This paper explores how political theory may help us map algorithmic logics against different visions of the political. Drawing on Chantal Mouffe’s theories of agonistic pluralism, this paper depicts algorithms in public life in ten distinct scenes, in order to ask the question, what kinds of politics do they instantiate? Algorithms are working within highly contested online spaces of public discourse, such as YouTube and Facebook, where incompatible perspectives coexist. Yet algorithms are designed to produce clear “winners” from information contests, (...) often with little visibility or accountability for how those contests are designed. In isolation, many of these algorithms seem the opposite of agonistic: much of the complexity of search, ranking, and recommendation algorithms is nonnegotiable and kept far from view, inside an algorithmic “black box.” But what if we widen our perspective? This paper suggests agonistic pluralism as both a design ideal for engineers and a provocation to understand algorithms in a broader social context: rather than focusing on the calculations in isolation, we need to account for the spaces of contestation where they operate. (shrink)

In this study we examine (1) how a manager’s risk behavior is influenced by developing success (or failure) as an impending settling up deadline to report performance approaches, (2) how willingness to provide transparent accountability is negatively affected by perceived risk and eroding trust, and (3) how others interpret and respond to reduced transparency. As perceptions of high levels of risks suggest a lack of environmental control of a firm’s destiny in contemporary settings, we adopt a historical approach to examine (...) these issues. In this respect we draw on primary sources found in library archives in Spain and Argentina. Our focal case refers to the contract signed and executed between the South Sea Company and Captain José de Salinas (1731–1735) to walk 408 Negroes from Buenos Aires to Potosí and sell them en route or at destination. Drawing on this evidence, we examine how bring about unethical conduct featured by increasingly risky business practices, and how eroding trust conditions lead to only summary record-keeping and delayed reporting. In turn, diminished accountability further undermined trust. Our findings have implications for further research in this area as well as for contemporary cases of accounting failures. (shrink)

This article considers the issue of opacity as a problem for socially consequential mechanisms of classification and ranking, such as spam filters, credit card fraud detection, search engines, news trends, market segmentation and advertising, insurance or loan qualification, and credit scoring. These mechanisms of classification all frequently rely on computational algorithms, and in many cases on machine learning algorithms to do this work. In this article, I draw a distinction between three forms of opacity: opacity as intentional corporate or state (...) secrecy, opacity as technical illiteracy, and an opacity that arises from the characteristics of machine learning algorithms and the scale required to apply them usefully. The analysis in this article gets inside the algorithms themselves. I cite existing literatures in computer science, known industry practices, and do some testing and manipulation of code as a form of lightweight code audit. I argue that recognizing the distinct forms of opacity that may be coming into play in a given application is a key to determining which of a variety of technical and non-technical solutions could help to prevent harm. (shrink)

The United Nations Guiding Principles on Business and Human Rights, resulting from the work of John Ruggie and his team, largely depend on state action and corporate good will for their implementation. One increasingly popular way for states to prevent and redress violations of human rights committed by companies outside their country of registration is to adopt measures with extraterritorial implications, some of which are presented in the article, or to assert direct extraterritorial jurisdiction in specific instances. Some United Nations (...) human rights bodies and non-governmental organisations are clearly supporting the use of extraterritoriality and have argued that international human rights law places an obligation on states to embrace extraterritoriality so as to better control the activities of companies registered on their territories. In this context, the article aims to determine whether extraterritoriality is the magic potion that will help enhance corporate accountability for human rights violations committed overseas. The article explores whether such obligation exists and, beyond this, whether extraterritoriality should be further encouraged. (shrink)

Part of understanding the meaning and power of algorithms means asking what new demands they might make of ethical frameworks, and how they might be held accountable to ethical standards. I develop a definition of networked information algorithms as assemblages of institutionally situated code, practices, and norms with the power to create, sustain, and signify relationships among people and data through minimally observable, semiautonomous action. Starting from Merrill’s prompt to see ethics as the study of “what we ought to do,” (...) I examine ethical dimensions of contemporary NIAs. Specifically, in an effort to sketch an empirically grounded, pragmatic ethics of algorithms, I trace an algorithmic assemblage’s power to convene constituents, suggest actions based on perceived similarity and probability, and govern the timing and timeframes of ethical action. (shrink)

