Risk regulation,community pressure and the use of management accounting in managing climate change risk: Australian evidence

This exploratory study is amongst the first to investigate how companies perceive the regulation of carbon emissions and the pressure exerted by the community in an environment characterised by risk and uncertainty. Semi-structured interviews were conducted among 39 executives who were directly involved in carbon emissions management in 18 large listed Australian companies. Consistent with Prospect Theory, we find that decision-makers are threat biased and are more likely to take immediate actions when climate change issues are framed as threats as opposed to opportunities. From the interview data, it is seen that managers use management accounting techniques as a risk management tool in mitigating risks associated climate change issues. Furthermore, this use of management accounting appears to be driven primarily by the protection of economic interests, regulatory pressure and reputational pressure. The study provides insights into how perceptions of climate change uncertainties and external pressure for disclosure of emissions information influence companies to use management accounting in managing climate change risk.     

Discovering bank risk factors from financial statements based on a new semi‐supervised text mining algorithm

This paper aims to comprehensively uncover bank risk factors from qualitative textual risk disclosures reported in financial statements, which contain a huge amount of information on bank risks. We propose a new semi‐supervised text mining approach named naive collision algorithm to analyse the textual risk disclosures, which can more accurately identify bank risk factors compared with the typical unsupervised text mining approach. We identified 21 bank risk factors in total, which is far more than identified in previous studies. We further analyse the importance of each bank risk factor and how the importance of each risk factor changes over time.     

Performing risk and the project: Risk maps as mediating instruments

In this paper, we analyze the relationship between management control and risk management by investigating the use of risk maps in an inter-organizational project collaboration in the Norwegian petroleum industry. The various ways in which risk maps are drawn upon in the course of the project reveal sources of perceived ‘usefulness’ that are not primarily to do with increased attention toward early warning signals and the defensive production of audit trails, as suggested by previous research. Rather, the study shows how risk maps act as mediating instruments which allow distributed actors to adjudicate interests, build confidence in and associate with ‘the project’ and its progress over time. Drawing on social studies of science and technology, the study shows how the graphical representations of risk maps manage to engage the user and act as mediating platforms where ‘performances’ around the notion of risk can happen. The paper thus extends and complements existing explanations of the pervasiveness of enterprise risk management technology and discusses its interrelation with project management and inter-organizational controls. More broadly, the paper illustrates how the government of risk is related to mediating instruments and how such mediation happens in the interplay between text and conversation.     

Features selection,data mining and finacial risk classification: a comparative study

The aim of this paper is to compare several predictive models that combine features selection techniques with data mining classifiers in the context of credit risk assessment in terms of accuracy, sensitivity and specificity statistics. The t‐statistic, Battacharrayia statistic, the area between the receiver operating characteristic, Wilcoxon statistic, relative entropy, and genetic algorithms were used for the features selection task. The selected features are used to train the support vector machine (SVM) classifier, backpropagation neural network, radial basis function neural network, linear discriminant analysis and naive Bayes classifier. Results from three datasets using a 10‐fold cross‐validation technique showed that the SVM provides the best accuracy under all features selections techniques adopted in the study for all three datasets. Therefore, the SVM is an attractive classifier to be used in real applications for bankruptcy prediction in corporate finance and financial risk management in financial institutions. In addition, we found that our best results are superior to earlier studies on the same datasets.     

Re-conceptualizing community in risk research

Community is an important concept for determining the factors that influence peoples’ perceptions of and actions surrounding risk. However, there are multiple and conflicting definitions for the concept of community and scholars operationalize it in various ways. In this paper, we argue for a renewed focus on community as a guiding consideration in discussions of risk management and the related concepts of resilience, vulnerability, and adaptive capacity. We outline classic and current conceptions of community to articulate how its conceptualization in ongoing risk research might lead to different outcomes, foci, or recommendations about collective adaptation. This includes a discussion of how historic and emerging methodological approaches for studying risk make implicit choices about what community is or how it influences collective response. We close by providing a set of potential axioms that can help researchers better integrate the complexity of community into studies of risk and understand how populations respond to it. Better integrating community into studies of risk could promote policies and communication that are tailored to the unique local context of diverse populations. Such tailoring is more likely to promote adoption of risk mitigations among local populations and perpetuate adaptation as a part of local culture. We contend that a more holistic and systematic approach to documenting local context better encompasses the variable influences that community can have on collective ability to respond to risks.     

