Research Article

Dual Credibility Pathways in Cross-Domain Influencer Endorsement

Danning ZhaoXi’an Jiaotong-Liverpool University*

* Corresponding author: [email protected]

Abstract

Influencer marketing has a significant influence on consumers' attitudes and willingness to buy. However, when influencers endorse products outside their usual content domain, followers may doubt whether the influencers are credible enough and have the corresponding knowledge. This study examines how parasocial relationship and perceived quality of product-related arguments are related to followers' purchase intention in cross-domain influencer endorsement. Drawing upon source credibility theory, this study presents a dual-pathway model: Perceived trustworthiness plays a mediating role in the relationship between parasocial relationship and purchase intention, while perceived expertise mediates the relationship between argument quality and purchase intention. Through a scenario-based survey of 150 social media users, SPSS was used for analyzing relevant data. The findings showed that parasocial relationship was positively related to perceived trustworthiness, and perceived quality of product-related arguments was positively associated with perceived expertise. In addition, perceived trustworthiness mediated the relationship between parasocial relationship and purchase intention, while perceived expertise mediated the relationship between argument quality and purchase intention. These results suggest that cross-domain influencer endorsement can be explained through two credibility-based pathways. Followers not only rely on the relationship with the influencers, but also on the quality of product arguments to form purchase intentions.

Keywords: cross-domain influencer endorsement; parasocial relationship; argument quality; source credibility
Published: September 8, 2026
DOI: 10.54254/2753-7064/2026.BJ36538
Volume: CHR Vol.119
pp. 46-55
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References

  1. Bukhari, A., & Chouthoy, S. (2026). Influencer marketing.International Encyclopedia of Business Management, 3, 24-28. https://doi.org/10.1016/B978-0-443-13701-3.00166-3
  2. Nayoyos-Refugia, J. M. (2024). Exploring employability, program relevance and job satisfaction among BS criminology graduates.International Journal of Multidisciplinary: Applied Business and Education Research, 5(1), 130-139. https://doi.org/10.11594/ijmaber.05.01.13
  3. 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. https://doi.org/10.1016/j.chb.2018.05.029
  4. Rungruangjit, W. (2022). What drives Taobao live streaming commerce? The role of parasocial relationships, congruence and source credibility in Chinese consumers' purchase intentions.Heliyon: A Cell Press Journal, 8(6), 1-16. https://doi.org/10.1016/j.heliyon.2022.e09676
  5. Bhattacherjee, A., & Sanford, C. (2006). Influence process for information technology acceptance: An elaboration likelihood model.MIS Quarterly, 30(4), 805-825. https://doi.org/10.2307/25148755
  6. 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. http://www.jstor.org/stable/4188769?origin=JSTOR-pdf
  7. Breves, P. L., Liebers, N., Abt, M., & Kunze, A. (2019). The perceived fit between Instagram influencers and the endorsed brand.Journal of Advertising Research, 59(4), 440-454. https://doi.org/10.2501/JAR-2019-030
  8. Yang, C. Y., Koh, B. X., & Chew, K. W. (2025). How live streaming influences trust in social commerce: A parasocial relationship perspective.Telematics and Informatics, 99, 1-17. https://doi.org/10.1016/j.tele.2025.102274
  9. Ooi, K., Lee, V., Hew, J., Leong, L., Tan, G. W., & Lim, A. (2023). Social media influencers: An effective marketing approach?Journal of Business Research, 160, 1-15. https://doi.org/10.1016/j.jbusres.2023.113773
  10. Al-Sulaiti, S., & Mimoun, M. S. B. (2023). Effect of Instagram influencer parasocial relationship on follower behaviors: A moderated moderation model of expertise and involvement.International Journal of Customer Relationship Marketing and Management, 14(1), 1-20. https://doi.org/10.1016/j.jretconser.2024.103709
  11. Wang, S., & Huang, C. K. (2025). Associations between followers' perceptions of social media influencer personality traits, perceptions of influencer credibility and intentions to purchase endorsed dietary supplements.British Food Journal, 127(7), 2328-2347. https://doi.org/10.1108/BFJ-06-2024-0630
  12. Alcantara-Pilar, J. M., Rodriguez-Lopez, M. E., Kalinic, Z., & Liebana-Cabanillas, F. (2024). From likes to loyalty: Exploring the impact of influencer credibility on purchase intentions in TikTok.Journal of Retailing and Consumer Services, 78, 1-17. https://doi.org/10.1016/j.jretconser.2024.103709
  13. Abbas, S., Alnoor, A., Yin, T. S., Sadaa, A. M., Muhsen, Y. R., Khaw, K. W., & Ganesan, Y. (2023). Antecedents of trustworthiness of social commerce platforms: A case of rural communities using multi group SEM & MCDM methods.Electronic Commerce Research and Applications, 62, 1-20. https://doi.org/10.1016/j.elerap.2023.101322
  14. 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
  15. Van Reijmersdal, E. A., Fransen, M. L., Van Noort, G., Opree, S. J., Vandeberg, L., Reusch, S., Van Lieshout, F., & Boerman, S. C. (2016). Effects of disclosing sponsored content in blogs: How the use of resistance strategies mediates effects on persuasion.American Behavioral Scientist, 60(12), 1458-1474. https://doi.org/10.1177/0002764216660141