We are currently witnessing a sharp rise in the use of algorithmic decision-making tools. In these instances, a new wave of policy concerns is set forth. This article strives to map out these issues, separating the wheat from the chaff. It aims to provide policy makers and scholars with a comprehensive framework for approaching these thorny issues in their various capacities. To achieve this objective, this article focuses its attention on a general analytical framework, which will be applied to a (...) specific subset of the overall discussion. The analytical framework will reduce the discussion to two dimensions, every one of which addressing two central elements. These four factors call for a distinct discussion, which is at times absent in the existing literature. The two dimensions are the specific and novel problems the process assumedly generates and the specific attributes which exacerbate them. While the problems are articulated in a variety of ways, they most likely could be reduced to two broad categories: efficiency and fairness-based concerns. In the context of this discussion, such problems are usually linked to two salient attributes the algorithmic processes feature—its opaque and automated nature. (shrink)

This paper explores the relationship between accountability, trust and corporate reputation building. Increasing numbers of corporations are mobilising themselves to put more and more information out into the public domain as a way of communicating with stakeholders. Corporate social accounting and stakeholder engagement is happening on an unprecedented scale. Rather than welcoming such initiatives, academics have been quick to pick faults with contemporary social auditing and reporting, claiming that in its current form it is not about demonstrating accountability at all, (...) but rather about building corporate reputation. Academics argue that ‘accountability should hurt’, that if accountability is an enjoyable process, then the organisation isn’t doing it right. For organisations that are currently engaging with stakeholders and ostensibly becoming more transparent about their corporate social performance, this kind of critique is likely to be bewildering. This paper argues that central to the notion of accountability and to contemporary social accounting practice is the concept of trust. Accountability is based upon a distrust of corporate management, whereas corporate reputation building is about strategically seeking to establish trust in stakeholder relationships in order to negate formal accountability requirements. Using a split trust continuum, the paper seeks to explain and synthesise what seem to be two very different paradigms of organisational transparency. (shrink)

This paper explores the relationship between accountability, trust and corporate reputation building. Increasing numbers of corporations are mobilising themselves to put more and more information out into the public domain as a way of communicating with stakeholders. Corporate social accounting and stakeholder engagement is happening on an unprecedented scale. Rather than welcoming such initiatives, academics have been quick to pick faults with contemporary social auditing and reporting, claiming that in its current form it is not about demonstrating accountability at all, (...) but rather about building corporate reputation. Academics argue that ‘accountability should hurt’, that if accountability is an enjoyable process, then the organisation isn’t doing it right. For organisations that are currently engaging with stakeholders and ostensibly becoming more transparent about their corporate social performance, this kind of critique is likely to be bewildering. This paper argues that central to the notion of accountability and to contemporary social accounting practice is the concept of trust. Accountability is based upon a distrust of corporate management, whereas corporate reputation building is about strategically seeking to establish trust in stakeholder relationships in order to negate formal accountability requirements. Using a split trust continuum, the paper seeks to explain and synthesise what seem to be two very different paradigms of organisational transparency. (shrink)

What's not to like about shared decision‐making? These programs employ specially crafted decision aids to educate patients about their treatment options and then merge the newly informed patient preferences, both general and treatment‐specific, with guidance from physicians to optimize medical decisions. Sounds great, right? Even better, recent evidence indicates that shared decision‐making programs may also help bend the proverbial cost curve by reducing the use of medical interventions that patients, now properly educated about their options, often say they do not (...) want. The notion that programs to inform and elicit patient choice might also help to align health care delivery with patient preferences for less invasive and therefore less costly treatment options seems the rarest of mutual wins in health care, in which what is best for the individual might also benefit the whole. Yet there has been scant attention to how the goals of patient care and cost‐containment, and perhaps even profitability, coincide or conflict. (shrink)

