Social media marketing activities, perceived innovativeness, and perceived enjoyment: Predicting the con-sumers’ intention to purchase Muslim apparel through TikTok live

This study examines the factors influencing Muslim consumers' purchase intentions for Muslim apparel products through TikTok live streaming. Data were collected in Jakarta, with 225 participants selected using convenient sampling. The collected data underwent analysis using exploratory factor analysis, confirmatory factor analysis, and structural equation modelling. The results revealed several key findings. Firstly, the hypothesis that TikTok marketing activities significantly influence perceived innovativeness was supported. Additionally, it was found that TikTok marketing activities significantly affect perceived enjoyment. However, the hypothesis that perceived innovativeness significantly impacts purchase intention was rejected. Furthermore, it was established that perceived innovativeness significantly influences perceived enjoyment, and perceived enjoyment significantly affects purchase intention. These findings contribute to expanding knowledge in social commerce, particularly in understanding the dynamics of consumer behavior within the context of Muslim apparel products marketed through TikTok live streaming. The acceptance of hypotheses regarding the influence of TikTok marketing activities on perceived innovativeness and enjoyment underscores the importance of social media marketing strategies in shaping consumer perceptions and experiences. However, rejecting the hypothesis concerning the direct impact of perceived innovativeness on purchase intention suggests that other factors may mediate this relationship, warranting further investigation.

Authors

Publication Details

Journal
International Journal of Data and Network Science
Published
2025-01-01
DOI
https://doi.org/10.5267/j.ijdns.2024.9.003
Citations
1
Primary Topic
Organizational and Employee Performance
Type
article
Field-Weighted Citation Impact
2.48
Controls
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article

Social media marketing activities, perceived innovativeness, and perceived enjoyment: Predicting the con-sumers’ intention to purchase Muslim apparel through TikTok live

Mamoon Allan, Usep Suhud, Widya Prananta, Lennora Putit et al.
1 citations
International Journal of Data and Network Science
Organizational and Employee Performance
2.48
article

Social media marketing activities, perceived innovativeness, and perceived enjoyment: Predicting the con-sumers’ intention to purchase Muslim apparel through TikTok live

Mamoon Allan, Usep Suhud, Widya Prananta, Lennora Putit, Wong Chee Hoo
article en
1 citations

Abstract

This study examines the factors influencing Muslim consumers' purchase intentions for Muslim apparel products through TikTok live streaming. Data were collected in Jakarta, with 225 participants selected using convenient sampling. The collected data underwent analysis using exploratory factor analysis, confirmatory factor analysis, and structural equation modelling. The results revealed several key findings. Firstly, the hypothesis that TikTok marketing activities significantly influence perceived innovativeness was supported. Additionally, it was found that TikTok marketing activities significantly affect perceived enjoyment. However, the hypothesis that perceived innovativeness significantly impacts purchase intention was rejected. Furthermore, it was established that perceived innovativeness significantly influences perceived enjoyment, and perceived enjoyment significantly affects purchase intention. These findings contribute to expanding knowledge in social commerce, particularly in understanding the dynamics of consumer behavior within the context of Muslim apparel products marketed through TikTok live streaming. The acceptance of hypotheses regarding the influence of TikTok marketing activities on perceived innovativeness and enjoyment underscores the importance of social media marketing strategies in shaping consumer perceptions and experiences. However, rejecting the hypothesis concerning the direct impact of perceived innovativeness on purchase intention suggests that other factors may mediate this relationship, warranting further investigation.

International Journal of Data and Network ScienceVol. 9(4)
Openalex Percentile: Top 9%
Organizational and Employee Performance
2.48
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Social media marketing activities, perceived innovativeness, and perceived enjoyment: Predicting the con-sumers’ intention to purchase Muslim apparel through TikTok live — Mamoon Allan, Usep Suhud, et al. · International Journal of Data and Network Science (2025) | TGRS Research Map | TGRS