The Effect of Influencer Credibility on Consumer Online Purchase Intentions: Empirical Insights from Pakistan’s Online Private-Label Market

Authors

  • Zara Imran PhD Scholar, Lahore Business School, The University of Lahore, Defense Road, Lahore, Punjab, Pakistan.
  • Dr. Maleeha Shahid Sameeni Lecturer in Marketing, UE Business School, University of Education, Lahore, Punjab, Pakistan.
  • Dr. Afia Khalid Assistant Professor, Lahore Business School, The University of Lahore, Defense Road, Lahore, Punjab, Pakistan.
  • Dr. Rizwan Ali Associate Professor, Lahore Business School, The University of Lahore, Defense Road, Lahore, Punjab, Pakistan.

DOI:

https://doi.org/10.62843/jrsr/2025.4a082

Keywords:

Online Private-Label Brand, Social Media Influencer Credibility, Attitude, Purchase Intention, Perceived Risk, Market Signaling Theory

Abstract

This research study examined the effects of various dimensions of social media influencer credibility, specifically trustworthiness, goodwill, and expertise, on shaping consumer intentions to purchase online private-label brands (PLBs). By integrating market signaling theory, the research investigated how consumer attitudes mediated this relationship, along with the moderating influence of perceived risk. An online survey targeting habitual private-label buyers in Pakistan was utilized for data gathering, documented on a 7-point Likert scale, resulting in 537 valid responses. Analytical tools, including SPSS and AMOS, were used to test the hypotheses. The results revealed that perceived goodwill and expertise significantly enhanced consumer attitudes and purchase intentions; however, perceived trustworthiness did not exert a direct positive influence. This highlighted a contextual divergence in the interpretation of trust for less-established brands. More importantly, the perceived risks weakened the attitude-intention link, exerting a negative influence. The results provide implications for strategic influencer partnerships to strengthen brand resonance and reduce consumer hesitation while buying PLBs. A major contribution of the study lies in advancing the understanding of a relatively underexplored domain through empirically examining influencer dynamics within the Pakistani online retail context.

References

Ali, R., Eid, R., & Khalid, A. (2025). A green step forward: the role of green marketing in nurturing green customer loyalty. Marketing Intelligence & Planning. https://doi.org/10.1108/MIP-05-2024-0307

An, G. K., Ngo, T. T. A., Tran, T. T., & Nguyen, P. T. (2024). Investigating the influence of social media influencer credibility on beauty product purchase behaviors: A case study from Vietnam. Innovative Marketing, 20(3), 261–276. https://doi.org/10.21511/im.20(3).2024.21.

Al-Mu’ani, L., Alrwashdeh, M., Ali, H., & Al-Assaf, K. T. (2023). The effect of social media influencers on purchase intention: Examining the mediating role of brand attitude. International Journal of Data and Network Science, 7(3), 1217-1226. https://doi.org/10.5267/j.ijdns.2023.5.003

Arslan, Y., Gecti, F., & Zengin, H. (2013). Examining perceived risk and its influence on attitudes: A study on private label consumers in turkey. Asian Social Science, 9(4). https://doi.org/10.5539/ass.v9n4p158

Baltas, G., & Argouslidis, P. C. (2007). Consumer characteristics and demand for store brands. International Journal of Retail & Distribution Management, 35(5), 328–341. https://doi.org/10.1108/09590550710743708

Beneke, J., & Carter, S. (2015). The development of a consumer value proposition of private label brands and the application thereof in a South African retail context. Journal of Retailing and Consumer Services, 25, 22–35. https://doi.org/10.1016/j.jretconser.2015.03.002

Bloom, P. N., & Reve, T. (1990). Transmitting signals to consumers for competitive advantage. Business Horizons, 33(4), 58–66. https://doi.org/10.1016/0007-6813(90)90059-k

Boerman, S. C. (2020). The effects of the standardized Instagram disclosure for micro-and meso-influencers. Computers in human behavior, 103, 199-207.

Callegaro, M., Manfreda, K. L., & Vehovar, V. (2015). Web survey methodology. Sage.