Addressing the critique that communication activities with regard to CSR are often merely instrumental marketing or public relation tools, this paper develops a toolbox of CSR communication that takes into account a deliberative notion. We derive this toolbox classification from the political approach of CSR that is based on Habermasian discourse ethics and show that it has a communicative core. Therefore, we embed CSR communication within political CSR theory and extend it by Habermasian communication theory, particularly the four validity claims (...) of communication. Given this communicative basis, we localize CSR communication as a main means to receive moral legitimacy within political CSR theory. A typology of CSR communication tools is advanced and substantiated by a review of case studies supporting the categories. Thus, we differentiate between instrumental and deliberative, as well as published and unpublished tools. Practical examples for the literature-derived tool categories are provided and their limitations are discussed. (shrink)

This long-awaited book sets out the implications of Habermas's theory of communicative action for moral theory. "Discourse ethics" attempts to reconstruct a moral point of view from which normative claims can be impartially judged. The theory of justice it develops replaces Kant's categorical imperative with a procedure of justification based on reasoned agreement among participants in practical discourse.Habermas connects communicative ethics to the theory of social action via an examination of research in the social psychology of moral and interpersonal development. (...) He aims to show that our basic moral intuitions spring from something deeper and more universal than contingent features of our tradition, namely from normative presuppositions of social interaction that belong to the repertoire of competent agents in any society. Jürgen Habermas is Professor of Philosophy at the University of Frankfurt. (shrink)

Confronted with mounting pressure to ensure accountability vis-à-vis customers, citizens and beneficiaries, organizational leaders need to decide how to choose and implement so-called accountability standards. Yet while looking for an appropriate standard, they often base their decisions on cost-benefit calculations, thus neglecting other important spheres of influence pertaining to more broadly defined stakeholder interests. We argue in this paper that, as a part of the strategic decision for a certain standard, management needs to identify and act according to the needs (...) of all stakeholders. We contend that the creation of a dialogical understanding among affected stakeholders cannot be a mere outcome of applying certain accountability standards, but rather must be a necessary precondition for their use. This requires a stakeholder dialogue prior to making a choice. We outline such a discursive decision framework for accountability standards based on the Habermasian concept of communicative action and, in the final section, apply our conceptual framework to one of the most prominent accountability tools (AA 1000). (shrink)

Modern society is challenged by a loss of efficiency in national governance systems values, and lifestyles. Corporate social responsibility (CSR) discourse builds upon a conception of organizational legitimacy that does not appropriately reflect these changes. The problems arise from the a-political role of the corporation in the concepts of cognitive and pragmatic legitimacy, which are based on compliance to national law and on relatively homogeneous and stable societal expectations on the one hand and widely accepted rhetoric assuming that all members (...) of society benefit from capitalist production on the other. We therefore propose a fundamental shift to moral legitimacy, from an output and power oriented approach to an input related and discursive concept of legitimacy. This shift creates a new basis of legitimacy and involves organizations in processes of active justification vis-à-vis society rather than simply responding to the demands of powerful groups. We consider this a step towards the politicization of the corporation and attempt to re-embed the debate on corporate legitimacy into its broader context of political theory, while reflecting the recent turn from a liberal to a deliberative concept of democracy. (shrink)

Algorithms silently structure our lives. Algorithms can determine whether someone is hired, promoted, offered a loan, or provided housing as well as determine which political ads and news articles consumers see. Yet, the responsibility for algorithms in these important decisions is not clear. This article identifies whether developers have a responsibility for their algorithms later in use, what those firms are responsible for, and the normative grounding for that responsibility. I conceptualize algorithms as value-laden, rather than neutral, in that algorithms (...) create moral consequences, reinforce or undercut ethical principles, and enable or diminish stakeholder rights and dignity. In addition, algorithms are an important actor in ethical decisions and influence the delegation of roles and responsibilities within these decisions. As such, firms should be responsible not only for the value-laden-ness of an algorithm but also for designing who-does-what within the algorithmic decision. As such, firms developing algorithms are accountable for designing how large a role individual will be permitted to take in the subsequent algorithmic decision. Counter to current arguments, I find that if an algorithm is designed to preclude individuals from taking responsibility within a decision, then the designer of the algorithm should be held accountable for the ethical implications of the algorithm in use. (shrink)

