The literature on algorithmic fairness has examined exogenous sources of biases such as shortcomings in the data and structural injustices in society. It has also examined internal sources of bias as evidenced by a number of impossibility theorems showing that no algorithm can concurrently satisfy multiple criteria of fairness. This paper contributes to the literature stemming from the impossibility theorems by examining how informational richness affects the accuracy and fairness of predictive algorithms. With the aid of a computer simulation, we (...) show that informational richness is the engine that drives improvements in the performance of a predictive algorithm, in terms of both accuracy and fairness. The centrality of informational richness suggests that classification parity, a popular criterion of algorithmic fairness, should be given relatively little weight. But we caution that the centrality of informational richness should be taken with a grain of salt in light of practical limitations, in particular, the so-called bias-variance trade off. (shrink)

According to many accounts, propaganda is a variety of politically significant signal with a distinctive connection to irrationality. This irrationality may be theoretical, or practical; it may be supposed that propaganda characteristically elicits this irrationality anew, or else that it exploits its prior existence. The view that encompasses such accounts we will call irrationalism. This essay presents two classes of propaganda that do not bear the sort of connection to irrationality posited by the irrationalist: hard propaganda and propaganda by the (...) deed. Faced with these counterexamples, some irrationalists will offer their account of propaganda as a refinement of the folk concept rather than as an attempt to capture all of its applications. The author argues that any refinement of the concept of propaganda must allow the concept to remain essentially political, and that the irrationalist refinement fails to meet this condition. (shrink)

Some of the most invidious injustices are seemingly the results of impersonal workings of rigged social structures. Who bears responsibility for the injustices perpetrated through them? Iris Marion...

It is becoming more common that the decision-makers in private and public institutions are predictive algorithmic systems, not humans. This article argues that relying on algorithmic systems is procedurally unjust in contexts involving background conditions of structural injustice. Under such nonideal conditions, algorithmic systems, if left to their own devices, cannot meet a necessary condition of procedural justice, because they fail to provide a sufficiently nuanced model of which cases count as relevantly similar. Resolving this problem requires deliberative capacities uniquely (...) available to human agents. After exploring the limitations of existing formal algorithmic fairness strategies, the article argues that procedural justice requires that human agents relying wholly or in part on algorithmic systems proceed with caution: by avoiding doxastic negligence about algorithmic outputs, by exercising deliberative capacities when making similarity judgments, and by suspending belief and gathering additional information in light of higher-order uncertainty. (shrink)

Recent structural innovations in global commerce present difficult challenges for legacy understandings of responsibility. The rise of outsourcing, sub-contracting, and mobile app-based platforms have dramatically restructured relationships between and among economic actors. Though not entirely new, the remarkable rise in the prevalence of these “not-quite-arm’s-length” relationships present difficulties for conceptions of responsibility based on interrogating the past for specifiable actions by blameworthy actors. Iris Marion Young invites investigation of a “social connection model of responsibility” (SCMR) that is, in many ways, (...) better suited to this new commercial reality. Scholars working to understand corporate responsibility have invoked Young’s model to some good effect, though often superficially and uncritically. In this paper, we look closely at Young’s social connection model and its potential for helping us understand corporate responsibility in a radically networked world. (shrink)

A structural harm results from countless apparently innocuous interactions between a great many individuals in a social system, and not from any agent’s intentionally producing the harm. Iris Young has influentially articulated a model of individual moral responsibility for such harms, and several other philosophers have taken it as their starting point for dealing with the phenomenon of structural injustice. In this paper, I argue that this social connection model is far less realistic and socially effective than it aims to (...) be. This is because the model systematically neglects the key role played by the emotions in human moral life. (shrink)

