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Inheriting Versus Developing Data Analytic Tests and Auditors’ Professional Skepticism

Xiaoxing Li1; Joseph F. Brazel2; Anna Gold1,3; Justin Leiby4

1 Department of Accounting Auditing and Law, NHH Norwegian School of Economics · 2 Poole College of Management, North Carolina State University · 3 School of Business and Economics Vrije Universiteit Amsterdam · 4 Gies College of Business, University of Illinois at Urbana–Champaign

Journal of Accounting Research 2026 open access

ABSTRACT As the use of audit data analytic tests (ADA) becomes increasingly established in practice, auditors will often confront situations in which they inherit ADA developed by others, as opposed to developing the ADA themselves. Despite the potential benefits of ADA, inheriting ADA could decrease auditors’ skeptical actions by diminishing their psychological ownership of the ADA. In an experiment where an ADA identifies a fraud red flag, we find that auditors who inherited the ADA are less likely to exercise skeptical actions than those who were personally involved in its development. We then provide evidence that informing auditors who inherit an ADA about the test development activities (e.g., a brief memorandum documenting the ADA's development) mitigates the negative effect of inheriting the ADA. Evidence from mediation analyses suggests that these effects are driven by decreased psychological ownership when auditors inherit the ADA.

DOI
10.1111/1475-679x.70014
Volume
64 (2)
Pages
885-922
Language
en
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