世界経済・社会統計 = World development indicators

1. Introduction and Overview. 2. Detecting Influential Observations and Outliers. 3. Detecting and Assessing Collinearity. 4. Applications and Remedies. 5. Research Issues and Directions for Extensions. Bibliography. Author Index. Subject Index.

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

The author systematically examines one of the important issues of information — establishing the market price. He introduces the concept of «search» — where a buyer wanting to get a better price, is forced to question sellers. The article deals with various aspects of finding the necessary information.

Economics of Information

This study examines the relation between audit quality and earnings management. Consistent with prior research, we treat audit quality as a dichotomous variable and assume that Big Six auditors are of higher quality than non-Big Six auditors. Earnings management is captured by discretionary accruals that are estimated using a cross-sectional version of the Jones 1991 model. Prior literature suggests that auditors are more likely to object to management's accounting choices that increase earnings (as opposed to decrease earnings) and that auditors are more likely to be sued when they are associated with financial statements that overstate earnings (as compared to understate earnings). Therefore, we hypothesize that clients of non-Big Six auditors report discretionary accruals that increase income relatively more than the discretionary accruals reported by clients of Big Six auditors. This hypothesis is supported by evidence from a sample of 10,379 Big Six and 2,179 non-Big Six firm years. Specifically, clients of non-Big Six auditors report discretionary accruals that are, on average, 1.5-2.1 percent of total assets higher than the discretionary accruals reported by clients of Big Six auditors. Also, consistent with earnings management, we find that the mean and median of the absolute value of discretionary accruals are greater for firms with non-Big Six auditors. This result also indicates that lower audit quality is associated with more “accounting flexibility”.

The Effect of Audit Quality on Earnings Management

Takes as its departure point the criticism of Guthrie and Parker by Arnold and the Tinker et al. critique of Gray et al. Following an extensive review of the corporate social reporting literature, its major theoretical preoccupations and empirical conclusions, attempts to re‐examine the theoretical tensions that exist between “classical” political economy interpretations of social disclosure and those from more “bourgeois” perspectives. Argues that political economy, legitimacy theory and stakeholder theory need not be competitor theories but may, if analysed appropriately, be seen as alternative and mutually enriching theories from alternative levels of resolution. Offers evidence from 13 years of social disclosure by UK companies and attempts to interpret this from different levels of resolution. There is little doubt that social disclosure practice has changed dramatically in the period. The theoretical perspectives prove to offer different, but mutually enhancing, interpretations of these phenomena.

Corporate social and environmental reporting

Auditor brand name reputations and industry specializations

This study investigates if the use of a Big 6 auditor is increasing in the firm's endogenous propensity to generate accruals. High‐accrual firms have greater scope for aggressive and/or opportunist...

The Role of Big 6 Auditors in the Credible Reporting of Accruals

Does size matter? The influence of large clients on office-level auditor reporting decisions

This study explains the challenges associated with the Heckman (1979) procedure to control for selection bias, assesses the quality of its application in accounting research, and offers guidance for better implementation of selection models. A survey of 75 recent accounting articles in leading journals reveals that many researchers implement the technique in a mechanical way with relatively little appreciation of important econometric issues and problems surrounding its use. Using empirical examples motivated by prior research, we illustrate that selection models are fragile and can yield quite literally any possible outcome in response to fairly minor changes in model specification. We conclude with guidance on how researchers can better implement selection models that will provide more convincing evidence on potential selection bias, including the need to justify model specifications and careful sensitivity analyses with respect to robustness and multicollinearity. Data Availability: Data used...

Selection models in accounting research

This paper reviews empirical research over the past 25 years, mainly from the United States, in order to assess what we currently know about audit quality with respect to publicly listed companies. The evidence indicates that outright audit failure rates are infrequent, far less than 1% annually, and audit fees are quite small, less than 0.1% of aggregate client sales. This suggests there may be an acceptable level of audit quality at a relatively low cost. There is also evidence of voluntary differential audit quality (above the legal minimum) along a number of dimensions such as firm size, industry specialization, office characteristics, and cross-country differences in legal systems and auditor liability exposure. The evidence is very positive although there is some indication that audit quality may have declined in the 1990s, in which case there could be merit in recent reforms such as the Sarbanes-Oxley Act of 2002 in the US. However, we do not know from research the optimal level of audit quality and therefore whether we currently have ‘too little’ or ‘too much’ auditing? Despite this lacuna we are entering an era of more mandated auditing in response to high-profile corporate governance failures including the Enron–Andersen affair. Finally, while recent reforms have scaled back the scope of non-audit services due to independence concerns, a case can be made that audit quality will always be somewhat suspect if other services are provided that are perceived to potentially compromise the auditor's objectivity and skepticism. For this reason public confidence in audit quality may be increased by proscribing all non-audit services for audit clients. Recommendations are also proposed with respect to legal liability reform and changes in partner compensation arrangements.

/pdf/what-do-we-know-about-audit-quality-56jdk4zn3n.pdf

Jere R. Francis

Papers

Auditor brand name reputations and industry specializations

The Role of Big 6 Auditors in the Credible Reporting of Accruals

Does size matter? The influence of large clients on office-level auditor reporting decisions

Selection models in accounting research

What do we know about audit quality