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The use of models for detecting earnings management in the academic literature, using accrual and real manipulation, is commonplace. The purpose of the current study is to compare the power of these models in a United Kingdom (UK) sample of 19,424 firm-year observations during the period 1991–2018. The authors include artificially-induced manipulation of revenues and expenses between zero and ten percent of total assets to random samples of 500 firm-year observations within the full sample. The authors use two alternative samples, one with no reversal of manipulation (sample 1) and one with reversal in the following year (sample 2).

The authors include artificially induced manipulation of revenues and expenses between zero and ten percent of total assets to random samples of 500 firm-year observations within the full sample.

The authors find that real earnings manipulation models have lower power than accrual earnings manipulation models, when manipulating discretionary expenses and revenues. Furthermore, the real earnings manipulation model to detect overproduction has high misspecification, resulting in artificially inflating the power of the model. The authors examine an alternative model to detect discretionary expense manipulation that generates higher power than the Roychowdhury (2006) model. Modified real manipulation models (Srivastava, 2019) are used as robustness and the authors find these to be more misspecified in some cases but less in others. The authors extend the analysis to a setting in which earnings management is known to occur, i.e. around benchmark-beating and find consistent evidence of accrual and some forms of real manipulation in this sample using all models examined.

This study contributes to the literature by providing evidence of misspecification of currently used models to detect real accounts manipulation.

Based on the findings, the authors recommend caution in interpreting any findings when using these models in future research.

The findings address the earnings management literature, guided by the agency theory.

This study aims to investigate two important research questions. First, this research examines the impact of real earnings management on investment inefficiency of the non-financial listed firms in Pakistan. Second, this research further explores the moderating role of short-term debt on the nexus between real earnings management and investment inefficiency. This study attempts to highlight an important research problem i.e. the jinx of real earnings management from the context of an emerging economy.

This study employs the data from non-financial listed firms in Pakistan over the period from 2008 to 2018. The study uses panel data methodologies with firm and year fixed-effects to examine the proposed hypotheses. The results are robust to the use of sensitivity analysis, different estimation techniques and endogeneity issues (using two-stage least squares (2SLS) and generalized method of moments (GMM) techniques).

The results of the research are twofold. First, consistent with the theoretical arguments, the findings reveal that real earnings management increases investment inefficiency and results in over-investments by the firms. Second, short-term debt attenuates the relationship between real earnings management and investment inefficiency. It implies that a higher level of short-term debt weakens the adverse effects of real earnings management on the investment efficiency of the firm.

This study offers original findings on the issues pertaining to the quality of accounting and financial reporting in an emerging economy like Pakistan, where the implementation of regulations is weak in the corporate world and management frequently exploits shareholders' wealth for the short-term benefits.

This paper aims to examine the extent to which real earnings management (REM) is used in Jordan to meet zero or previous year's earnings, and how this impacts the subsequent operating performance of Jordanian firms.

The study used a sample of 98 Jordanian listed firms over the 2010–2018 period. To test the research hypotheses, which are formulated in accordance with both, agency theory and signalling theory, multivariate regression is performed using a pooled OLS estimation. Additionally, a two-step dynamic generalised method of moment (GMM) model has been estimated to address any concerns regarding the potential occurrence of endogeneity issues.

The results show that Jordanian firms that meet zero or last year's earnings tend to exhibit evidence of real activities manipulations. More specifically, suspect firms show unusually low abnormal discretionary expenses and unusually high abnormal production costs. Further, consistent with the signalling earnings management argument, the authors find that abnormal real-based activities intended to meet zero earnings or previous year's earnings potentially improve the subsequent operating performance of Jordanian firms. This implies that REM is not totally opportunistic, but it can be used to enhance the subsequent operating performance of Jordanian firms. Our findings are robust to alternative proxies and endogeneity concerns.