Corporate governance and risk management: The role of risk management and compensation committees

This paper examines the role of compensation and risk committees in managing and monitoring the risk behaviour of Australian financial firms in the period leading up to the global financial crisis (2006–2008). This empirical study of 711 observations of financial sector firms demonstrates how the coordination of risk management and compensation committees reduces information asymmetry. The study shows that the composition of the risk and compensation committees is positively associated with risk, which, in turn, is associated with firm performance. More importantly, information asymmetry is reduced when a director is a member of both the risk and compensation committees which moderate the negative association between risk and firm performance for firms with high risk.     

The application of text mining in accounting

By facilitating the derivation of knowledge and qualitative measures from textual data, text mining techniques have come into vogue in various domains and industries. Namely in accounting, text mining outputs can elucidate, complement, and validate the customary quantitative data. This study creates an up-to-date view of text mining applications in accounting practice. Through a critical review of text mining literature, insight is given into the stages of a typical text mining process, contemporary text mining techniques that have been named valuable in an accounting context, and the information that can be obtained by applying these techniques.     

Risk reporting: A study of risk disclosures in the annual reports of UK companies

The concepts of risk and risk management have received considerable attention lately, but this has yet to be reflected in empirical research examining firms’ risk reporting practices. This study seeks to address this gap in the literature and explores risk disclosures within a sample of 79 UK company annual reports using content analysis. A significant association is found between the number of risk disclosures and company size. Similarly a significant association is found between the number of risk disclosures and level of environmental risk as measured by Innovest EcoValue`21™ Ratings. However, no association is found between the number of risk disclosures and five other measures of risk: gearing ratio, asset cover, quiscore, book to market value of equity and beta factor. The paper also discusses the nature of the risk disclosures made by the sample companies specifically examining their time orientation, whether they are monetarily quantified and if good or bad risk news is disclosed. It was uncommon to find monetary assessments of risk information, but companies did exhibit a willingness to disclose forward-looking risk information. Overall the dominance of statements of general risk management policy and a lack of coherence in the risk narratives implies that a risk information gap exists and consequently stakeholders are unable to adequately assess the risk profile of a company.     

Enterprise risk management and firm performance: Role of the risk committee

In recent years, there have been increasing efforts in the corporate world to invest in risk management and governance processes. In this paper, we examine the impact of Enterprise Risk Management (ERM) on firm performance by examining whether firm performance is strengthened or weakened by the establishment of a board-level risk committee (BLRC), an important governance mechanism that oversees ERM processes. Based on 260 observations from FTSE350 listed firms in the UK during 2012–2015, we find the effectiveness of ERM significantly and positively affects firm performance. We also find strong BLRC governance complements this relationship and increases the firm performance effects of ERM. Our findings suggest the mere formation of a BLRC is not a panacea for ERM oversight; however, existence of a structurally strong BLRC is crucial for effective ERM governance.     

Micro-processes of justification and critique in a water sustainability controversy: Examining the establishment of moral legitimacy through accounting

To analyse the micro-processes of moral justification and critique, this paper explores how managers combine different moral principles through the use of accounting, in order to establish the moral legitimacy of water sustainability practices. Drawing on the Economies of Worth framework and based on an exploratory case study of a water utility, this paper reveals four micro-processes of justification and critique - neutralising, enlisting, summoning and sensegiving - that reflect the different ways of moral legitimation mobilised by the managers. It also reveals the presence of different orders of worth which refer to the market, industrial, civic and green moral principles, and the dynamic role of accounting as a test of worth used to combine and bring them together. The findings suggest that moral legitimacy is not necessarily a dichotomous variable, but that it operates on a continuum established by managers and negotiated through the use of accounting. The paper illuminates the role of accounting in the unfolding of moral legitimation processes, and advances the micro-analysis of moral legitimacy in sustainability accounting research. It also contributes to sustainability disclosure research by showing that external disclosure reflects internal deliberations, and together they participate in the establishing of moral legitimacy.     