The European Commission has suggested that the use of joint audits should lead to improved auditor skepticism and—by extension—audit quality, through increased accountability. However, archival research does not find support for improved audit quality in a joint audit setting. To better understand the relationship between accountability in different review regimes and auditors’ judgments, we examine the behavioral effect of implementing a joint audit relative to other review regimes based on a 1 × 3 experimental design. Forty-seven senior auditors and partners (...) from a Big Four firm performed a going concern evaluation task under one of three review regimes: the joint audit, the internal review, and the no review regime. Notwithstanding the difference in the audiences to which auditors are accountable, there is no difference in the judgment process. In terms of their judgment outcome, however, auditors in the joint audit setting were the least skeptical in their judgment of the going concern assumption. Overall, we suggest that the joint audit may lead to unintended behavioral consequences. (shrink)

Both corporate and global governance seem to demand increasingly sophisticated means for identification. Supposedly justified by an appeal to security threats, fraud and abuse, citizens are screened, located, detected and their data stored, aggregated and analysed. At the same time potential customers are profiled to detect their habits and preferences in order to provide for targeted services. Both industry and the European Commission are investing huge sums of money into what they call Ambient Intelligence and the creation of an ‘Internet (...) of Things’. Such intelligent networked environments will entirely depend on real time monitoring and real time profiling, resulting in real time adaptation of the environment. In this contribution the author will assess the threats and opportunities of such autonomic profiling in terms of its impact on individual autonomy and refined discrimination and indicate the extent to which traditional data protection is effective as regards profiling. (shrink)

The purpose of this article is to transcend the assumption that stakeholder engagement is necessarily a responsible practice. Stakeholder engagement is traditionally seen as corporate responsibility in action. Indeed, in some literatures there exists an assumption that the more an organisation engages with its stakeholders, the more it is responsible. This simple 'more is better' view of stakeholder engagement belies the true complexity of the relationship between engagement and corporate responsibility. Stakeholder engagement may be understood in a variety of different (...) ways and from a variety of different theoretical perspectives. Stakeholder engagement may or may not involve a moral dimension and, hence, is primarily a morally neutral practice. It is therefore argued that stakeholder engagement must be seen as separate from, but related to, corporate responsibility. A model that reflects the multifaceted relationship between the two constructs is proposed. This model not only allows the coincidence of stakeholder engagement with corporate responsibility, but also allows for the development of the notion of corporate irresponsibility. (shrink)

ABSTRACT:Based on theoretical insights of discourse ethics as developed by Jürgen Habermas, we delineate a proposal to further develop the institutionalization of social accounting in multinational corporations (MNCs) by means of “Social Accountability 8000” (SA 8000). First, we discuss the cornerstones of Habermas's discourse ethics and elucidate how and why this concept can provide a theoretical justification of the moral point of view in MNCs. Second, the basic conception, main purpose, and implementation procedure of SA 8000 are presented. Third, we (...) critically examine SA 8000 from a Habermasian perspective, and discuss advantages and drawbacks of the initiative. Fourth, to address the drawbacks, we introduce a “discourse-ethically” extended version of SA 8000. We show that this approach is theoretically well-founded and able to overcome some of the current deficits of the certification initiative. We demonstrate that the extended version of SA 8000 can be successfully applied on a cross-cultural basis, and that our findings have significant implications for other international ethics initiatives. (shrink)

