Big Data Opportunities for Accounting and Finance Practice and Research

We examine the research opportunities for the use of ‘big data’ in accounting and finance. The purpose of the study is to present a snapshot of big data academic research in information systems, accounting and finance, and to highlight areas for further research in accounting and finance. The research question addressed in this work is: What are the major themes in existing research in big data and where are the resulting gaps in the accounting and finance literature? An analysis is presented of 47 accounting, finance and information systems journals from 2007–2016. We identify and sample the relevant literature to derive a taxonomy of themes. These themes are presented as a conceptual matrix in which the themes from the taxonomy are used as concepts, and the matrix identifies where they appear, and where there are potential areas for further research. Prior research in big data in accounting, finance and information systems falls into six themes. The six under‐researched areas of big data in accounting and finance are risk and security, data visualisation and predictive analytics, data management and data quality. Increased research in these areas will lead to improvements in industry practices, and opportunities for cross‐disciplinary research.     

A review of research on regulation changes in the Asia‐Pacific region

In this study, we review the financial research on regulation in the Asia‐Pacific region. We do this by analysing six leading regional accounting and finance journals – Abacus, Accounting & Finance, Australian Accounting Review, Australian Journal of Management, International Review of Finance and the Pacific‐Basin Finance Journal. We identify five main themes of regulation research relating to: (i) banking and financial institutions, (ii) markets and trading, (iii) corporate governance, (iv) disclosure and (v) accounting standard setting. Our paper synthesises the regional literature in these areas and provide some suggestions for future directions.     

New development: Managing and accounting for sustainable development across generations in public services—and call for papers

Social and environmental justice across generations is a fundamental attribute of sustainable development. In this article, which is also a call for papers for a future theme in Public Money & Management (PMM), we develop our case for further research on how governments and public service organizations seek to address sustainable development in their decision-making processes. We believe that accounting for social and environmental aspects is an underdeveloped area of research and practice that is worthy of further critical enquiry. We therefore call on researchers and practitioners to submit their research to a themed issue of PMM on managing and accounting for sustainable development in public services.     

Colliding Worlds: Issues Relating to Language Translation in Accounting and Some Lessons from Other Disciplines

This paper explores the implications of language translation in accounting. It draws on research on translation in other disciplines, and on insights from applied linguistics. It examines practical problems and solutions explored in other disciplines that we deem relevant to accounting. The paper also examines the ideological, cultural, legal, and political consequences of translation. We find that the ambiguity inherent in translation is, on the one hand, relevant for the translation of accounting principles and can contribute to accounting convergence. We show, on the other hand, that it has the potential to be exploited in ideologically or pragmatically motivated distortions in the implementation of accounting regulation. We further argue that the importance of translation in accounting is underestimated or disregarded, inter alia because it has limited effect on the culturally and economically most dominant stakeholders. We finally examine the implications of translation problems for less powerful stakeholders and smaller language communities.     

The role of internet-related technologies in shaping the work of accountants: New directions for accounting research

This paper reviews the accounting literature that focuses on four Internet-related technologies that have the potential to dramatically change and disrupt the work of accountants and accounting researchers in the near future. These include cloud, big data, blockchain, and artificial intelligence (AI). For instance, access to distributed ledgers (blockchain) and big data supported by cloud-based analytics tools and AI will automate decision making to a large extent. These technologies may significantly improve financial visibility and allow more timely intervention due to the perpetual nature of accounting. However, given the number of tasks technology has relieved of accountants, these technologies may also lead to concerns about the profession's legitimacy. The findings suggest that scholars have not given sufficient attention to these technologies and how these technologies affect the everyday work of accountants. Research is urgently needed to understand the new kinds of accounting required to manage firms in the changing digital economy and to determine the new skills and competencies accountants may need to master to remain relevant and add value. The paper outlines a set of questions to guide future research.     

Teaching ethics in accounting: a discussion of cross-cultural factors with a focus on Confucian and Western philosophy

There has been pressure from various business and professional accounting bodies to place greater emphasis on ethics education. This has been reflected in academic research and curriculum development. The purpose of this paper is to expand the debate on accounting ethics education to take into account the globalization of business, accounting and educational services and to draw attention to the importance of cross-cultural factors. To illustrate this the paper discusses the impact that Confucius has had on the ethical thinking of East and South East Asia. Where appropriate, comparisons are made with Western attitudes and secular philosophies. This focus has been chosen because of the current and future importance of the Asian area to global commerce, and the fact that an understanding of its ethical thinking and behaviour is not possible without an appreciation of Confucian thought.     