Beyond the contract: Managing risk in supply chain relations

As a consequence of the development of intensified relations with suppliers, for many firms the supply chain has become a significant source of risk exposure. In this paper we examine firms’ use of control practices to manage risks associated with intensified collaboration with supply chain partners. Specifically, we examine how buyers manage risks associated with interfirm transactions through their choice of supply partner, in terms of perceived goodwill and competence trust, and their use of multiple interrelated supply chain management (SCM) control practices. These control practices include contractual contingency planning, performance target setting, operational reviews, information sharing, supplier support and joint problem solving. We collect survey data from Japanese manufacturing firms about their relations with part suppliers to test hypotheses about the associations between transaction risks, selection of trusted suppliers and use of SCM practices. Our results support that transaction characteristics that are at the basis of transaction risks significantly affect the selection of trusted partners to collaborate with as well as their use of various control practices to manage relationships. We also find that in particular competence trust facilitates the use of control practices to support effective SCM.     

Superior Construction Inc.: An assessment of risks and controls as part of a post-acquisition engagement

Superior Construction Inc. (SCI) is a fictitious Toronto-based, publicly traded construction company that operates in the civil infrastructure and buildings markets. For this case, you will assume the role of a senior internal auditor at SCI, who has been given the responsibility to lead a post-acquisition due diligence review of a recently acquired privately held construction company, Building Excellence Inc. (BEI). You are provided with background on the acquisition, as well as information that your internal audit team has gathered during the post-acquisition review. With this background information, you are asked to perform a risk assessment of the newly acquired company and recommend controls to mitigate identified risks. In addition, you will assess SCI’s pre-acquisition review and evaluate the BEI purchase decision. This case requires you to draw upon your knowledge of risks and controls and to develop an understanding of the political issues that internal auditors face.     

An application of data envelopment analysis to the evaluation of audit risk: a reinterpretation

This paper, which reinterprets previous work by Bradbury and Rouse (2002 ), addresses the risk quantification issue at an intuitive level. The insights provided by such quantification are discussed. Risk factors are associated with the risk-return concept. This allows measuring whether risks taken on are appropriately rewarded. The paper gives a non-technical exposition of DEA and outlines possible applications to accounting and finance. Using data for a large multinational, it shows how DEA analysis can be combined with internal audit procedures. It explains how the results obtained can be used to improve risk management.     

Rethinking IT governance: Designing a framework for mitigating risk and fostering internal control in a DevOps environment

An increasing amount of companies is transforming their IT departments towards cross-functional teams which are responsible for both development and operation of software and use automation to speed up their delivery process. This novel approach, which is commonly known as “DevOps”, promises many benefits such as increased speed and frequency of deployment. However, companies using DevOps are often struggling with demonstrating control of their software delivery processes to IT auditing parties, due to the decentralized decision-making structures and high degree of automation in DevOps teams. The research at hand presents a framework which aims to provide guidance to organizations in mitigating and governing risks in IT teams and departments that make use of the DevOps paradigm. We have adopted a design science research approach, building on a literature review and semi-structured interviews with seventeen employees from nine Dutch companies that are in different stages of their DevOps transition. The results suggest that two main factors which influence how departments design their DevOps environment are risk appetite and the DevOps maturity. We furthermore find that companies in practice often use a mixture of traditional, manual IT controls and the automated controls suggested in literature. Based on these insights, a situational control framework is designed which suggests suitable risk mitigation practices.     

The impact of enterprise risk management on the marginal cost of reducing risk: Evidence from the insurance industry

We test the hypothesis that practicing enterprise risk management (ERM) reduces firms’ cost of reducing risk. Adoption of ERM represents a radical paradigm shift from the traditional method of managing risks individually to managing risks collectively allowing ERM-adopting firms to better recognize natural hedges, prioritize hedging activities towards the risks that contribute most to the total risk of the firm, and optimize the evaluation and selection of available hedging instruments. We hypothesize that these advantages allow ERM-adopting firms to produce greater risk reduction per dollar spent. Our hypothesis further predicts that, after implementing ERM, firms experience profit maximizing incentives to lower risk. Consistent with this hypothesis, we find that firms adopting ERM experience a reduction in stock return volatility. We also find that the reduction in return volatility for ERM-adopting firms becomes stronger over time. Further, we find that operating profits per unit of risk (ROA/return volatility) increase post ERM adoption.     

