Non-GAAP earnings quality in firms with data breach incident

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Dongfang Nie ◽  
Chunhao Xu
Keyword(s):  
Earnings Quality ◽  
Earnings Forecasts ◽  
Massive Data ◽  
Privacy Rights ◽  
Linear Regression Models ◽  
Data Breach ◽  
Content Type ◽  
Financial Status ◽  
Earnings Targets

PurposeAfter the massive data breach incident in 2017, Equifax voluntarily disclosed non-GAAP earnings that beat earnings targets by eliminating breach-related charges and used non-GAAP metrics to determine its executives' compensations. However, it is unclear whether its non-GAAP earnings exclusions and the use of non-GAAP earnings in compensation plans are justified. The purpose of this study is to examine non-GAAP earnings quality in firms with data breach incidents.Design/methodology/approachThe authors identified data breach firms from incidents reported in Privacy Rights Clearinghouse (privacyrights.org) during the period 2004–2017. The authors separate the victim firms into six groups based on financial status and non-GAAP earnings disclosure. Quarterly manager non-GAAP earnings per share data is retrieved from the database created by Bentley et al. (2018). Ordinary linear regression models are used in this study to test the authors’ hypothesis.FindingsThe authors find that, in general, the informativeness of non-GAAP earnings is higher than that of GAAP earnings in data breach firms. However, non-GAAP earnings quality vary in data breach firms with different financial health status. The quality of non-GAAP earnings in loss firms with data breach is higher than those in profit firms. Loss converters (i.e. data breach firms with negative GAAP earnings but positive non-GAAP earnings) disclose low quality non-GAAP earnings, which is different from the findings in prior studies.Practical implicationsThe findings are particularly useful to analysts who want to make accurate earnings forecasts of data breach firms by incorporating managers' non-GAAP earnings disclosures.Originality/valueThe authors are among the first to comprehensively analyze the quality of non-GAAP earnings in firms with data breaches. The findings in this study address the analysts' concern that data breach firms use non-GAAP earnings metrics to determine executives' compensation after the massive data breach incidents. Next, the authors provide evidence that the financial status of data breach firms affects the quality of non-GAAP earnings.

The impact of the global economic crisis of 2008 on earnings quality in Mexico

2019 ◽  
Vol 9 (3) ◽  
pp. 407-421
Author(s):  
Jose Miranda-Lopez ◽  
Ivan Valdovinos-Hernandez
Keyword(s):  
Earnings Management ◽  
Economic Crisis ◽  
Earnings Quality ◽  
Accounting Standards ◽  
Previous Literature ◽  
Income Smoothing ◽  
Accounting Quality ◽  
Content Type ◽  
Global Economic Crisis

Purpose The purpose of this paper is to examine the earnings quality of companies listed on Mexico’s primary stock market, the Bolsa Mexicana de Valores (Bolsa) before and during the global economic crisis of 2008. Previous research has shown that these economic events can have potentially conflicting effects on the quality of earnings of listed companies in capital markets around the world. Design/methodology/approach This paper operationalizes earnings quality based on earnings management. Therefore, four constructs to proxy for earnings quality are developed from previous literature, and multiple regression analysis along with tests of differences across two time periods, 2005–2007 and 2008–2010, are used to determine if there is a significant change in the accounting quality of companies listed on the Bolsa before and after the start of the global economic crisis. Findings Results indicate a statistically significant decrease of earnings quality on three out of the four constructs used to proxy for earnings management. There is only one construct in this category that shows a significant increase of earnings quality. Research limitations/implications There are different number of constructs and methodologies used to test for earnings quality. This study draws on four different constructs on two dimensions of earnings quality from previous literature, but other methodologies and constructs can potentially be used as well, such as discretionary accruals. Furthermore, there is a chance that there can be confounding factors affecting the results of this study besides the effects of the global economic crisis. Finally, the sample used in this study comprises non-financial public companies listed on the Bolsa, which can affect the generalization of the results to countries other than Mexico. Practical implications The results of this study can be of interest to Mexican and foreign investors, standard setters and regulators of the Bolsa, as the results show a strong incentive to manage companies’ earnings using income smoothing in an emerging economy during an economic crisis even after converging to a higher-quality set of accounting standards. Results can also be of interests to investors and regulators in other Latin-American countries with economies similar to that of Mexico. Originality/value This is the first study to test the quality of earnings of Mexican companies before and during the global economic crisis of 2008. Thus, this study contributes to the accounting quality literature by offering evidence showing a significant increase of income smoothing during the global economic crisis for companies listed in a developing economy with a relevant history of economic crises, even when these companies were using recently converged, higher-quality accounting standards.