Accounting and Auditing at the Time of Blockchain Technology: A Research Agenda

Blockchain is a distributed ledger technology expected to have significant impacts on the accounting and auditing profession. This study, applicable and timely for both accounting and auditing scholars and practitioners, explores blockchain technology and its main implications for the accounting and auditing profession. The research question addressed in this study is: What are the major themes emerging from academic research and professional reports and websites debating blockchain technology in the accounting and auditing context? A literature review of academic literature and professional reports and websites is performed to identify a taxonomy of emerging themes. The study finds that the most discussed themes in scholarly works and professional sources are governance, transparency and trust issues in the blockchain ecosystem, blockchain‐enabled continuous audits, smart contract applications and the paradigmatic shift in accountants' and auditors' roles. Based on these four themes, practical implications for accountants and auditors on how to approach the blockchain development are provided. Moreover, this study offers suggestions for future research on accounting and auditing in the blockchain era.     

Accounting and auditing with blockchain technology and artificial Intelligence: A literature review

This paper surveys the published work on how blockchain technology will impact accounting in general, but AI-enabled auditing specifically. The purpose is to investigate how blockchain technology can improve transparency and trust in accounting practice and how professionals can use blockchain data to improve decision-making, based on the qualities of immutability, append-only, shared, verified, and agreed-upon (i.e., consensus-driven) blockchain data. The multi-party validation of blockchain protocols adds real-time trusted data for the AI systems used by auditors to improve assurance and efficiency. This review summarizes four themes emerging from the literature focusing on how blockchain technology has changed record-keeping in accounting: event approach to accounting; real-time accounting; triple entry-accounting and continuous auditing. The research interprets the findings using agency theory and stakeholder theory to advance how using blockchain to mitigate information asymmetry and improve stakeholder collaborations is understood. The investigation also summarizes the challenges and clarifies organizations’ reasons to be cautious about adopting blockchain. Lastly, the study suggests that future researchers use this study in two ways that enrich blockchain literature: first, to apply the themes and answer the questions identified within this review to improve the business methods of practitioners and policymakers; and second, to encourage stakeholders such as practitioners, system designers/developers, and policymakers to collaborate in designing blockchain ecosystems that suit accounting and auditing as they transform digitally.     

Two Decades of Research on Comparative Management Accounting – Achievements and Future Directions

Comparative Management Accounting research has explored the applications, transferability and cross‐country adaptation of management accounting practices since the early 1990s. These efforts have been triggered by findings indicating that the adoption of foreign management accounting techniques generates comparative advantages in environments characterised by increasing global business competition. However, the literature on Comparative Management Accounting is heterogeneous in terms of its methods and theory and tends to focus on a great variety of practices and instruments. Therefore, this paper reviews the existing literature, elaborating on the dimensions of comparative research in management accounting. In addition, it provides insights into shortcomings and developments in the field and identifies directions for future research and implications for corporate practice.     

Class,social deprivation and accounting education in Scottish schools: Implications for the reproduction of the accounting profession and practice

This paper investigates the links between class, deprivation and subject choice in the area of business studies, including Accounting and Economics, in Scottish secondary schools. Given the paucity of prior research, this study is necessarily exploratory but its findings will provide a basis for future research in Scotland and elsewhere. First, the literature on the link between deprivation and education is reviewed. Pierre Bourdieu's conceptualisiation of habitus, field and capital are introduced and provide the theoretical framework for the ensuing discussion. Second, the implications for accounting education at both school and university, and for the accountancy profession are examined. Third, the results of interviews, analysis of statistical data provided by the Scottish Government and the Scottish Qualifications Authority and two questionnaire surveys, one of Heads of Departments of Scottish secondary schools and the other of first year accounting students at Scottish universities, are reported in order to explore whether there are any indications of links between class, deprivation and subject choice in the area of business studies in Scottish schools. Finally, the implications of the research findings are discussed and conclusions offered.     

From Accounting to “Forecounting”*

Using Ross Skinner's 1995 CA Magazine article, “Judgment in Jeopardy", as a stepping stone, we revisit the meaning of professional judgment in accounting in light of developments in standard setting, financial markets, and business operations that have taken place over the past two decades. We argue that it is time to change the view that accountants' professional judgment is the application of accounting‐based knowledge and experience in the selection of an appropriate accounting method. Accountants now face a standard‐setting context that emphasizes the estimation of future cash flows as well as new business and financial realities. This context implies that, in exercising their professional judgment to choose between forecast alternatives, accountants must rely on knowledge and experience from other disciplines (even though this is not well integrated into accounting). Hence, accounting must evolve from its traditional stewardship role to the new role of “forecount‐ing” (the estimation of future cash flows). The implications as well as the challenges of that evolution are discussed.     

