Empirical Testing of a Business Risk–Based Auditing Model in Iran: A Partial Least Squares Approach

Authors

Keywords:

business risk–based auditing, model validation, structural equation modeling, exploratory factor analysis, audit quality

Abstract

Business risk–based auditing, as a contemporary auditing approach, emphasizes an in-depth understanding of the business environment, strategic risks, and factors affecting the going-concern status of the audited entity. Despite the importance of this approach in enhancing audit quality, its effective implementation in Iran faces structural, institutional, cultural, and technological barriers. Accordingly, the present study aimed to empirically validate a business risk–based auditing model in Iran and examine the relationships among its principal dimensions. In terms of purpose, this study was applied, and in terms of methodology, it employed a quantitative descriptive-survey design. The statistical population comprised experts, auditors, members of the Iranian Association of Certified Public Accountants, and financial managers familiar with the business risk–based auditing process. The required data were collected using a researcher-developed questionnaire, and data obtained from 384 completed questionnaires were ultimately analyzed. Exploratory factor analysis and partial least squares structural equation modeling were employed to examine the factor structure and validate the proposed model. Data analysis was conducted using SPSS and SmartPLS software. The findings indicated that the proposed model demonstrated an acceptable level of fit, with a standardized root mean square residual value of SRMR = .055. The results further showed that the relationships among the principal dimensions of the model were statistically significant at the 99% confidence level. Structural barriers, including inadequate transparency, ineffective internal controls, and process-related constraints, had a significant effect on weaknesses in the analytical system of business risk–based auditing. In addition, institutional and cultural factors, technological limitations, and time pressure played influential roles in intensifying the challenges associated with implementing this approach. Formalistic and compliance-oriented action strategies also mediated the relationship between weaknesses in the analytical system and inefficient audit outcomes. These outcomes were primarily manifested in the weakening of the audit oversight function and a decline in stakeholder trust. The findings demonstrate that the successful implementation of business risk–based auditing in Iran does not depend solely on technical modifications to auditing procedures; rather, it requires organizational restructuring, enhanced information transparency, improved technological infrastructure, and a reassessment of the professional and institutional culture of auditing. The findings may assist the Iranian Association of Certified Public Accountants, audit firms, and regulatory bodies in developing implementation guidelines, improving risk assessment processes, and enhancing the quality of auditors’ decision-making.

References

[1] W. F. Wright, "Client Business Models, Process Business Risks and the Risk of Material Misstatement of Revenue," Accounting, Organizations and Society, vol. 48, no. 4, pp. 43-55, 2016, doi: 10.1016/j.aos.2015.11.005.

[2] L. A. Al-Qudah, "The Impact of the Business Risk-Based Audit Approach on Reducing Risk," Journal of Asian Finance, Economics and Business, vol. 8, no. 1, pp. 343-352, 2021.

[3] H. Shen, L. Wu, and J. Z. Xiao, "Auditors' Sensitivity to Business Risk under Business Risk Auditing," Journal of Accounting and Public Policy, vol. 42, no. 6, p. 107113, 2023, doi: 10.1016/j.jaccpubpol.2023.107113.

[4] T. Z. Kalender and O. Vayvay, "The Fifth Pillar of the Balanced Scorecard: Sustainability," Procedia - Social and Behavioral Sciences, vol. 235, no. 1, pp. 76-83, 2016, doi: 10.1016/j.sbspro.2016.11.027.

[5] M. Namazi and M. Ghadirian Arani, "Reputation as the Fifth Perspective of the Balanced Scorecard," Accounting Reviews, vol. 3, no. 12, pp. 83-110, 2016.

[6] F. Siti and A. Chariri, "Independent Audit Committee, Audit Committee Expertise, Types of Industry, and Integrated Reporting Index: A Study of the Johannesburg Stock Exchange in 2015," ed, 2017.

[7] F. Chen, Y. Yao, and M. Zhao, "Do Investors Turn a Blind Eye to Risk-Factor Disclosures by State-Supported Firms?," Journal of Accounting and Public Policy, vol. 41, no. 1, pp. 1-27, 2022, doi: 10.1016/j.jaccpubpol.2022.106939.

[8] M. De Martinis and K. Houghton, "The Business Risk Audit Approach and Audit Production Efficiency," Abacus, vol. 55, no. 4, pp. 734-782, 2019, doi: 10.1111/abac.12178.

[9] H. Chang, Y. C. Kao, R. Mashruwala, and S. M. Sorensen, "Technical Inefficiency, Allocative Inefficiency, and Audit Pricing," Journal of Accounting, Auditing & Finance, vol. 33, no. 4, pp. 580-600, 2018, doi: 10.1177/0148558X17696760.

[10] K. Azinfar, A. Ghodrati Zovarem, and M. Norouzi, "The Effect of Risk Dimensions on Audit Pricing," Financial Accounting and Auditing Research, vol. 11, no. 44, pp. 155-174, 2019.

[11] L. S. Bhaskar, "How Do Risk-Based Inspections Impact Auditor Behavior? Experimental Evidence on the PCAOB's Process," The Accounting Review, vol. 95, no. 4, pp. 103-126, 2019, doi: 10.2308/tar-2016-0007.

[12] J. Van Buuren, C. Koch, N. Van Nieuw Amerongen, and A. Wright, "Evaluating the Change Process for Business Risk Auditing: Legitimacy Experiences of Non-Big 4 Auditors," Auditing: A Journal of Practice & Theory, vol. 37, no. 2, pp. 249-269, 2018, doi: 10.2308/ajpt-51748.