Non-communicable diseases are no longer largely limited to high-income countries and the elderly. The burden of non-communicable diseases is rising across all country income categories, in part because these diseases have been relatively overlooked on the global health agenda. Historically, communicable diseases have been prioritized in many countries as they were perceived to constitute the greatest disease burden, especially among vulnerable and poor populations, and strategies for prevention and treatment, which had been successful in high-income settings, were considered feasible and (...) often affordable in low-income settings. This prioritization has reduced the communicable diseases burden globally but has left non-communicable diseases largely neglected. A new approach is urgently needed to tackle non-communicable diseases. Based on an analysis of potential features which may have underlain the different approaches to non-communicable diseases and communicable diseases until now, including acuity of disease, potential for control or cure, cost, infectiousness, blaming of individuals and logistical barriers, little ethical or rational justification can be found to support continued neglect of non-communicable diseases. Justice demands access to quality and affordable care for all. An equitable approach to non-communicable diseases is therefore strongly mandated on medical, ethical, economic, and public health grounds. Funding must not however be diverted away from communicable diseases, which continue to require attention—but concomitantly, funding for non-communicable diseases must be increased. International and multi-sectoral action is required to accelerate progress towards true universal health coverage and towards achievement of all of the sustainable development goals, such that prevention and access to care for non-communicable disease can become a global reality. (shrink)

ABSTRACTIn this article, we explore the debate on corporate citizenship and the role of business in global governance. In the debate on political corporate social responsibility it is assumed that under globalization business is taking up a greater political role. Apart from economic responsibilities firms assume political responsibilities taking up traditional governmental tasks such as regulation of business and provision of public goods. We contrast this with a subsidiarity-based approach to governance, in which firms are seen as intermediate actors who (...) have political co-responsibilities in society endowed upon them by national governmental institutions. We argue that both approaches face conceptual and empirical problems, and do not make clear the content and scope of political corporate responsibility. Based on Iris Marion Young’s account of political responsibility we argue that corporate actors and governmental actors have a shared responsibility to tackle societal problems. Taking political corporate responsibility not only entails engaging in private action or engaging in public–private partnerships, but it also includes aiding governmental actors to remedy injustice or even create public institutions where they do not yet exist. By adding this perspective we contribute to the debate on responsibility in corporate citizenship and clarify the political role business can play in global governance. (shrink)

Global structural injustices are harms caused by structural processes, involving multiple individuals, acting across more than one state. Young (2011) developed the concept of ‘political responsibility,’ to allocate responsibility for structural injustice. In this paper, I am going to argue that when considering the climate crisis Young’s model needs to be adapted— to have agency as a basis for allocating political responsibility instead of contribution. This is a more intuitive way to allocate responsibility for the climate crisis given its nature (...) as a threshold problem, and the subtle structural positions occupied by the individuals involved. (shrink)

This paper examines the role played by consumers in producing what Iris Marion Young calls structural injustice. Through their consumption of a commodity, consumers can contribute to injustice, often as a result of their ignorance toward the ethical footprint of the commodity in question. After establishing that consumers are routinely implicated in structural injustice (Section I), I defend Young’s scepticism towards attributing blame to those who contribute to injustice through acts of consumption, whether their contribution to injustice result from a (...) state of moral or factual ignorance (Sections II-IV). I then examine the action-guiding implications of Young’s work and introduce the concept of conspicuousness to narrow the vast range of possibilities for action (Section V). I also suggest a revision to Young’s derivation of the responsibility she ascribes to people for ameliorating injustice. (shrink)

Food-related non-communicable diseases such as obesity, type 2 diabetes and cardiovascular diseases are key threats to public health. Yet, the responsibility for food-related health harms is contested. While traditionally viewed as mainly an individual responsibility or a governmental responsibility, fingers are nowadays also pointed at the food and beverage industry, as many firms are producing and marketing unhealthy products that contribute to the rise of obesity and other food-related NCDs. Yet, does the behaviour of the industry and the impact its (...) products have on public health also give reason for moral concern? Are these firms doing anything wrong? Are there normative considerations on the basis of which it can be argued that food and beverage firms have a responsibility for public health? This thesis explores the moral grounds for firms in the food and beverage industry to address food-related public health problems, and simultaneously reflects upon what taking responsibility for these problems could entail in practice. Drawing on debates in business ethics, political philosophy, and public health ethics, it is argued that food and beverage firms have distinct responsibilities for food-related health problems, and that these responsibilities spring from considerations of _non-maleficence_, _respect for autonomy _and _justice_. The thesis makes clear how responsibility for public health can be understood as an essentially shared responsibility, and outlines what taking responsibility could entail for various firms in the food and beverage industry and makes recommendations on what kind of behaviour firms should no longer engage in. (shrink)

In the political context, the tenet of subsidiarity states that societal tasks should be solved by subordinate entities in society if these entities have the competencies to solve such problems wit...

