Earnings Management and the Accrual Anomaly: Evidence from China

Using the unique Chinese setting in which the “delisting regulation” is based on accounting numbers, we separate earnings management into (1) earnings management responding to regulation and (2) earnings management prompted by market pressures and further document that earnings management responding to market pressures produces the accrual anomaly (Sloan, 1996) and earnings management responding to regulation does not. Initially unable to detect the accrual anomaly in China's stock market, we were reluctant to conclude that China's market is more efficient than that in the United States. After observing a disproportionate number of “big‐bath” loss firm‐years in the lowest decile of accruals for our sample, we estimated the apparent earnings distortion induced by the delisting regulation. When we excluded this distortion from our analysis, we documented the presence of the accrual anomaly in China's stock market. We conclude that the delisting regulation creates an artificial distribution of firm earnings in China that affects the market pricing of accruals and masks the accrual anomaly. The results have implications for policy makers and regulators in general, and those in emerging markets in particular.     

Real and Accrual‐Based Earnings Management in the Pre‐ and Post‐IFRS Periods: Evidence from China

The purpose of this study is to investigate the prevalence of both accrual‐ and activities‐based earnings management for Chinese A‐share firms surrounding the adoption of substantially IFRS‐convergent accounting standards. Since 2007, all listed A‐share firms in China have been required to comply with a new set of accounting standards that have substantially conformed to IFRS. The new reform also produced a set of new auditing standards and internal control reporting requirements. Based on a sample of 4,050 firm‐year observations from 2002 to 2011, we find that Chinese firms in the post‐IFRS period (2007–2011) are less likely to engage in accrual‐based earnings management. The magnitude of discretionary accruals also declines after IFRS adoption. In response, we see firms turning to real activities manipulation as a substitute for upward earnings management. The reduction in accrual‐based earnings management could stem from higher quality accounting standards associated with IFRS adoption and/or concurrent changes in the governance regimes introduced with the IFRS mandate. A further analysis, however, indicates that the benefits of IFRS adoption in curbing upward accrual‐based earnings manipulation are not evenly distributed across firms. Specifically, the benefit diminishes for firms that are controlled by Chinese central or local governments, are located in less developed regions, and that have weak financial performance and therefore subject to delisting status. We also find that the benefit is less pronounced for manufacturing firms than for their non‐manufacturing counterparts.     

Earnings Management Vehicles for Korean Firms

We investigated the vehicles that Korean firms use when the firms manage earnings. We partitioned our sample into low, mid and high accrual sub‐samples based on discretionary accruals. Low accrual firms are defined as income‐decreasing firms whereas the high accrual firms are considered income increasing firms in this study. We decomposed accounting earnings into cash from operations and various components of accruals in a systematic way. Next we examined the types of accruals individual firms use when the respective firms increase reported earnings. The empirical results of the study indicate that there are clear discrepancies in the earnings management vehicles firm use when the firms manage earnings depending on the directions of earnings management. More specifically, income‐increasing firms frequently employ non‐cash revenues including asset‐disposal gains. Income‐decreasing firms employ non‐cash expenses including bad‐debt expenses and asset‐disposal losses. Firms also tend to use current accruals but to a limited extent as current accruals entail cash flow implications in the following years.     

Considering interrelationships in strategic decisions

Accounting-based valuation studies of US firms tend to support Ohlson's proposition that residual income and book value numbers have information content in explaining observed market values. But European evidence also suggests that the conservative/liberal orientation of accounting tradition can produce significant national differences in associations between accounting performance measures and stock prices - in earnings behaviour, coefficient values and parameter sensitivity. We address these issues from an equity valuation perspective using Swedish data to assess the additional information content of Ohlson's information dynamics and analysts' forecasts in relation to market valuations in a more conservative accounting environment than the US. The study compares the explanatory and predictive power of Ohlson's (1995) residual income model (RIV) with a linear information dynamics version (LIM) that specifies both residual income and non-accounting information as autoregressive processes. Both versions are applied with, and without, future performance expectations from non-accounting sources (analysts' forecasts). As with US evidence, we find that the inclusion of analysts' forecasts improves both (i) cross-sectional correlations with current prices for both RIV and LIM models and (ii) the predictive power of RIV models in relation to future annual cross-sectional stock returns. The contribution of linear information dynamics is significant but varies across approaches. We also find significant differences between Swedish and US firms in earnings behaviour and associations between accounting numbers and market equity prices.     