Chetioui, Y., Benlafqih, H., & Lebdaoui, H. (2020). How fashion influencers contribute to consumers’ purchase intention. Journal of Fashion Marketing and Management, 24(3), 361–380. https://doi.org/10.1108/jfmm-08-2019-0157

Cinar, D. (2020). The impact of private label brand personality perception on consumers' buying intentions. Advances in Marketing, Customer Relationship Management, and E-Services, 254-276. https://doi.org/10.4018/978-1-7998-0257-0.ch012

Coutinho, F., Dias, A., & F. Pereira, L. (2023). Credibility of social media influencers: Impact on purchase intention. Human Technology an Interdisciplinary Journal on Humans in ICT Environments, 19(2), 220–237. https://doi.org/10.14254/1795-6889.2023.19-2.5

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 of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035

Deshbhag, R. R., & Mohan, B. C. (2020). Study on influential role of celebrity credibility on consumer risk perceptions. Journal of Indian Business Research, 12(1), 79–92. https://doi.org/10.1108/jibr-09-2019-0264

Djafarova, E., & Trofimenko, O. (2019). ‘Instafamous’ – credibility and self-presentation of micro-celebrities on social media. Information, Communication and Society, 22(10), 1432–1446. https://doi.org/10.1080/1369118x.2018.1438491

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. The Journal of Consumer Marketing, 39(2), 242–253. https://doi.org/10.1108/jcm-06-2020-3866

Gielens, K., Ma, Y., Namin, A., Sethuraman, R., Smith, R. J., Bachtel, R. C., & Jervis, S. (2021). The future of private labels: Towards a smart private label strategy. Journal of Retailing, 97(1), 99–115. https://doi.org/10.1016/j.jretai.2020.10.007

GlobeNewswire. (2025, January 27). Retail E-Commerce is Forecasted to Reach Nearly $8 Trillion by 2027, Making Up Over 20% of Global Retail Sales. https://www.globenewswire.com/news-release/2025/01/27/3015434/28124/en/B2C-E-Commerce-and-Shopper-Insights-Report-2025-2028.

Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. The Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/mtp1069-6679190202

Han, J., & Balabanis, G. (2023). Meta‐analysis of social media influencer impact: Key antecedents and theoretical foundations. Psychology & Marketing. https://doi.org/10.1002/mar.21927

Handayani, P. W., Gelshirani, N. B., Azzahro, F., Pinem, A. A., & Hidayanto, A. N. (2020). The influence of argument quality, source credibility, and health consciousness on satisfaction, use intention, and loyalty on mobile health application use. Informatics in Medicine Unlocked, 20(100429), 100429. https://doi.org/10.1016/j.imu.2020.100429

Hani, G., Haider, S. W., Raza, A., Silva, S. C., & Dias, J. C. (2024). Digital influencers: Catalysts for customer engagement and purchase intention. Studia Universitatis Babes-Bolyai Oeconomica, 69(2), 40-61. https://doi.org/10.2478/subboec-2024-0009

Herbig, P. (1996). Market signalling: a review. Management Decision, 34(1), 35–45. https://doi.org/10.1108/00251749610106954

Jamil, R. A., Qayyum, U., ul Hassan, S. R., & Khan, T. I. (2024). Impact of social media influencers on consumers’ well-being and purchase intention: a TikTok perspective. European Journal of Management and Business Economics, 33(3), 366–385. https://doi.org/10.1108/ejmbe-08-2022-0270

Jayakrishnan, S., Rekha, D. and Chaudhhun, R. (2016) ‘Understanding the role of consumer factors in private label purchase’, International Journal of Business and Management, 11(7), 1833–8119.

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 celebrity-based brand endorsement and social commerce. Journal of Retailing and Consumer Services, 55(102121), 102121. https://doi.org/10.1016/j.jretconser.2020.102121

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

Kamalul Ariffin, S., Mohan, T., & Goh, Y.-N. (2018). Influence of consumers’ perceived risk on consumers’ online purchase intention. Journal of Research in Interactive Marketing, 12(3), 309–327. https://doi.org/10.1108/jrim-11-2017-0100

Kansra, P., Kumar, P., & Ali, B. (2024). Factor influencing consumer purchase intention for private label food products: a cross-sectional analysis. International Journal of Public Sector Performance Management, 13(2), 153–163. https://doi.org/10.1504/ijpspm.2024.137189

Kareem, S. A., & Venugopal, P. (2023). Social media influencers’ traits and purchase intention: A moderated mediation effect of attitude towards brand credibility and brand familiarity. FIIB Business Review. https://doi.org/10.1177/23197145231162257

Kim, J., & Kim, M. (2021). Influencer marketing on Instagram: Social comparison and followers' behavioral intentions. Journal of Retailing and Consumer Services, 60, 102501.

