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The impacts of the use of data analytics and the performance of consulting activities on perceived internal audit quality

Author

Listed:
  • Nathanael Betti

    (University of Toronto)

  • Steven DeSimone

    (College of the Holy Cross)

  • Joy Gray

    (Bentley University)

Abstract

Purpose- This research investigates the effects of the internal auditor use of data analytics and the performance of consulting activities on perceived internal audit quality. Design/methodology/approach- We conducted a 2x2 between-subjects experiment among upper and middle managers where the use of data analytics and the performance of consulting activities by internal auditors were manipulated. Findings- Results indicate that managers perceive internal auditors as more competent when they use data analytics and that managers perceive that the quality of their relationship with internal auditors is higher when internal auditors perform consulting activities. They also perceive that internal auditors’ recommendations are more relevant when they perform consulting activities. In addition, findings show an interaction effect where the use of data analytics with the performance of consulting activities strengthens the perceived quality of the relationship between internal auditors and management. Research limitations/implications- From a theoretical perspective, this research builds on the internal audit quality framework by considering digitalization as a contextual factor. This research focused on one major stakeholder of the internal audit function- senior management. Future research can investigate the perceptions of other stakeholders. Practical implications- From a managerial perspective, the implications of this research indicate that internal auditors should prioritize the development of the consulting role in their function and develop their digital expertise, especially regarding data analytics. Originality- This research tests the impacts of the use of data analytics and the performance of consulting activities on perceived internal audit quality holistically, by testing Trotman and Duncan (2018)’s framework through an experiment..

Suggested Citation

  • Nathanael Betti & Steven DeSimone & Joy Gray, 2022. "The impacts of the use of data analytics and the performance of consulting activities on perceived internal audit quality," Working Papers 2202, College of the Holy Cross, Department of Economics.
  • Handle: RePEc:hcx:wpaper:2202
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    References listed on IDEAS