资产减值与会计盈余稳健性的实证分析

本文考察了我国近年来资产减值会计制度的变迁对会计盈余稳健性造成的影响。研究发现,尽管存在较大的盈余管理空间,但我国资产减值会计制度的不断强化促进了更加稳健的会计盈余,并且盈利公司会计盈余的稳健程度高于亏损公司。表明资产减值会计制度的改革在提高会计信息质量方面是有效率的。     

An Examination of the Naïve‐Investor Hypothesis in Accruals Mispricing in Tunisian Firms

This study extends previous studies on accrual anomaly to investigate the emerging market's mispricing of accruals. Using Mishkin (1983) test, hedge portfolio test and Fama and MacBeth (1973) regression, we test whether the Tunisian Stock Exchange price rationally reflects the 1‐year ahead earnings implications of its earnings components. We find that earnings and their cash flow and accrual components are not rationally priced by the market. Additionally, this paper examines the role of sophistication investors in the pricing of earnings and their components. Our results show that accruals for firms with higher level of institutional ownership are not mispriced, while accruals for firms with lower institutional ownership are overpriced significantly by the market.     

Why More Forward-Looking Accounting Standards Can Reduce Financial Reporting Quality

A premise of standard setters and of much empirical research is that improving the quality of accounting standards and their implementation increases information in capital markets. This paper challenges this premise and shows that there are situations in which ‘better’, that is, more forward-looking, accounting standards reduce the information content of financial reports. The reason is that a forward-looking accounting standard affects the smoothness of reported earnings, which can conflict with the manager's smoothing incentive and her willingness to incorporate private information in the financial report. Although the manager could eliminate the effect by earnings management, it is too costly to do so. As a consequence, the capital market's ability to infer the financial and nonfinancial information in reported earnings declines. This finding should increase the awareness that an ‘improvement’ in accounting standards, without considering incentives and other information residing in firms, can adversely affect the quality of financial reporting.     

Ownership Structure and Accounting Information Content: Evidence from France

This paper investigates how family and bank ownership affect the accounting information content of French firms. In Continental Europe, the existence of block‐holders triggers specific corporate governance issues, including the transparency of financial reporting. Our test results for the clean surplus model show that book value carries a significantly greater weight for family‐controlled firms. This finding is attributed to their lack of incentive to report timely and relevant earnings to outside (minority) investors. In contrast, bank owners are under more market pressure to achieve earnings persistence through the use of accounting accruals. Bank ownership is also associated with higher levels of debt. These results are consistent with findings that in code law countries, insiders dominate as a source of finance, and financial reporting is aimed at creditor protection.     

National culture and the revenue-expense matching

Prior studies on the link between country-level cultural aspects and firms' arbitrary accounting practices are scant, and they show mixed results. To gain more insight about the impact of national culture on earnings characteristics, we exploit the matching concept between revenues and expenses, which well reflects managerial estimation and discretion in earnings quality. Using a large sample of 57 countries over the period 1989–2012, we find that (1) the economic association between revenues and expenses becomes stronger in firms from collectivistic and high uncertainty-avoidant countries, (2) the impact of these dimensions of national culture on the matching is more salient for firms from countries characterized by a higher level of accrual accounting, a greater proportion of special-items, and limited openness, and (3) the cultural impact on matching is mainly driven by the correlation between revenue and discretionary expense (i.e., selling, general, and administrative expense). These findings are consistent with the view that national culture plays an informal governance role to influence firms' discretionary accounting choices.     

A cross‐country study on the relationship between financial development and earnings management

This study investigates whether a country's level of financial development is associated with earnings management in an international setting. Financial development is likely to heighten the monitoring and scrutiny of accounting numbers because of strengthened investor protection laws and regulations as well as sophisticated market participants. Therefore, we first hypothesize that both accrual‐based and real earnings management decrease with greater financial development. However, research shows that managers tend to apply real earnings management, instead of accrual‐based earnings management, under strict accounting standards, regulations, and close auditor scrutiny. Thus, we explore the alternative hypothesis that accrual‐based earnings management decreases but real earnings management increases along with higher financial development. We examine the relationship between financial development and both types of earnings management using 56,830 observations in 37 countries covering the period 2009–2012. The results indicate that both types of earnings management are more restrained under higher levels of financial development.     