Konuk, F. A. (2018). The role of store image, perceived quality, trust and perceived value in predicting consumers’ purchase intentions towards organic private label food. Journal of Retailing and Consumer Services, 43, 304–310. https://doi.org/10.1016/j.jretconser.2018.04.011

Kumar, S., & Chandra, B. (2019). Profiling consumers of private label brands in virtual retail environment - a cluster analytic approach. International Journal of Electronic Marketing and Retailing, 10(1), 26-44. https://doi.org/10.1504/ijemr.2019.097073

Kuutila, M., Kiili, C., Kupiainen, R., Huusko, E., Li, J., Hosio, S., Mäntylä, M., Coiro, J., & Kiili, K. (2024). Revealing complexities when adult readers engage in the credibility evaluation of social media posts. Computers in Human Behavior, 151(108017), 108017. https://doi.org/10.1016/j.chb.2023.108017

Lăzăroiu, G., Neguriţă, O., Grecu, I., Grecu, G., & Mitran, P. C. (2020). Consumers’ decision-making process on social commerce platforms: Online trust, perceived risk, and purchase intentions. Frontiers in Psychology, 11, 890. https://doi.org/10.3389/fpsyg.2020.00890

Lim, X. J., Radzol, A. M., Cheah, J. H., & Wong, M. W. (2022). The impact of influencer credibility on consumer purchase intention in social media context: A review and empirical study. Journal of Marketing Communications, 28(5), 492–512. https://doi.org/10.1080/13527266.2020.1801602

Lou, C., & Yuan, S. (2019). Influencer marketing: How message value and credibility affect consumer trust of branded content on social media. Journal of Interactive Advertising, 19(1), 58–73. https://doi.org/10.1080/15252019.2018.1533501

Mabkhot, H., Isa, N. M., & Mabkhot, A. (2022). The influence of the credibility of social media influencers SMIs on the consumers’ purchase intentions: Evidence from Saudi Arabia. Sustainability, 14(19), 12323. 10.3390/su141912323

Majeed, M. U., Aftab, H., Arslan, A., & Shakeel, Z. (2024). Determining online consumer’s luxury purchase intention: The influence of antecedent factors and the moderating role of brand awareness, perceived risk, and web atmospherics. PloS One, 19(2), e0295514. https://doi.org/10.1371/journal.pone.0295514

Mandelbaum, E. (2015). Attitude, inference, association: On the propositional structure of implicit bias. Noûs, 50(3), 629-658. https://doi.org/10.1111/nous.12089

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

Mombeuil, C., & Uhde, H. (2025). Relative convenience, relative advantage, perceived security, perceived privacy, and continuous use intention of China’s WeChat Pay: A mixed-method two-phase design study. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.5085065

Nafees, L., Cook, C. M., & Stoddard, J. E. (2020). The impact of the social media influencer power on consumer attitudes toward the brand: the mediating/moderating role of social media influencer source credibility. Atlantic Marketing Journal, 9(1), 3.

Nafees, Lubna, Cook, C. M., Nikolov, A. N., & Stoddard, J. E. (2021). Can social media influencer (SMI) power influence consumer brand attitudes? The mediating role of perceived SMI credibility. Digital Business, 1(2), 100008. https://doi.org/10.1016/j.digbus.2021.100008

Ndlovu, S. G. (2024). Private label brands vs national brands: new battle fronts and future competition. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2321877

Ohanian, R. (1990). Construction and validation of a scale to measure celebrity endorsers’ perceived expertise, trustworthiness, and attractiveness. Journal of Advertising, 19(3), 39–52. https://doi.org/10.1080/00913367.1990.10673191

Omar, N. A., Universitas Indonesia, Lahath, A., Astuti, R. D., Jamaludin, N. A., & Alam, S. S. (2023). The mediating role of attitude in the relationship between the extrinsic and intrinsic attributes of Japanese Frozen Foods and consumers’ intention to purchase them: Evidence from Malaysia. The South East Asian Journal of Management, 17(1), 98–129. https://doi.org/10.21002/seam.v17i1.1312

Özkan, B., & Yerezhep, A. (2023). The effect of attitude towards influencers on purchase intention: The mediating role of trust in the brand. Turkish Journal of Marketing, 8(2), 37.

Pangriya, R., & Kumar, M. R. (2018). 'My store my brand'–a critical review of online and offline private label brands in India. International Journal of Indian Culture and Business Management, 16(2), 223-244.

