The author identifies the major micro-, meso-, and macro-level financial risk shifting factors that contributed to the Great Global Recession and how the absence of a compelling moral vision of responsible financial risk management perpetuated the economic crisis and undermined the recovery by blind reliance upon insufficiently accountable bailouts. The author offers a new theoretical model of Sustainable Stakeholder Capitalism by exercising moral imagination which inclusively and moderately balances four multi-level factors: types of capitalism, (...) moral theories, human nature drives, and credit risk profiles. Finally, the author recommends micro-, meso-, and macro-level practical reforms to prevent a recurrence of the current economic freefall, to re-create systemic global financial institution integrity, and to promote responsible risk management for sustainable global prosperity for current and future generations. (shrink)

This paper argues that some of the major theories in current business ethics fail to provide an adequate account of moral responsibility for the creation of systemic financial risk. Using the trading of credit default swaps (CDS) during the 2008 financial crisis as a case study, I will formulate three challenges that these theories must address: the problem of risk imposition, the problem of unstructured collective harm and the problem of limited knowledge. These challenges will be (...) used to work out key shortcomings of stakeholder approaches and Integrative Social Contracts Theory. I will argue that pluralist connection models used in political theory can help to overcome these shortcomings. Adopting an approach based on these models shows that financial institutions incur obligations in five main areas: managing their own risk profile; remedying some of the harms caused by financial crises; supporting the development of better epistemic methods; curbing the transmission and amplification of initial losses; and instigating structural reforms. (shrink)

This paper argues that some of the major theories in current business ethics fail to provide an adequate account of moral responsibility for the creation of systemic financial risk. Using the trading of credit default swaps during the 2008 financial crisis as a case study, I will formulate three challenges that these theories must address: the problem of risk imposition, the problem of unstructured collective harm and the problem of limited knowledge. These challenges will be used (...) to work out key shortcomings of stakeholder approaches and Integrative Social Contracts Theory. I will argue that pluralist connection models used in political theory can help to overcome these shortcomings. Adopting an approach based on these models shows that financial institutions incur obligations in five main areas: managing their own risk profile; remedying some of the harms caused by financial crises; supporting the development of better epistemic methods; curbing the transmission and amplification of initial losses; and instigating structural reforms. (shrink)

This paper mainly analyzes the theories related to the financial risk of the company and combines the principles of principal component analysis, particle swarm optimization algorithm, and artificial neural network to derive the financial risk index system of the company. To improve the accuracy of financial risk prediction, principal component analysis and particle swarm algorithm are applied to optimize the BP neural network model, the input data of the prediction model is improved, and the (...) optimal initial weights and thresholds are given to the BP neural network by using particle swarm algorithm search, whereby the financial risk prediction model of particle swarm optimization BP neural network is constructed. The empirical results show that the model constructed by BP neural network not only has a high accuracy rate for static financial risk evaluation but also has a better prediction effect. After training and testing, the BP neural network-based enterprise financial risk evaluation model can accurately determine the existing financial situation of enterprise financial management and has a good prediction effect. Our research method is a fusion of the processing of the two methods, which belongs to the first integration of results. (shrink)

This paper empirically examines the financial performance of a UK unit trust that was initially “conventional” and later adopted socially responsible investment (SRI) principles (ethical investment principles). Comparison is made with three similar conventional funds whose investment objectives remained unchanged. Analysis techniques employed in previous studies find similar results: mean risk-adjusted performance is unchanged by the switch to SRI, with no evidence of over-or under-performance relative to the benchmark market index by any of the four funds. More (...) interestingly, changes in variability of returns over time are also modelled using generalised autoregressive conditional heteroscedasticity models, not previously applied to SRI funds so far as is known. Results show a temporary increase in variability of returns, followed by a return to previous levels after around 4 years. Evidence shows the increased variability to be associated with the adoption of SRI rather than with a change in fund management. Possible explanations for the subsequent reduction in variability include the spread of corporate social responsibility activities by firms and learning by fund managers. In addition to reporting on a previously unobserved phenomenon, this paper raises questions for further research. (shrink)

The relationship of corporate social responsibility to risk management has been treated sporadically in the business society literature. Using real options theory, I develop the notion of corporate social responsibility as a real option its implications for risk management. Real options theory allows for a strategic view of corporate social responsibility. Specifically, real options theory suggests that corporate social responsibility should be negatively related to the firm’s ex ante downside business risk.

The question of how an individual firm's social and environmental performance impacts its firm risk has not been examined in any empirical UK research. Does a company that strives to attain good environmental performance decrease its market risk or is environmental performance just a disadvantageous cost that increases such risk levels for these firms? Answers to this question have important implications for the management of companies and the investment decisions of individuals and institutions. The purpose of (...) this paper is to examine the relationship between corporate environmental performance and firm risk in the British context. Using the largest dataset assembled so far, with community and environmental responsibility (CER) rankings for all rated UK companies between 1994 and 2006, we show that a company's environmental performance is inversely related to its systematic financial risk. However, an increase of 1.0 in the CER score is associated with only a 0.028 reduction in its β. (shrink)

The question of how an individual firm's social and environmental performance impacts its firm risk has not been examined in any empirical UK research. Does a company that strives to attain good environmental performance decrease its market risk or is environmental performance just a disadvantageous cost that increases such risk levels for these firms? Answers to this question have important implications for the management of companies and the investment decisions of individuals and institutions. The purpose of (...) this paper is to examine the relationship between corporate environmental performance and firm risk in the British context. Using the largest dataset assembled so far, with community and environmental responsibility (CER) rankings for all rated UK companies between 1994 and 2006, we show that a company's environmental performance is inversely related to its systematic financial risk. However, an increase of 1.0 in the CER score is associated with only a 0.028 reduction in its β. (shrink)

