The Landscape of Current Cloud Accounting Research: A Systematic Literature Review

Authors

  • Indah Rodhiyah Universitas Sumatera Utara
  • Sambas Ade Kesuma Universitas Sumatera Utara
  • Fahmi Natigor Nasution Universitas Sumatera Utara
  • Keulana Erwin Universitas Sumatera Utara

DOI:

https://doi.org/10.35870/emt.v10i2.5931

Keywords:

Cloud Accounting, Adoption Factors, Financial Reporting Quality, Data Analytics, TOE Framework, Systematic Literature Review

Abstract

This study systematically maps the recent cloud accounting literature, focusing on adoption factors, impacts on organizational performance, analytical technology implementation, and the theoretical frameworks and methodologies used in research conducted from 2024 to 2025. This study uses a Systematic Literature Review (SLR) guided by the PRISMA protocol. Data sources were obtained from the Scopus database using the single search string "cloud accounting" applied to Title/Abstract/Keywords fields. A total of 202 articles were identified and screened in stages based on publication year (2024-2025), document type, publication status, language, open access, and journal quality (Q1-Q4 based on Scimago Journal Rank). The selection process resulted in 16 final articles indexed in quartiles (Q1: 2 articles; Q2: 3 articles; Q3: 9 articles; Q4: 2 articles). Key findings are: (1) technological (security, compatibility, IT infrastructure), organizational (readiness, management support, employee capability), and environmental (stakeholder pressure, regulation) factors determine adoption; (2) cloud accounting enhances financial reporting quality, strengthens internal control, and curbs creative accounting; (3) analytical algorithms (k-Means, ID3, CAP, IGOA-KELM) are increasingly applied to support more intelligent financial decision-making. (4) Technology Acceptance Model (TAM) and Technology-Organization-Environment (TOE) frameworks dominate theoretical approaches, with Structural Equation Modeling (SEM) as the primary analytical method. This study provides a comprehensive synthesis integrating three previously fragmented research streams (adoption, impact, analytics) and offers practitioners evidence-based guidance for cloud accounting implementation, while identifying critical research gaps for future investigation.

 

Downloads

Download data is not yet available.

Author Biographies

  • Indah Rodhiyah, Universitas Sumatera Utara

    Department of Accounting, Postgraduate, Faculty of Economics and Business, Universitas Sumatera Utara, Medan City, North Sumatra Province, Indonesia.

  • Sambas Ade Kesuma, Universitas Sumatera Utara

    Department of Accounting, Postgraduate, Faculty of Economics and Business, Universitas Sumatera Utara, Medan City, North Sumatra Province, Indonesia.

  • Fahmi Natigor Nasution, Universitas Sumatera Utara

    Department of Accounting, Postgraduate, Faculty of Economics and Business, Universitas Sumatera Utara, Medan City, North Sumatra Province, Indonesia.

  • Keulana Erwin, Universitas Sumatera Utara

    Department of Accounting, Postgraduate, Faculty of Economics and Business, Universitas Sumatera Utara, Medan City, North Sumatra Province, Indonesia.

References

Almanaeseh, R., Marei, A., Zu'mot, R. A., Abu Alim, S., Esam Alharasis, E. E., Alkhodary, D. A., & Lutfi, A. (2024). The effect of cloud computing on the quality of financial statements: The mediating role of internal control system. International Journal of Data and Network Science, 8(4), 2627–2638. https://doi.org/10.5267/j.ijdns.2024.4.015.

Gu, R., & Zhou, L. (2024). Financial decision management of enterprise cloud accounting based on big data technology. Applied Mathematics and Nonlinear Sciences, 9(1), 1-16. https://doi.org/10.2478/amns.2023.2.01070.

Li, H. (2024). Risks and preventive measures for manufacturing enterprises in the context of cloud accounting. Applied Mathematics and Nonlinear Sciences, 9(1), 1-19. https://doi.org/10.2478/amns.2023.1.00399.

Mujalli, A., Wani, M. J. G., Almgrashi, A., Khormi, T., & Qahtani, M. (2024). Investigating the factors affecting the adoption of cloud accounting in Saudi Arabia's small and medium-sized enterprises (SMEs). Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100314. https://doi.org/10.1016/j.joitmc.2024.100314.