IFRS的强制趋同、盈余动机与应计及真实盈余操纵

本文运用我国2005年至2008年A股市场的数据,实证研究了新会计准则的实施、盈余动机与应计及真实盈余管理的关系。结果发现:与国际财务报告准则趋同的新准则强制实施以后,公司的应计盈余管理空间扩大了,公司的真实盈余管理也明显地增加了,其中应计盈余管理空间的扩大可能是由于会计稳健的结果;公司为满足盈余管理的各种动机需要,会灵活地同时使用应计与真实盈余管理来协调互补地达到恰当调节利润的目的;除了股票增发(Zengfa)动机以外,其余各种动机在一定程度上都利用了新会计准则的强制实施来进行应计或各种真实盈余管理,以达到操纵利润的目的。     

IFRS的强制趋同、盈余动机与应计及真实盈余操纵

本文运用我国2005年至2008年A股市场的数据,实证研究了新会计准则的实施、盈余动机与应计及真实盈余管理的关系。结果发现:与国际财务报告准则趋同的新准则强制实施以后,公司的应计盈余管理空间扩大了,公司的真实盈余管理也明显地增加了,其中应计盈余管理空间的扩大可能是由于会计稳健的结果;公司为满足盈余管理的各种动机需要,会灵活地同时使用应计与真实盈余管理来协调互补地达到恰当调节利润的目的;除了股票增发(Zengfa)动机以外,其余各种动机在一定程度上都利用了新会计准则的强制实施来进行应计或各种真实盈余管理,以达到操纵利润的目的。     

Camouflaged Indicators of Earnings Management†

Abstract

We argue that, in response to increased scrutiny and greater attention to accruals versus sales, firms become more likely to engage in accrual conversion (AC) cash management aimed at aligning cash and accruals with earnings and sales (e.g. by factoring of receivables). In doing so, they reduce the statistical power of standard indicators of accrual-based earnings management – in effect, camouflaging their earnings management activity. This proposition is of interest because many influential papers on earnings management have utilized accrual-based indicators to reach their conclusions. Our results indicate that firms indeed became more likely to engage in AC cash management after the passage of the Sarbanes-Oxley Act (SOX), and that this tendency was particularly pronounced among firms with strong incentives (or enhanced ability) to perform and hide earnings management. In particular, our findings suggest that the post-SOX decrease in standard measurements of accrual-based earnings management, identified in prior research, is partially attributable to firms’ increased engagement in AC cash management activity.     

Environmental management accounting in Europe: current practice and future potential

Abstract

We examine the impact of managerial financial reporting incentives on accounting quality changes around International Financial Reporting Standards (IFRS) adoption. A novel feature of our single-country setting based on Germany is that voluntary IFRS adoption was allowed and common before IFRS became mandatory. We exploit the revealed preferences in the choice to (not) adopt IFRS voluntarily to determine whether the management of individual firms had incentives to adopt IFRS. For comparability with previous studies, we assess accounting quality through multiple constructs such as earnings management, timely loss recognition, and value relevance. While most existing literature documents accounting quality improvements following IFRS adoption, we find that improvements are confined to firms with incentives to adopt, that is, voluntary adopters. We also find that firms that resist IFRS adoption have closer connections with banks and inside shareholders, consistent with lower incentives for more comprehensive accounting standards. The overall results indicate that reporting incentives dominate accounting standards in determining accounting quality. We conclude that it is unwarranted to infer from evidence on accounting quality changes around voluntary adoption that IFRS per se improves accounting quality.     