This article considers financial risk management practice using a virtue ethics lens, in response to ongoing critiques of risk management from within business ethics. Risk management should be seen as embedded within a complex system of cultures, organizations and regulations that are underpinned by a quantitatively reductive or ‘mechanistic’ economic paradigm, where dominant logics of self-interest, profit maximization and short-termism prevail. Building on recent work applying virtue ethics in finance, an alternative to the (...) values, normative expectations and priorities in financial risk management is presented in the form of a refined ‘taxonomy’ of the virtues that can be applied to individuals and organizations engaged in financial risk management. This article aims to contribute to and extend debate on the ethical aspects of risk management and presents an alternative to more technically based critiques which do not engage with the underlying socially constructed foundations of risk management practice. It thereby provides a basis to critique the mechanistic and narrow approach used in the current regulation of the sector. (shrink)

Contemporary discussions of the relationship between negligence liability and the provision of services by both public and private organizations frequently suggest the emergence of a ‘compensation culture’. Despite empirical evidence that compensation culture claims are somewhat inflated, an anxiety persists that risks of tortious liability may still undermine the implementation of public policy. Concerns about the potential negative effects of liability on public administration frame the problem in various ways. First, there is an anxiety that public authorities may overreact to (...) liability risks by becoming excessively risk averse. Secondly, there is a fear that compensation claiming will divert financial resources away from service delivery and towards the payment of insurance premiums and compensation awards. Thirdly, there is the fear that insurance companies will, as ‘risk bullies’, curtail public service activities. And, finally, there is the suggestion that risk management, including legal risk management, is becoming the dominant mode of government decision-making to the exclusion of professional judgement. This article addresses these concerns through a set of empirical case studies about the management of liability risks associated with road maintenance services. Although our findings suggest that public authorities respond to liability risks in a variety of ways, we found only limited evidence of the above concerns. In general terms, it was a case of public authorities being risk aware and responsive as opposed to risk averse. (shrink)

Although enterprise risk management (ERM) has many benefits for corporations, there has been virtually no discussion of the extent to which its practice may be said to constitute corporate social responsibility. This article presents a prima facie case for the convergence of the two and examines this case through a consideration of four possible objections or challenges. The conclusion of this article is a tempered optimism that ERM has the significant, but as yet untapped, potential to constitute socially (...) responsible activity, which, if realized, would enable Adam Smith's invisible hand of the marketplace to have an expanded sweep. (shrink)

This article examines the empirical association between analyst coverage and corporate social responsibility (CSR) by investigating their simultaneous and causal effects, and its joint effects of CSR engagement and analyst coverage on firm risk. We find a positive association between the level and change of CSR engagement and the level and change of analyst coverage after considering simultaneity and causality. Based on the first-difference approach, we further find that the change in analyst following from the previous year affects the (...) change in CSR in the current period, whereas the change in CSR from the previous period does not influence the change in analyst following in the current period. Furthermore, we find that the change in CSR engagement as well as the interaction effect of changes in CSR and analyst coverage reduces the change of firm risk. When we examine the CSR strengths and concerns separately, analyst following does not significantly influence firms’ CSR strength but CSR concern activities decreases significantly as firms have more analyst followings. We further find the mediating role of financial analysts between CSR concerns (but not CSR strengths) and firm risk. We maintain that analysts provide indirect but additional social pressure to the firms to eventually reduce their irresponsible activities. Taken together, we interpret these results to support the stakeholder theory-based conflict-resolution explanation that considers CSR engagement as a vehicle to reduce conflicts of interest between managers and noninvesting stakeholders but not the overinvestment hypothesis that views CSR as a waste of valuable resources at the cost of shareholders. (shrink)

There is no doubt that a negative perception of financial risk and a lack of credit risk management adversely impact business growth and business owners’ wellbeing. Past studies suggest that most Nigerian traders have poor risk perceptions and manage risk poorly. A business coaching program within rational-emotive behavior therapy framework was evaluated in order to determine its effects on financial risk perception and credit risk management among Nigerian traders. This study (...) used an open-label parallel randomized control design. This 8-weeks coaching program had 60 traders in the REBT-based business coaching group and 59 traders in the control group. The mixed-model repeated measures ANOVA was utilized for analysis of the study data. Results show that relative to a control group, traders’ financial risk perception [F = 637.29, p < 0.001, ω2 = 0.69] and credit risk management [F = 795.51, p < 0.001, ω2 = 0.80] significantly improved after participating in REBT-based business coaching program. This study shows that REBT-based business coaching program is integral to increasing financial risk perception and credit risk management among Nigerian traders. This study contributes to the advancement of business coaching program within the rational-emotive behavior therapy framework for market traders, and its application in similar situations. The study considered the benefits of business coaching program for market traders from a developing country, which is a rarely studied group. It is highly recommended that professionals study the relationship between REBT-based business coaching and economic decision-making within various organizational contexts. (shrink)

Fallacious anthropomorphic attributions such as 'risky technology' take ethical accountability out of the hands of managers and relegate it to the deterministic or accidental outcomes of complex 'high risk technology'. Equally fallacious mechanistic terms such as 'organisational inertia' are borrowed from physics to apply to human organisations. The responsibility for ethically accountable decision-making is taken out of human hands and either ascribed to the mythological entity "Technology" or to the mythological bureaucratic organisation which functions as if it follows the (...) laws of physics. I argue in contrast that disasters can be prevented by demythologising the belief systems that pervade risk management literature. Risk management must reclaim ethical accountability by replacing notions such as 'risky technology', 'high risk technology', 'risky work' and 'bureaucratic drift' with 'risky assessment', 'risky management', 'risky choice' and 'multiple responsibility'. (shrink)

