Reconfiguring Human Capital Management in Audit Firms through Advanced Digital Technologies: Implications for Audit Quality and Professional Judgment
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Purpose: This study aims to examine how the restructuring of human capital management in audit firms under advanced digital technologies affects audit quality and auditors’ professional judgment. It addresses the accelerating changes in the auditing environment and the growing reliance on digital and analytical solutions within the profession.
Methodology: The research adopts an analytical–interpretive approach supported by an integrated theoretical framework that combines human capital theory, dynamic capabilities theory, and the digital transformation perspective in the auditing profession.
Design and Approach: A conceptual model is developed to illustrate the relationships between digitally enabled human capital management practices—such as skill development, continuous learning, human analytics, and professional decision support—and both audit quality and professional judgment. The model is empirically tested using a quantitative approach based on field data collected from audit firms, employing appropriate statistical models to test the research hypotheses.
Findings: The findings reveal a positive and statistically significant impact of digitally driven human capital management restructuring on both audit quality and the level of professional judgment. The strength of this impact varies according to the degree of digital maturity across audit firms.
Originality and Value: This study makes an original contribution by directly linking the digital transformation of human capital management to audit outcomes, a relationship that remains underexplored in international auditing literature, particularly within the context of emerging economies.
Theoretical, Practical, and Social Implications: Theoretically, the study enhances understanding of the role of digital human capital in advancing the auditing profession. Practically, it provides guidance for audit firms and regulatory bodies in developing policies for capability building and professional development. Socially, it contributes to strengthening confidence in audit outcomes and protecting stakeholders’ interests.
Alles, M. G. (2023). Drivers of audit transformation: The role of data analytics and continuous auditing. Accounting Horizons, 37(1), 1–18. https://doi.org/10.2308/ACCH-2022-032
Appelbaum, D., Kogan, A., & Vasarhelyi, M. A. (2020). Audit analytics and continuous audit: Look-ing toward the future. Accounting Horizons, 34(1), 85–102. https://doi.org/10.2308/acch-52635
Appelbaum, D., Kogan, A., Vasarhelyi, M. A., & Yan, Z. (2017). Impact of business analytics and en-terprise systems on managerial accounting. Interna-tional Journal of Accounting Information Systems, 25, 29–44. https://doi.org/10.1016/j.accinf.2017.03.003
Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago Press.
Bedard, J. C., Eshleman, J. D., & Knechel, W. R. (2021). Audit quality indicators: A status update on possible public disclosures and insights from audit practice. Current Issues in Auditing, 15(1), A1–A13. https://doi.org/10.2308/CIAC-2020-071
Bedard, J. C., Hoitash, R., & Hoitash, U. (2021). Audit firm tenure and audit quality: Evidence from PCAOB inspections. The Accounting Review, 96(2), 63–90. https://doi.org/10.2308/TAR-2018-0622
Behl, A., & Pereira, V. (2023). Digital transformation and human capital development: A systematic re-view. Journal of Business Research, 156, 113478. https://doi.org/10.1016/j.jbusres.2022.113478
Boudreau, J. W., & Cascio, W. F. (2017). Human capital analytics: Why are we not there? Journal of Organizational Effectiveness: People and Perfor-mance, 4(2), 119–126. https://doi.org/10.1108/JOEPP-03-2017-0029
Boulianne, E., & Quinn, M. (2024). Artificial intel-ligence and professional judgment in accounting and auditing. Accounting, Auditing & Accountability Journal, 37(1), 1–27. https://doi.org/10.1108/AAAJ-03-2023-6412
Brown, V. L., Majors, T. M., & Peecher, M. E. (2022). The role of learning in auditor judgment. Accounting, Organizations and Society, 97, 101296. https://doi.org/10.1016/j.aos.2021.101296
Bryman, A. (2016). Social research methods (5th ed.). Oxford University Press.
