• Purwanto Purwanto W.R. Supratman University




Celebgram trustworthiness, para-social interactions, possession envy, purchase intention


Businessmen’s marketing strategies that take advantage of the fame of celebgrams as influencers are incredibly appropriate in the social media era. The present study deals with the dynamics of celebgram trustworthiness and social interaction with their followers in relation to possession envy and consumer purchase intention. To test the proposed model, the researchers collected data from 181 respondents in Indonesia through an online survey and analyzed it using the Smart PLS. The results of the present study showed that celebgram trustworthiness had no positive effect on possession envy but it had a positive effect on consumer purchase intention. Furthermore, parasocial interactions had a positive effect on possession envy and consumer purchase intention and possession envy had a positive effect on consumer purchase intention. The present study provides a theoretical contribution to the literature on retail and consumer services and offers managerial implications for instafamous-based marketing.

Author Biography

Purwanto Purwanto, W.R. Supratman University

Faculty of Economic


Abidin, C. (2016). Visibility labour: Engaging with influencers' fashion brands and #ootd advertorial campaigns on instagram. Media International Australia, 161(1), 86–100. https://doi.org/10. 1177%2F1329878X16665177

Adler, R (2016). The 19 most sought-after lnstaram beauty influencers of 2016. Retrieved from June 12, 2020 https://fashionista.com/ 2016/12/insta-gram-beauty-makeup-influenc ers-2016.

Ajitha, S., & Sivakumar, V. J. (2017). Understanding the effect of personal and social value on attitude and usage behavior of luxury cos¬metic brands. Journal Retailing and Consumer Services, 39, 103–113. https://doi.org/10.1016/j.jretconser. 2017.07.009

Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychology Bulletin, 103(3), 411–423. https://doi.org/10.1037/ 00332909.103.3.411

AnyMind (2020). State of influencer marketing in Asia 2020 report. Retrieved March 2, 2020 from https://anymindgroup.com/news/announcement/ 7784/.

Arora, A., Bansal, S., Kandpal, C., Aswani, R., & Dwivedi, Y. (2019). Measuring social media influencer index-insights from Facebook, Twitter and Instagram. Journal Retailing Consumer Service, 49, 86–101. https://doi.org/10.1016/j. jretconser.2019.03.012

Ashley, C., & Tuten, T. (2015). Creative strategies in social media marketing: An exploratory study of branded social content and consumer engagement. Psychology Marketing, 32(1), 15–27. https://doi.org/10.1002/mar. 20761

Bandura, A. (2009). Social cognitive theory of mass communication. In J. Bryant, & M. B. Oliver (Eds.), Media effects: Advances in Theory and Research, (2nd Ed., pp. 61–90). Mahwah, NJ: Lawrencec Erlbaum.

Barcelos, R. H., Dantas, D. C., & Senecal, S. (2018). Watch your tone: How a brand's tone of voice on social media influences consumer responses. Journal of Interactive Marketing, 41, 60–80. https://doi.org/10.1016/j.intmar.2 017.10.001

Belk, R. W. (1984). Three scales to measure constructs related to materialism: Reliability, validity, and relationships to measures of ha¬p¬piness. NA-Advances in Consumer Research, 11, 291–297.

------ (2008). Marketing and envy. In R. Smith (Ed.), Envy: Theory and research, 211–226. DOI:10. 1093/acprof:oso/9780195327953.0 03.0012.

Beukeboom, C. J., Kerkhof, P., & de Vries, M. (2015). Does a virtual like cause actual liking? How following a brand's Facebook updates enhances brand evaluations and purchase intention. Journal Interactive Marketing, 32, 26–36. http://dx.doi.org/10.1016/j.intm ar.2015.09.003

Boon, S., (2001). Admirer celebrity relationships among young adults. Explaining perceptions of celebrity influence on identity. Human Communication Research, 27(3), 432–465. https://doi. org/10.1111/j.1468-2958.2001.tb 00788.x

Buunk, A. P., & Massar, K., (2012). Intrasexual competition among males: Competitive towards men, prosocial towards women. Personality of Individual Differences, 52, 818–821. http://dx.doi. org/10.1016/j.paid.2012.01.01 0

Centeno, D., & Wang, J. J. (2017). Celebrities as human brands: An inquiry on stakeholder actor cocreation of brand identities. Journal Business Research, 74, 133–138. https://doi.org/10.1016/ j.jbusres.2016.10.024

Chae, J. (2018). Explaining females' envy toward social media influencers. Media Psychology, 21(2), 246–262. https://doi.org/10.1080/152 13269.2017.1328312

Chaiken, S., (1979). Communicator physical attractiveness and persuasion. Journal of Personality and Social Psychology, 37(8), 1387–1397. https://doi.org/10.1037/0022-3514.37. 8.1387

Chung, S., & Cho, H. (2017). Fostering parasocial relationships with celebrities on social media: Implications for celebrity endorsement. Psychology & Marketing, 34(4), 481–495. https://doi. org/10.1002/mar.21001

Cooper, D. R., & Schindler, P. (2013). Business research methods. 12th Ed. USA: McGraw-Hill Education.