The paper uses the example of the failure of bankers and financial managers to understand the risks of dealing in structured financial products, before the financial collapse, to investigate how people respond to crises. It focuses on whether crises cause people to challenge their habitual frames by the application of moral imagination. It is proposed that the structure of financial products and their markets triggered the use of heuristics that contributed to the underestimation of risks. It (...) is further proposed that such framing heuristics are highly specialised to specific contexts and are part of a wider set of heuristics that people carry in their cognitive ‘adaptive toolboxes’. Consequently, it is argued, when a crisis occurs, the heuristics are not challenged, but are simply put away, and other more appropriate heuristics are put to use until a sense of normality returns, and the use of the old heuristics is resumed. (shrink)

The financial crisis that began in the US real-estate market in 2007 and culminated in a global economic slump showed bluntly how wrong financial risk models can be. This state of affairs has triggered a number of reactions and observations at the level of the specification and use of models and at a more conceptual/fundamental level. This article focuses on the epistemic features of such models – namely the nature, source, conditions of validity, structure and limits of (...) the knowledge that ‘well-specified’ models generate – so as to assess models in a balanced way, giving due weight to the fundamental determinants of their output and warning against overestimation of their possibilities; clarify the conditions under which models can be validly applied to economic and social relationships; render intelligible why the degree of accuracy that successful models would require is intrinsically unattainable; better understand models’ failure as evidenced by the crisis; and comment on the policy steps being undertaken to prevent similar financial crisis in the future. The analysis applies the principal tenets of critical realism to the daily preoccupations of risk management professionals and financial regulators alike. It is not intended as an intervention into critical realism. It draws on the works of Tony Lawson and Roy Bhaskar, and revisits relevant aspects of John Maynard Keynes’s work, connecting dots amongst them and marrying economic and philosophical analysis with day-to-day financial risk management and regulatory issues. Content Type Journal Article Category Article Pages 462-486 DOI 10.1558/jcr.v11i4.462 Authors Mattia L. Rattaggi, UBS/Cambridge Social Ontology Group Journal Journal of Critical Realism Online ISSN 1572-5138 Print ISSN 1476-7430 Journal Volume Volume 11 Journal Issue Volume 11, Number 4 / 2012. (shrink)

Existing research on the financial implications of corporate social responsibility (CSR) for firms has predominantly focused on positive aspects of CSR, overlooking that firms also undertake actions and initiatives that qualify as negative CSR. Moreover, studies in this area have not investigated how both positive and negative CSR affect the financial risk of firms. As such, in this research, the authors provide a framework linking both positive and negative CSR to idiosyncratic risk of firms. While investigating (...) these relationships, the authors also analyze the moderating role of financial leverage of firms. Overall, analysis of secondary information for firms from multiple industries over the years 2000–2009 shows that CSR has a significant effect on the idiosyncratic risk of firms, with positive CSR reducing risk and negative CSR increasing it. Results also show that the reduction in risk from positive CSR is not guaranteed, with firms having high levels of financial leverage witnessing lower idiosyncratic risk reduction. (shrink)

Women are commonly stereotyped as more risk averse than men in financial decision making. In this paper we examine whether this stereotype reflects gender differences in actual risk-taking behavior by means of a laboratory experiment with monetary incentives. Gender differences in risk taking may be due to differences in valuations of outcomes or in probability weights. The results of our experiment indicate that value functions do not differ significantly between men and women. Men and women differ (...) in their probability weighting schemes, however. In general, women tend to be less sensitive to probability changes. They also tend to underestimate large probabilities of gains more strongly than do men. This effect is particularly pronounced when the decisions are framed in investment terms. As a result, women appear to be more risk averse than men in specific circumstances. (shrink)

This case study examines five dimensions of the 2007–2009 financial crisis in the United States: the devastating effects of the financial crisis on the U.S. economy, including unparalleled unemployment, massive declines in gross domestic product, and the prolonged mortgage foreclosure crisis; the multiple causes of the financial crisis and panic, such as the housing and bond bubbles, excessive leverage, lax financial regulation, disgraceful banking practices, and abysmal rating agency performance; the extraordinary efforts of the Federal Reserve, (...) the Federal Reserve Bank of New York, and the Department of the Treasury to stem the financial freefall triggered by the crisis and resuscitate financial institutions, the ethical implications of the unprecedented actions by government institutions to rescue financial institutions and drag the country back from the brink of global financial collapse, and the conduct of the various parties contributing to the financial crisis, such as the shoddy behavior of mortgage brokers, the massive securitization of mortgages into overly complex bonds, the excessive leverage of financial institutions, the disgraceful work of bond rating firms, the abysmal risk management systems employed by financial institutions, and the massive operations of the shadow banking and over-the-counter derivatives markets; and the major provisions of the Dodd–Frank Wall Street Reform and Consumer Protection Act signed into law to in response to the financial crisis and for the purpose of correcting the egregious conduct of major financial institutions. (shrink)

