Toward post-adoption reliance in mobile banking: platform quality, trust and sustained acceptance across Malaysia and Indonesia

Purpose Mobile banking adoption does not guarantee continued channel acceptance. This study examines how functional beliefs, platform quality and trust sustain mobile banking acceptance across Malaysia and Indonesia. Design/methodology/approach Survey data from 940 existing users were analyzed using partial least squares structural equation modeling (PLS-SEM), multi-group analysis (MGA), and fuzzy-set qualitative comparative analysis (fsQCA). PLS-SEM estimated average direct and indirect relationships, MGA tested cross-country path differences, and fsQCA identified necessary and sufficient configurations for high sustained acceptance. Findings Performance expectancy was the strongest direct predictor of sustained mobile banking acceptance intention (SAI) and appeared in all six sufficient configurations. It was also a nontrivial necessary condition in Indonesia. Mobile banking platform quality (MBPQ) was positively associated with SAI and strongly related to trust. Trust showed a non-uniform role: its pooled direct and mediating relationships with SAI were unsupported, yet it remained a core condition in three configurations. The performance expectancy–SAI relationship was stronger in Malaysia, whereas the MBPQ–trust relationship was stronger in Indonesia. Originality/value Performance expectancy provides a stable motivational basis for sustained acceptance, whereas trust matters within particular combinations of conditions rather than as a uniform additive driver. Cross-country evidence further shows selective differences in the performance expectancy–SAI and MBPQ–trust relationships. A security-inclusive reflective–formative MBPQ specification preserves the distinct contributions of system quality, information quality, service quality, and security.

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Publication Details

Journal
Asia Pacific Journal of Marketing and Logistics
Published
2026-11-03
DOI
https://doi.org/10.1108/apjml-05-2026-1307
Primary Topic
Technology Adoption and User Behaviour
Type
article
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article

Toward post-adoption reliance in mobile banking: platform quality, trust and sustained acceptance across Malaysia and Indonesia

Johan Ariff Jafri, Khaira Amalia Fachrudin, Syajarul Imna Mohd Amin, Qin Lingda Tan et al.
Asia Pacific Journal of Marketing and Logistics
Technology Adoption and User Behaviour
article

Toward post-adoption reliance in mobile banking: platform quality, trust and sustained acceptance across Malaysia and Indonesia

Johan Ariff Jafri, Khaira Amalia Fachrudin, Syajarul Imna Mohd Amin, Qin Lingda Tan, Zhangwei Zheng
article en

Abstract

Purpose Mobile banking adoption does not guarantee continued channel acceptance. This study examines how functional beliefs, platform quality and trust sustain mobile banking acceptance across Malaysia and Indonesia. Design/methodology/approach Survey data from 940 existing users were analyzed using partial least squares structural equation modeling (PLS-SEM), multi-group analysis (MGA), and fuzzy-set qualitative comparative analysis (fsQCA). PLS-SEM estimated average direct and indirect relationships, MGA tested cross-country path differences, and fsQCA identified necessary and sufficient configurations for high sustained acceptance. Findings Performance expectancy was the strongest direct predictor of sustained mobile banking acceptance intention (SAI) and appeared in all six sufficient configurations. It was also a nontrivial necessary condition in Indonesia. Mobile banking platform quality (MBPQ) was positively associated with SAI and strongly related to trust. Trust showed a non-uniform role: its pooled direct and mediating relationships with SAI were unsupported, yet it remained a core condition in three configurations. The performance expectancy–SAI relationship was stronger in Malaysia, whereas the MBPQ–trust relationship was stronger in Indonesia. Originality/value Performance expectancy provides a stable motivational basis for sustained acceptance, whereas trust matters within particular combinations of conditions rather than as a uniform additive driver. Cross-country evidence further shows selective differences in the performance expectancy–SAI and MBPQ–trust relationships. A security-inclusive reflective–formative MBPQ specification preserves the distinct contributions of system quality, information quality, service quality, and security.

Asia Pacific Journal of Marketing and Logistics
Universitas Sumatera Utara (ID), University of Technology Malaysia (MY), Sunway University (MY), National University of Malaysia (MY)
Openalex Percentile: Top 10%
Technology Adoption and User Behaviour
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