have forged robust relationships with them is crucial. These influencers are renowned for their opinion leadership and parasocial connections, making them ideal for promoting products or brands.
Akdevelioglu, D., & Kara, S. (2020). An international investigation of opinion leadership and social media. Journal of Research in Interactive Marketing, 14(1), 71–88. https://doi.org/10.1108/JRIM-11-2018-0155
Al-Harbi, A. I., & Badawi, N. S. (2022). Can opinion leaders through Instagram influence organic food purchase behaviour in Saudi Arabia? Journal of Islamic Marketing, 13(6), 1312–1333. https://doi.org/10.1108/JIMA-08-2019-0171
Aw, E. C. X., & Chuah, S. H. W. (2021). "Stop the unattainable ideal for an ordinary me!” fostering parasocial relationships with social media influencers: The role of self-discrepancy. Journal of Business Research, 132, 146–157. https://doi.org/10.1016/j.jbusres.2021.04.025
Aw, E. C. X., & Labrecque, L. I. (2020). Celebrity endorsement in social media contexts: understanding the role of parasocial interactions and the need to belong. Journal of Consumer Marketing, 37(7), 895–908. https://doi.org/10.1108/JCM-10-2019-3474
Aw, E. C. X., Tan, G. W. H., Chuah, S. H. W., Ooi, K. B., & Hajli, N. (2023). Be my friend! Cultivating parasocial relationships with social media influencers: findings from PLS-SEM and fsQCA. Information Technology and People, 36(1), 66–94. https://doi.org/10.1108/ITP-07-2021-0548
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. https://doi.org/10.1016/j.actpsy.2022.103731
Belanche, D., Casaló, L. V., Flavián, M., & Ibáñez-Sánchez, S. (2021). Building influencers' credibility on Instagram: Effects on followers' attitudes and behavioral responses toward the influencer. Journal of Retailing and Consumer Services, 61, 102585. https://doi.org/10.1016/j.jretconser.2021.102585
Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2020). Influencers on Instagram: Antecedents and consequences of opinion leadership. Journal of Business Research, 117, 510–519. https://doi.org/10.1016/j.jbusres.2018.07.005
Chen, T. Y., Yeh, T. L., & Lee, F. Y. (2021). The impact of Internet celebrity characteristics on followers' impulse purchase behavior: the mediation of attachment and parasocial interaction. Journal of Research in Interactive Marketing, 15(3), 483–501. https://doi.org/10.1108/JRIM-09-2020-0183
Cho, G., Hwang, H., Sarstedt, M., & Ringle, C. M. (2020). Cutoff criteria for overall model fit indexes in generalized structured component analysis. Journal of Marketing Analytics, 8, 189–202. https://doi.org/https://doi.org/10.1057/s41270-020-00089-1
Conde, R., & Casais, B. (2023). Micro, macro and mega-influencers on instagram: The power of persuasion via the parasocial relationship. Journal of Business Research, 158, 113708. https://doi.org/10.1016/j.jbusres.2023.113708
datareportal. (2022, January 15). Digital 2022: Indonesia. Https://Datareportal.Com/Reports/Digital-2022-Indonesia?Rq=social%20media%20indonesia.
datareportal. (2023, February). Global Social Media Statistics. Https://Datareportal.Com/Social-Media-Users.
de Bérail, P., Guillon, M., & Bungener, C. (2019). The relations between YouTube addiction, social anxiety and parasocial relationships with YouTubers: A moderated-mediation model based on a cognitive-behavioral framework. Computers in Human Behavior, 99, 190–204. https://doi.org/10.1016/j.chb.2019.05.007
Ennaji, F. Z., El Fazziki, A., El Alaoui El Abdallaoui, H., Benslimane, D., & Sadgal, M. (2018). Opinion leaders' prediction for monitoring the product reputation. International Journal of Web Information Systems, 14(4), 524–544. https://doi.org/10.1108/IJWIS-03-2018-0016
Farivar, S., & Wang, F. (2022). Effective influencer marketing: A social identity perspective. Journal of Retailing and Consumer Services, 67, 103026. https://doi.org/10.1016/j.jretconser.2022.103026
Farivar, S., Wang, F., & Yuan, Y. (2021). Opinion leadership vs. para-social relationship: Key factors in influencer marketing. Journal of Retailing and Consumer Services, 59, 102371. https://doi.org/10.1016/j.jretconser.2020.102371
Fazli-Salehi, R., Jahangard, M., Torres, I. M., Madadi, R., & Zúñiga, M. Á. (2022). Social media reviewing channels: the role of channel interactivity and vloggers' self-disclosure in consumers' parasocial interaction. Journal of Consumer Marketing, 39(2), 242–253. https://doi.org/10.1108/JCM-06-2020-3866
Garcia, D., Björk, E., & Kazemitabar, M. (2022). The A(ffect) B(ehavior) C(ognition) D(ecision) of parasocial relationships: A pilot study on the psychometric properties of the Multidimensional Measure of Parasocial Relationships (MMPR). Heliyon, 8(10). https://doi.org/10.1016/j.heliyon.2022.e10779
Ghozali, I. (2008). Structural equation modeling: teori, konsep, dan aplikasi dengan Program Lisrel 8.80. Badan Penerbit Universitas Diponegoro.