The findings have several implications for policymakers, regulators, audit professionals and investors in their attempts to constrain REM practices to enhance financial reporting quality in Jordan. Managing earnings by reducing discretionary expenses appeared to be the most convenient way to manipulate earnings in Jordan. It provides flexibility in terms of time and the amount of spending. The empirical evidence, therefore, reiterates the crucial necessity to refocus the efforts of internal and external auditors on limiting this type of manipulation to reduce the occurrence of REM activities and enhance the subsequent operating performance of listed firms in Jordan. Drawing on Al-Haddad and Whittington (2019), the evidence also urges regulators and standards setters to develop a more effective enforcement mechanism for corporate governance provisions in Jordan to minimise the likelihood of REM incidence.

This study contributes to the body of the accounting literature by providing the first empirical evidence in the Middle East region overall on the use of REM to meet zero or previous year earnings by Jordanian firms. Moreover, the study is the first to empirically examine the relationship between REM and Jordanian firms' future operating performance.

The present study aims to examine the relationship between real earnings management and earnings persistence and also to test how the group affiliation of the firms influences this relationship.

The study draws the sample of listed non-financial firms in the Indian market from the year 2011 to 2018 and applies panel least squares regression with industry and year fixed effects. Future performance of a firm is measured by one year leading value of return on assets. The interaction term of real earnings management and return on assets is used to measure the impact of real earnings management on earnings persistence. The firm-specific controlling variables are also included in the empirical model. The robustness of the results is tested by sub-dividing the sample into group affiliated and non-group affiliated firms.

The findings of the study reveal that opportunistic earnings management has a significant impact on earnings persistence when real earnings management is measured through abnormal increase in operating cash flows and abnormal reduction in discretionary expenditure. On the other hand, signalling earnings management has a significant impact on earnings persistence when real earnings management is measured through abnormal increase in the level of production. The results also reveal that REM has more negative implications on group affiliated firms compared to non-group affiliated firms supporting the theory of entrenchment effect.

This is the first study in the Indian context which tests the implications of real earnings management on earnings persistence by using three alternative measures of real earnings management. The study contributes to the existing literature on the implications of real earnings management in emerging markets like India.

This study aims to analyze the effect of top management team (TMT) expertise on real earnings management (REM) and accrual earnings management (AEM) activities in companies in Indonesia by examining a hand-collected secondary data from non-financial publicly listed companies in Indonesia in 2016 and 2017. The expertise of TMT members is measured by possession of a master’s degree, understanding and experience of managed core functional areas, and possession of accounting certifications such as CA or CPA. The results of the study show that the expertise of the members of the TMT has no influence on the activity of AEM in companies in Indonesia. Meanwhile, understanding and experience on the managed core functional areas have a positive influence on REM activities through abnormal cash flows. Possession of accounting certification has a positive influence on REM activities in companies that are in accordance with managerial entrenchment effects, as well as a negative influence on REM activities in companies through abnormal discretionary expenses that are in line with incentive-reduction effects.

The authors empirically investigate the association between acquisition, ownership structure and accrual earnings management (AEM) on real earnings management (REM) using Gulf Cooperation Council (GCC)-listed firms' context.

The authors' sample consists of 1,892 firm-year observations for the period from 2007–2017, and the authors adopt a panel data approach in investigating the interrelationships in this study. The authors employ different econometrics approach to test the authors' hypotheses.

The findings reveal that acquiring companies engage more in AEM if compared to REM. In terms of ownership structure, institutional ownership and state ownership mitigate the engagement in REM, whereas foreign ownership is found to be an ineffective mechanism in reducing engagement in REM. The authors report similar findings on ownership structure for AEM. The authors also find that the GCC firms engage more in REM when the firms engage in AEM, suggesting a complementary relation between these two earnings management techniques. These findings are robust after controlling for different aspects including any endogeneity issue in the authors' models.

The authors' research highlights the importance of understanding REM and AEM dynamics in GCC context. Also, the authors' findings on ownership structure suggest that GCC-listed firms can gain from institutional and state ownership which restricts earnings management, improving firm transparency and subsequently impacting firm performance.

This study aims to explore how earnings management techniques are affected by corporate financial debt risk (FDR), internal control (IC) effectiveness and CEO education.

