Influencer Attributes and Content Diffusion: Examining the Effects of Popularity, Network Centrality, and Authenticity on Content Virality and Audience Trust

Background: This study analyses the effects of Influencer popularity, Influencer network centrality, and authenticity on content virality and followers’ trust in Jordan. Methods: Data were collected through a quantitative cross-sectional survey of 330 respondents who follow social media influencers. Results: Results indicated that authenticity had a significant positive effect on audience trust (β = 0.573, p = 0.000) and the virality of the content (β = 0.454, p = 0.000). Network centrality was a significant positive factor for audience trust (β = 0.159, p = 0.003) and not significant for content virality (β = 0.051, p = 0.435). influencer popularity had no significant effect on audience trust (p = 0.793, β = 0.014) or content virality (p = 0.128, β = 0.101). Conclusions: The findings suggest that perceived authenticity enhances the audience’s trust and content diffusion more than popularity-based indicators. The research underscores the value of recruiting influencers based on their credibility, authenticity and social network positions.

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Publication Details

Journal
Journal of theoretical and applied electronic commerce research
Published
2026-08-18
DOI
https://doi.org/10.3390/jtaer21080279
Primary Topic
Organizational and Employee Performance
Type
article
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article

Influencer Attributes and Content Diffusion: Examining the Effects of Popularity, Network Centrality, and Authenticity on Content Virality and Audience Trust

Reema Nofal, Abdallah Alrousan
Journal of theoretical and applied electronic commerce research
Organizational and Employee Performance
article

Influencer Attributes and Content Diffusion: Examining the Effects of Popularity, Network Centrality, and Authenticity on Content Virality and Audience Trust

Reema Nofal, Abdallah Alrousan
article en

Abstract

Background: This study analyses the effects of Influencer popularity, Influencer network centrality, and authenticity on content virality and followers’ trust in Jordan. Methods: Data were collected through a quantitative cross-sectional survey of 330 respondents who follow social media influencers. Results: Results indicated that authenticity had a significant positive effect on audience trust (β = 0.573, p = 0.000) and the virality of the content (β = 0.454, p = 0.000). Network centrality was a significant positive factor for audience trust (β = 0.159, p = 0.003) and not significant for content virality (β = 0.051, p = 0.435). influencer popularity had no significant effect on audience trust (p = 0.793, β = 0.014) or content virality (p = 0.128, β = 0.101). Conclusions: The findings suggest that perceived authenticity enhances the audience’s trust and content diffusion more than popularity-based indicators. The research underscores the value of recruiting influencers based on their credibility, authenticity and social network positions.

Journal of theoretical and applied electronic commerce researchVol. 21(8)
Girne American University (CY)
Reduced inequalities
Openalex Percentile: Top 7%
Organizational and Employee Performance
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