Research Article

CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS

Volume: 19 Number: 2 May 20, 2026
TR EN

CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS

Abstract

Virtual influencers, as emerging actors in digital marketing, increasingly shape brand communication. Grounded in the Diffusion of Innovations Theory (DIT), this study investigates consumer acceptance of virtual influencers and explores the mediating role of perceived humanness in this process. Data were collected from 572 participants residing in Istanbul. The analysis employed Partial Least Squares Structural Equation Modeling (PLSSEM) through SmartPLS 4, while mediation effects were tested using Hayes’s (2013) bootstrap approach. According to research findings, consumers perceive virtual influencers they find sincere as more human-like, and this human-like perception turns into positive attitudes and, consequently, purchase intention. The study contributes to digital marketing literature by highlighting the importance of human-like, adaptable features in the design of virtual influencers. Theoretical insights emphasize that anthropomorphic and relatable attributes enhance consumer engagement. Practical implications suggest that marketers should integrate sincerity, adaptability, and human resemblance into virtual influencer strategies to strengthen consumer attitudes and foster purchase intentions.

Keywords

References

  1. Aaker, J. L. (1997). Dimensions of brand personality. Journal of Marketing Research, 34(3), 347–356.
  2. Acar, C., & Ekizler, H. (2023). Sanal etkileyicilerin tüketici satın alma niyetine etkisi. Ege Stratejik Araştırmalar Dergisi, 14(1), 1–22.
  3. Agarwal, R., & Prasad, J. (1997). The role of innovation characteristics and perceived voluntariness in the acceptance of information technologies. Decision Sciences, 28(3), 557–582.
  4. Airenti, G. (2018). The development of anthropomorphism in interaction: Intersubjectivity, imagination, and theory of mind. Frontiers in Psychology, 9, 2136.
  5. Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
  6. Al-Ajam, A. S., & Nor, K. M. (2013). Internet banking adoption: Integrating technology acceptance model and trust. European Journal of Business and Management, 5(3), 207–215.
  7. Alalwan, A. A. (2018). Investigating the impact of social media advertising features on customer purchase intention. International Journal of Information Management, 42, 65–77.
  8. Allal-Chérif, O., Puertas, R., & Carracedo, P. (2024). Intelligent influencer marketing: How AI-powered virtual influencers outperform human influencers. Technological Forecasting and Social Change, 200, 123113.

Details

Primary Language

English

Subjects

Digital Marketing, Marketing Technology, Marketing Theory, Consumer Behaviour

Journal Section

Research Article

Publication Date

May 20, 2026

Submission Date

September 9, 2025

Acceptance Date

April 3, 2026

Published in Issue

Year 2026 Volume: 19 Number: 2

APA
Maral, B., & Ceyhan Günay, A. (2026). CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS. Pazarlama Ve Pazarlama Araştırmaları Dergisi, 19(2), 311-346. https://izlik.org/JA37UD53JX
AMA
1.Maral B, Ceyhan Günay A. CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS. Pazarlama ve Pazarlama Araştırmaları Dergisi. 2026;19(2):311-346. https://izlik.org/JA37UD53JX
Chicago
Maral, Begüm, and Ayben Ceyhan Günay. 2026. “CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS”. Pazarlama Ve Pazarlama Araştırmaları Dergisi 19 (2): 311-46. https://izlik.org/JA37UD53JX.
EndNote
Maral B, Ceyhan Günay A (May 1, 2026) CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS. Pazarlama ve Pazarlama Araştırmaları Dergisi 19 2 311–346.
IEEE
[1]B. Maral and A. Ceyhan Günay, “CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS”, Pazarlama ve Pazarlama Araştırmaları Dergisi, vol. 19, no. 2, pp. 311–346, May 2026, [Online]. Available: https://izlik.org/JA37UD53JX
ISNAD
Maral, Begüm - Ceyhan Günay, Ayben. “CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS”. Pazarlama ve Pazarlama Araştırmaları Dergisi 19/2 (May 1, 2026): 311-346. https://izlik.org/JA37UD53JX.
JAMA
1.Maral B, Ceyhan Günay A. CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS. Pazarlama ve Pazarlama Araştırmaları Dergisi. 2026;19:311–346.
MLA
Maral, Begüm, and Ayben Ceyhan Günay. “CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS”. Pazarlama Ve Pazarlama Araştırmaları Dergisi, vol. 19, no. 2, May 2026, pp. 311-46, https://izlik.org/JA37UD53JX.
Vancouver
1.Begüm Maral, Ayben Ceyhan Günay. CONSUMER ACCEPTANCE OF VIRTUAL INFLUENCERS FROM THE PERSPECTIVE OF THE DIFFUSION OF INNOVATIONS THEORY: THE MEDIATING ROLE OF PERCEIVED HUMANNESS. Pazarlama ve Pazarlama Araştırmaları Dergisi [Internet]. 2026 May 1;19(2):311-46. Available from: https://izlik.org/JA37UD53JX