An overview of the feminist theory literature on welfare policy and politics is presented. This introductory essay places a particular emphasis on the works that fall within the political sociology and normative political philosophy genres. In a lengthy digression, the article offers a tribute to the work of Iris Marion Young. It examines the centrality of her thinking about distribution, cultural marginalization, the welfare state bureaucracy, transnational responsibility and solidarity, and the pitfalls of maternalist discourse for this field. In the (...) conclusion, the article makes brief remarks about each of the contributions to the special issue on Feminist Theory and Welfare. (shrink)

This paper develops a concept of structural linguistic injustice. By employing the so-called structural-injustice approach, it argues that individuals' seemingly harmless language attitudes and language choices might enable serious harms on a collective level, constituting what one could call a structural linguistic injustice. Section 1 introduces the linguistic-justice debate. By doing so, it establishes linguistic diversity as the context in which phenomena such as individuals' language attitudes, language choice, and language loss occur. Moreover, the paper illustrates why employing the structural-injustice (...) approach might be beneficial for the linguistic-justice debate. Section 2 conceptualizes individuals' (certain types of) language attitudes and language choice as (objectionable) social structures. Section 3 provides a concept of structural linguistic injustice. Section 4 suggests one possible remedy for structural linguistic injustice. Section 5 concludes the paper. (shrink)

Wem wird geglaubt und wem nicht? Wessen Wissen wird weitergegeben und wessen nicht? Wer hat eine Stimme und wer nicht? Theorien der epistemischen Ungerechtigkeit befassen sich mit dem breiten Feld der ungerechten oder unfairen Behandlung, die mit Fragen des Wissens, Verstehens und Kommunizierens zusammenhängen, wie z.B. die Möglichkeit, vom Wissen oder von kommunikativen Praktiken ausgeschlossen zu werden oder zum Schweigen gebracht zu werden, aber auch Kontexte, in denen die Bedeutungen mancher systematisch verzerrt oder falsch gehört und falsch dargestellt werden, in (...) denen manchen misstraut wird oder es an epistemischer Handlungsfähigkeit mangelt. In diesem Buch wird eine Übersicht über die breite Debatte epistemischer Ungerechtigkeit, epistemischer Unterdrückung und epistemischer Gewalt gegeben, in dem unterschiedliche Theorien, die sich auf der Schnittstelle von Gerechtigkeitstheorie und epistemischen Fragen befinden, systematisch und kritisch diskutiert sowie theoretische Vorgänger dieser Theorien beleuchtet werden. (shrink)

Sex. Die meisten von uns haben ihn. Mal schlecht, mal gut, manchmal phänomenal. Die wenigsten denken lange drüber nach. Oder reden offen drüber. Dabei ist gar nicht so klar, was Sex eigentlich gut macht. Und wann ist Sex schlecht? Oder nicht nur schlecht, sondern sogar moralisch problematisch? Hilkje Hänel zeigt, dass es gar nicht so einfach ist, zwischen (moralisch) problematischem Sex und gutem Sex klar zu unterscheiden und dass es dabei häufig vor allem auf den Kontext und unsere Kommunikation ankommt. (...) Auf der Basis aktueller Wissenschaft und medialer Bewegungen wie #MeToo verteidigt Hänel ihre Ansichten gegen die wichtigsten Einwände und argumentiert für mehr Respekt im Bett. (shrink)

