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To develop theoretical frameworks to discuss high profile scandals, where responsible accountants and other executives could have saved themselves, many investors and others severe personal and financial loss by considering the costs of improper or immoral behavior. These cases emphasize the importance of ethics driving accountants' decisions.

The paper discusses these ethical lapses in light of applying Kohlberg's models, biblical examples from the Old and New Testaments and the Koran, and other ethical systems.

The paper shows that this concept is not new. Throughout history, people have taken actions that cost them their freedom, their money and most importantly, their good names. Upon reflection, many of these people are astounded at the seriousness of their action given what little they had to gain from continued involvement. In reinforcing lessons that should be learned from cases of business malfeasance and highlighting many well‐known accounting and other scandals, we develop recurrent themes in the nature of business scandals and show that many people are responsible for or complicit in the malfeasance. These individuals could have prevented the fraud or minimized any adverse impact if they had considered their behavior ex ante. We show that the employees portrayed demonstrated very low‐levels of ethical development and seemed to underestimate the probability of getting caught and the resulting punishment. We also elicit many reasons from several viewpoints for not becoming involved in fraud.

It is hoped that the next generation of business leaders and middle level staff alike will consider the results/messages of this paper when faced with ethical dilemmas.

The paper concludes that the best internal control in a business structure remains the hiring and training of morally upstanding employees and managers who recognize the values of their good names before temptations arise. Incentive plans can encourage ethical behavior.

Practitioners must consider fully the potential consequences of their actions no matter how small the perceived probability of a bad outcome.

The Pathways Commission on Accounting Higher Education Report (2012) recommends turning the accounting profession into a learned profession through the purposeful integration of accounting research, education and practice. This paper develops an approach to identifying and quantifying the specific dimensions of the gap between the accounting academic and practice communities, thereby contributing to moving the accounting profession to a learned profession. For this we focus on audit research, because the discussion of the perceived gap between audit research and audit practice is extensive; yet no one has actually quantified that gap to date. While researchers have classified and quantified audit research, no one has done likewise for publications issued by the practice community. We choose the 38 distinct recommendations in the Advisory Committee on the Auditing Profession (ACAP) Final Report as an initial benchmark. We compare those recommendations to the 16 audit research themes from Lesage and Wechtler (2012) and to the publications spanning 33 years of audit research posted on the American Accounting Association website. Eight Lesage and Wechtler themes, comprising 50% of the themes, were not explicitly included in any ACAP distinct recommendation. Conversely, seven distinct recommendations had zero direct matches in the audit literature. This gap suggests future research opportunities in terms of exploring underrepresented topics and, maybe more importantly, the reasons why some topics are underrepresented.

This article is the third in a trilogy of articles that discuss the professionalism (or deprofessionalism) of the accounting profession. The first examines the slow uphill climb of accounting and auditing practice to the level of being recognized as a highly trusted profession. The second examines the stagnation in professionalism leading to deprofessionalization of the accounting profession. This third article looks at the resulting directionless efforts of accounting and auditing firms in the wake of major deprofessionalization events. The interest in this study is the time period immediately following the passage of the Sarbanes–Oxley Act (SOX) of 2002 which is described in this paper as the “Post-SOX” history of public accountancy in the United States. During this time period, nearly equally mixed activities of professionalism and deprofessionalism have resulted in a status quo with directionless efforts doing little if anything to reverse decline in professionalism. Public accountants continued to experience conflict with the Securities and Exchange Commission (SEC) over independence rules. The large Certified Public Accountant firms generated controversies and squabbles concerning “auditing and consulting,” while at the same time they faced questions regarding the marketing and selling of aggressive tax shelters. In addition, most of the self-regulating aspects of the profession declined dramatically following passage of SOX. While initially both tax fees and audit fees of CPA firms increased during this time period, concerns are again arising as the large CPA firms more recently have renewed the emphasis on advisory services. While revenues have both increased and changed in composition during the post-SOX era, public opinion has maintained a status quo. The post-SOX era has also seen a weakening in the Code of Conduct, providing more liberties for CPAs to maximize self-interest. Meanwhile, the PCAOB faced constitutional challenges, while at the same time the AICPA experienced strong divisions in its membership. To provide some sense to these directionless efforts, this study, similar to the prior two articles in this trilogy, concludes with a summary analysis based on the nine SOCRECELIST criteria, and the question whether public accountants have learned their history lesson.

This study aims to investigate the determinants of the extent and quality of corporate social responsibility disclosure (CSRD) in Jordan. The study examines a number of factors that influence the extent and quality of CSR disclosure, such as corporate characteristics, corporate governance and ownership structure.