Financial support systems: the student experience in England and France

2005 ◽  
Vol 32 (1/2) ◽  
pp. 121-132 ◽  
Author(s):  
Susan Curtis ◽  
Rita Klapper
Keyword(s):  
Design Methodology ◽  
Financial Burden ◽  
Content Type ◽  
Financial Status ◽  
Financial Difficulties ◽  
University Life ◽  
The Uk ◽  
English Students ◽  
Practical Implications

PurposeTo investigate how the financial status of students in England and France affects their experience of university life.Design/methodology/approachA questionnaire survey was carried out among undergraduates in two countries. There were 168 responses from students studying at a French university and 325 responses from students studying at an English university.FindingsThe financial burden in France rests with parents, while in England students are largely responsible for their own funding. Indicators suggest that English students may be suffering from financial difficulties. Students continue the tradition of enjoying themselves and socialising, whatever their nationality and financial status.Research limitations/implicationsThe comparison made was not between institutions of equal status. The Institut de Formation Internationale in Rouen is part of a Grande Ecole group which is private, and may attract students from higher income families. The students at Manchester Metropolitan University Cheshire study in a rural locale (the towns of Crewe and Alsager in south Cheshire), which is unusual for a UK university and it may well be that a lower proportion of these undergraduates come from higher income families than the French students.Practical implicationsWhile it would seem to be more equitable and economically efficient for individuals to pay directly for services they receive, rather than those services being funded by higher tax, this study highlights certain problems. The quality of the educational experience for English students may be reduced by their continuing to live at home with parents and carrying out low level work while studying.Originality/valueNo other research appears to have been carried out in the UK or in France on this topic.

Choice of governance structure and earnings quality

2016 ◽  
Vol 29 (4) ◽  
pp. 372-390 ◽  
Author(s):  
Pamela Kent ◽  
Richard Anthony Kent ◽  
James Routledge ◽  
Jenny Stewart
Keyword(s):  
Cluster Analysis ◽  
Corporate Governance ◽  
Firm Size ◽  
Design Methodology ◽  
Best Practice ◽  
Earnings Quality ◽  
Governance Structure ◽  
Governance Mechanisms ◽  
Content Type

Purpose The purpose of this paper is to examine the effectiveness of voluntary governance mechanisms in Australia. Design/methodology/approach This study identifies similar choices of corporate governance by Australian firms and tests the effectiveness of the choices made based on the earnings quality of reported firms. Cluster analysis is conducted using governance best practice variables, firm size and an earnings quality variable. Findings This paper’s results support the voluntary governance approach for smaller firms, but suggest that mandatory governance requirements could be beneficial for larger firms. Evidence suggests that a benefit accrues for larger firms with the adoption of governance best practice. Cluster analysis indicates that larger firms tend to exhibit higher levels of adoption of governance best practice than smaller firms. Originality/value This paper adds to the literature by providing important information regarding the suitability of adoption of voluntary governance mechanisms in Australia.