[13] S. Rostami Ostad Kalayeh, M. A. Aghaei, and K. Biglar, "The Efficiency of the Business Risk Audit Approach in Iran Based on the Dimensions of Legitimacy Theory," Management Accounting and Auditing Knowledge, vol. 13, no. 52, pp. 121-136, 2024.

[14] Z. Homsian Kashani, Z. Hajiha, H. Jahangirnia, and R. Gholami Jamkarani, "Developing an Audit Documentation Quality Model Using a Grounded Theory Approach," Financial Accounting and Auditing Research, vol. 13, no. 52, pp. 151-183, 2021.

[15] A. Sabbaghian Tousi, M. Rezaei Kamalabad, M. Ahadi, and S. H. Mousavi, "Risk Management-Based Internal Audit Controls," in First National Conference on Innovation in Management, Accounting, and Economics Research, Tehran, Iran, 2022.

[16] X. Wang, T. Zhao, and C. T. Chang, "An Integrated FAHP-MCGP Approach to Project Selection and Resource Allocation in Risk-Based Internal Audit Planning: A Case Study," Computers & Industrial Engineering, vol. 152, p. 107012, 2021, doi: 10.1016/j.cie.2020.107012.

[17] M. Eulerich, C. Georgi, and A. Schmidt, "Continuous Auditing and Risk-Based Audit Planning: An Empirical Analysis," Journal of Emerging Technologies in Accounting, vol. 17, no. 2, pp. 141-155, 2020, doi: 10.2308/JETA-2020-004.

[18] S. Oyarhossein and S. Oyarhossein, "Presenting an artificial intelligence model for the transition from traditional accounting to digital accounting," Accounting and Management Auditing Knowledge, vol. 17, no. 65, pp. 397-413, 2026.

[19] M. Kassar and M. Jizi, "Artificial intelligence and robotic process automation in auditing and accounting: A systematic literature review," Journal of Applied Accounting Research, vol. 27, no. 1, pp. 217-241, 2026, doi: 10.1108/JAAR-05-2024-0175.

[20] P. Jain, "Artificial intelligence in accounting, taxation and auditing," International Journal of Scientific Research in Engineering and Management, 2026, doi: 10.55041/ijsrem56033.

[21] S. Olfati and F. Ohadi, "Designing a Business Risk Prediction Model Using Machine Learning Techniques," Management Accounting and Auditing Knowledge, vol. 11, no. 42, pp. 121-134, 2022.

[22] M. Torroba, J. R. Sanchez, L. Lopez, and A. Callejon, "Investigating the impacting factors for the audit professionals to adopt data analysis and artificial intelligence: Empirical evidence for Spain," International Journal of Accounting Information Systems, vol. 56, p. 100738, 2025.

[23] A. M. A. F. Zaky and R. Widuri, "How Does Risks And Ethical Issues Impact The Adoption Of Artificial Intelligence In Auditing?," Journal of Theoretical and Applied Information Technology, vol. 103, no. 5, pp. 1877-1890, 2025. [Online]. Available: https://jatit.org/volumes/Vol103No5/18Vol103No5.pdf.

[24] T. T. Le and T. M. A. Nguyen, "The Adoption of the Risk-Based Audit Approach in Independent Audit Firms: A Case Study of Vietnam," Journal of Asian Finance, Economics and Business, vol. 7, no. 2, pp. 89-97, 2020, doi: 10.13106/jafeb.2020.vol7.no2.89.

[25] A. Poursaeid and R. A. Mohammadipour, "Assessing the Feasibility of Establishing a Risk-Based Internal Auditing System at Islamic Azad University," Financial Accounting and Auditing Research, vol. 11, no. 41, pp. 229-255, 2019.

[26] S. M. Mirbabaei and M. Ghorban Hosseini, "Identifying Barriers to Establishing Risk-Based Auditing in the VAT System," in National Conference on Global Scientific Research in Management, Accounting, Law, and Social Sciences, Tehran, Iran, 2016.

[27] M. Shahverdi, M. F. Fallah, H. R. Kordlouei, and H. Badiei, "Identifying Barriers to Implementing a Risk-Based Auditing System in Iran," Management Accounting and Auditing Knowledge, vol. 12, no. 47, pp. 43-58, 2023.

[28] S. Rostami Ostad Kalayeh, M. A. Aghaei, and K. Biglar, "Designing an Audit Execution Efficiency Model Based on the Business Risk Audit Approach," Financial Accounting and Auditing Research, vol. 14, no. 55, pp. 41-78, 2022.

[29] H. Abedi Jafari and M. Amiri, "Meta-Synthesis: A Method for Synthesizing Qualitative Studies," Humanities Methodology Quarterly, vol. 25, no. 99, pp. 73-87, 2019.

[30] B. D. Lund, "Review of the Delphi Method in Library and Information Science Research," Journal of Documentation, vol. 76, no. 4, pp. 929-960, 2020, doi: 10.1108/JD-09-2019-0178.

Downloads

Publication Timeline

Published
Submitted
Revised
Accepted

Issue

Section

Articles

How to Cite

Saraydaran, M. A. ., Ghasemi, M., & Mohseni, A. . (2027). Empirical Testing of a Business Risk–Based Auditing Model in Iran: A Partial Least Squares Approach. Business, Marketing, and Finance Open, 1-22. https://www.bmfopen.com/index.php/bmfopen/article/view/549

Similar Articles

21-30 of 50

You may also start an advanced similarity search for this article.

Most read articles by the same author(s)