Resistance to innovation in cloud accounting adoption: functional and psychological barriers among SMEs in Indonesia

Purpose The adoption of cloud accounting by small and medium-sized enterprises (SMEs) is often hampered by various barriers, including functional and psychological barriers. These barriers can lead to resistance to adopting new technologies. Thus, this research was conducted to examine factors that affect the use of cloud accounting among SMEs through the innovation resistance theory (IRT). Design/methodology/approach The target of this research was SMEs in Indonesia that use cloud accounting. Data were collected from 221 SMEs through a quantitative online survey. Data analysis was conducted using partial least squares structural equation modeling (PLS-SEM). Findings The results showed that the barriers related to value (p = 0.43), risk (p = 0.037), tradition (p = 0.002) and image (p = 0.001) contributed negatively to intention to use (IU) cloud accounting, while the usage barrier (p = 0.22) did not show a significant effect on IU. Research limitations/implications The findings encourage further research to explore behaviorally informed mitigation strategies for innovation resistance and contribute to the theoretical advancement of technology adoption models in the micro-finance sector. Practical implications By designing holistic strategies that focus on reducing risk and enhancing the economic benefits, the adoption of cloud accounting can be accelerated to improve operational efficiency. Originality/value Unlike previous studies, which discussed more about the factors driving adoption, this study specifically explores functional and psychological barriers. Thus, this study expands the empirical scope of the application of IRT in financial technology for managing SMEs in developing countries.

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Publication Details

Journal
Management & Sustainability An Arab Review
Published
2026-03-09
DOI
https://doi.org/10.1108/msar-04-2025-0140
Primary Topic
Technology Adoption and User Behaviour
Type
article
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article

Resistance to innovation in cloud accounting adoption: functional and psychological barriers among SMEs in Indonesia

Bambang Afriadi, Maulana Amirul Adha, Heny Hendrayati, Razana Juhaida Johari et al.
Management & Sustainability An Arab Review
Technology Adoption and User Behaviour
article

Resistance to innovation in cloud accounting adoption: functional and psychological barriers among SMEs in Indonesia

Bambang Afriadi, Maulana Amirul Adha, Heny Hendrayati, Razana Juhaida Johari, Bobur Sobirov, Ayatulloh Michael Musyaffi
article en

Abstract

Purpose The adoption of cloud accounting by small and medium-sized enterprises (SMEs) is often hampered by various barriers, including functional and psychological barriers. These barriers can lead to resistance to adopting new technologies. Thus, this research was conducted to examine factors that affect the use of cloud accounting among SMEs through the innovation resistance theory (IRT). Design/methodology/approach The target of this research was SMEs in Indonesia that use cloud accounting. Data were collected from 221 SMEs through a quantitative online survey. Data analysis was conducted using partial least squares structural equation modeling (PLS-SEM). Findings The results showed that the barriers related to value (p = 0.43), risk (p = 0.037), tradition (p = 0.002) and image (p = 0.001) contributed negatively to intention to use (IU) cloud accounting, while the usage barrier (p = 0.22) did not show a significant effect on IU. Research limitations/implications The findings encourage further research to explore behaviorally informed mitigation strategies for innovation resistance and contribute to the theoretical advancement of technology adoption models in the micro-finance sector. Practical implications By designing holistic strategies that focus on reducing risk and enhancing the economic benefits, the adoption of cloud accounting can be accelerated to improve operational efficiency. Originality/value Unlike previous studies, which discussed more about the factors driving adoption, this study specifically explores functional and psychological barriers. Thus, this study expands the empirical scope of the application of IRT in financial technology for managing SMEs in developing countries.

Management & Sustainability An Arab Review
Samarkand State University named after Sharof Rashidov (UZ), Indonesia University of Education (ID), State University of Jakarta (ID), Universitas Islam Syekh Yusuf (ID), Tashkent State University of Economics (UZ), Universiti Teknologi MARA (MY)
Industry, innovation and infrastructure
Openalex Percentile: Top 29%
Technology Adoption and User Behaviour
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