Adoption of Cloud-Based Accounting to Achieve Sustainable Development in Banking Industry: A Case of Indonesia




cloud accounting, TAM model, TOE model, sustainable development, banking industry


Objective: This study aims to explain the factors that influence of cloud accounting adoption in the Banking industry by applying the technology acceptance model (TAM) and technology-organization-environment (TOE).


Methods: The research method that was evaluated empirically used survey data from employee in banking industry. Data processing was carried out using Partial Least Squares-Structural Equation Modeling (PLS-SEM).


Result: The results showed that management support, organizational competence, service quality, system quality, perceived usefulness and perceived ease of use had a significant relationship with intention to use cloud accounting. The intention to adopt of cloud accounting had a significant relationship to the use of cloud accounting.


Conclusions: This research contributes to a theoretical understanding of the factors that enable the intention to adoption of cloud accounting while providing benefits to financial firms in general that enable them to further develop cloud accounting frameworks.


Al-Fraihat, D., Joy, M., & Sinclair, J., (2020), Evaluating E-learning systems success: An empirical study. Computers in Human Behavior, 102, 67–86

Alkhater, N., Walters, R., & Wills, G., (2018), An empirical study of factors influencing cloud adoption among private sector organisations. Telematics and Informatics, 35(1), 38–54

Almaiah, M. A., Jalil, M. A., & Man, M., (2016), Extending the TAM to examine the effects of quality features on mobile learning acceptance. Journal of Computers in Education, 3(4), 453–485

Alqtish, A., Qatawneh, A., & Aljamal, K., (2021), The Impact of the Quality of the Accounting Information on Minimizing Risks of Cloud Accounting in Jordanian Working Companies, Journal of Management Information and Decision Sciences, Vol: 24 Issue: 1S

Ambarwati, R., Astuti, M., & Dijaya, R., (2020), Strengthening the intention to use vehicle tax service online in Indonesia. Distribution Science Research, 18(5), 25–33

Asatiani, A., Apte, U., Penttinen, E., Rönkkö, M., & Saarinen, T., (2019), Impact of accounting process characteristics on accounting outsourcing-Comparison of users and non-users of cloud-based accounting information systems. International Journal of Accounting Information Systems, 34, 1–18

Attaran, M., & Woods, J., (2019), Cloud computing technology: improving small business performance using the Internet. Journal of Small Business Entrepreneurship, 31(6), 495–519

Bazi, R. H., Hassanzadeh, A., & Moeini, A. (2017). A comprehensive framework for cloud computing migration using Meta-synthesis approach. Journal of Systems and Software, 128, 87–105.

Buyya R, Yeo C, Venugopal S., (2008), Market-oriented cloud computing: Vision, hype, and reality for delivering it services as computing utilities. 10th IEEE International Conference on High Performance Computing and Communications Dalian, China.

Chiregi, M., & Navimipour, N. J., (2018), Cloud computing and trust evaluation: A systematic literature review of the state-of-the-art mechanisms. Journal of Electrical Systems and Information Technology, 5(3), 608–622

Choi, C., Kim, C., & Kim, C., (2019), Towards Sustainable Environmental Policy and Management in the Fourth Industrial Revolution: Evidence from Big Data Analytics. Journal of Asian Finance, Economics and Business, 6(3), 185–192

Dimitriu, O., & Matei, M., (2014), A New Paradigm for Accounting through Cloud Computing, Procedia Economics and Finance 15 ( 2014 ) 840 – 846

Effendi, M. I., Sugandini, D., Istanto, Y., Van Dat, T., & Le, N. M. T., (2020), Social Media Adoption in SMEs Impacted by COVID-19: The TOE Model. Journal of Asian Finance, Economics and Business, 7(11), 915–925

Eldalabeeh, A.R., Al-Shbail, M.O., & Almuiet., M.Z., (2021), Cloud-Based Accounting Adoption in Jordanian Financial Sector, Journal of Asian Finance, Economics and Business Vol 8 No 2 (2021) 0833–0849

Fatmawaty, A. S., Widigdo, A. M. N., Ie, M., Jumintono, Karlinah, L., Julitasari, E. N., Hairani, E., & Muttaqiyathun, A. (2023). Improving SMEs Innovative Work Behavior: How the Role of Transformational Leadership and Knowledge Sharing in the Digital Era. Journal of Law and Sustainable Development, 11(3),

Ferri, L., Spanò, R., & Tomo, A. (2019), Cloud computing in high tech startups: evidence from a case study. Technology Analysis Strategic Management, 32(2), 146–157.

Fu, J., Zhang, Z., & Lyu, D. (2019), Research and application of information service platform for agricultural economic cooperation organization based on Hadoop cloud computing platform environment: taking agricultural and fresh products as an example. Cluster Computing, 22(6), 14689–14700.

