Auditors' Responses to Classification Shifting: Evidence from U.S. Firms

2021 ◽  
Author(s):  
Mai Dao ◽  
Hongkang Xu ◽  
Trung Pham

This study examines how auditors react to clients' engagement in classification shifting which refers to the intentional misallocation of line items within the income statement. We find that classification shifting is positively associated with audit fees, audit report lags, the issuance of a modified audit opinion, and auditor resignations. Additional analyses show that auditors' responses to multiple-year classification shifting are similar to our main findings. We further find that classification shifting is associated with a higher likelihood of financial misstatements in the classification shifting year, and future announcements of financial restatements. We also find that the probability of future restatements is even higher when audit clients engage in both classification shifting and real earnings management. Overall, our results imply that auditors become more cautious in response to audit clients' classification shifting behavior.

2016 ◽  
Vol 36 (1) ◽  
pp. 85-107 ◽  
Author(s):  
Adam Greiner ◽  
Mark J. Kohlbeck ◽  
Thomas J. Smith

SUMMARY We examine the relationship between aggressive income-increasing real earnings management (REM) and current and future audit fees. Managers pursue REM activities to influence reported earnings and, as a consequence, alter cash flows and sacrifice firm value. We posit that the implications of REM are considered in auditors' assessments of engagement risk related to the client's economic condition and result in higher audit fees. We find that, with the exception of abnormal reductions in SG&A, aggressive income-increasing REM is positively associated with both current and future audit fees. Additional analyses provide evidence consistent with increased effort combined with increased risk contributing to the current pricing effect, with increased business risk primarily driving the future pricing effect. We, therefore, provide evidence that aggressive income-increasing REM activities have a significant influence on auditor pricing behavior, consistent with the audit framework associating engagement risk with audit fees. JEL Classifications: G21; G34; M41. Data Availability: The data in this study are available from public sources indicated in the paper.


2019 ◽  
Vol 16 (2) ◽  
pp. 165-181
Author(s):  
R.P. Sitanggang ◽  
Yusuf Karbhari ◽  
Bolaji Tunde Matemilola ◽  
M. Ariff

Purpose The purpose of this paper is to investigate whether audit quality is associated with real earnings management in the UK. Design/methodology/approach The authors apply the panel fixed effects method that controls for heterogeneity across firms to investigate whether audit quality is related to real earnings management for a large sample of UK manufacturing companies for the period 2010–2013. The authors utilized three proxies to measure real earnings management and two proxies to measure audit quality. Findings The results provide evidence that audit fees are negatively related to abnormal operating cash flows. Conversely, audit fees are positively related to abnormal discretionary expenses. Besides, audit quality proxies show insignificant relationship with abnormal production costs and real earnings management index. Overall, the study finds partial evidence of significant relationship between audit quality and real earnings management. Research limitations/implications These results are important subject to the adequacy of the indicators of real earnings management and audit quality. Like previous research works that mostly focus on upward earnings management, the authors do not address the question of whether and how firms take real actions to manage earnings downwards in certain contexts. Practical implications The findings inform monitoring bodies that the imposition of higher levels of audit quality may result in unintended consequences. Therefore, monitoring bodies, such as audit committees, should consider the implication of imposing higher quality auditing, which may drive firms to potentially value-decreasing real earnings management practices. Managers should curtail real earnings management practices, especially abnormal operating cash flow, because attempt to use higher-quality auditors to mitigate such practice may destroy firm value. Also, managers’ employment may be threatened due to the potential deterioration of firm value caused by using higher-quality auditors to mitigate managers’ real earnings management practices. Moreover, shareholders are informed of the potential detrimental effects of imposing higher levels of audit quality which may lower the value of their investments. Originality/value The paper extends previous research on earnings management in several ways. First, while earlier studies usually use accruals methods to measure earnings management, the authors use the real earnings management approach as managers can switch from accruals to real earnings management when facing more scrutiny from auditors and/or more constrained regulations or standards that may limit their capability to use discretionary accruals. Second, this study reports new findings, as the authors find partial evidence of a significant relationship between audit quality and real earnings management. Third, it is one of the few studies to use a real earnings management index to measure earnings management and its link to audit quality.


Author(s):  
Mahdi Salehi ◽  
Mahmoud Mousavi Shiri ◽  
Seyedeh Zahra Hossini

Purpose The purpose of this paper is to emphasize the relationship between managerial ability, earnings management, internal control quality and audit fees to establish whether or not there is a significant relationship between the variables of managerial ability, earnings management, internal control quality and the audit fees. Design/methodology/approach The study sample includes 190 listed companies on the Tehran Stock Exchange during 2009–2016. Research hypotheses were tested using the statistical methods of multivariable linear regression and data envelopment analysis pattern. Findings The obtained results indicate that there is a significant and direct relationship between managerial ability and internal control quality as well as real earnings management and internal control quality. Based on the results obtained from the second hypothesis, the authors could claim that there is an inverse and significant relationship managerial ability and audit fees. The third hypothesis also revealed that in companies with lower audit fees, there is a stronger relationship between managerial ability and internal control quality. The results of related tests show no significant relationship between accrual-based earnings management and internal control quality. Originality/value This paper is the first study in Iran whose main focus is on the relationship between managerial ability, earnings management, internal control quality and audit fees.