A quantitative approach and a content analysis technique is used to measure the extent and quality of CSRD from annual reports. The sample is drawn from the annual reports of 118 Jordanian companies between 2010 and 2015. A CSRD index is constructed, which includes the disclosures of the following categories: environmental, human resources, product and consumers, and community involvement. This is the first study that presents a new measurement for CSR disclosure quality by using images and charts in a seven-point scale measurement.

The result reveals that the extent of CSRD is higher than quality in Jordan. Regarding the determinants of CSR disclosures, the following factors were found to have a significant relationship with both the extent and quality of CSRD: board size, non-executive directors, age of firm, foreign members on the board, number of boards meetings, the presence of audit committees, big 4, government ownership, size of firm and industry type. Non-executive directors was found to have a significant correlation with the extent of CSRD.

The current study has some limitations; first, the study findings are limited to the Jordanian environment. Second, the study adopted a purely quantitative method, and future research could include interviews and questionnaires to gather data from financial managers and chief executive officers (CEOs). Third, the potential influences on the level and quality of CSR are not limited to the variables tested in this study. Future research can be done on new determinants, such as CEO interlocking and profitability. Finally, the sample included companies from two main sectors – the services and industrial sectors; thus, this limited the results to these two main sectors.

Practitioners, as firms, should develop new strategies and ensure that CSR is included in their reports. Thus, companies can achieve legitimacy for their products and activities. Policymakers must consider introducing new laws that mandate CSRDs since it has many advantages for companies and society. In addition, this research suggests amending the law to require companies to have 33% of their directors be non-executives since this will remove the negative effect on CSR disclosure. Investors must pay attention to the social activities of the companies they invest in, as CSR could have a positive effect on their market value.

The study has indicated that Jordanian companies became increasingly more involved in CSR activities, as this growth in CSRD is linked with global increases in CSR. Moreover, the study has revealed that the highest category of CSR disclosures is related to products or services and employee information. On the other hand, the lowest category of CSR disclosures is related to community and other disclosures (extent) and environmental disclosures (quality). Furthermore, the results show that the services sector was found to have more disclosures regarding employees and community, whereas the industrial sector was more concerned about environmental and product information.

To the best of the authors’ knowledge, this is the first study that presents a new measurement for CSR disclosure quality by using images and charts in a seven-point scale measurement. This new seven-point scale will be adopted to distinguish between poor and excellent disclosures. In addition, to the best of the authors’ knowledge, this is the first study in Jordan which examines the determinants of the extent and the quality of CSR for three categories, namely, corporate characteristics, corporate governance and ownership structure.

In recent years patents have become a very popular data source for forecasting technological changes. However, since a vast amount of patents are “worthless” (Moore, 2005), there is a need to identify the promising ones. For this purpose, previous approaches have mainly used bibliographic data, thus neglecting the benefits of textual data, such as instant accessibility at patent disclosure. To leverage these benefits, this study aims to develop an approach that uses textual patent data for predicting promising patents.

For the identification of promising patents, the authors propose a novel approach which combines link prediction with textual patent data. Thereby the authors are able to predict the emergence of hitherto unmentioned bigrams. By mapping these future bigrams to recent patents, the authors are able to distinguish between promising and nonpromising patents. To validate this approach, the authors apply the methodology to the case example of camera technology.

The authors identify stochastic gradient descent as a suitable algorithm with both a receiver operating characteristic area under curve score and a positive predictive value of 78%, which outperforms chance by a factor of two. In addition, the authors present promising camera patents for diverse application fields, such as cameras for surgical systems, cameras for rearview vision systems in vehicles or light amplification by stimulated emission of radiation detection and ranging cameras for three-dimensional imaging.

This study contributes in at least three directions to scholarship. First, the authors introduce a novel approach by combining link prediction with textual patent analysis and, in this way, leverage the benefits of both worlds. Second, the authors add to all theories that regard novel technologies as a recombination of existing technologies in presenting word combinations from textual data as a suitable instrument for revealing recombination in patents. And third, the approach can be used by scholars as a complementary or even integrative tool with conventional forecasting methods like the Delphi technique or Scenario planning.

At least three practical implications arise from the study. First, incumbent firms of a technology branch can use this approach as an early-warning system to identify technological change and to identify opportunities related to their company’s technological competence and provide inspiration for new ideas. Second, companies seeking to tap into new markets may also be interested in the approach as managers could anticipate whether their company’s technological competences are in line with upcoming trends. Third, the approach may be used as a supportive tool for various purposes, such as investment decisions or technology life cycle analysis.

The approach introduces textual patent data as suitable means for forecasting activities. As the statistical validation reveals, the promising patents identified by the approach are cited significantly more often than patents with less promising prospects.