Main Article Content
Abstract
Internal control has become increasingly important as organizations integrate governance, enterprise risk management, and digital transformation into organizational decision making. The COSO Integrated Framework establishes internal control as the foundation of governance and risk management, while digital transformation has fundamentally reshaped organizational processes and control systems (COSO, 2013 ; Vial, 2019). This study maps the global development of internal control research using a bibliometric approach based on Scopus-indexed publications from 2022 to 2025. Data were analyzed using Biblioshiny after a systematic screening process that resulted in 934 eligible articles in the Business, Management and Accounting subject area. The analysis examined publication growth, influential authors, source journals, country collaboration, citation performance, and keyword evolution. The findings reveal a substantial increase in global research productivity during the study period, accompanied by stronger international collaboration and the emergence of new thematic areas. China emerged as the leading contributor to global internal control research, while corporate governance, digital transformation, risk management, audit quality, environmental, social and governance (ESG), and artificial intelligence emerged as the dominant research themes. The bibliometric evidence further demonstrates a clear shift from conventional internal control systems toward digitally enabled governance and intelligent control mechanisms. This study contributes by providing a comprehensive knowledge map of recent internal control research, identifying emerging research directions, and offering practical references for researchers interested in governance, auditing, and organizational control systems.
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References
- Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975.
- Aryawati, N. P. A., Triyuwono, I., Roekhudin, R., & Mardiati, E. (2024). Bibliometric analysis on Scopus database related internal control in university: a mapping landscape. Cogent Business & Management, 11(1), 2422566. https://doi.org/10.1080/23311975.2024.2422566
- COSO., C. of S. O. of the T. C. (COSO). (2013). I. C. F. E. (2013). Internal Control–Integrated Framework: Executive Summary. COSO.
- Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296.
- Kuswara, Z., Pasaribu, M., & Fitriana, F. (2024a). Artificial Intelligence in Financial Reports: How it Affects the Process’s Effectiveness and Efficiency. Jurnal Ilmu Keuangan Dan Perbankan (JIKA), 13(2), 257–272.
- Kuswara, Z., Pasaribu, M., & Fitriana, F. (2024b). Exploring The Latest Internal Audit Trends: Bibliometric Study Based on Scopus Data 2020–2023. COSTING: Journal of Economic, Business and Accounting, 7(5), 6883–6892.
- Lotka, A. J. (1926). The Frequency Distribution of Scientific Productivity. Journal of the Washington Academy of Sciences, 16(12), 317–323. https://www.jstor.org/stable/24529203
- Moffitt, J. S., Patin, J.-C. A., & Watson, L. (2024). Corporate Environmental, Social, and Governance (ESG) Performance and the Internal Control Environment. Accounting Horizons, 38(3), 103–126. https://doi.org/10.2308/HORIZONS-2023-067
- Nurachman, I. A., Heryana, R. P., Luthfi, D., Fitriana, F., & Santoso, R. A. (2025). The Trend of Audit Quality Development: A Scopus-Based Bibliometric Analysis. Golden Ratio of Social Science and Education, 5(1), 230–237.
- Samara, H. H., Qudah, H. A., Mohsin, H. J., Abualhijad, S., Bani Hani, L. Y., Al Rahamneh, S., & AlQudah, M. Z. (2025). Artificial intelligence and machine learning in corporate governance: A bibliometric analysis. Human Systems Management, 44(2). https://doi.org/10.3233/HSM-240114
- Tricker, B. (2019). Corporate Governance: Principles, Policies, and Practices (4th ed.). Oxford University Press.
- Vial, G. (2019). Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118–144.
- Weber, M. M., Pedell, B., & Rötzel, P. G. (2024). Resilience-oriented management control systems: A systematic review of the relationships between organizational resilience and management control systems. Journal of Management Control. https://doi.org/10.1007/s00187-024-00385-2
- Yan, J., Hu, H., & Hu, Y. (2024). Does internal control improve enterprise environmental, social, and governance information disclosure? Evidence from China. Corporate Social Responsibility and Environmental Management, 31(5), 4980–4994. https://doi.org/10.1002/csr.2837
- Zhou, F., & Huang, J. (2024). Cybersecurity data breaches and internal control. International Review of Financial Analysis, 93, 103174. https://doi.org/10.1016/j.irfa.2024.103174
- Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472.
References
Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975.
Aryawati, N. P. A., Triyuwono, I., Roekhudin, R., & Mardiati, E. (2024). Bibliometric analysis on Scopus database related internal control in university: a mapping landscape. Cogent Business & Management, 11(1), 2422566. https://doi.org/10.1080/23311975.2024.2422566
COSO., C. of S. O. of the T. C. (COSO). (2013). I. C. F. E. (2013). Internal Control–Integrated Framework: Executive Summary. COSO.
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296.
Kuswara, Z., Pasaribu, M., & Fitriana, F. (2024a). Artificial Intelligence in Financial Reports: How it Affects the Process’s Effectiveness and Efficiency. Jurnal Ilmu Keuangan Dan Perbankan (JIKA), 13(2), 257–272.
Kuswara, Z., Pasaribu, M., & Fitriana, F. (2024b). Exploring The Latest Internal Audit Trends: Bibliometric Study Based on Scopus Data 2020–2023. COSTING: Journal of Economic, Business and Accounting, 7(5), 6883–6892.
Lotka, A. J. (1926). The Frequency Distribution of Scientific Productivity. Journal of the Washington Academy of Sciences, 16(12), 317–323. https://www.jstor.org/stable/24529203
Moffitt, J. S., Patin, J.-C. A., & Watson, L. (2024). Corporate Environmental, Social, and Governance (ESG) Performance and the Internal Control Environment. Accounting Horizons, 38(3), 103–126. https://doi.org/10.2308/HORIZONS-2023-067
Nurachman, I. A., Heryana, R. P., Luthfi, D., Fitriana, F., & Santoso, R. A. (2025). The Trend of Audit Quality Development: A Scopus-Based Bibliometric Analysis. Golden Ratio of Social Science and Education, 5(1), 230–237.
Samara, H. H., Qudah, H. A., Mohsin, H. J., Abualhijad, S., Bani Hani, L. Y., Al Rahamneh, S., & AlQudah, M. Z. (2025). Artificial intelligence and machine learning in corporate governance: A bibliometric analysis. Human Systems Management, 44(2). https://doi.org/10.3233/HSM-240114
Tricker, B. (2019). Corporate Governance: Principles, Policies, and Practices (4th ed.). Oxford University Press.
Vial, G. (2019). Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118–144.
Weber, M. M., Pedell, B., & Rötzel, P. G. (2024). Resilience-oriented management control systems: A systematic review of the relationships between organizational resilience and management control systems. Journal of Management Control. https://doi.org/10.1007/s00187-024-00385-2
Yan, J., Hu, H., & Hu, Y. (2024). Does internal control improve enterprise environmental, social, and governance information disclosure? Evidence from China. Corporate Social Responsibility and Environmental Management, 31(5), 4980–4994. https://doi.org/10.1002/csr.2837
Zhou, F., & Huang, J. (2024). Cybersecurity data breaches and internal control. International Review of Financial Analysis, 93, 103174. https://doi.org/10.1016/j.irfa.2024.103174
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472.