Risk management is certainly one of the most important professional responsibilities of an engineer. As such, this activity needs to be combined with complex ethical reflections, and this requirement should therefore be explicitly integrated in engineering education. In this article, we analyse how this nexus between ethics and risk management is expressed in the engineering education research literature. It was done by reviewing 135 articles published between 1980 and March 1, 2016. These articles have been selected (...) from 21 major journals that specialize in engineering education, engineering ethics and ethics education. Our review suggests that risk management is mostly used as an anecdote or an example when addressing ethics issues in engineering education. Further, it is perceived as an ethical duty or requirement, achieved through rational and technical methods. However, a small number of publications do offer some critical analyses of ethics education in engineering and their implications for ethical risk and safety management. Therefore, we argue in this article that the link between risk management and ethics should be further developed in engineering education in order to promote the progressive change toward more socially and environmentally responsible engineering practices. Several research trends and issues are also identified and discussed in order to support the engineering education community in this project. (shrink)

Recently, international funding agencies and practitioners in the area of corporate social responsibility and small and medium enterprises have argued that microfinance institutions could promote the adoption of environmentally friendly business practices in microenterprises in developing countries. This article explores the potential and limitations of MFIs in promoting the spread of environmental risk management techniques and practices in microenterprises using a case study of an MFI-sponsored pilot program in this area in El Salvador. The author argues that caution (...) should be exercised about the role that MFIs can play in relation to inducing change to the environmentally harmful practices of micro-entrepreneurs. In fact, this study reveals that the MFI had some difficulties in building internal skills and reconciling its environmental and performance objectives, limiting its ability to assist microenterprises in the area of environmental management. Furthermore, the pilot program, as it was designed, did not sufficiently take into account the psychological and financial barriers that constrain micro-entrepreneurs’ capacity to engage in any meaningful environmental behavior change. Finally, factors such as the lack of an adequate legal framework and local infrastructure also countered the effort of the MFI and limited the potential of microenterprises for effectively engaging in environmental risk management practices. The article concludes by outlining the implications of this analysis for future research, policy, and practice in this area. (shrink)

Islamic finance is gaining greater attention in the finance industry, and this paper analyses how Islamic financial institutions are responding to the welfare needs of society. Using interview data with managers and content analysis of the disclosures, this study attempts to understand management perceptions of corporate social responsibility in IFIs. A thorough understanding of CSR by managers, as evident in the interviews, has not been translated fully into practice. The partial use of IFIs’ potential role in social welfare (...) would add further challenges in the era of financialisation. (shrink)

An increasing number of financial services (FS) companies are adopting solutions driven by artificial intelligence (AI) to gain operational efficiencies, derive strategic insights, and improve customer engagement. However, the rate of adoption has been low, in part due to the apprehension around its complexity and self-learning capability, which makes auditability a challenge in a highly regulated industry. There is limited literature on how FS companies can implement the governance and controls specific to AI-driven solutions. AI auditing cannot be performed (...) in a vacuum; the risks are not confined to the algorithm itself, but rather permeates the entire organization. Using the risk of unfairness as an example, this paper will introduce the overarching governance strategy and control framework to address the practical challenges in mitigating risks AI introduces. With regulatory implications and industry use cases, this framework will enable leaders to innovate with confidence. (shrink)

The Clinton administration's revised rules regulating but not prohibiting the common practice in managed care of linking physician compensation with cost cutting and control of services demonstrates the complexity of ethical issues in managed care. As originally proposed, the federal guidelines on payment for Medicare and Medicaid services would have precluded any interrelationship between payment to physicians and delivery of services. Such a restriction would have gutted the primary mechanism in managed care plans to curb the unacceptably high cost of (...) healthcare delivery: making physicians directly responsible for cost control by placing them at direct financial risk. At first blush such a linkage seems to involve an obvious and irreconcilable conflict of interest. How can a physician be responsible for the well-being of a patient while at the same time aware that a proportion of his or her income is linked to the provision of cost-conscious care? (shrink)

To date, the value of corporate social responsibility (CSR) activities has primarily been measured through the company’s reputation, with little attention given to exploring whether there are internal influences between CSR and other management practices. We argue that the efficacy of CSR extends beyond a company’s reputation for managing social and environmental concerns; in particular, it can influence other business practices such as risk management. Our results suggest that (a) overall, firms with better CSR performance are more (...) likely to adopt integrated risk management practices and (b) CSR activities that target both primary stakeholders and secondary stakeholders are equally important in facilitating the adoption of such risk management practices. Theoretically, we contribute to the CSR literature by providing a possible mechanism for risk reduction and insurance-like effects of CSR. Practically, we provide managerial implications demonstrating that the efficacy of CSR should not be viewed in isolation of other business practices. (shrink)

The key concept in Business Ethics has changed from ‘corporate social responsibility’ to ‘integrated risk‐management’. This change, first wrought by American laws, has been extended to other countries through globalization. The most important laws concern corruption, anti‐trust, consumer safety, environmental protection and insider‐trading. The ‘Federal Corporate Sentencing Guidelines’ have particularly been helpful in identifying and valuing business risks. The author proposes a ‘next‐generation’ Business Ethics integrating personal, professional and organizational ethics in the context of an institutionalized, country‐sensitive ‘corporate (...) culture’. (shrink)

Systemic financial risk is one of the most significant collective action problems facing societies. The Great Recession brought attention to a tragedy of the commons in capital markets, in which market participants, from the first-time homebuyer to Wall Street financiers, acted in ways beneficial to themselves individually, but which together caused substantial collective harm. Two kinds of risk are at play in complex chains of transactions in financial markets: ordinary market risk and systemic risk. (...) Two moral questions are relevant in such cases. First, from the standpoint of interactional morality, does a person have a moral duty to avoid risk of harm to others if their financial transactions contribute in some way, however small, to the loss or harm? This article identifies the conditions in which persons are morally responsible in such cases. Second, from the standpoint of institutional morality, how should society distribute the risk of harm associated with massively complex financial markets? This question is considered in the context of the home mortgage credit market. Luck egalitarianism, in particular a Dworkinian insurance scheme to allocate risks and resources relating to mortgage credit and private home ownership, offers substantial promise. (shrink)