Transaction-based lending and accrual quality

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Stephen Gray ◽  
Arjan Premti
Keyword(s):  
Earnings Quality ◽  
Financial Statements ◽  
Financial Statement ◽  
Cost Of Debt ◽  
Accrual Quality ◽  
Content Type ◽  
Income Statement ◽  
Prior Literature ◽  
The Cost

PurposeThis study examines how lenders modify their behavior and their use of traditional, transaction-based lending models in credit decisions when faced with low earnings quality.Design/methodology/approachTo measure the earnings quality, following Bharath, Sunder and Sunder (2008), the authors use three measures of accrual quality and combine them into a simple parsimonious measure of accrual quality. Subsequently, the authors apply the incremental R-square approach used by Kim and Kross (2005) to determine the degree to which lenders modify their reliance on financial statement ratios when faced with low accrual quality.FindingsConsistent with prior literature, this study shows that the cost of debt is higher when accrual quality is low. In addition, this study extends prior literature by showing that lenders decrease their reliance on income statement data to make credit decisions as accrual quality decreases.Originality/valueThis paper broadens existing literature on the pricing of information risk in capital markets by being the first to show that lenders modify their reliance on financial statement data when faced with low-quality accruals. In addition, this paper extends the findings of Billings and Morton (2002) and demonstrates to managers the futility of using accrual manipulations to obtain more favorable credit terms. Lastly, this paper aids regulators and standard setters who seek to improve the usefulness of financial statements by showing that creditors do not appear to be misled by reporting choices that lower the quality of accruals.

The inhospitable vulnerability

2018 ◽  
Vol 9 (2) ◽  
pp. 223-234 ◽  
Author(s):  
Hsiangting Shatina Chen ◽  
Joseph Fiscus
Keyword(s):  
Information Security ◽  
Hospitality Industry ◽  
Future Research ◽  
Privacy Rights ◽  
Data Breach ◽  
Content Type ◽  
Call To Action ◽  
The Us ◽  
Conceptual Paper ◽  
The Impact

Purpose The purpose of this conceptual paper is to underline several issues related to cybersecurity in the hospitality industry; address the importance of evaluating cyber risks, vulnerabilities and capabilities; and provide suggestions for hospitality operators to minimize the damage that cyberattacks could cause. Future research addressing cyber threats is a call to action. Design/methodology/approach To understand the occurrence and the impact of information security, the researchers reviewed the previous research regarding information security and used the database from Privacy Rights Clearinghouse and collected 76 information security incidents in the US hospitality industry since 2006. Finding The increasing frequency of data breach incidents from 2006 to 2017 indicates that the issue of cybercrimes has become more critical in the hospitality industry. Originality/value This conceptual paper sheds light on the issues of cybersecurity in risk assessment and heightens the necessity of discussing data breach issues in future hospitality research.

scholarly journals Political connections and earnings quality

2016 ◽  
Vol 24 (4) ◽  
pp. 339-356 ◽  
Author(s):  
Iman Harymawan ◽  
John Nowland
Keyword(s):  
Design Methodology ◽  
Stock Exchange ◽  
Earnings Quality ◽  
Political Stability ◽  
Political Connections ◽  
Content Type ◽  
Government Effectiveness ◽  
Different Dimensions ◽  
Market Pressures

Purpose The purpose of this study is to investigate how the earnings quality of politically connected firms is affected by changes in political stability and government effectiveness in a developing country. Design/methodology/approach This study uses a sample of 2,073 firm-year observations from 349 firms listed on the Indonesian Stock Exchange from 2003 to 2012 to examine how political stability and government effectiveness affect the earnings quality of politically connected firms, relative to non-politically connected firms. A two-stage model is used to address self-selection issues in the choice of firms to establish political connections. Findings This study finds that increased government effectiveness reduces the benefits of political connections, requiring politically connected firms to be more responsive to market pressures and resulting in higher earnings quality. However, increased political stability enhances the certainty of benefits from political connections, reducing the need for politically connected firms to respond to market pressures and resulting in lower earnings quality. Research limitations/implications For policymakers, these results indicate that different dimensions of political and economic development can affect the incentives of firms with political connections in different ways. Originality/value This study finds that the earnings quality of politically connected firms increases as government effectiveness improves, but it decreases as the political environment becomes more stable.

