Digital Innovation : International Journal Of Management
Vol. 3 No. 3 (2026): July: Digital Innovation : International Journal of Management

Determinants of Customer Loyalty Between TikTok Shop Users in Bali: The Role of Customer Satisfaction Moderation

A.A. Ngurah Bisma Prasatria (Unknown)
Nyoman Sri Subawa (Unknown)



Article Info

Publish Date
31 Jul 2026

Abstract

The rapid growth of social commerce has intensified competition among e-commerce platforms, making customer loyalty essential for long-term competitiveness. This study examines the effects of e-service quality, perceived ease of use, and brand image on customer loyalty among Generation Z TikTok Shop users in Bali. It also investigates the mediating role of brand image and the moderating role of customer satisfaction. The study was conducted from January to May 2026 with 250 respondents selected through purposive sampling. Primary data were collected through an online questionnaire using Google Forms and analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS). The results show that e-service quality, perceived ease of use, and brand image have positive and significant effects on customer loyalty. E-service quality and perceived ease of use also significantly enhance brand image. Furthermore, brand image significantly mediates the effects of e-service quality and perceived ease of use on customer loyalty. Customer satisfaction significantly strengthens the relationships between e-service quality, perceived ease of use, brand image, and customer loyalty. These findings highlight the importance of service quality, usability, brand image, and customer satisfaction in strengthening loyalty and competitive positioning in social commerce.

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Journal Info

Abbrev

DigitalInnovation

Publisher

Subject

Decision Sciences, Operations Research & Management

Description

Topics in this Journal relate to any aspect of management, but are not limited to the following topics: Human Resource Management, Financial Management, Marketing Management, Public Sector Management, Operations Management, Supply Chain Management, Corporate Governance, Business Ethics, Management ...