ABSTRACT:Based on theoretical insights of discourse ethics as developed by Jürgen Habermas, we delineate a proposal to further develop the institutionalization of social accounting in multinational corporations (MNCs) by means of “Social Accountability 8000” (SA 8000). First, we discuss the cornerstones of Habermas's discourse ethics and elucidate how and why this concept can provide a theoretical justification of the moral point of view in MNCs. Second, the basic conception, main purpose, and implementation procedure of SA 8000 are presented. Third, we (...) critically examine SA 8000 from a Habermasian perspective, and discuss advantages and drawbacks of the initiative. Fourth, to address the drawbacks, we introduce a “discourse-ethically” extended version of SA 8000. We show that this approach is theoretically well-founded and able to overcome some of the current deficits of the certification initiative. We demonstrate that the extended version of SA 8000 can be successfully applied on a cross-cultural basis, and that our findings have significant implications for other international ethics initiatives. (shrink)

Are culture driven ethical conflicts apparent in the discourse of the protagonists? A multi-year, multi-cultural study of managers by Trompenaars and Hampden-Turner resulted in two conclusions relevant to business ethics. The first is that intercultural business conflicts can often be traced to a finite set of cultural differences. The second is that enough similarities exist between cultures to provide the grounds for conflict resolution. The research reported here gives credence to their study when applied to an ethical conflict viewed from (...) French and American perspectives. (shrink)

Between 2006 and 2011, humanity accumulated 1,600 EB of data. As a result of this growth, there is now more data produced than available storage. This article explores the problem of “Big Data,” arguing for an epistemological approach as a possible solution to this ever-increasing challenge.

The objective of this study is to evaluate auditors’ perceived responsibility for fraud detection. Auditors play a critical role in managing fraud risk within organizations. Although professional standards and guidance prescribe responsibility in the area, little is known about auditors’ sense of responsibility for fraud detection, the factors affecting perceived responsibility, and how responsibility affects auditor performance. We use the triangle model of responsibility as a theoretical basis for examining responsibility and the effects of accountability, fraud type, and auditor type (...) on auditors’ perceived fraud detection responsibility. We also test how perceived responsibility affects auditor brainstorming performance given the importance of brainstorming in audits. A sample of 878 auditors participated in an experiment with accountability pressure and fraud type manipulated randomly between subjects. As predicted, accountable auditors report higher detection responsibility than anonymous auditors. We also find a significant fraud type × auditor type interaction with external auditors perceiving the most detection responsibility for financial statement fraud, while internal auditors report similar detection responsibility for all fraud types. Analysis of the triangle model’s formative links reveals that professional obligation and personal control are significantly related to responsibility, while task clarity is not. Finally, the results indicate that perceived responsibility positively affects the number of detection procedures brainstormed and partially mediates the significant accountability–brainstorming relation. (shrink)

With globalization, environmental problems and significant failures in corporate governance, business ethics is perceived to be of increasing importance. This is particularly so for IS because of the huge social effects of new technologies. Yet there has been relatively little discussion of ethics in the IS literature and no clear consensus has emerged. This paper argues that Habermas’s discourse ethics can make a major, and practical, contribution. After outlining some major ethical theories and how they have been interpreted in business (...) ethics and IS, the paper details the development of discourse ethics. Discourse ethics is different from other approaches to ethics as it is grounded in actual debates between those affected by decisions and proposals. Recognizing that the theory is rather abstract, the final section discusses how it can be pragmatized, with the help of existing soft and critical methodologies, to become a basis for business and IS ethics. (shrink)

In information societies, operations, decisions and choices previously left to humans are increasingly delegated to algorithms, which may advise, if not decide, about how data should be interpreted and what actions should be taken as a result. More and more often, algorithms mediate social processes, business transactions, governmental decisions, and how we perceive, understand, and interact among ourselves and with the environment. Gaps between the design and operation of algorithms and our understanding of their ethical implications can have severe consequences (...) affecting individuals as well as groups and whole societies. This paper makes three contributions to clarify the ethical importance of algorithmic mediation. It provides a prescriptive map to organise the debate. It reviews the current discussion of ethical aspects of algorithms. And it assesses the available literature in order to identify areas requiring further work to develop the ethics of algorithms. (shrink)