The study uses a sample from listed firms in China from 2010 to 2017, comprising different industries, including agriculture, forestry, livestock farming and fishing; mining; manufacturing; electric power, gas and water production and supply; construction; transport and storage; information technology; the real estate industry; social services; and communication and cultural. The regression analysis is used to test the hypotheses. The two-stage least squares technique is used to check for endogeneity issues.

The study finds that firms are less likely to manage real earnings when they have more robust IC and FDR. Likewise, companies with weak ICs are more likely to manipulate real earnings. Besides, the study finds an influence of CEO education on the relationship between IC, FDR and real earnings management (REM). These results can be applied to the sectors in the sample covered by the research, and the authors do not overlook the energy industry sector for the importance of its role in the economy.

There are some limitations for the researcher when performing any research, and this study is no exception. Researchers are urged to take these circumstances into consideration when generalizing or comparing the results because the methods used to calculate the measurement variables in each study may differ somewhat from those used in other research. In addition, expanding the current research design to incorporate additional nations may be an area of interest for future research and could aid in evaluating the effects of nation-specific elements (such as inflation, culture, legal systems and political considerations) on the usefulness of IC and decreasing FDR. Second, the current study focuses on the impact of IC and FDR on REM; this paper does not dissect the “black box” of IC and consider how each element affects earnings management. Future research may need to focus specifically on how effective IC would affect earnings management and precisely what IC mechanisms would discourage the management of earnings.

Helping companies listed in China to make decisions and improve investors’ vision of the results of real companies’ businesses, as well as helping management to avoid falling into debt risk and the consequent effects and manipulation of earnings.

By highlighting the significance of IC and debt risk in enhancing information quality in China, the results contribute to the body of work examining the relationship between IC, FDR and REM. In addition, this study uses a CEO’s education to moderate this link.

The purpose of this study is to examine how lenders alter their behavior when faced with real earnings management.

This study uses the incremental R-square approach as in Kim and Kross (2005) to examine how much lenders rely on income statement and balance sheet ratios as the degree of real earnings management increases.

As real earnings management affects mostly the income statement, the authors find that lenders rely less on income statement ratios in making credit decisions in the presence of real earnings management. The authors also find that lenders do not alter their reliance on balance sheet ratios when faced with real earnings management.

This paper is the first to study how lenders alter their reliance on financial statements in making credit decisions in the presence of real earnings management. The findings of this paper could help the regulators set standards to improve the usefulness of financial statements. The findings of this paper could also help practitioners (borrowers and lenders) understand how real earnings management affects credit decisions.

This study aims to see the moderating effect of board diversity on the relationship between ownership structure and real earnings management.

This study uses unbalanced panel data of 75 listed energy firms (346 firm-year observations) from three South Asian emerging economies (Bangladesh, India, and Pakistan) from 2015 to 2019. The two-step system GMM estimation is used for data analysis. This study also uses fixed effect regression to obtain robust findings.

The findings show that firms with a greater ownership concentration and managerial ownership significantly reduce real earnings management. In contrast, the data refute the idea that institutional and foreign ownership affect real earnings management. We also find that board diversity interacts significantly with ownership concentration and managerial ownership, meaning that board diversity moderates the negative link of the primary relationship that reduces real earnings management. On the other hand, board diversity has no interaction with institutional and foreign ownership, implying no moderating effect exists on the primary relationship.

To the best of the authors’ knowledge, this is unique research investigating how different ownership structures affect real earnings management in the emerging nations’ energy sector, which the earlier studies overlook. More specifically, this research focuses on how board diversity moderates the relationships between ownership structure and real earnings management, which could be helpful for future investors.

This study aims to examine the influence of related party transactions (RPTs), political connection (POLCON), board of directors (BOD), institutional ownership (IO), information asymmetry, audit quality (AQ), and leverage (LEV) on real earnings management (REM). The company used in this research is manufacturing companies listed on the Indonesian Stock Exchange from 2017 to 2019. The number of research samples is 192 firm years data. This study shows that RPTs, POLCON, IA, and LEV affect REM. In contrast, the BOD, IO, and AQ do not affect REM.