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    1. Krieger, Felix & Drews, Paul & Velte, Patrick, 2021. "Explaining the (non-) adoption of advanced data analytics in auditing: A process theory," International Journal of Accounting Information Systems, Elsevier, vol. 41(C).
    2. Steven M. Glover & Douglas F. Prawitt & David A. Wood, 2008. "Internal Audit Sourcing Arrangement and the External Auditor's Reliance Decision," Contemporary Accounting Research, John Wiley & Sons, vol. 25(1), pages 193-213, March.
    3. Earley, Christine E., 2015. "Data analytics in auditing: Opportunities and challenges," Business Horizons, Elsevier, vol. 58(5), pages 493-500.
    4. Nuno Castanheira, 2010. "Factors associated with the adoption of risk-based internal auditing," Managerial Auditing Journal, Emerald Group Publishing, vol. 25(1), pages 79-98, February.
    5. Giuseppe D'Onza & Rita Lamboglia & Roberto Verona, 2015. "Do IT audits satisfy senior manager expectations?: A qualitative study based on Italian banks," Managerial Auditing Journal, Emerald Group Publishing, vol. 30(4/5), pages 413-434, May.
    6. Mariani, Marcello M. & Fosso Wamba, Samuel, 2020. "Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies," Journal of Business Research, Elsevier, vol. 121(C), pages 338-352.
    7. Lourens Erasmus & Philna Coetzee, 2018. "Drivers of stakeholders’ view of internal audit effectiveness," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 33(1), pages 90-114, January.
    8. Dominic S.B. Soh & Nonna Martinov-Bennie, 2011. "The internal audit function: Perceptions of internal audit roles, effectiveness and evaluation," Managerial Auditing Journal, Emerald Group Publishing, vol. 26(7), pages 605-622, July.
    9. Rainer Lenz & Ulrich Hahn, 2015. "A synthesis of empirical internal audit effectiveness literature pointing to new research opportunities," Managerial Auditing Journal, Emerald Group Publishing, vol. 30(1), pages 5-33, January.
    10. Maia Farkas & Rina Hirsch & Julia Kokina, 2019. "Internal auditor communications: an experimental investigation of managerial perceptions," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 34(4), pages 462-485, May.
    11. Christian Prat dit Hauret, 2003. "L'indépendance du commissaire aux comptes : une analyse empirique fondée sur trois composantes psychologiques du comportement," Comptabilité - Contrôle - Audit, Association francophone de comptabilité, vol. 9(2), pages 31-58.
    12. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    13. Sezer Bozkus Kahyaoglu & Kiymet Caliyurt, 2018. "Cyber security assurance process from the internal audit perspective," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 33(4), pages 360-376, May.
    14. Lois Munro & Jenny Stewart, 2010. "External auditors’ reliance on internal audit: the impact of sourcing arrangements and consulting activities," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(2), pages 371-387, June.
    15. Rose, Susan & Clark, Moira & Samouel, Phillip & Hair, Neil, 2012. "Online Customer Experience in e-Retailing: An empirical model of Antecedents and Outcomes," Journal of Retailing, Elsevier, vol. 88(2), pages 308-322.
    16. Douglas F. Prawitt & Nathan Y. Sharp & David A. Wood, 2012. "Internal Audit Outsourcing and the Risk of Misleading or Fraudulent Financial Reporting: Did Sarbanes†Oxley Get It Wrong?," Contemporary Accounting Research, John Wiley & Sons, vol. 29(4), pages 1109-1136, December.
    17. F. Todd Dezoort & Richard W. Houston & Michael F. Peters, 2001. "The Impact of Internal Auditor Compensation and Role on External Auditors' Planning Judgments and Decisions," Contemporary Accounting Research, John Wiley & Sons, vol. 18(2), pages 257-281, June.
    18. Manita, Riadh & Elommal, Najoua & Baudier, Patricia & Hikkerova, Lubica, 2020. "The digital transformation of external audit and its impact on corporate governance," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    19. Melanie Roussy & Marion Brivot, 2016. "Internal audit quality: a polysemous notion?," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 29(5), pages 714-738, June.
    20. Rakipi, Romina & De Santis, Federica & D'Onza, Giuseppe, 2021. "Correlates of the internal audit function’s use of data analytics in the big data era: Global evidence," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 42(C).
    21. Mélanie Roussy & Alexandre Perron, 2018. "New Perspectives in Internal Audit Research: A Structured Literature Review," Accounting Perspectives, John Wiley & Sons, vol. 17(3), pages 345-385, September.
    22. Dominic S.B. Soh & Nonna Martinov-Bennie, 2015. "Internal auditors’ perceptions of their role in environmental, social and governance assurance and consulting," Managerial Auditing Journal, Emerald Group Publishing, vol. 30(1), pages 80-111, January.
    23. Roussy, Mélanie, 2013. "Internal auditors’ roles: From watchdogs to helpers and protectors of the top manager," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 24(7), pages 550-571.
    24. Sarah Garven & Audrey Scarlata, 2020. "An examination of factors associated with investment in internal auditing technology," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 35(7), pages 955-978, July.
    25. Jenny Stewart & Nava Subramaniam, 2010. "Internal audit independence and objectivity: emerging research opportunities," Managerial Auditing Journal, Emerald Group Publishing, vol. 25(4), pages 328-360, April.
    26. Christine Legner & Torsten Eymann & Thomas Hess & Christian Matt & Tilo Böhmann & Paul Drews & Alexander Mädche & Nils Urbach & Frederik Ahlemann, 2017. "Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 301-308, August.
    27. Khaldoon Al-Htaybat & Larissa von Alberti-Alhtaybat, 2017. "Big Data and corporate reporting: impacts and paradoxes," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(4), pages 850-873, May.
    28. Koreff, Jared & Weisner, Martin & Sutton, Steve G., 2021. "Data analytics (ab) use in healthcare fraud audits," International Journal of Accounting Information Systems, Elsevier, vol. 42(C).
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