Communities as informal regulators: new arrangements in industrial pollution control in Viet Nam

A number of studies in developing countries show that in the absence of strict environmental regulation and strong enforcement, communities have emerged as a new informal regulators. In Viet Nam local communities in some cases are successful in forcing industrial polluters to reduce pollution or to change production processes into more environmentally sound directions. New subpolitical arrangements are formed, involving innovative relations between communities, industrial polluters and state authorities. However, people living in the neighbourhood of industrial firms are often dependent on firms and local authorities in terms of economic and social benefits, potentially inhibiting these processes of informal regulation by communities. This paper analyses if and to what extent economic and social dependencies of communities from industrial firms in their vicinity play a role in hampering community involvement in environmental regulation.     

Credit portfolios: What defines risk horizons and risk measurement?

The strong autocorrelation between economic cycles demands that we analyze credit portfolio risk in a multiperiod setup. We embed a standard one-factor model in such a setup. We discuss the calibration of the model to Standard & Poor’s ratings data in detail. But because single-period risk measures cannot capture the cumulative effects of systematic shocks over several periods, we define an alternative risk measure, which we call the time-conditional expected shortfall (TES), to quantify credit portfolio risk over a multiperiod horizon.     

Transitions in environmental risk in a transitional economy: management capability and community trust in Russia

Following the collapse of the Soviet Union 10 years ago, the Russian Federation has undergone a radical social, political and economic transformation. This paper's focus is particularly on the consequences of this transformation for the natural environment. This is done by utilizing Beck's (Risk Society: Towards a New Modernity, London: Sage, 1992) concept of Risk Society to explore the interrelationships between managers, firms and communities in terms of transitions in capabilities, knowledge, trust, and even the very notion of community vis‐à‐vis pollution control and environmental protection. A qualitative study of managers in Russian manufacturing enterprises, environmental regulators and local communities, was undertaken in two provincial Oblasts in the Russian Federation, identifying a number of factors characteristic of Beck's (1992) treatise including ‘risk culture’, ‘organized irresponsibility’, ‘individualization’ and ‘subpolitics’. In so doing a deeper understanding is developed of the impact of economic transition on the environment, indicating a different risk society trajectory to that predicted for the West. The implications for continued, in‐depth research in focusing on economies in transition are also discussed.     

Understanding,modelling and managing longevity risk: key issues and main challenges

This article investigates the latest developments in longevity-risk modelling, and explores the key risk management challenges for both the financial and insurance industries. The article discusses key definitions that are crucial for the enhancement of the way longevity risk is understood, providing a global view of the practical issues for longevity-linked insurance and pension products that have evolved concurrently with the steady increase in life expectancy since s. In addition, the article frames the recent and forthcoming developments that are expected to action industry-wide changes as more effective regulation, designed to better assess and efficiently manage inherited risks, is adopted. Simultaneously, the evolution of longevity is intensifying the need for capital markets to be used to manage and transfer the risk through what are known as Insurance-Linked Securities (ILS). Thus, the article will examine the emerging scenarios, and will finally highlight some important potential developments for longevity-risk management from a financial perspective with reference to the most relevant modelling and pricing practices in the banking industry.     

Time-consistency in managing a commodity portfolio: A dynamic risk measure approach

We address the problem of managing a storable commodity portfolio, that includes physical assets and positions in spot and forward markets. The vast amount of capital involved in the acquisition of a power plant or storage facility implies that the financing period stretches over a period of several quarters or years. Hence, an intertemporally consistent way of optimizing the portfolio over the planning horizon is required. We demonstrate the temporal inconsistency of static risk objectives based on final wealth and advocate the validity in our setting of a new class of recursive risk measures introduced by Epstein and Zin [Epstein, G., Zin, S., 1989. Substitution, risk aversion, and the temporal behavior of consumption and asset returns: A theoretical framework. Econometrica, 57 (4) 937–969] and Wang [Wang, T., 2000. A class of dynamic risk measures University of British Columbia]. These risk measures provide important insights on the trade-offs between date-specific risks (i.e., losses occurring at a point in time) and time-duration risks represented by the pair (return, risk) over a planning horizon; in a number of situations, they dramatically improve the efficiency of static risk objectives, as exhibited in numerical examples.