Cao, M., Chychyla, R., & Stewart, T. (2021). Big data analytics in financial statement audits. Accounting Horizons, 35(3), 1–23.
Carmona, S., & Lombardi, R. (2023). Digital trans-formation of accounting and auditing. Accounting, Auditing & Accountability Journal, 36(2), 376–404. https://doi.org/10.1108/AAAJ-04-2022-5756
Creswell, J. W., & Creswell, J. D. (2018). Research design (5th ed.). SAGE.
Crook, T. R., Todd, S. Y., Combs, J. G., Woehr, D. J., & Ketchen, D. J. (2011). Does human capital matter? Journal of Applied Psychology, 96(3), 443–456. https://doi.org/10.1037/a0022147
DeFond, M., & Zhang, J. (2014). A review of archival auditing research. Journal of Accounting and Eco-nomics, 58(2–3), 275–326. https://doi.org/10.1016/j.jacceco.2014.09.002
DiMaggio, P. J., & Powell, W. W. (1983). The iron cage revisited. American Sociological Review, 48(2), 147–160.
Dowling, C., & Leech, S. (2014). A Big 4 firm’s use of IT to control the audit process. Accounting, Or-ganizations and Society, 39(7), 493–513.
Eberle, D., & Lauterbach, J. G. (2022). Auditor judgment in the digital era. Auditing: A Journal of Practice & Theory, 41(4), 1–27.
Eilifsen, A., Kinserdal, F., Messier, W. F., & McKee, T. (2023). Auditing in the age of analytics. Auditing: A Journal of Practice & Theory, 42(3), 1–25.
Eisenhardt, K. M., & Martin, J. A. (2000). Dynamic capabilities. Strategic Management Journal, 21(10–11), 1105–1121.
Faraj, S., Pachidi, S., & Sayegh, K. (2018). Working in the age of the learning algorithm. Information and Organization, 28(1), 62–70.
Field, A. (2020). Discovering statistics using IBM SPSS (5th ed.). SAGE.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models. Journal of Marketing Research, 18(1), 39–50.
Francis, J. R. (2011). A framework for understanding audit quality. Auditing: A Journal of Practice & Theory, 30(2), 125–152.
Gendron, Y., Bedard, J., & Suddaby, R. (2022). Pro-fessional judgment and audit quality. Accounting, Organizations and Society, 96, 101285.
Ghasemi, M., Mohammadi, S., & Zare, H. (2022). Digital auditing and audit quality. Journal of Inter-national Accounting, Auditing and Taxation, 46, 100443.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). PLS-SEM (3rd ed.). SAGE.
Hantrais, L. (2009). International comparative re-search. Palgrave.
Hayes, A. F. (2018). Introduction to mediation analysis (2nd ed.). Guilford.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). Discriminant validity assessment. Journal of the Academy of Marketing Science, 43(1), 115–135.
IAASB. (2022). International standards on quality management. IFAC.
IFAC. (2023). The future of the global accountancy profession. IFAC.
Kane, G. C., Palmer, D., Phillips, A. N., Kiron, D., & Buckley, N. (2015). Strategy, not technology, drives digital transformation. MIT Sloan Management Re-view.
Kaufman, B. E. (2015). Market competition and HRM. Human Resource Management Review, 25(1), 107–125.
Kline, R. B. (2016). Structural equation modeling (4th ed.). Guilford.
Knechel, W. R., Krishnan, G. V., Pevzner, M., Shefchik, L. B., & Velury, U. K. (2013). Audit quality insights. Auditing: A Journal of Practice & Theory, 32(Suppl. 1), 385–421.
Knechel, W. R., Sharma, D. S., & Sharma, V. D. (2021). Audit quality in the digital era. Accounting Horizons, 35(1), 1–25.
Korhonen, T., Selos, E., & Laine, T. (2024). Digital transformation in auditing. Accounting in Europe, 21(1), 1–25.