Corporate social responsibility (CSR) is a comprehensive concept that aims at the promotion of responsible business practices closely linked to the strategy of enterprises. Although there is no single accepted definition of CSR, it remains an inspiring, challenging and strategic development that is becoming an increasingly important priority for companies of all sizes and types, particularly in Europe. Promotion of well-being at work is an essential component of CSR; however, the link between CSR, working conditions and work organisation is (...) still found to be unfamiliar to stakeholders. As CSR is strategic and is regarded by many companies and corporate leaders as an important development, it offers opportunities for psychosocial risk management, an area that is currently among the top priorities in working environment and well-being at work debates. However, the link between CSR and psychosocial risk management has not been addressed clearly before. This paper aims to explore the potential role of CSR in promoting well-being at work through the development of a framework for the management of psychosocial risks. As part of the research, key stakeholders [including the World Health Organization (WHO), the International Labour Organization (ILO), the European Agency for Safety and Health at Work (EU-OSHA), the European Commission (EC), employers’ associations, trade unions and other policy experts] across Europe participated in a survey, interviews and focus groups to assess and clarify the link between CSR and psychosocial risk management. On the basis of the findings, a CSR-inspired approach to the management of psychosocial issues at work is proposed. Such an approach can be a useful tool in contexts where, up until now, expertise and tradition in dealing with psychosocial issues have been lacking. (shrink)

In the paper we consider an electricity provider company that makes decision on allocating resources on electric network maintenance. The investments decrease malfunction rate of network nodes. An accidental event or a malfunctioning on underground system can have various consequences and in different perspectives, such as deaths and injuries of pedestrians, fires in nearby locations, disturbances in the flow of vehicular traffic, loss to the company image, operating and financial losses, etc. For this reason it is necessary to apply (...) an approach of the risk management that considers the multidimensional view of the consequences. Furthermore an analysis of decision making should consider network dependencies between the nodes of the electricity distribution system. In the paper we propose the use of the simulation to assess the network effects in the multidimensional risk assessment in electricity grid. The analyzed effects include node overloading due to malfunction of adjacent nodes and blackouts that take place where there is temporarily no path in the grid between the power plant and a node. The simulation results show that network effects have crucial role for decisions in the network maintenance – outcomes of decisions to repair a particular node in the network can have significant influence on performance of other nodes. However, those dependencies are non-linear. The effects of network connectivity on its multidimensional performance assessment depend heavily on the overloading effect level. The simulation results do not depend on network type structure – however simulation outcomes for random networks have shown higher variance compared to small-world networks. (shrink)

This very short paper highlights some of my recent and forthcoming work on “good epistemic practices” in the financial services industry. It identifies some epistemic dimensions of risk management in banking and illustrates how managing for good epistemic practices might be helpful.

The early warning of financial risk is to identify and analyze existing financial risk factors, determine the possibility and severity of occurring risks, and provide scientific basis for risk prevention and management. The fragility of financial system and the destructiveness of financial crisis make it extremely important to build a good financial risk early-warning mechanism. The main idea of the K-means clustering algorithm is to gradually optimize clustering results and constantly (...) redistribute target dataset to each clustering center to obtain optimal solution; its biggest advantage lies in its simplicity, speed, and objectivity, being widely used in many research fields such as data processing, image recognition, market analysis, and risk evaluation. On the basis of summarizing and analyzing previous research works, this paper expounded the current research status and significance of financial risk early-warning, elaborated the development background, current status and future challenges of the K-means clustering algorithm, introduced the related works of similarity measure and item clustering, proposed a financial risk indicator system based on the K-means clustering algorithm, performed indicator selection and data processing, constructed a financial risk early-warning model based on the K-means clustering algorithm, conducted the classification of financial risk types and optimization of financial risk control, and finally carried out an empirical experiments and its result analysis. The study results show that the K-means clustering method can effectively avoid the subjective negative impact caused by artificial division thresholds, continuously optimize the prediction process of financial risk and redistribute target dataset to each cluster center for obtaining optimized solution, so the algorithm can more accurately and objectively distinguish the state interval of different financial risks, determine risk occurrence possibility and its severity, and provide a scientific basis for risk prevention and management. The study results of this paper provide a reference for further researches on financial risk early-warning based on K-means clustering algorithm. (shrink)