Gangwar, H., Date, H., & Ramaswamy, R., (2015), Understanding determinants of cloud computing adoption using an integrated TAM-TOE model. Journal of Enterprise Information Management, 28(1), 107–130

Gupta, P., Seetharaman, A., & Raj, J. R., (2013), The usage and adoption of cloud computing by small and medium businesses, International Journal of Information Management, 33(5)

Hair, J., F, Hult, G., Ringle, C., & Sarstedt, M., (2017), A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed). Thousand Oaks. CA: Sage Publications

Khayer, A., Talukder, M. S., Bao, Y., & Hossain, M. N., (2020), Cloud computing adoption and its impact on SMEs’performance for cloud supported operations: A dual-stage analytical approach. Technology in Society, 60

Lakhwani, M., Dastane, O., Satar, N. S. M., & Johari, Z., (2020), The Impact of Technology Adoption on Organizational Productivity. The Journal of Industrial Distribution & Business, 11(4), 7–18

Lal, P., & Bharadwaj, S. S., (2016), Understanding the impact of cloud-based services adoption on organizational flexibility. Journal of Enterprise Information Management, 29(4), 566–588

Laudien, S.M. & Pesch, (2019), Understanding the influence of digitalization on service firm business model design: a qualitative-empirical analysis. Review of Managerial Science, 13(3), 575–587.

Lee, J. H., Wu, R., & Fan, L. (2017), Influence on the Use Intention of User’s Traits in China Market. The Journal of Business Economics and Environmental Studies, 7(2), 21–29

Li Z., (2018), Exploration of financial management innovation of modern enterprises under the background of new economy [J]. Economic and trade practice. (19)

Marei, A., Mustafa, J. A., Othman, M., Daoud, L., Lutfi, A., & Al-Amarneh, A. (2023). The Moderation of Organizational Readiness on the Relationship Between Toe Factors and Fintech Adoption and Financial Performance. Journal of Law and Sustainable Development, 11(3), e730.

Mohammadi, H., (2015), Investigating users’perspectives on e-learning: An integration of TAM and IS success model. Computers in Human Behavior, 45, 359–374

Njenga, K., Garg, L., Bhardwaj, A. K., Prakash, V., & Bawa, S., (2019), The cloud computing adoption in higher learning institutions in Kenya: Hindering factors and recommendations for the way forward. Telematics and Informatics, 38, 225–246

Novais, L., Maqueira, J. M., & Ortiz-Bas, Á., (2019), A systematic literature review of cloud computing use in supply chain integration. Computers & Industrial Engineering, 129, 296–314.

Oliveira, T., Martins, R., Sarker, S., Thomas, M., & Popovič, A., (2019), Understanding SaaS adoption: The moderating impact of the environment context. International Journal of Information Management, 49, 1–12.

Park, H. Y., (2020), A Study on the Customer Attitudes toward the Airport IT Service: Focusing on Handling Process and Acceptance Intention. The Journal of Distribution Science, 18(1), 27–34

Purwanto, E., Sjarief, R., Dawan, A., Kurniawan, S., Pertiwi, N., & Zahra, N. (2023). The Acceptance of Electronic Payment Among Urban People: An Empirical Study of the C-Utaut-Irt Model. Journal of Law and Sustainable Development, 11(2), e559.

Rad, M. S., Nilashi, M., & Dahlan, H. M., (2018), Information technology adoption: a review of the literature and classification. Universal Access in the Information Society, 17(2), 361–390.

Raut, R. D., Gardas, B. B., Jha, M. K., & Priyadarshinee, P., (2017), Examining the critical success factors of cloud computing adoption in the MSMEs by using ISM model. The Journal of High Technology Management Research, 28(2), 125–141

Sabi, H. M., Uzoka, F.-M. E., Langmia, K., & Njeh, F. N., (2016), Conceptualizing a model for adoption of cloud computing in education. International Journal of Information Management, 36(2), 183–191

Sabrina, R., Harahap, M. S. D., & Datuk, B. (2023). The Influence of Person Organization Fit and Job Crafting on Organizational Citizenship Behavior with Work Engagement as an Intervening Variable at Bank Indonesia Representative Office of Sumatera Utara. Journal of Law and Sustainable Development, 11(3),

Tashkandi, A. N., & Al-Jabri, I. M., (2015), Cloud computing adoption by higher education institutions in Saudi Arabia: an exploratory study. Cluster Computing, 18(4), 1527–1537.

Tu, M., (2018), An exploratory study of Internet of Things (IoT) adoption intention in logistics and supply chain management. The International Journal of Logistics Management, 29(1), 131–151

Utomo, H. J. N., Irwantoro, I., Wasesa, S., Purwati, T., Sembiring, R., & Purwanto, A. (2023). Investigating The Role of Innovative Work Behavior, Organizational Trust, Perceived Organizational Support: An Empirical Study on SMEs Performance. Journal of Law and Sustainable Development, 11(2), e417.

Wang, Q., & Huang J., (2017), Problems and improvement measures of Cloud Application in accounting business under the perspective of "Internet plus" [J]. "contemporary economy", (31) 35

Yigitbasioglu, O. M., (2015), External auditors’ perceptions of cloud computing adoption in Australia. International Journal of Accounting Information Systems, 18, 46–62, 2015

Yoo, S.-K., & Kim, B.-Y., (2019), The effective factors of cloud computing adoption success in organization. Journal of Asian Finance, Economics and Business, 6(1), 217–229




How to Cite

Ria, R. (2023). Adoption of Cloud-Based Accounting to Achieve Sustainable Development in Banking Industry: A Case of Indonesia. Journal of Law and Sustainable Development, 11(6), e881.