Nawaiseh, A. K., Al-Khoury, A. F., Saifan, N. M., & Alshurideh, M. T. (2024). The impact of cloud accounting on reducing creative accounting practices in commercial banks: The moderating role of internal audit. International Journal of Data and Network Science, 8(4), 2267–2276. https://doi.org/10.5267/j.ijdns.2024.6.005.

Nguyen, P. G., Hoang, T. T., & Tran Nguyen, B. H. (2025). The impact of cloud computing technology on cloud accounting adoption and financial management of businesses. Humanities and Social Sciences Communications, 12(1), 851. https://doi.org/10.1057/s41599-025-05190-3.

Olomiyete, I. A. (2024). Effects of experience and computer proficiency on the acceptance behaviour of accountants towards usage of cloud-based accounting technology: A case of Nigerian accountants. Journal of Ecohumanism, 3(4), 3303–3314. https://doi.org/10.62754/joe.v3i4.3849.

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, 71. https://doi.org/10.1136/bmj.n71.

Putri, E., Bandi, B., Widarjo, W., & Arifin, T. (2025). The value of cloud accounting for MSMEs: A Technology-Organization-Environment (TOE) framework perspective. Cogent Business and Management, 12(1), 2494712. https://doi.org/10.1080/23311975.2025.2494712.

Shamsudin, A., Khan, M. N. A. A., & Jusoh, A. (2025). Unveiling challenges and opportunities in the integration of emerging technologies in the accounting profession: A preliminary investigation. Jurnal Pengurusan, 73, 1-4. https://doi.org/10.17576/pengurusan-2025-73-1.

Ugbah, A., Ighosewe, F. E., & Erhijakpor, A. E. O. (2025). Cloud-based accounting challenges and integration amongst accounting and finance professionals in Nigeria. Edelweiss Applied Science and Technology, 9(4), 827–840. https://doi.org/10.55214/25768484.v9i4.6111.

Wahhab, A. M. A., Alkhafaji, B. K. A., & Raji, S. M. (2024). The significance of cloud accounting implementation and its influence on enhancing the quality of financial reporting: Evidence from emerging markets. Financial and Credit Activity: Problems of Theory and Practice, 1(54), 146–159. https://doi.org/10.55643/fcaptp.1.54.2024.4293.

Yaputri, J. A., & Widuri, R. (2024). Analysis of factors influencing cloud accounting adoption in Indonesian start-up companies using the Technology Acceptance Model (TAM) and Technology-Organization-Environment (TOE) frameworks. Edelweiss Applied Science and Technology, 8(4), 2202–2224. https://doi.org/10.55214/25768484.v8i4.1592.

You, L. (2024). Analysis of digital cloud accounting incorporating data mining technology in corporate investment decision making. Applied Mathematics and Nonlinear Sciences, 9(1), 20230586. https://doi.org/10.2478/amns.2023.2.00586.

Zhang, P. (2024). A study on the management of big data technology in financial decision-making of enterprise cloud accounting. Applied Mathematics and Nonlinear Sciences, 9(1), 20230208. https://doi.org/10.2478/amns.2023.2.00208.

Zhong, Q., & Fan, K. (2024). Intelligent algorithm-based analysis of corporate financial decisions in the era of cloud accounting. Applied Mathematics and Nonlinear Sciences, 9(1), 20230217. https://doi.org/10.2478/amns.2023.2.00217.

Zou, X. (2024). Financial risk assessment management of state-owned enterprises based on cloud accounting in the era of big data. Applied Mathematics and Nonlinear Sciences, 9(1), 20230043. https://doi.org/10.2478/amns.2023.2.00043.

Downloads

Published

2026-04-01

Issue

Section

Articles

How to Cite

Rodhiyah, I., Kesuma, S. A., Nasution, F. N., & Erwin, K. (2026). The Landscape of Current Cloud Accounting Research: A Systematic Literature Review. Jurnal EMT KITA, 10(2), 799-807. https://doi.org/10.35870/emt.v10i2.5931

Most read articles by the same author(s)