Dessart, L., Veloutsou, C., & Morgan-Thomas, A. (2015). Consumer engagement in online brand communities: A social media perspective. Journal of Product and Brand Management, 24(1), 28–42. http://dx.doi.org/10.1108/JPBM-06-2014-0635

de Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal Advertising, 36(5), 798–828. https://doi.org/10. 1080/02650487.2017. 1348035

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 Interactive Marketing, 26(2), 83–91. https://doi.org/10.1016/j.intmar.2012.01. 003.

Dibble, J. L., Hartmann, T., & Rosaen, S. F. (2015). Parasocial interaction and parasocial relationship: Conceptual clarification and a critical assessment of measures. Human Communication Research, 42(1), 21–44. https ://doi.org/10.1111/hcre.12063

Djafarova, E., & Rushworth, C. (2017). Exploring the credibility of online celebrities' in stagram profiles in influencing the purchase decisions of young female users. Computers in Human Behavior 68, 1–7. http://dx.doi.org/10.1016/ j.chb.2016.11.009

Ford, J. B. (2018). What do we know about celebrity endorsement in advertising? Journal Advertising Research, 58(1), 1–2. https:// doi.org/10.2501/ JAR-2018-006

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Jour¬nal Marketing Research, 18(1), 39–50. https://doi.org/10. 2307/3151312

Gallagher, C. E., Watt, M. C., Weaver, A. D., & Murphy, K. A. (2017). I fear, therefore, I shop! Exploring anxiety sensitivity in rela¬tion to compulsive buying. Personality Individual Differe-rences, 104, 37–42. http://dx.doi.org/10.1016% 2Fj.paid.2016.07.023

Gass, R. H. (2015). Social influence, sociology of. In J. Wright (Ed.), International Encyclopedia of the Social & Behavioral Sciences (Second Edition, pp. 348–354). Elsevier.

Greenwood, D. N., Pietromonaco, P. R., & Long, C. R. (2008). Young women's attachment style and interpersonal engagement with female tv stars. Journal of Social and Personal Relationships, 25(3), 387–407. https://doi.org/10.1177/026540 7507087964

Gunawan, D. D., & Huarng, K. H. (2015). Viral effects of social network and media on con sumers' purchase intention. Journal Business Research, 68, 2237–2241. http://dx.doi.org/10.1016/j.jbu¬s-res.2015.06.004

Hagtvedt, H., & Patrick, V. M. (2009). The broad embrace of luxury: Hedonic potential drive of brand extendibility. Journal Consumer Psycho-logy, 19(4), 608–618. https://doi.org/10.1016/j. jcps.2009.05.007

Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal Marketing Theory and Practice, 19(2), 139–152. https://doi. org/10.2753/MTP10696679 190202

Hanna, R., Rohm, A. J., & Crittenden, V. L. (2011). We’re all connected: The power of the social media ecosystem. Business Ho¬ri¬zons, 54, 265–373. http://dx.doi.org/10.1016/j.bushor.2011.01. 007.

Hautz, J., Füller, J., Hutter, K., & Thürridl, C. (2014). Let users generate your video ads? The impact of video source and quality on consumers' percep-tions and intended behaviors. Journal Interactive Marketing, 28(1), 1–15. https://doi.org/10.1016/ j.intmar.2013.06. 003

Holmes, S., & Redmond, S. (2014). Socialising celebrity. Celebrity studies, 5(3), 223–224. https://doi. org/10.1080/19392397.2014.935631

Horton, D., & Wohl, R. R. (1956). Mass communication and para-social interaction: Observations on intimacy at a distance. Psychiatry, 19(3), 215–229. https://doi.org/10.1080/00332747.1956. 11023049

Horvath, C., & Adiguzel, F. (2018). Shopping enjoy-ment to the extreme: Hedonic shopping motivations and compulsive buying in developed and emerging markets. Journal of Business Research, 86, 300–310. https://doi.org/10.1016/ j.jbusres.2017.07.013

Hwang, K., & Zhang, Q., (2018). Influence of para-social relationship between digital celebrities and their followers on followers' purchase and elec-tronic word of mouth intentions, and persuasion knowledge. Computers in Human Behavior, 87, 155–173. https://doi.org/10.1016/j.chb.2018.05. 029

Indvik, L. (2016). The 20 most influential personal style bloggers: 2016 Edition. Retrieved from June 12, 2020. https://fashionista.com/ 2016/03/style-bloggers-2016.