Hwang, H., & Choo, H. (2021). GSCA Pro 1.1 User's Manual. https://doi.org/10.13140/RG.2.2.28162.61127
Jin, S. V., Ryu, E., & Muqaddam, A. (2021). I trust what she's #endorsing on Instagram: moderating effects of parasocial interaction and social presence in fashion influencer marketing. Journal of Fashion Marketing and Management, 25(4), 665–681. https://doi.org/10.1108/JFMM-04-2020-0059
Kang, Y. S., & Herr, P. M. (2006). Beauty and the beholder: Toward an integrative model of communication source effects. Journal of Consumer Research, 33(1), 123–130. https://doi.org/10.1086/504143
Kok Wei, K., & Li, Y. (2013). Measuring the impact of celebrity endorsement on consumer behavioural intentions: a study of Malaysian consumers Keywords celebrity endorsement behavioural intention structural equation modelling Peer reviewed. In International Journal of Sports Marketing & Sponsorship, 14, 157-178.
López, M., Sicilia, M., & Verlegh, P. W. J. (2022). How to motivate opinion leaders to spread e-WoM on social media: monetary vs non-monetary incentives. Journal of Research in Interactive Marketing, 16(1), 154–171. https://doi.org/10.1108/JRIM-03-2020-0059
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. https://doi.org/10.1016/j.techfore.2021.121246
Moldovan, S., Muller, E., Richter, Y., & Yom-Tov, E. (2017). Opinion leadership in small groups. International Journal of Research in Marketing, 34(2), 536–552. https://doi.org/10.1016/j.ijresmar.2016.11.004
Ngatno. (2019). Analisis Data Penelitian Dengan Program GeSCA. Undip Press.
Romero-Rodríguez, M. E., Rodríguez-Donate, M. C., Hernández-García, M. C., & Rodríguez-Brito, M. G. (2020). Influence of opinion leadership identification criteria: The purchase of smartphones. Journal of Retailing and Consumer Services, 56, 102155. https://doi.org/10.1016/j.jretconser.2020.102155
Rungruangjit, W. (2022). What drives Taobao live streaming commerce? The role of parasocial relationships, congruence and source credibility in Chinese consumers' purchase intentions. Heliyon, 8(6). https://doi.org/10.1016/j.heliyon.2022.e09676
Shimp, A. T. (2014). Integrated Marketing Communication in Advertising and Promotion (8th ed.). Cengage Learning .
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. https://doi.org/10.1016/j.jretconser.2019.01.011
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. https://doi.org/10.1016/j.jretconser.2020.102276
Song, S. Y., Cho, E., & Kim, Y. K. (2017). Personality factors and flow affecting opinion leadership in social media. Personality and Individual Differences, 114, 16–23. https://doi.org/10.1016/j.paid.2017.03.058
Sugiyono. (2006). Metode Penelitian Bisnis (9th ed.). CV Alfabeta.
Thanh Ha, L. T., & Thu, V. T. (2022). Motivations of guests contributing sWOM on social media: a case in Vietnam. Journal of Asian Business and Economic Studies, 29(2), 146–162. https://doi.org/10.1108/JABES-05-2020-0055
Wilson, E. J., & Sherrell, D. L. (1993). Source Effects In Communication and Persuasion Research: A Meta-Analysis of Effect Size. Journal of the Academy of Marketing Science, 21, 101–112. https://doi.org/10.1007/BF02894421
Yuan, C. L., Kim, J., & Kim, S. J. (2016). Parasocial relationship effects on customer equity in the social media context. Journal of Business Research, 69(9), 3795–3803. https://doi.org/10.1016/j.jbusres.2015.12.071
Yuan, C. L., Moon, H., Kim, K. H., & Wang, S. (2021). The influence of parasocial relationship in fashion web on customer equity. Journal of Business Research, 130, 610–617. https://doi.org/10.1016/j.jbusres.2019.08.039
Yuan, C., Moon, H., Wang, S., Yu, X., & Kim, K. H. (2021). Study on the influencing of B2B parasocial relationship on repeat purchase intention in the online purchasing environment: An empirical study of B2B E-commerce platform. Industrial Marketing Management, 92, 101–110. https://doi.org/10.1016/j.indmarman.2020.11.008
Yuan, L., Xia, H., & Ye, Q. (2022). The effect of advertising strategies on a short video platform: evidence from TikTok. Industrial Management and Data Systems, 122(8), 1956–1974. https://doi.org/10.1108/IMDS-12-2021-0754
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. https://doi.org/10.1108/INTR-04-2019-0142
Zhong, Y., Shapoval, V., & Busser, J. (2021). The role of parasocial relationship in social media marketing: testing a model among baby boomers. International Journal of Contemporary Hospitality Management, 33(5), 1870–1891. https://doi.org/10.1108/IJCHM-08-2020-0873
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