Podsakoff, P. M., Podsakoff, N. P., Williams, L. J., Huang, C., & Yang, J. (2024). Common method bias: It's bad, it's complex, it's widespread, and it's not easy to fix. Annual Review of Organizational Psychology and Organizational Behavior, 11(1), 17-61. https://doi.org/10.1146/annurev-orgpsych-110721-040030

Rezki, R. (2023). Digital influencers and their effect on brand perception and loyalty. Journal of Social Commerce, 3(4), 214–226. https://doi.org/10.56209/jommerce.v3i4.132

Rybaczewska, M., Chesire, B. J., & Sparks, L. (2020). YouTube vloggers as brand influencers on consumer purchase behaviour. Journal of Intercultural Management, 12(3), 117–140. https://doi.org/10.2478/joim-2020-0047

Saima, & Khan, M. A. (2021). Effect of social media influencer marketing on consumers’ purchase intention and the mediating role of credibility. Journal of Promotion Management, 27(4), 503–523. https://doi.org/10.1080/10496491.2020.1851847

Sameeni, M. S., Ahmad, W., & Filieri, R. (2022). Brand betrayal, post-purchase regret, and consumer responses to hedonic versus utilitarian products: The moderating role of betrayal discovery mode. Journal of Business Research, 141, 137-150. https://doi.org/10.1016/j.jbusres.2021.12.019

Saskara, B., & Achmad, N. (2024). The effect of social media source credibility on purchase interest of products from online stores. Jurnal Ilmiah Manajemen Kesatuan, 12(6), 2549-2558. https://doi.org/10.37641/jimkes.v12i6.2947

Schiffman, L.G., & Kanuk, L. (2020). Consumer behavior (10th ed.). Upper Saddle River, New Jersey: Pearson Prentice Hall.

Schouten, A. P., Janssen, L., & Verspaget, M. (2020). Celebrity vs. Influencer endorsements in advertising: the role of identification, credibility, and Product-Endorser fit. International Journal of Advertising, 39(2), 258–281. https://doi.org/10.1080/02650487.2019.1634898

Shah, N. U., Selvaraj, R., Hashim, N. M., Omar, N. A., & Agus, A. (2020). The effect of private label brand credibility on consumer purchase intention: The mediating role of relational variables. Middle East J. of Management, 7(5), 471. https://doi.org/10.1504/mejm.2020.109683

Shahid, H., Qadeer, F., John, A., & Hameed, I. (2024). Mitigating facets of team knowledge hiding: A collaborative view of psychological safety and team Embeddedness through the lens of COR theory. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4914242

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), 101742. https://doi.org/10.1016/j.jretconser.2019.01.011

Spence, M. (1978). Job market signaling. In Uncertainty in economics (pp. 281-306). Academic Press.

Thomas, S., Patel, R., & Bhatt, V. (2022). Private-label grocery buyers’ donation intentions and trust in CRM campaigns: An empirical analysis by employing social identity theory. Society and Business Review, 18(3), 401-421. https://doi.org/10.1108/sbr-12-2021-0247

Weismueller, J., Harrigan, P., Wang, S., & Soutar, G. N. (2020). Influencer endorsements: How advertising disclosure and source credibility affect consumer purchase intention on social media. Australasian Marketing Journal, 28(4), 160-170. https://doi.org/10.1016/j.ausmj.2020.03.002

Yadav, S. S., & Kar, S. K. (2024). Consumers’ purchase intention of private labels: The case of E‐rEtailErs. Global Business and Organizational Excellence, 44(1), 47-64. https://doi.org/10.1002/joe.22268

Zaman, K., Nawaz Khan, S., Abbas, M., & AbdAlatti, A. (2024). Effect of social media influencers on brand preferences through trust: Moderating role of emotional attachment. Innovative Marketing, 20(2), 128-139. https://doi.org/10.21511/im.20(2).2024.11

Zaman, S. U., Waleed Ahmed, & Syed Hasnain Alam. (2025). How brand experience builds loyalty: The roles of trust, association, word-of-Mouth, and credibility. The Critical Review of Social Sciences Studies, 3(1), 3744-3762. https://doi.org/10.59075/s1b55795

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2025-03-30

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How to Cite

Imran, Z., Maleeha, M. S., Khalid, A., & Ali, R. (2025). The Effect of Influencer Credibility on Consumer Online Purchase Intentions: Empirical Insights from Pakistan’s Online Private-Label Market. Journal of Regional Studies Review, 4(1), 367-386. https://doi.org/10.62843/jrsr/2025.4a082

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