Islam, T., Sheikh, Z., Hameed, Z., Khan, I. U., & Azam, R. I. (2018). Social comparison, materialism, and compulsive buying based on stimulus-responsemodel: A comparative study among adolescents and young adults. Young Consumers, 19(1), 19–37. https://doi.org/10.1108/ YC-07-2017-00713

Jin, S. V., & Muqaddam, A. (2018). Narcissism 2.0! Would narcissists follow fellow narcissists on lnstagram? The mediating effect of narcissists personality similarity and envy and the moderating effects of popularity. Computers in Human Behavior, 81, 31–41. https://doi.org/10.1016/ j.chb.2017.11.04 2

Jin, S. V., Muqaddam, A., & Ryu, E. (2019). Instafamous and social media influencer marketing. Marketing Inteligence & Planning, 37(5), 567–579. https://doi.org/10.1108/MI P-09-2018-0375

Jin, S. V, & Ryu, E. (2020). I'll buy what she's #wearing": The roles of envy toward and parasocial interaction with influencers in Instagram cele-britybased brand endorsement and social commerce. Journal of Retailing and Consumer Services, 55, 102121. https://doi.org/10.1016/j. jretconser.2020.102121

Jin, S. V., Ryu, E., & Muqaddam, A. (2018). Dieting 2.0! Moderating effects of instagrammers' body image and instafame on other instagrammers' dieting intention. Computers in Human Behavior, 87, 224–237. https://doi.org/10.1016/j.chb.2018. 06.001

Kelleher, T. (2009). Conversational voice, communicated commitment, and public relations outcomes in interactive online communication. Journal of Communication, 59(1), 172–188. https://doi.org/10.1111/j.1460-2466.2008.0 1410.x

Kelleher, T., & Miller, B. M. (2006). Organizational blogs and the human voice: Relational strategies and relational outcomes. Journal of Computer-Mediated Communication, 11(2), 395–414. https://doi.org/10.1111/j.1083 6101.2006.00019.x

Kelman, H., (1958). Compliance, identification, and internalization: Three processes of attitude change. Journal of Conflict Resolution, 2(1), 51–60. https://doi.org/10.1177/2F00220027580020 0106

Kim, A. J., & Johnson, K. K. P. (2016). Power of consumers using social media: Examining the influences of brand related user-generated content on Facebook. Computer in Human Behavior, 58, 98–108. http://dx.doi.org/10.1016/j.chb. 2015.12.047

Kim, H., Ko, E., & Kim, J. (2015). SNS users' para-social relationships with celebrities: Social media effects on purchase intentions. Journal of Global Scholars of Marketing Sci¬en¬ce, 25(3), 279–294. https://doi.org/10.1080/ 21639159.2015.1043690

Labrecque, L. I. (2014). Fostering consumer – Brand relationships in social media environments: The role of parasocial interaction. Journal Interacting Marketing, 28(2), 134–148. http://dx.doi.org/10. 1016/j.intmar.2013.12. 003

Lee, J. E., & Watkins, B. (2016). YouTube vloggers' influence on consumer luxury brand perceptions and intentions. Journal of Bu¬si¬ness Research, 69, 5753–5760. http://dx.doi.org/10.1016/j.jbusres. 2016.04.171

Lin, R. (2018). Silver lining of envy on social media? The relationships between post content, envy type, and purchase intentions. Internet Research, 28(4), 1142–1164. https://doi.org/ 10.1108/IntR-05-2017-0203

Loureiro, S. M. C., Costa, I., & Panchapakesan, P. (2017). A passion for fashion: the impact of social influence, vanity, and exhibitionism on consumer behavior. International Journal Retailing Distri-bution Management, 45(5), 468–484. https://doi. org/10.1108/IJRDM-11-2016-0202

McFerran, B., Aquino, K., & Tracy, J. L. (2014). Evidence for two facets of pride in consumption: Findings from luxury brands. Journal Consumer Psychologic, 24, 455–471. https://doi.org/10.1016/ j.jcps.2014.03.004

Men, L. R., & Tsai, W. (2016). Public engage¬ment with CEOs on social media: Motiva¬ti¬ons and relational outcomes. Public Rela¬ti¬o¬ns Review, 42(5), 932–942. https://doi.org/10.1016/j.pubrev. 2016.08.001

McCroskey, J. C., & Teven, J. J. (1999). Goodwill: A reexamination of the construct and its measurement. Communication Monographs, 66(1), 90–103. https://doi.org/10.1080/03637759909376464

Milovic, A. J. (2014). “If you have It, I want it...now!" The effect of envy and construal level on increased purchase intentions. Theses and Dissertations. University of Wisconsin Milwaukee.