In this article, we examine how firms design executive compensation in light of their risk environment. Prior literature shows that corporate environmental responsibility (CER) of a firm inversely affects firm risk. We argue that firms with better CER performance benefit from the reduced firm risk, and therefore are more likely to provide greater managerial risk‐taking incentives to encourage the risk‐averse managers to undertake risk‐increasing but positive net present value (NPV) investments. Consistent with our hypotheses, (...) we find that a firm’s CER rating is positively associated with its CEO risk‐taking incentives (vega) in the following year. We also document cross‐sectional variations in the CER‐vega relationship, that is, a weaker association in the controversial industries. This study contributes to the literature by investigating the role of CER on executive compensation design from the perspective of risk management. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Managed Health Care: New Ethical Issues for All*Martina Darragh (bio) and Pat Milmoe McCarrick (bio)Changes in the way that health care is perceived, delivered, and financed have occurred rapidly in a relatively short time span. The 50-year period since World War II encompasses enormous growth in medical technology, soaring health care costs, and significant fragmentation of the two-party patient- physician relationship. This relationship first grew to include the third-party (...) payer, the health insurance industry, and now “with great speed and relatively little public awareness, a significant change has occurred in the way some decisions are made about a patient’s medical care” (III, Institute of Medicine 1989).The new means of providing health care bring an increasing number of parties into clinical decision-making processes. With this change, ethical issues that once concerned only health care professionals, the physician or the nurse, have expanded to include the patient and the groups who “manage” care—e.g., health maintenance organizations (HMOs), preferred provider organizations (PPOs), point of service groups (POSs), independent practice associations (IPAs), insurance reviewers, hospital administrators, institutional managers, and, the most recent players, purchasers of group health care who base their decisions on competitive pricing.The term “managed care” refers to a variety of continually adapting and developing arrangements that involve four groups. These groups, which have been labeled by the world of business, not health, are the “consumer” (once the patient), the “provider” (the physician and other health care professionals), the “insurer” (the reimburser for any care), and the “purchaser of care” or the primary buyer of health services (the large employer organization). Capitation is a common way to pay for health services in managed care systems. A certain dollar amount is negotiated for health services for a specified number of patients whether the care is delivered or not; the provider shares with the [End Page 189] insurer any financial risk for the actual cost of care (III, Centers for Disease Control 1995).When the Clinton administration’s health care reform movement failed to gain support in the U.S. Congress, the use of managed care to control rising health care costs accelerated. The literature on managed care and its effect on the patient-physician relationship reflects this shift. During the era of health care reform, “debate centered on how managed care could control costs, on the use of technology and patient satisfaction, [and] on access and barriers to care” (IV, Emanuel and Dubler 1995). When managed care organizations began contracting with physicians to provide health care services subject to the plans’ provisions, these plans became agents in clinical decision making on a wide-spread basis. HMO enrollment grew to 51 million persons by 1994 (III, Centers for Disease Control 1995). This “corporatization” of health care has sparked a plethora of articles about the effects of the marketplace on the physician’s ability to do what is best for the patient, and on the patient’s ability to trust the physician to do so.Many authors make it clear that managed care itself is not the problem, but rather the development of for-profit managed care plans by “corporate conglomerates with billions of dollars in assets that compensate their executives as grandly as basketball players” (V, Kassirer 1995) “in a marketplace that is largely unregulated” (I, Zoloth-Dorfman and Rubin 1995). “Some, mostly older plans that were created when cost containment was an unexpected benefit rather than their central purpose, deliver high-quality care economically. Unfortunately, others cut costs by recruiting the healthiest patients, excluding the sickest, rationing care by making it inconvenient to obtain, and denying care by a variety of mechanisms” (V, Kassirer 1995).These cost-containment features now play an intimate role in clinical practice. When a managed care plan contracts with a physician, the doctor becomes a “double agent” with contractual obligations to the plan to provide a preset amount of services and professional responsibilities to each patient to authorize necessary treatment (V, Angell 1993). This duality can undermine the physician’s fiduciary responsibility to the patient wherein the physician “has power over the affairs of [the patient]...and is required by law to act on that person’s... (shrink)

We aggregate different dimensions of corporate social responsibility (CSR) activities following the stakeholder framework proposed in Clarkson (Acad Manag Rev 20(1), 92–117, 1995) and present consistent evidence that CSR strengths targeting different stakeholders have their unique impact on firm risk and financial performance. Institutional CSR activities that target secondary stakeholders are negatively associated with firm risk, measured by total risk and systematic risk. Technical CSR that target primary stakeholders are positively associated with firm financial (...) performance, measured by Tobin’s Q, ROA, and cash flow returns. Our results, based on a sample of S&P 500 component firms over the period of 1995–2009, are consistent with the risk management view of “altruistic” CSR activities and with the stakeholder salience theory. We also show that the impact of CSR activities on risk varies with the ethical climate, as proved in our subsample analyses on pre- and post-Sarbanes–Oxley periods. Our empirical analyses mitigate possible omitted variables and endogeneity concerns that are often overlooked in previous research. Our findings are robust to alternative CSR measures, to alternative risk and performance measures, and to alternative estimation methods. (shrink)

In this chapter, we will argue that the very concept of risk management must be called into question. The argument will take the form that the use of the phrase ‘risk management’ operates to cover over the ethical dimensions of what is at the bottom of the problem, namely, risky decision making. Risky decision making takes place whenever and wherever decisions are taken by those whose lives are not immediately threatened by the situation in which the (...) risk to other people’s lives is created by their decision. The concept of risk management implies that risk is already there, not created by the decision, but lies already inherent in the situation that the decision sets into motion. The risk that exists in the objective situation simply needs to be “managed”. By changing the semantics of ‘risk management’ to ‘risk taking’ or ‘risky decision making’, the ethics of responsibility for risking other people’s lives will come into focus. The argument of the chapter is that by heightening the ethical sensitivity of decision makers, these decision makers will be less likely to make decisions that will cause harm and/or death to those who are the principal actors in the situation created by the decision. (shrink)

This paper addresses whether the adoption of Japanese financial practices by U.S. corporations can be used as a basis for encouraging U.S. managers to promote the interests of their (human) organizations over those of stockholders. An historical overview is provided of how the corporate organization in each country evolved and the corresponding development of managers’ responsibilities to the corporate organization versus shareholders. These concepts are then examined within the context of each country’s contemporary corporate financial structure and the (...) corresponding financial responsibilities of managers to the corporate organization versus shareholders. A discussion is then provided of whether the values embodied in each system would affect the ability of the United States to encourage a more “corporate-oriented” ethic in its managers by adopting Japanese financial practices. (shrink)

