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An Investigation of the Influence of a Nonstatistical Decision Aid on Auditor Sample Size Decisions

The Accounting Review 1990 65(1), 209-226
[A between-subjects experiment was used to examine the effects of a decision aid in the AICPA's Audit Sampling Audit Guide on the magnitude and variability of auditor sample size judgments. Audit seniors were given background case information for a hypothetical audit task and were randomly assigned to one of three experimental groups: (1) an intuitive judgment group, (2) a decision aid group who calculated sample sizes using the AICPA Guide formula, or (3) a group who provided only the formula parameters from which the researchers later computed implied sample sizes. It was hypothesized that the sample sizes of group 2 would be larger than those of group 1 (due to insensitivity to power considerations), and that the implied sample sizes for group 3 would exceed those of group 2 (due to a tendency for auditors to "work backwards" toward an intuitive sample size). Both of these hypotheses were supported by the data. However, a test for differences in variability indicated that the decision aid led to a greater degree of inconsistency in sample size judgments. Results were consistent over two levels of internal control.]

Can Audit Partners Predict Subordinates' Ability to Detect Errors?

Journal of Accounting Research 2008 46(5), 1241-1264 open access
This study examines audit partners' predictions of the ability of managers and seniors to detect financial statement errors. If partners are unable to predict the ability of their subordinates to detect errors, audit effectiveness may be affected. Audit partners are asked to predict which members of the audit team (managers or seniors) are able to detect specific types of errors. These predictions are then compared to errors detected by managers and seniors that are seeded in working papers. The results show that partners (1) exhibit significant overconfidence in the ability of subordinates to detect errors, (2) are more accurate in predicting managers' performance than seniors, (3) are more accurate at predicting subordinates' ability to detect mechanical (simple) errors than conceptual (complex) errors, and (4) are not better at predicting subordinates' ability to detect more frequent and more important errors than less frequent and less important errors.

Error Detection by Industry‐Specialized Teams during Sequential Audit Review

Journal of Accounting Research 2002 40(3), 883-900
To improve audit effectiveness, public accounting firms have organized their practices to include hierarchical review by teams organized along industry lines. We examine how industry specialized auditor teams detect errors, using a sophisticated experimental design. Our analysis of nominal teams created from seniors and managers working individually shows that seniors add value to the team by detecting more mechanical errors while managers detect more conceptual errors. Working within specialization, managers and seniors both contribute in a nonredundant way to the team’s overall effectiveness. We also find that the nominal teams outperform real teams in the detection of mechanical but not conceptual errors. These results only hold when the auditors work within in their industry specialization. Out of specialization the auditors are not effective at detecting errors, and real teams perform below the nominal team benchmark in the detection of both mechanical and conceptual errors.

Recency Effects in the Auditor's Belief-Revision Process

The Accounting Review 1990 65(2), 452-460
[Auditing has been characterized as a sequential process of obtaining and evaluating evidence (Gibbins 1984). During this process, auditors continually update their beliefs about the audit assertion being examined. Recently, Hogarth and Einhorn (1989) have posited a belief-adjustment model for updating beliefs. Based on a sequential anchoring and adjustment strategy, the model has important implications for auditors concerning the effects of the order in which evidence is evaluated. The model predicts that the order in which evidence is received has no effect on the belief-revision process when the evidence is consistent (either all positive or all negative). However, when the evidence is mixed (positive and negative), the model predicts that a recency effect will occur. Ashton and Ashton (1988) tested an earlier version of this model with experienced auditors in "simplified, well-defined settings" and found results consistent with the model's predictions. They suggested that their findings should be tested in more realistic audit contexts. Hogarth and Einhorn (1989) have suggested that findings of recency or primacy may be influenced by task complexity. Therefore, the current study tests the predictions of the model using content-rich audit scenarios. Four experiments were conducted involving 251 experienced auditors. The first experiment tested for a lack of order effect using consistent positive evidence, and the second experiment tested for a lack of order effect using consistent negative evidence. The third and fourth experiments tested for recency effects using mixed evidence with either two or four pieces of evidence. The results of the first two experiments indicated that order of evidence was not significant. Order of evidence was significant in experiment 3 in the step-by-step response condition but not in the end-of-sequence response condition. In experiment 4, order of evidence was significant in both response conditions. Therefore, the results of this empirical work support the predictions of the model, thus reinforcing the findings of Ashton and Ashton (1988).]

Improving Auditors’ Fraud Judgments Using a Frequency Response Mode*

Contemporary Accounting Research 2011 28(3), 837-858 open access
One hundred and fifty auditors participated in a study that examines whether auditors’ probabilistic judgments are closer to a Bayesian benchmark when auditors make judgments using a frequency response mode versus a probability response mode. We test a series of hypotheses that examine the effect of using a frequency response mode by professional auditors both within and outside their knowledge domain (fraud or medical case context) on assessing the likelihood of rare events. The results show that the auditors’ responses across the two case contexts (fraud and medical case) using a frequency response mode are closer to the Bayesian benchmark. In addition, we find that (1) the deviations in the auditors’ responses from the Bayesian benchmark across both response modes are significantly smaller for the fraud case in the low base rate condition only and (2) the deviations in the auditors’ responses from Bayesian benchmark for the fraud case using a frequency response mode relative to the probability response mode are smaller in the low base rate condition than the other two base rate conditions. These findings contribute to research on auditor judgment and decision-making, and demonstrate how the use of a frequency response mode can improve auditors’ assessment of fraud.