20 years of studies on the balanced scorecard: Trends,accomplishments, gaps and opportunities for future research

Robert Kaplan and David Norton introduced the Balanced Scorecard in their 1992 Harvard Business Review article. 2012 marks 20 years since that article. This anniversary has motivated me to review the state of research on the balanced scorecard, to highlight gaps in that research and to outline some ideas for further research. To this end, I reviewed 114 articles published in 25 accounting journals and 67 articles in business and management journals in the period 1992–2011. The findings of this literature review are presented in three parts. First, the reviewed articles are categorised by topics, research settings, theories, research method, and primary data analysis techniques. Second, the contributions of research to the field and the lessons learned from these studies are discussed. Third, knowledge gaps in existing balanced scorecard research are identified, leading to consideration of several ideas for future research. The last section offers my final remarks.     

Software reviews

In this paper we focus on the choice that accounting doctoral students from the German-speaking area make, between a future career either in academia or business practice. Based on the results of an online survey, we show that prospective scholars exhibit certain characteristics of passionate researchers more pronouncedly than do future practitioners. The latter group, however, shows more interest in considering practical concerns in their research for the PhD. Furthermore, we show that the impact of institutional incentives is more widespread among future academics. Some implications are drawn for the relationship between research and practice and the future of the accounting academy.     

Deep and surface approaches to learning within introductory accounting: a phenomenographic study

This paper reports the findings of a phenomenographic research study which sought to identify students' approaches to learning introductory accounting and their conceptions of accounting. The findings reveal that, in common with other disciplines, deep and surface approaches to learning can be identified. However, the main contribution of this study lies in two areas. First, it distinguishes those features that are characteristic of the deep and surface approaches within the discipline of accounting. Secondly, it identifies contextual features surrounding these approaches to learning and which are central to an understanding of them. The paper suggests how these findings can be used immediately to make changes within teaching and assessment practice through a phenomenographic pedagogy which: seeks to make students' conceptions of the subject matter explicit; provides diagnostic tools for the identification of distinctively different conceptions of the subject and approaches to learning; and addresses issues of preconceptions and relevance within teaching and assessment. The findings can also be used as the basis for further research into the identification of statistical variation in approaches to learning between students.     

IDC企业关键会计政策探究

近年来,由于云计算、大数据的发展和政策红利,我国IDC行业内的优质企业纷纷利用资本市场的机遇做大做强,打造核心竞争力。在此背景下,本文通过分析IDC行业商业模式的特殊性,找出其商业模式下的关键会计政策,分析这些关键会计政策对IDC企业财务报告的影响,以期帮助资本市场的信息使用者更好地理解IDC行业。     

The valuation consequences of voluntary accounting changes

Firm management typically claims that voluntary accounting method changes (VACs) are made to enhance the informativeness of earnings by better matching accounting practices with economic reality. In contrast, skeptics argue that managers adopt new accounting procedures to opportunistically manage earnings and influence their firm’s stock price. In this paper, we investigate these alternative motives for VACs. Specifically, we investigate whether VACs cause equity prices to deviate from their fundamental values in the short-term by studying the long-run stock-price performance for a sample of firms that voluntarily change accounting methods. In addition, we investigate changes in earnings informativeness by examining the behavior of earning response coefficients and the relationship between earnings and future cash flows in years surrounding the VAC event. In contrast to prior research, we find little evidence that a strategy based solely on the earnings effect of a VAC can generate abnormal returns. While we find weak evidence of post-VAC abnormal returns for extreme VACs, this result appears to be driven by the accruals anomaly documented in Sloan [Sloan, R. G. (1996). The Accounting Review, 71, 289–315]. Our evidence further suggests that earnings informativeness is not significantly altered by voluntary changes in accounting methods. Taken together, our evidence suggests the market recognizes the financial statement effects of alternative acceptable accounting methods and efficiently processes the valuation implications of VACs.

Does emotional intelligence matter to academic work performance? Evidence from business faculties in Australia

Using data collected through survey questionnaire across 15 universities, we examine the effect of emotional intelligence on academic work performance (in research, teaching and service) in Australian business faculties. We find academics’ ability to use emotion enhances performance across research, teaching and service, while ability to regulate emotion enhances performance for teaching and service only. We also find support for a process‐based model of emotional intelligence in which appraisal of emotion is a necessary antecedent to emotion’s use and regulation. The results have implications for management in appointment decisions and professional development programmes in business/accounting faculties.     

The societal relevance of management accounting: An introduction to the special issue

This essay introduces the special issue of Accounting and Business Research exploring the societal relevance of management accounting and locates the individual contributions within this research agenda. In contrast to prevailing, managerialist conceptions of relevance, the discussion is guided by an over-riding ambition to turn management accounting research “inside out” to examine the effects of management accounting practices on a broader range of constituencies and interests in society and the formation of such practices beyond individual organisations. I start by charting the development of extant and emerging debates on the relevance of management accounting research and practice and then outline some pertinent research themes worthy of further exploration. In doing so, I pay particular attention to emerging research illustrating how management accounting becomes implicated in the external regulation and governance of organisations, the shaping of markets and the wider, societal consequences of such processes. I also discuss some theoretical and methodological implications of exploring such topics.