Developing a Model for the Acceptance of Computer-Assisted Audit Tools and Techniques (CAATTs) by Audit Firms and Assessing Its Fit Using Structural Equation Modeling

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Keywords:

Audit tools and techniques, computer-based audit, environmental factors, organizational factors

Abstract

This study aimed to develop and validate a model explaining the acceptance of computer-assisted audit tools and techniques by audit firms, with particular emphasis on technological, organizational, and environmental determinants. A mixed-method, cross-sectional survey design was employed. In the qualitative phase, 20 accounting experts and university professors with relevant professional and managerial experience were purposively selected. Data were collected through a literature review and expert interviews and analyzed using thematic analysis in MAXQDA. Coding credibility and inter-rater agreement were evaluated using Holsti’s coefficient, Scott’s pi, Cohen’s kappa, and Krippendorff’s alpha. In the quantitative phase, 384 professional auditors holding at least a bachelor’s degree and the position of senior auditor were selected based on Cochran’s formula for an unlimited population. Interpretive structural modeling was applied to identify the hierarchical and causal relationships among the extracted components. Partial least squares structural equation modeling in SmartPLS was subsequently used to assess the measurement model, structural model fit, predictive power, and significance of the proposed relationships. The thematic analysis identified three organizing themes and 12 principal components. Holsti’s coefficient, Scott’s pi, Cohen’s kappa, and Krippendorff’s alpha were 0.85, 0.77, 0.76, and 0.79, respectively. Cronbach’s alpha values exceeded 0.70 for all constructs, average variance extracted values were above 0.50, and composite reliability coefficients exceeded 0.70, confirming reliability and convergent validity. Discriminant validity was also supported. The coefficient of determination indicated that the model explained 60.8% of the variance in the endogenous constructs. All structural path coefficients were greater than 0.30, all t-values exceeded 1.96, and all significance levels were below 0.05. Accordingly, all hypothesized relationships among the technological, organizational, and environmental components were statistically supported. The proposed model demonstrated satisfactory reliability, validity, fit, and predictive relevance. The acceptance of CAATTs is shaped by the interaction of technological infrastructure and security, managerial support, organizational culture and size, audit-team competencies, and environmental pressures and opportunities.

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References

Ageeva, O., Karp, M., & Sidorov, A. (2022). The Application of Digital Technologies in Financial Reporting and Auditing. In E. G. Popkova & B. S. Sergi (Eds.), Smart Technologies for Society, State and Economy (Vol. 155). Springer. https://doi.org/10.1007/978-3-030-59126-7_167

Auditing Standards, B. (2019). Auditor Reporting and Amendments, Including Amendments Addressing Disclosures in the Audit of Financial Statements (Statement on Auditing Standards, Issue. https://www.aicpa.org/content/dam/aicpa/research/standards/auditattest/downloadabledocuments/sas-134.pdf

Bierstaker, J., Janvrin, D., & Lowe, D. J. (2014). What Factors Influence Auditors' Use of Computer-Assisted Audit Techniques? Advances in Accounting, 30(1), 67-74. https://doi.org/10.1016/j.adiac.2013.12.005

Bin-Nashwan, S. A., Bajary, A. R., Li, J. Z., & Ma'aji, M. M. (2025). Does AI adoption redefine financial reporting accuracy, auditing efficiency, and information asymmetry? An integrated model of TOE-TAM-RDT and big data governance. Computers in Human Behavior Reports. https://doi.org/10.1016/j.chbr.2024.100572

Chatzoglou, P., & Chatzoudes, D. (2016). Factors Affecting E-Business Adoption in SMEs: An Empirical Research. Journal of Enterprise Information Management, 29, 327-358. https://doi.org/10.1108/JEIM-03-2014-0033

Dowling, C., & Leech, S. (2007). Audit Support Systems and Decision Aids: Current Practice and Opportunities for Future Research. International Journal of Accounting Information Systems, 8, 92-116. https://doi.org/10.1016/j.accinf.2007.04.001

Jabbouri, N., Siron, R., & Zahari, I. (2016). Impact of Information Technology Infrastructure on Innovation Performance: An Empirical Study on Private Universities in Iraq Third Global Conference on Business, Economics, Management and Tourism, https://doi.org/10.1016/S2212-5671(16)30250-7 https://doi.org/10.1016/S2212-5671(16)30250-7

Janvrin, D., Bierstaker, J., & Lowe, D. J. (2008). An Examination of Audit Information Technology Uses and Perceived Importance. Accounting Horizons, 22(1), 1-21. https://doi.org/10.2308/acch.2008.22.1.1

Khodami, S., Norouzi, H., & Marvati, M. (2020). Investigating the Factors Affecting Consumers' Use of Mobile Advertising Based on the Unified Theory of Acceptance and Use of Technology (UTAUT). Modern Marketing Research(27), 173-194.