A hierarchical approach to the external auditor's evaluation of the internal auditing function*

Contemporary Accounting Research 1988 4(2), 337-353
The objective of this study was to examine the external auditor's evaluation of the internal audit function. A hierarchy of the attributes that enter into this decision process was developed based on prior research and with the assistance of Big 8 audit managers. An experiment which used the Analytic Hierarchy Process was conducted with 22 audit supervisors and managers. Contrary to previous studies, the results indicated that the competence of the internal auditors was the most important factor, followed by the objectivity and work of the internal auditors. The AHP methodology allowed us to assess which specific attributes were most important to the external auditor's assessment of these factors. However, the variability of the weights of these attributes indicates low agreement among the practitioners as to which attributes are most important. Résumé. Les auteurs de la présente étude avaient pour objectif d'examiner l'évaluation de la fonction de vérification interne par le vérificateur externe. La hiérarchie des attributs qui entrent en ligne de compte dans ce processus de décision a été dressée à partir de travaux de recherche antérieurs et avec la collaboration de chefs de groupe en vérification des huit grands cabinets. Vingt‐deux chefs d'équipe et chefs de groupe ont participé à une expérience faisant appel au processus de hiérarchie analytique. Contrairement aux résultats des études précédentes, les résultats de cette étude ont révélé que la compétence des vérificateurs internes était le facteur primordial, suivi de l'objectivité et du travail des vérificateurs internes. La méthodologie du processus de hiérarchie analytique a permis d'évaluer quels attributs précis étaient les plus importants dans l'évaluation de ces facteurs par les vérificateurs externes. Toutefois, l'importance des écarts relevés dans la pondération de ces attributs indique que l'unanimité est loin d'être faite chez les praticiens quant à l'importance relative des attributs.

Sequential auditor decision making: Information search and evidence evaluation*

Contemporary Accounting Research 1990 6(2), 386-406
This paper presents the results of an experiment that examined five hypotheses related to the information search and evidence evaluation that takes place as part of an auditor's sequential decision process. The results indicate the following. (1) When given a choice, auditors examined the most reliable type of evidence. (2) Auditors who stopped at intermediate stages in the sequential task had, on average, more extreme assessments of the outcome, although there were differential effects depending on whether the auditors based their decisions on positive or negative evidence. (3) Changes in the direction of the auditor's judgments were consistent with the signal in the audit evidence. (4) Negative evidence, in general, led to greater judgment revisions than positive evidence, and the most reliable negative evidence led to the greatest revisions. (5) Auditors searched for corroborating evidence, but their evaluation of that evidence did not impact the assessment of evidence received earlier in the sequential task. Résumé. Les auteurs présentent les résultats d'une expérience portant sur l'analyse de cinq hypothèses reliées à la recherche d'information et à l'évaluation de l'information probante qui s'inscrivent dans le processus de décision séquentiel du vérificateur. Les résultats obtenus indiquent ce qui suit: 1) lorsqu'ils ont le choix, les vérificateurs examinent l'information probante la plus fiable, 2) les vérificateurs qui s'arrêtent à des étapes intermédiaires de la tâche séquentielle produisent, en moyenne, des évaluations plus extrêmes des résultats, bien que l'on observe des incidences marginales selon que les vérificateurs ont fondé leurs décisions sur des informations probantes expresses ou tacites, 3) les modifications dans l'orientation des jugements posés par le verificateur sont conformes aux indications livrées par l'information probante, 4) l'information probante tacite mène, en général, à une révision plus importante des jugements que l'information expresse, et l'information tacite la plus fiable mène à la révision la plus approfondie, et 5) les vérificateurs cherchent à obtenir des preuves de corroboration mais leur évaluation de cette information probante n'a pas d'incidence sur lévaluation de l'information probante obtenue aux étapes antérieures de la tâche séquentielle.

Offsetting Misstatements: The Effect of Misstatement Distribution, Quantitative Materiality, and Client Pressure on Auditors' Judgments

The Accounting Review 2018 93(4), 335-357
This paper reports on the first experimental study to examine how materiality and client pressure affect auditors' judgments of two detected misstatements that have offsetting effects on the client's income. One hundred forty-three experienced German auditors completed a case that varied the misstatement distribution (same or different accounts), the presence or absence of client pressure, and quantitative materiality of the misstatements nested in the client pressure condition (net amount less than or greater than performance materiality). The results show: First, the distribution of the misstatements and client pressure interact. The proportion of auditors who require the client to fully adjust both misstatements is highest when the offsetting misstatements are in two different accounts and there is no client pressure. Second, misstatement distribution interacts with quantitative materiality. The proportion of auditors who deny the bonus when facing client pressure is highest when the level of materiality is greater than performance materiality and the misstatement distribution is in different accounts. Third, audit experience appears to play a role in the auditors' judgments. While more experienced auditors are more likely to fully correct the misstatements when there is no client pressure, they are also more likely to waive the misstatements when faced with client pressure. Additional experimentation confirms these findings. These results have important implications for researchers, practitioners, regulators, and standard setters. Data Availability: The data are available from the authors upon request.