Banks play a unique role in society. They not only maximize profits but also consider the interests of stakeholders. We investigate whether banks consider firms’ pollution records in their lending decisions. The evidence shows that banks offer significantly higher loan spreads, higher total borrowing costs, shorter loan maturities, and greater collateral to firms with higher levels of chemical pollution. The costly effects are stronger for borrowers with greater risk and weaker corporate governance. Further, the results show that banks with (...) higher social responsibility account for their borrowers’ environmental performance and charge higher loan spreads to those with poor performance. These results support the idea that banks with higher social responsibility can promote the practice of business ethics in firms. (shrink)

Banking firms are becoming increasingly aware that their clients’ management of environmental and social risks may in term threaten their own business as lenders and investors. In addition, stakeholders are requiring banks to improve their social performance. As a result, some banks are developing corporate social responsibility (CSR) policies and management systems to reduce potential risks and improve their performance. In the Spanish financial system, half of the banking firms are savings banks, most of which have always (...) used some Corporate Social Responsibility (CSR) criteria in their management. Private Banks have only recently started to integrate social aspects in their performance. However, no formal analysis has been carried out on the impact of CSR strategies. Various initiatives have been launched nationally and internationally to include the social dimension in management systems. The purpose of this research is to analyse the social performance of the main Spanish financial companies through public data such as social or sustainability reports and media sources. In order to do this, we need to determine which CSR criteria most greatly affect banking firms and to choose the most accurate quantitative and qualitative indicators to measure social performance. (shrink)

This study examines the role of corporate philanthropy in the management of reputation risk and shareholder value of the top 100 ASX listed Australian firms for the 3 years 2011–2013. The results of this study demonstrate the business case for corporate philanthropy and hence encourage corporate philanthropy by showing increasing firms’ investment in corporate giving as a percentage of profit before tax, increases the likelihood of an increase in shareholder value. However, the proviso is that firms must also (...) manage their reputation risk at the same time. There is a negative association between corporate giving and shareholder value which is mitigated by firms’ management of reputation. The economic significance of this result is that for every cent in the dollar the firm spends on corporate giving, Tobin’s Q will decrease by 0.413 %. In contrast, if the firm increase their reputation by 1 point then Tobin’s Q will increase by 0.267 %. Consequently, the interaction of corporate giving and reputation risk management is positively associated with shareholder value. These results are robust while controlling for potential endogeneity and reverse causality. This paper assists both academics and practitioners by demonstrating that the benefits of corporate philanthropy extend beyond a gesture to improve reputation or an attempt to increase financial performance, to a direct collaboration between all the factors where the benefits far outweigh the costs. (shrink)

We investigate how firms adjust corporate pension plans in response to economic policy uncertainty (EPU). Using a sample of US-listed firms, we find that firms increase pension underfunding levels when facing higher EPU. The result is robust to controlling for pension portfolio returns, discount rates, plan sizes, pension liability, numbers of employees, other macroeconomic factors, difference-in-differences and instrumental variable estimation, and additional evidence of pension risk-shifting. Further analysis reveals that financial distress and information asymmetry induced through EPU are (...) the potential channels. The effect is stronger for firms having CEOs being excessively paid, using cash flow as a performance metric in CEO compensation, paying high dividends, and having short-term institutional investors, whereas the presence of unions, positive corporate culture, and social capital alleviate the effect. Notably, managers, not shareholders, appear to be the party reaping the benefits. Our findings suggest that firms may shift risk to employees in response to heightened uncertainty and institutional characteristics play a moderating role in this crucial business ethics issue. (shrink)

This volume explores various aspects of risk taking. It offers an analysis of financial, entrepreneurial and social risks, as well as a discussion of the ethical implications of empirical findings. The main issues examined in the book are the financial crisis and its implications for business ethics. The book discusses unethical behaviour as a reputational risk (e.g., in the case of Goldman Sachs) and the question is raised as to what extent the financial crisis has (...) changed the banks’ entrepreneurial strategy. The book presents an analysis of the reasons leading to the crisis and identifies them as ethical dilemma structures. In addition, it looks at general questions regarding ethical behaviour and risk taking, such as: To what extent does the social embeddedness or abstraction play a role in guaranteeing ethical behaviour? What conclusions can be drawn from institutional or evolutionary perspectives on risk management? Finally, the book discusses further issues that become factors of risk within and between societies, such as work insecurity, corruption or the problem of facilitation payments as a risk in international transactions. (shrink)

Reputation is a commercially valuable asset. This book focuses upon how enhanced reputation can contribute to commercial asset management through increased share price premium and competitive performance, while reputation loss can significantly erode the ability of the business to successfully retain market share, maximize shareholder value, raise finance, manage debt, and remain independent. It provides practical models and checklists designed to plan reputation management and risk communication strategies.