Did Japanese-SOX have an impact on earnings management and earnings quality?

2015 ◽  
Vol 30 (4/5) ◽  
pp. 482-510 ◽  
Author(s):  
Masumi Nakashima ◽  
David A. Ziebart
Keyword(s):  
Corporate Governance ◽  
Earnings Management ◽  
Reporting System ◽  
Earnings Quality ◽  
Business Environment ◽  
Real Earnings Management ◽  
Material Weakness ◽  
Content Type ◽  
Accruals Management

Purpose – The purpose of this paper is to investigate whether Japanese Sarbanes – Oxley Act (J-SOX) impacted earnings management and earnings quality of public firms in Japan. Design/methodology/approach – This archival study compares earnings management and earnings quality of firms that disclose at least one material weakness with a sample matched on size and industry without a material weakness. Findings – The authors investigate whether the differences in regulations, corporate governance and regulatory environment acceptance influence earnings management and earnings management of Japanese listed firms, relative to findings in the USA. They found the Japanese results to be slightly different from the results found in previous USA studies. First, the time-series observations suggest that while accruals management and real earnings management remained unchanged for control firms, accruals management and real earnings management increased for material weaknesses disclosing firms following J-SOX. The regression analyses suggest that accruals management for both the groups is significant in the pre-and post-J-SOX periods, but that real earnings management declined for both the groups post-J-SOX. Second, while, both accruals quality and accuracy of cash flow predictions improved in the post-J-SOX period. Research limitations/implications – The sample of Japanese firms disclosing a material weakness is small because the number of firms that disclose internal control deficiencies is decreasing in Japan. The authors have no evidence that their results are not generalizable to a larger sample and leave this for future research. Practical implications – The authors provide evidence that J-SOX, which does not have a direct reporting system, does not constrain earnings management. Their results drive the regulator to reconsider whether the reporting system works in the Japanese business environment. Additionally, their results show that J-SOX has no effect on earnings management; thus, regulators need to reconsider the governance function of directors and internal auditors. This paper communicates to the world how J-SOX works in Japan through changes in earnings quality and management post J-SOX and the root problems. Originality/value – This paper is the first (of which the authors are aware) to examine whether J-SOX impacted both earnings management and earnings quality in Japan. This paper discusses how the differences in regulations and corporate governance as well as the differences between USA-SOX and J-SOX may explain the results observed in Japan. This paper provides results regarding whether J-SOX improved earnings quality.

The quality of reported numbers by the management

2014 ◽  
Vol 21 (3) ◽  
pp. 355-376 ◽  
Author(s):  
Sandeep Goel
Keyword(s):  
Private Sector ◽  
Earnings Management ◽  
Earnings Quality ◽  
Quality Measurement ◽  
Research Approach ◽  
Profit Model ◽  
Content Type ◽  
Creative Accounting ◽  
Measurement Tools

Purpose – The present article aims to test the fairness of reported numbers by the management and examine the magnitude of earnings management in Indian corporate enterprises by testing the Beneish profit model. This paper contributes by further verifying the results of the Beneish model by applying the concept of “quality of earnings and revenue” to the sample units. Quality of reported numbers by the management has always been a concern for a common shareholder on account of the underlying proposition of earnings management. There are numerous models available to test the quality of these numbers, i.e. presence of earnings management. Most of these models are accrual based which have been subject to significant criticism due to estimate-based approach. The Beneish profit model, which combines accruals and financial ratios and/or indexes, is one such alternative to the accruals approach. Design/methodology/approach – A “case-based” research approach has been followed here for analyzing Indian corporate enterprises on select basis. The Beneish profit model, developed specifically for testing earnings quality and detecting earnings management, has been used in the present study. The data analysis has been well supported by “quality measurement tools”. Findings – An examination of the units shows the need for improvement in the quality of earnings in the sample units, and there is a presence of earnings management in them. Research limitations/implications – The present study could be confined to only top 12 profit-making corporate enterprises in the private sector in India, leaving all other enterprises due to data non-availability. Of 25 enterprises, there were public sector undertakings too which had to be excluded. Practical implications – The present study was confined to only 12 profit-making corporate enterprises in the private sector due to sampling requirements; the scope of the units can be extended to other units in diverse sectors with different size and scale of operations. It would further verify the present discussion and also provide future enlightenment on the issue of earnings management. Originality/value – It is an original article which explores creative accounting practices for better shareholders’ interest.