For all the talk there has been lately about privilege, few have commented on the moral obligations that are associated with having privilege. Those who have commented haven't gone much beyond the idea that the privileged should be conscious of their privilege, should listen to those who don't have it. Here we want to go further, and build an account of the moral obligations of those with a particular kind of privilege: race privilege. In this paper we articulate an understanding (...) of race privilege, say how a person can know when she has it, and argue that a race-privileged person has obligations to offset her privilege. We make concrete suggestions for how she can, at least approximately, do this. We use particular racial group disparities in the United States as our running example throughout the paper, although our conclusions generalize. (shrink)

The aim of this article is to introduce and defend a revised conception of responsibility - namely, participatory responsibility. It starts from the insight that some pressing problems of global injustice render our common conception of responsibility useless. As an alternative the author mainly discusses Iris Marion Young's social connection model of responsibility. However, Young's approach becomes unconvincing in addressing and weighing specific duties. The author therefore adds a basic rights approach to her conception and argues that mere participation in (...) a basic-rights-violating structure creates superordinated responsibilities for justice. Thus institutions and individual persons hold responsibility not because they have intentionally caused a foreseeable wrong, but because they have participated in, and thereby maintained, a social structure which has morally unacceptable effects. (shrink)

Roma in Europe are suffering from manifold injustices and are subject to serious discrimination; carried out both interpersonally as well as institutionally. As with most forms of oppression, the oppression of Roma has a long history in Europe. This paper shows how a genealogy of the oppression of Roma in Europe provides a more adequate understanding of the oppression that Roma face within Europe nowadays. Furthermore, the paper delineates the particular epistemic features of said oppression with the help of some (...) examples and argues that it takes three forms: epistemic segregation, dominant intelligibility frameworks of white supremacy, and dismissal of ‘the right to be known’. The paper then uses the epistemic dimension of the ongoing oppression to argue that Roma can be accurately described as (a) internally colonized subjects and (b) as suffering from internal colonization – in the midst of Europe. (shrink)

In this paper, I interrogate an ethical obligation to participate in genomics research on the basis of solidarity. I explore two different ways in which solidarity is used to motivate participation in genomics research: as an appeal to participate in genomic research because it cultivates solidarity and as an appeal to participate in genomic research because it expresses solidarity. I critique those appeals and draw lessons from them for how we ought to understand solidarity. The working definition of solidarity that (...) I defend is that solidarity involves recognizing another creature, person, or persons as, like ourselves, vulnerable to injustice and entails acting in ways that contribute to creating, reforming, and participating in institutions that are aimed at enhancing their flourishing. I argue that participating in genomics research is not an expression of solidarity. Participation in research may be praiseworthy, a “good thing to do,” but actually cultivating and expressing solidarity requires much more of us. (shrink)

Referring to the phenomenon of structural injustice resulting from unintended consequences of the combination of the actions of many people, Iris Marion Young claims for a new understanding of responsibility. She proposes what she calls a social connection model of responsibility which assigns responsibility to individuals also for participating in ongoing structural and social processes. To remedy structural injustice Young claims for collective action of various actors in society and assigns different degrees of responsibility depending on the agent’s position within (...) the structural process. However, although Young mentions power, privilege, interest, and collective ability as parameters influencing the degree of an actor’s responsibility to contribute to structural change she does not elaborate which responsibilities concern which groups in society. As we will outline in our contribution, we hold the tenet of subsidiarity to be a useful supplement to the conception of Iris Marion Young which would allow for assigning such responsibilities to different layers in society. However, since the tenet of subsidiarity is only a supple principle which does not distinguish between different kinds of duties, we propose to enrich the tenet of subsidiarity by the Kantian conception of perfect and imperfect duties. (shrink)

The experiences of working-class people and those from communities of color seeking abortions in the United States before and during COVID-19 call for feminist, relational pandemic ethics. Françoise Baylis and colleagues argue for public health ethics that emphasize relational personhood, relational autonomy, social justice, and solidarity. COVID-19 abortion bans in the United States require vigilance against powerful actors who abuse these values—particularly that of solidarity—to further their political, religious, and/or economic agendas in harmful ways. Thus, efforts to promote solidarity during (...) a pandemic must attend to social injustice and systemic oppression and provide resources to vulnerable people. (shrink)