Lassiter, T. B., & Fleischmann, K. R. (2024). Something fast and cheap or a core element of building trust? AI auditing professionals' perspectives on trust in AI. Proceedings of the ACM on Human Computer Interaction. https://doi.org/10.1145/3686963

Lian, J. W., & Yen, D. C. (2014). Online Shopping Drivers and Barriers for Older Adults: Age and Gender Differences. Computers in human Behavior, 37, 133-143. https://doi.org/10.1016/j.chb.2014.04.028

Liu, R. (2012). The Application of Computer-Aided Audit for Tax Collection and Management. Procedia Environmental Sciences, 11, 50-54. https://doi.org/10.1016/j.proenv.2011.12.009

Mahzan, N., & Lymer, A. (2014). Examining the Adoption of Computer-Assisted Audit Tools and Techniques: Cases of Generalized Audit Software Use by Internal Auditors. Managerial Auditing Journal, 29(4), 327-349. https://doi.org/10.1108/MAJ-05-2013-0877

Mohammadian, S., Ghasemzadeh, A., & Rafiei, M. (2020). A Causal Model of Acceptance and Use of Information and Communication Technology among Students of Tabriz University of Medical Sciences for Educational and Research Purposes Based on the UTAUT Model. Information Processing and Management Research Journal(2), 391-418.

Nartey, S. N., & van der Poll, H. M. (2021). Innovative Management Accounting Practices for Sustainability of Manufacturing Small and Medium Enterprises. Environment, Development and Sustainability, 23, 18008-18039. https://doi.org/10.1007/s10668-021-01425-w

Pedrosa, I., Costa, C. J., & Aparicio, M. (2019). Determinants of Adoption of Computer-Assisted Auditing Tools (CAATs). Cognition, Technology & Work, 1-19. https://doi.org/10.1007/s10111-019-00581-4

Pourghanbari, F., Yazdifar, H., & Faghani, M. (2022). Application of the Unified Theory of Acceptance and Use of Technology to Accountants' Behavioral Intentions toward Adopting Accounting Information Systems. Financial Accounting Knowledge, 9(1), 161-188.

Rahi, S., Ghani, M. A., Alnaser, F. M. M., & Ngah, A. H. (2018). Investigating the Role of Unified Theory of Acceptance and Use of Technology (UTAUT) in Internet Banking Adoption. Management Science Letters, 8(3), 173-186. https://doi.org/10.5267/j.msl.2018.1.001

Ramakrishnan, M., Shrestha, A., Cater-Steel, A., & Soar, J. (2018, 2018/12/03). IT Service Management Knowledge Ecosystem: Literature Review and a Conceptual Model 29th Australasian Conference on Information Systems (ACIS 2018), Sydney, Australia. https://doi.org/10.5130/acis2018.bu https://doi.org/10.5130/acis2018.bu

Rezaei, M. (2008). Common Theories of Information and Communication Technology Acceptance. Communication Research, 16(60), 63-93.

Securities, & Exchange, O. (2019). Management Commentary Report of System Group Company.

Sepasi, S., Anvari Rostami, A., & Khajavi, Z. (2016). Investigating the Factors Affecting Information Technology Acceptance from the Perspective of Internal Auditors. Financial Accounting Knowledge Quarterly(3), 189-215.

Siew, E., Rosli, K., & Yeow, P. (2020). Organizational and Environmental Influences in the Adoption of Computer-Assisted Audit Tools and Techniques (CAATTs) by Audit Firms in Malaysia. International Journal of Accounting Information Systems, 1-19. https://doi.org/10.1016/j.accinf.2019.100445

Tsang, J. Y., Peek, N., Buchan, I., Sabine, N. v. d. V., & Brown, B. (2022). Systematic Review and Narrative Synthesis of Computerized Audit and Feedback Systems in Healthcare. Journal of the American Medical Informatics Association, 29(6), 1106-1119. https://doi.org/10.1093/jamia/ocac031

Yaghoubi, N., Oraei Yazdani, B., & Shakeri, R. (2011). Identifying and Analyzing the Factors Affecting the Acceptance of Internet Banking Services. Business Management Perspective(5).

Ziyā'i Bideh, M. (2023). The Role of Information Technology in Accounting and Auditing Systems of Small and Medium-Sized Industrial Companies. 6th National Conference on the Development of New Sciences and Technologies in Management, Accounting, and Computer, Tehran.

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IranMahd, M. . (1406). Developing a Model for the Acceptance of Computer-Assisted Audit Tools and Techniques (CAATTs) by Audit Firms and Assessing Its Fit Using Structural Equation Modeling. Accounting, Finance and Computational Intelligence, 1-22. https://jafci.com/index.php/jafci/article/view/484

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