The growth of socially responsible investment (SRI) on public financial markets has drawn considerable academic attention over the last decade. Discarding from the previous literature, this article sets up to analyze the Private Equity channel, which is shown to have the potentiality to foster sustainable practices in unlisted companies. The fast integration of the environmental, social and governance issues by mainstream Private Equity investors is unveiled and appears to have benefited from the maturation of SRI on public (...) class='Hi'>financial markets and the impetus of large conventional actors. Hypotheses on the characteristics and drivers of this movement are proposed and tested on a unique database covering the French Private Equity industry in 2011. Empirical findings support that Private Equity socially responsible investing is characterized by investor engagement and strategically driven by a need for new value creation sources, increased risk management and differentiation. In particular, results show that independent funds, which need to attract investors, are more likely than captive funds to develop socially responsible practices. Evolution of the movement and future research paths are proposed. (shrink)

Institute a proactive reputational management framework that matches individual behaviour to organizational values The Business Ethics Twin-Track is a practical guide to reputational risk management. A deep exploration of the concept of reputation, the ways in which it can suffer, and the consequences when it does, the book outlines an ethics controls framework that can mitigate risk and improve business performance. Readers will learn how to identify and manage weaknesses, and how to institute a system of (...) governance that embeds proper, ethical conduct into the corporate culture. A clear set of controls and procedures provides actionable instruction that can be customised to suit the organisational structure, and discussion of historical and international ethics provides the context for implementation. Case studies illustrate the real-world applications, while interviews with executives from a variety of sectors provide important practical insights into some of the key issues discussed in the book. The law regulates behaviour in health and safety and financial crime, but otherwise, conduct is largely determined by the culture, ethics and values of an organisation. Effective reputation management is complex, and often difficult to achieve, as much of the available information on the topic is more theoretical than practical. This book bridges the gap by providing the tools that will help managers to: Implement a modern ethics control framework, encompassing codes, officers, reporting lines and training Consider the role of the media and social media in reputational damage to individuals and organisations Analyse the key controls in responsibility and governance frameworks from around the world Determine the causes and controls of conduct risk, including incompetence, negligence and criminality Today's fast-paced media environment means corporate reputations can be obliterated in moments, and damage limitation is often too little, too late. Adopting the measures set out in this book will embed ethics into the culture, and match people's behaviours to the organisation's values. (shrink)

Looks into evaluation of information provision probability from different sources, based on use of linguistic variables. Formation of functions appurtenant for its unclear variables provides for adoption of decisions by the decision maker, in conditions of nonprobabilistic equivocation. The development of market relations in Ukraine increases the independence and responsibility of enterprises in justifying and making management decisions that ensure their effective, competitive activities. As a result of the analysis, it is determined that the condition of economic facilities can (...) be described and determined by the decision-maker, in the presence of the necessary information. The confidence of the decision-maker in the information received is different and the decisions made have a correspondingly different level of information risk. It is important to substantiate the procedure for assessing the numerical extent of information risk in decision-making based on the information obtained in conditions of uncertainty. The use of a linguistic variable in the processing of expert data presented in the form of a matrix of binary relations of values of the membership function, which allowed to move to further processing of knowledge to support decision-making in the management of industrial, commercial, financial and other activities. As a mathematical model for estimating the numerical measure of information risk when making decisions based on the information obtained in conditions of non-stochastic uncertainty, a model has been developed to model natural language uncertainties, which differs from existing ones by formalizing knowledge taking into account uncertainty of input information. Making such a clear decision in a fuzzy environment has appropriate values of effectiveness and risk. The paper proposes all the functions and accessories of indicators of both quantitative nature and qualitative nature to bring their values in the field of definition to one scale. Then the indicator of the effectiveness of decision-making will be a measure of the clarity of the cross-section of fuzzy subsets, which correspond to the introduced indicators of information risk. The condition of economic facilities can be described and determined by the decision-maker, if the necessary information is available. Decision-making on thenumerical measure of information risk must be determined by a set of basic indicators, which can be both quantitative and qualitative in nature. Predictive values of indicators should be determined in conditions of nonstochastic uncertainty. In this case, the indicators of a quantitative nature can be determined by fuzzy triangular numbers, which implement a high level of confidence in the subjective judgments of experts. Indicators of qualitative nature should be presented in linguistic variables. The values of the indicators of qualitative nature that are predicted must be considered for all fuzzy variable terms-sets of linguistic variables introduced into consideration. For any fuzzy variable, the introduction to the consideration of a clear set of values as carriers of the α-level of its membership function allows to reduce to a single interpretation of the predicted values of indicators of quantitative and qualitative nature in terms of non-stochastic uncertainty. (shrink)

Financial risks are among the most important risks in the construction industry projects, which significantly impact project objectives, including project cost. Besides, financial risks have many interactions with each other and project parameters, which must be taken into account to analyze risks correctly. In addition, a source of financial risks in a project is the contract, which is the most important project document. Identifying terms related to financial risks in a contract and considering their effects on (...) the risk management process is an essential issue that has been neglected. Hence, an integrated model for evaluating financial risks and their related contractual clauses were presented. To this end, the effect of financial risks on the project cost was simulated using a system dynamics model. Moreover, terms related to financial risks in a contract text were identified and extracted using text mining, and their effect was included in the system dynamics model. The model was implemented in a hospital construction project in Tehran as a case study, and its results were analyzed. The innovation of the research is integrating text mining and the system dynamics model to investigate the effect of financial risks and related contractual clauses on the project cost. (shrink)

This paper describes the results of a field experiment involving 400 employees from ten financial institutions operating within the Shenzhen Special Economic Zone of the People's Republic of China. It was found that, when faced with an agency-based problem, employees indicated they would be less inclined to advise management of the existence of unethical work practices. Younger employees without supervisory experience displayed significant risk aversion. Traditional Chinese values associated with Confucian work dynamism, were shown to be poor (...) predictors of moral choice response. A parsimonious regression model was developed that provides evidence that the universal trait Masculinity/Femininity acted to offset the negative influence of the agency problem. On the other hand, an operative's level of education attainment exerted a negative influence on moral response scores. (shrink)