The strong correlation between people’s socioeconomic position and health within high income countries is a well-documented fact. A person’s occupation, income and education level tell us a lot about that person’s prospects on a long and healthy life, such that we can speak of a ‘social gradient in health’, or a ‘socioeconomic health gap’. This association is often perceived to be unjust. Therefore, it is generally thought that governments should aim to reduce socioeconomic health inequalities. However, this idea needs ethical (...) justification, for it is not evident if and why exactly these inequalities are unjust. For instance, are inequalities in health unjust per se? Or because the underlying socioeconomic inequalities are unjust? And does justice require equal health levels, or a minimum level of health? What complicates the issue, is that the width of the health gap, or the steepness of the social gradient, depends on what health measures are used. Overall, the more subjective the measure, the greater the inequalities appear to be. But are all these measures equally morally relevant? This dissertation aims to give a better understanding of these philosophical questions. It does so by investigating the question of what we should understand by health in the first part, after which it addresses the question of how to evaluate socioeconomic health inequalities in the light of justice. The introduction begins with a description of the phenomenon of socioeconomic health inequalities, and how it has been addressed by politicians, epidemiologists and philosophers in the past and today. The chapter continues by formulating the central question of the dissertation – that of which health inequalities should be focused in the light of a concern with social justice. It explicates how this dissertation contributes to answering that question, by discussing the potential relation between the conceptualisation of health and justice evaluations, and by discussing which questions are addressed in each of the following chapters. The chapter 2 addresses the question of how health is conceptualised in the philosophical and public heath literature, and how theoretical concepts of health differ. It proposes to approach health concepts as a Wittgensteinian family of thick concepts and argues that while theories on health generally argue in favour of one specific concept, a comparison of concepts shows that we may need different concepts of health given the variety of health practices. By explicating the differences between five concepts of health, this chapter argues that each captures aspects of health that all seem relevant when we talk and think about health. Classifying these concepts based on their distinctions reveals them as members of a conceptual family: each of the discussed concepts differs from the others in at least one respect and resembles the others in several respects. Moreover, the discussion of the concepts shows that ‘health’ always both describes a condition and values that condition at the same time. Having both descriptive and evaluative dimensions, we can see health concepts as ‘thick concepts’. Given this evaluative dimension, it is important to reflect on the question of what understanding of health guides specific practices. Moreover, the distinctions revealed by the classification can serve as a conceptual toolbox for reflection on the assumptions and purposes of health practices. How such reflection could work is illustrated by a brief exploration of what health aspects are focused upon in three specific health practices. Chapter 3 presents a study into the question of how health is conceptualised by ordinary citizens and to what extent conceptualisations of health differ between socioeconomic groups. By making use of the method of concept mapping, this study analyses how different socioeconomic groups formulate their own answers regarding the question ‘what does health mean to you?’. It presents concept maps of health for three different socioeconomic groups living in the city of Utrecht that reveal that all groups have a multidimensional understanding of health. An interpretation of the concept maps reveals nuanced differences between groups. The multiple aspects of health were also ranked by importance. It appears that each group assigned most importance to mental health. All in all, the study shows that people in lower socioeconomic groups are more likely to show a conceptualisation of health that refers to 1) the absence of health threats, 2) a person within his/her circumstances, 3) the value of functional notions, and 4) an accepting attitude towards life. Chapter 4 addresses the question of what the theoretical and empirical study to concepts of health could imply for health equity practices. It does so by exploring further the suggestions made in chapters 2 and 3. Regarding the question of which health aspects should guide health equity policies, this chapter discusses the question of whether we should primarily look at subjective or objective health measures, and whether a universal or relative standard of health should be central. While justice-related concerns of impartiality and equal treatment may seem to favour an objective perspective and a universal health standard, it appears that we have good reason to account for the subjective perspective as well. It is also argued that a concern for recognition and participatory parity gives room for relative health standards. Th room for relative health standards confronts