会计盈余及时性特征与公司治理机制内生实证研究

本文通过考查深圳和上海证券交易所中的657家上市公司的治理机制代理变量,与会计盈余及时性指标之间截面数据相关关系,探讨治理机制是否随会计盈余及时性而变化。结果发现:董事对高成本信息收集和整理的需求与会计系统信息的有用性是倒数关系,外部股东对高成本信息收集和整理的需求与会计系统信息的有用性成正比;会计系统信息有用性的重要决定因素是解释股权价值现时变化的程度;以高成本的监督活动为特点的特殊治理结构是股东和董事对高成本信息收集和整理需求的反映。研究结果为进一步对会计的其他经济影响和后果研究提供启示。     

An Investigation of Stock Price Declines Following Corporate Financing Events: Further Evidence

Prior research documents a large downward drift in stock prices following issuances of debt and equity by US firms. We conduct tests based on both stock price and trading volume to provide evidence on the reasons for this apparent market anomaly. We document evidence of earnings management through accruals prior to external financing and lower operating performance afterward that is associated with the amount of capital raised. The earnings management that precedes external financing and the amount of capital raised are associated with both the post-financing decline in stock price and trading volume around earnings announcements that follow for a period of three years. This evidence is consistent with the proposition that firms raise external capital prior to predictable declines in their operating performance and they release upward biased earnings before these events to manage investor expectations. The failure of many investors to incorporate this information into their trading decisions in a timely manner consistent with limited attention and over-confidence appears to drive stock mispricing. Our evidence does not support the conjecture that the financing anomaly is primarily a statistical artifact or that it is a manifestation of the accrual anomaly.     

Market Implications of the Audit Quality and Auditor Switches: Evidence from China

Independent audits enhance the credibility of corporate financial reports and assist investors to make rational decisions in the capital market. Nonetheless, the utility of the auditing function depends upon the quality of audits, which is determined by the independence and expertise of auditors. Hence, auditor choice and switch will not only affect an audit's quality, but will also influence decisions made by investors and other market participants. The purpose of this paper is to investigate how investors respond to the quality of audits and auditor switches in the Chinese context. Empirical results show that the quality of an audit and switching to a larger auditor have a positive (negative) impact on earnings response coefficients (ERCs) for firms with positive (negative) abnormal earnings. In contrast, switching to a smaller auditor has a negative (positive) impact on ERCs for firms with positive (negative) abnormal earnings. These results suggest that large auditing firms (Top 10) in China are perceived as more effective for curbing income-increased earnings management, which leads to higher (lower) ERCs for clients with positive (negative) abnormal earnings. Firms' switching to a larger auditor may signal high-quality earnings. Therefore, investors more often increase stock prices when firms have positive abnormal earnings and less often depreciate prices for negative abnormal earnings. Similarly, switching to a smaller auditor may signal lower earning quality, resulting in opposite market responses. In general, the empirical evidence suggests that audit information is valued by the capital market in China. Large auditing firms have been able to product-differentiate themselves within the Chinese stock market.     

基于应计可靠性的资产负债表重构

通行的应计制会计下,应计项目的可靠程度可能是会计盈余信息是否真实的关键。区别于传统资产负债表按照流动性高低进行排列,在分析应计项目可靠性高低的基础上,按照可靠性的高低对资产负债表进行重构,使会计信息使用者可以更好地解读应计项目的可靠性及各类会计信息的真实性。     

公司战略与研发支出会计政策选择

利用2009—2015年中国A股非金融上市公司数据考察公司战略对研发活动中会计政策选择盈余管理的影响。研究发现：相比于采取防御型战略的上市公司,采取进攻型战略的上市公司更可能利用研发支出资本化进行盈余操纵。进一步的研究表明,在企业融资需求高、融资难度大时,激进的进攻型战略更可能导致上市公司利用会计政策进行盈余管理。在采用多种方式测试结果稳健性后,结论仍然成立。     

The ‘third hand’: Private sector consultants in public sector accounting change

Abstract

This paper explores the role of large private sector consulting firms in the promotion and implementation of public sector accrual accounting. By focusing on an early adopter of accrual accounting for its entire public sector, this research presents an analysis of the activities of large consulting firms in the process of a significant public sector accounting change. The role of consultants in the change is presented by analysing primary data extracted from archival sources and oral histories provided by a number of prominent actors classified as users of information (politicians), producers of information (bureaucrats) or accounting consultants. The role and impact of the consulting firms' actions can be better understood by applying concepts of non-coercive isomorphism and the interplay between self-interest and perceived public interest. The consulting firms are shown to have used phantom images to promote the case for accounting change. This was done with a zealous belief that bringing public sector accounting into line with private sector accounting was an inherently righteous objective.