2016 ◽  
Vol 8 (4) ◽  
pp. 113
Author(s):  
Elaheh Moazedi ◽  
Ehsan Khansalar

The subject of the present research is the study of the relationship between earnings management (accrual-based and real) and auditor’s opinion. Alongside putting the control variables into consideration, this this paper studies the relationship between earnings management (accrual-based and real) and auditors’ opinion. The purpose of this research is to examine the effect of income smoothing and manipulation on the opinion of independent auditors. This research includes two independent variables i.e. earnings management (based on discretionary accruals) and real earnings management, one dependent variable i.e. auditor’s opinion, along with control variables. In the first main hypothesis the relation between real earnings management and auditor’s opinion is examined; and the second hypothesis involves the association between discretionary accrual-based earnings management and auditor’s opinion. In this research some 117 firms in the time period 2008-2013 are empirically investigated and studied using logistic regression method. In conclusion, the second and third hypotheses are rejected; however examination of the first and fourth hypotheses confirms their significant association with auditor’s opinion.


2016 ◽  
Vol 6 (4) ◽  
pp. 334-344 ◽  
Author(s):  
Mohammad Alhadab

This paper examines the relationship between audit report and real-based and accrual-based earnings management based on a UK sample. Prior research has mostly focused on US data and examined the relationship between auditor report (qualified vs. non-qualified) and earnings management (proxied by discretionary accruals), and found evidence that qualified audit report is positively associated with the level of discretionary accruals. Despite the importance of the role of audit firms to constrain the use of earnings management, there is no research to date has examined the relationship between auditor reports and real earnings management activities based on UK sample. This paper therefore fills this gap in the literature by providing the first evidence for UK FTSE 350 companies that auditor report is positively associated with real and accrual earnings management. The paper also provide evidence that firms received qualified audit report share different characteristics as compared to firms received un-qualified audit report.


2022 ◽  
Vol 6 ◽  
Author(s):  
Ni Wayan Sukma Kartika Dewi ◽  
Ni Made Dwi Ratnadi ◽  
I Ketut Yadnyana ◽  
I Gusti Ngurah Agung Suaryana

The purpose of this study is to empirically prove the companies in the growth, mature, and stagnant stages use accrual earnings management, real earnings management, and classification shifting. The data used is secondary data obtained from the annual reports of manufacturing companies listed on the Indonesia Stock Exchange in the 2016-2020 period. The data analysis technique used multiple linear regression analysis. The sampling technique used was purposive sampling technique and obtained a sample of 53 manufacturing companies or the same as 265 observational data. Based on the results of the analysis, it was found that the company is in the growth mature and stagnant stage using the accrual earnings management strategy. The growth stage of the company does not use a real earnings management strategy, the mature and stagnant stage, the company uses a real earnings management strategy. Companies in the growth and mature stages do not use the classification shifting strategy.


2018 ◽  
Vol 7 (3) ◽  
pp. 172
Author(s):  
Fang Zhao

This study examines the association between analyst coverage and classification shifting. Prior studies on external monitoring factors and classification shifting provide mixed results: international studies (Haw, Ho, & Li, 2011; Behn, Gotti, Herrmann, & Kang, 2013) find that external monitoring factors mitigate classification shifting, while Abernathy, Beyer, and Rapley (2014) find that external monitoring factors promote classification shifting when accrual-based earnings management and real earnings management are constrained. Using a sample of firms in the United States, this study finds a positive association between classification shifting and an external monitoring factor: analyst coverage. This result suggests that when higher analyst coverage has stronger monitoring role on earnings management, managers are more likely to use classification shifting. The implication of this study should be of interest to financial analysts.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Belal Ali Abdulraheem Ghaleb ◽  
Hasnah Kamardin ◽  
Abdulwahid Ahmed Hashed

PurposeThe main aim of this study is to examine the effect of investment in outside governance monitoring (IOGM), through non-executive directors' remuneration (NEDR) and external audit fees (AFEE), on real earnings management (REM) in an emerging market in the Southeast Asia region, Malaysia.Design/methodology/approachThe data comprises 1,056 observations from manufacturing companies listed on Bursa Malaysia for the four-year period, 2013 to 2016. The study tests IOGM individually and aggregately with REM. Feasible generalized least squares (FGLS) regression is used to test the hypotheses.FindingsThe results show that NEDR is negatively and significantly associated with REM. Likewise, AFEE is significantly associated with lower REM. Aggregate IOGM significantly mitigates REM. Additional tests conducted show consistent findings.Research limitations/implicationsThis evidence supports agency theory and signaling theory, that a high level of investment in governance monitoring signals a high demand for monitoring and fewer agency problems. It justifies more investment in outside scrutiny and monitoring to limit the existence of managers' opportunistic behavior in concentrated markets. This study relies on an aggregate measure of REM and focuses on manufacturing companies in Malaysia; thus, the results may not be the same using other measurements and samples.Originality/valueThe study, to the best of the researchers' knowledge, is the first to document evidence in an emerging market suggesting that higher NEDR and AFEE are individually and aggregately associated with lower REM. Policymakers, shareholders and researchers may consider investment in these two mechanisms as a proxy of high-quality monitoring that mitigates REM.


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