us with the question of how to deal with mechanisms like adaptive preferences that the concept maps reveal. It proposes a way out, by arguing for society-relative health standards. Chapter 5 examines the question of whether inequalities in health should be evaluated ‘directly’, thus independently of a distribution of their social determinants. It proposes a sufficientarian perspective, such that the central question of evaluation is that of whether everyone is – or can be – healthy enough. By discussing two sufficientarian approaches to health and social justice – by Powers & Faden and by Nussbaum – this chapter distinguishes two ways of setting a threshold level for health. Both approaches appear to provide an unsatisfactory basis for justice evaluations and lead us away from direct evaluation if we try to settle health minima that are less arbitrary. In anticipation to chapters 6 and 7, it is argued that the perspective of sufficient health for relational equality escapes this arbitrariness: compared to that of a decent human life, it better helps to answer both the question of what socioeconomic health inequalities a society is due to avoid, and the question of when socioeconomic health inequalities are unjust considering their consequences. Chapter 6 discusses to what extent Daniels’s theory of health justice provides a satisfactory answer to the question of what health inequalities a society is due to avoid. Daniels proposes an indirect evaluative approach by arguing that we should evaluate socioeconomic health inequalities in the light of Rawls’s principles of justice as fairness. That is, if socioeconomic inequalities are in accordance with fair equality of opportunity and with the difference principle, the corresponding health inequalities would be just. It is shown that the suggestion that Rawls’s principles regulate the social determinants of health neglects that not all social determinants of health belong to society’s basic structure as conceived of by Rawls and are thereby not subjected to the principles of justice. To acknowledge the social mechanisms leading to socioeconomic health inequalities in their full complexity, it is argued that we should broaden our understanding of society’s structure in accordance with Young’s notion of social structural processes. This renders the question of what health inequalities a society is due to avoid into a question of what we can expect from the side of the various actors that uphold the social structures that produce socioeconomic health inequalities. Lastly, it is discussed how a shift to Young’s theory completes the shift to non-ideal theorising that seem already initiated by Daniels, and that with this, the distinction between direct and indirect evaluation dissolves. Chapter 7 discusses to what extent equality in health is of instrumental value for a society of free and equals. It thus takes up the idea proposed in chapter 5, that an evaluation of the consequences of health inequalities is also due. Taking relational equality as an evaluative framework reveals three ways in which inequalities in life expectancy threaten this ideal. That is, via unequal risks to stigmatisation, unequal risks to unemployment and the risk of unequal pension enjoyments. It is thereby shown that these risks are especially great for those lower down the socioeconomic strata. It thus concludes that equality in health is of instrumental value to relational equality. The chapter continues to argue that our instrumental approach opens a new perspective: to mitigate the identified injustices by changing society, rather than by reducing inequalities in health. This is argued to be an advantage in the light of the realistic assumption that of the socioeconomic health inequalities will persist. The paper thus offers a complementary approach to both the evaluation and the mitigation of the injustice of socioeconomic inequalities in health. The discussion chapter summarises the central findings of the analyses of health concepts and discusses questions regarding the philosophical and practical merits of comparing theoretical health concepts, the need for developing new health measures or concepts and the importance or nonsense of studying citizen’s views on health. Repeating this for the dissertation’s second part, the central findings of the chapters on justice evaluation are summarised and followed by a discussion of questions and issues that have remained unaddressed so far. Here, central points of discussion are my take on rules of distribution, the distinction of direct and indirect evaluation, the role of ideal and non-ideal theory, the idea of relational equality, and personal responsibility for health. The chapter concludes by noting that also in the light of justice evaluations, all commonly used health measures are relevant for justice. Therefore, my recommendations for policy and further research entail that inequalities in each of these measures deserve attention by both policymakers and researchers. Specifically, policymakers and researchers should give attention to how exactly each of these health inequalities come about, in such a way that a discussion about the question of who can be assigned responsibility to alleviate them is well-informed; and both should give attention to the effects of health inequalities on the opportunities for people to live on equal standing, in such a way that when these opportunities are diminished, actions can be considered to aim to restore relational equality. (shrink)