Antecedents and Influence of Social Media Influencers’ Credibility on Brand Attitude: Findings from PLS-SEM and NCA

Faculty of Accountancy and Management
Universiti Tunku Abdul Rahman
Bandar Sungai Long
43000 Kajang, Selangor, MALAYSIA.

kinleong.tang@gmail.com

Faculty of Accountancy and Management
Universiti Tunku Abdul Rahman
Bandar Sungai Long
43000 Kajang, Selangor, MALAYSIA.

Putra Business School
Universiti Putra Malaysia
43400 UPM Serdang Selangor, MALAYSIA.

rae@utar.edu.my

Faculty of Accountancy and Management
Universiti Tunku Abdul Rahman
Bandar Sungai Long
43000 Kajang, Selangor, MALAYSIA.

tanpm@utar.edu.my

Faculty of Accountancy and Management
Universiti Tunku Abdul Rahman
Bandar Sungai Long
43000 Kajang, Selangor, MALAYSIA.

tanss@utar.edu.my

Faculty of Accountancy and Management
Universiti Tunku Abdul Rahman
Bandar Sungai Long
43000 Kajang, Selangor, MALAYSIA.

stephnie2206@1utar.my

Abstract

Nowadays, it is common to engage social media influencers (SMIs) in social marketing to promote brands and products. Nevertheless, the effect of influencer marketing in Malaysia, especially the credibility of SMIs and its impact on brand attitude, has not been subject to much discussion. Therefore, the goal of this study is to examine the antecedent credibility of SMIs in social media marketing campaigns, which leads to brand attitude, particularly among Malaysian Generation Y and Z. This study targeted Generation Y and Z in the Klang Valley, Malaysia. An online survey was conducted using convenience and purposive sampling techniques. The collected data were analysed using to determine the critical factors that contribute to the outcome. The PLS-SEM estimation results show that similarity, expertise, likeability, argument quality and trustworthiness significantly influence SMIs’ credibility, which in turn affects the positive brand attitude. The NCA results also suggest that these factors are significant contributors to credibility. Notably, both argument quality and likeability are two factors that have a large effect on credibility. This study adds to the body of knowledge to assist a better understanding of the antecedent influence of credibility and to confirm the significant factors which contribute to credibility, leading to brand attitude. Methodologically, PLS-SEM and NCA approaches were used in this study to confirm the hypotheses. From a managerial perspective, this study offers several strategies to build the credibility of influencers and promote business sustainability through brand attitude.

 

 

Keywords

argument quality; brand attitude; credibility; expertise; trustworthiness
https://doi.org/10.17576/pengurusan-2025-73-6

Citation

Tang, K. L., Rae, H., Tan, P. M., Shiang, T. S., & Stephnie, C. Z. T. (2025). Antecedents and Influence of Social Media Influencers’ Credibility on Brand Attitude: Findings from PLS-SEM and NCA. Jurnal Pengurusan, 73, –. https://doi.org/10.17576/pengurusan-2025-73-6

@article{tang2025antecedents,
  title={Antecedents and Influence of Social Media Influencers’ Credibility on Brand Attitude: Findings from PLS-SEM and NCA},
  author={Tang, Kin Leong and Rae, Hooi and Tan, Pei Meng and Shiang, Tan Suk and Stephnie, Chong Zee Ting},
  journal={Jurnal Pengurusan},
 

volume={73},
  number={},
  pages={—},
  year={2025},
  doi={https://doi.org/10.17576/pengurusan-2025-73-6},
  publisher={Penerbit UKM},
}

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