Data breach trends in the United States

2015 ◽  
Vol 22 (2) ◽  
pp. 242-260 ◽  
Author(s):  
Robert E. Holtfreter ◽  
Adrian Harrington
Keyword(s):  
Nonprofit Organizations ◽  
Personal Information ◽  
The United States ◽  
Annual Number ◽  
Privacy Rights ◽  
Data Breach ◽  
Content Type ◽  
Data Breaches ◽  
The Usa ◽  
Consumer Advocate

Purpose – The main purpose of this paper is to analyze the trends of various types of data breaches and their compromised records in the USA using a new model recently developed by the authors. Design/methodology/approach – The 2,280 data breaches and over 512 million related compromised records tracked by the Privacy Rights Clearinghouse from 2005 through 2010 were analyzed and classified into four external, five internal and one non-traceable data breach categories, after which trends were determined for each. Findings – The findings indicate that although the trends for the annual number of data breaches and each of the internal and external categories and their related compromised records have increased over the six-year period, the changes have not been consistent from year to year. Practical implications – By classifying data breaches into internal and external categories with the use of this new data breach model provides an excellent methodological framework for organizations to use to develop more workable strategies for safeguarding personal information of consumers, clients, employees and other entities. Originality/value – The topic of data breaches remains salient to profit and nonprofit organizations, researchers, legislators, as well as criminal justice practitioners and consumer advocate groups.

Gender diversity, financial expertise and its effects on accounting quality

2017 ◽  
Vol 55 (2) ◽  
pp. 347-382 ◽  
Author(s):  
Isabel-Maria García-Sánchez ◽  
Jennifer Martínez-Ferrero ◽  
Emma García-Meca
Keyword(s):  
Earnings Quality ◽  
Investor Protection ◽  
Gender Diversity ◽  
Accounting Conservatism ◽  
Accounting Quality ◽  
Content Type ◽  
Board Characteristics ◽  
Financial Expertise

Purpose The purpose of this paper is to analyze whether gender diversity on board and financial expertise on audit committee affect accounting conservatism in banking sector. Additionally, the authors focus on the effects of board characteristics on bank earnings quality and examine their effects on earnings persistence. Design/methodology/approach The authors use a large sample of 159 banks from nine different countries from the period 2004-2010. The authors study whether the differences in the timeliness of earnings to bad news and earnings quality across governance structures of banks are driven by differences across investor protection and bank regulation levels in banks. Findings The findings confirm the monitoring role of both female and financial experts, noting a positive effect of them on accounting conservatism and earnings quality in banks. According to the institutional characteristics, the results suggest the complementary role of banking regulation and investor protection levels in these effects, noting that in contexts of higher regulatory and greater investor protection environments, gender diversity and financial expertise on boards have more influence on the conservatism and earnings quality of banks. Originality/value The authors contribute to both the accounting quality literature and the corporate governance literature by identifying board characteristics that are associated with higher conservatism and quality of earnings in banks around the world. In addition, this study also contributes to the ethics literature by highlighting the benefits of gender diversity and financial expertise in upholding the integrity of financial reporting. Moreover, this paper adds to prior literature about board of directors and accounting quality by identifying additional complementary factors – bank regulation and investor protection – and by focusing on a specific industry, the banking industry.

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