Muller, J., & Christandl, F. (2019). Content is the king but who is the king of kings? The effect of content marketing, sponsored content and user-generated content on brand responses. Computer in Human Behavior, 96, 46–55. http://dx.doi.org/10.1016/ J.CHB.2019.02.006

Müller, L., Mattke, J., & Maier, C. (2018). #Sponsored #Ad: Exploring the effect of influencer marketing on purchase intention. Proceedings: Twenty-fourth Americas Conference on Information Systems, New Orleans, 2018.

Nambisan, P., & Watt, J. H. (2011). Managing customer experiences in online product communities. Journal of Business Research, 64 (8), 889–895. https://doi.org/10.1016/j.jbus res. 2010.09.006

Peter, J. P., & Olson, J. C. (2004). Consumer behavior and marketing strategy. 7th Edition. USA: McGraw-Hill (Tx).

Petty, R. E., & Wegener, D. T. (1998). Matching versus mismatching attitude functions: Implications for scrutiny of persuasive messages. Personality Social Psychology Bulletin, 24(3), 227–240. https://doi.org/10.1177/014616729824 3001.

Pratnyawan, A., & Prisilia, A. (2018). 5 selebgram muda Indonesia ini terkenal dengan bisnisnya. Retrieved from June 12, 2020 https://www. hitekno.com/internet/2018/08/06/170000/5-selebgram-muda-indonesia-ini-terkenal-dengan-bisnisnya.

Purwanto & Kuswandi. (2017). Effects of flexibility and interactivity on the perceived value of and satisfaction with e-commerce (Evidence from Indonesia). Market-Tržište, 29(2), 139–159. https://doi.org/10.22598/mt/2017. 29.2.139

Ridgway, N., Kukar-Kinney, M., & Monroe, K.B. (2008). An extended conceptualization and measure of compulsive buying. Journal of Consumer Research, 35(4), 622–639. https://doi.org/10. 1086/591108

Rogers, E. M., & Bhowmik, D. K. (1970). Homophily-heterophily: Relational concepts for communication research. Public Opinion Quarterly, 34(4), 523–538. https://doi.org/ 10.1086/267838

Roma, P., & Aloini, D. (2019). How does brand related user generated content differ across social media? Evidence reloaded. Journal of Business Research, 96, 322–339. http://dx.doi.org/10.1016/j.jbusres. 2018.11.055

Schulze, C., Scholer, L., & Skiera, B. (2015). Customizing social media marketing. MIT Sloan Management Review, 56, 7–10.

Sharma, A., (1990). The persuasive effect of sales-person credibility: Conceptual and empirical examination. Journal of Personal Selling and Sales Management, 10(4), 71–80. https://doi.org/10.1080/08853134.1990.10753850

Sokolova, K., & Kefi, H. (2020). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal Retailing Consumer Services, 53, 101742. https://doi.org/ 10.1016/j.jretconser.2019.01.011

Sukhdial, A., Aiken, D., & Kahle, L. (2002). Are you old school? A scale for measuring sports fans' old-school orientation. Journal Adverti¬sing Re-search, 42(4), 71–81.

Wang, Y., & Yu, C. (2017). Social interaction-based consumer decision-making model in social commerce: The role of word of mouth and observational learning. International Journal of Information Management, 37(3), 179–189. http://dx.doi.org/10.1016/j.ijinfom gt.2015.11.005

Wiedemann, K. P., Hennigs, N., & Siebels, A. (2009). Value-based segmentation of luxury consumption behavior. Psychology and Marketing, 26(7), 625–651. http://dx.doi.org/10.10 02/mar.20292

Xiang, L., Zheng, X., Lee, M. K. O., & Zhao, D. (2016). Exploring consumers’ impulse buying behavior on social commerce platform: The role of parasocial interaction. International Journal Information Management, 36, 333–347. https://doi.org/10.1016/j.ijinfomgt .2015.11.002

Yoo, W. S., Lee, Y., & Park, J. K. (2010). The role of interactivity in e-tailing: Creating value and increasing satisfaction. Journal of Retailing and Consumer Services, 17(2), 89–96. https://doi.org/ 10.1016/j.jretconser.2009.10.003.