Kroon, N., Alves, M., & Martins, I. (2021). Emerging technologies and accountants. Journal of Accounting & Organizational Change, 17(1), 1–25.
Lepak, D. P., & Snell, S. A. (1999). Human resource architecture. Academy of Management Review, 24(1), 31–48.
Libby, R., Bloomfield, R., & Nelson, M. W. (2002). Experimental research in accounting. The Accounting Review, 77(4), 775–810.
Marler, J. H., & Boudreau, J. W. (2017). HR analyt-ics. International Journal of Human Resource Man-agement, 28(1), 3–26.
Martin, J. A. (2022). Dynamic capabilities and adaptation. Strategic Management Review, 3(1), 1–17.
Minbaeva, D. (2018). Human capital analytics. Hu-man Resource Management, 57(3), 701–713.
Nelson, M. W. (2021). Judgment and decision mak-ing in auditing. Accounting, Organizations and So-ciety, 94, 101267.
Nunnally, J. C., & Bernstein, I. H. (1994). Psycho-metric theory (3rd ed.). McGraw-Hill.
OECD. (2021). Corporate governance and audit quality in emerging economies. OECD.
OECD. (2021). The digital transformation of SMEs. OECD.
Pentland, B. T., Recker, J., Wyner, G., & Gardner, R. (2020). Heterogeneous skill development. MIS Quarterly, 44(1), 1–28.
Ployhart, R. E., Nyberg, A. J., Reilly, G., & Maltar-ich, M. A. (2014). Human capital resources. Journal of Management, 40(2), 371–398.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. (2003). Common method bias. Journal of Applied Psychology, 88(5), 879–903.
Raschke, R. L., Curry, B., & O’Connor, J. (2018). Data analytics and auditor judgment. Accounting Horizons, 32(3), 83–99.
Salijeni, G., Samsonova-Taddei, A., & Turley, S. (2019). Big data and audit technology. Accounting and Business Research, 49(1), 95–119.
Saunders, M., Lewis, P., & Thornhill, A. (2019). Research methods for business students (8th ed.). Pearson.
Sekaran, U., & Bougie, R. (2020). Research methods for business (8th ed.). Wiley.
Sutton, S. G., Holt, M., & Arnold, V. (2016). Artifi-cial intelligence in accounting. International Journal of Accounting Information Systems, 22, 60–73.
Teece, D. J. (2018). Business models and dynamic capabili-ties. Long Range Planning, 51(1), 40–49.
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities. Strategic Management Journal, 18(7), 509–533.
Troshani, I., Appelbaum, D., Rao, S. S., & Vasar-helyi, M. A. (2023). Audit digital transformation. Accounting Horizons, 37(1), 1–29.
Ulrich, D., Kryscynski, D., Brockbank, W., & Ulrich, M. (2015). HR from the outside in. McGraw-Hill.
Vasarhelyi, M. A., Kogan, A., & Tuttle, B. M. (2015). Big data in accounting. Accounting Horizons, 29(2), 381–396.
Vial, G. (2019). Understanding digital transformation. Journal of Strategic Information Systems, 28(2), 118–144.
Warner, K. S. R., & Wäger, M. (2019). Dynamic capabilities for digital transformation. Long Range Planning, 52(3), 326–349.
Wooldridge, J. M. (2020). Introductory econometrics (7th ed.). Cengage.
World Bank. (2022). Digital development in emerg-ing economies. World Bank.
World Economic Forum. (2023). The future of jobs report 2023. WEF.
Wright, P. M., Coff, R., & Moliterno, T. P. (2014). Strategic human capital. Journal of Management, 40(2), 353–370.
Yin, R. K. (2018). Case study research (6th ed.). SAGE.
Zahra, S. A. (2021). International entrepreneurship post COVID-19. Journal of World Business, 56(1), 101143.
Zahra, S. A., & Wright, M. (2016). Social role of entrepreneurship. Journal of Management Studies, 53(4), 610–629.
