The article analyses the concept of indirect discrimination, arguing first that existing conceptualisations are unsatisfactory and second that it is best understood as equal treatment that is disadvantageous to the discriminatees because of their group-membership. I explore four ways of further refining the definition, arguing that only an added condition of moral wrongness is at once plausible and helpful, but that it entails a number of new problems that may outweigh its benefits. Finally, I suggest that the moral wrongness of (...) indirect discrimination is best accounted for in terms of the harm it does to discriminatees, and sketch three ways in which it may do so. I conclude that the analysis provides both a clearer understanding of the concept of indirect discrimination as well as indirect support for a harm-based account of the wrongness of discrimination, while suggesting that our moral obligations qua non-discrimination may be more extensive than is frequently assumed. (shrink)

This article argues that, as commonly understood, indirect discrimination is not necessarily unjust: 1) indirect discrimination involves the disadvantaging in relation to a particular benefit and such disadvantages are not unjust if the overall distribution of benefits and burdens is just; 2) indirect discrimination focuses on groups and group averages and ignores the distribution of harms and benefits within groups subjected to discrimination, but distributive justice is concerned with individuals; and 3) if indirect discrimination as such is unjust, strict egalitarianism (...) has to be the correct account of distributive justice, but such egalitarianism appears vulnerable to the leveling down objection (whether decisively or not), and many theorists explicitly reject strict egalitarianism anyway. The last point threatens the position of liberals who oppose indirect discrimination but think significant inequalities can be just. (shrink)

The literature addressing bias and fairness in AI models (fair-AI) is growing at a fast pace, making it difficult for novel researchers and practitioners to have a bird’s-eye view picture of the field. In particular, many policy initiatives, standards, and best practices in fair-AI have been proposed for setting principles, procedures, and knowledge bases to guide and operationalize the management of bias and fairness. The first objective of this paper is to concisely survey the state-of-the-art of fair-AI methods and resources, (...) and the main policies on bias in AI, with the aim of providing such a bird’s-eye guidance for both researchers and practitioners. The second objective of the paper is to contribute to the policy advice and best practices state-of-the-art by leveraging from the results of the NoBIAS research project. We present and discuss a few relevant topics organized around the NoBIAS architecture, which is made up of a Legal Layer, focusing on the European Union context, and a Bias Management Layer, focusing on understanding, mitigating, and accounting for bias. (shrink)

Employers sometimes use personality tests in hiring or specifically look for candidates with certain personality traits such as being social, outgoing, active, and extraverted. Therefore, they hire based on personality, specifically extraversion in part at least. The question arises whether this practice is morally permissible. We argue that, in a range of cases, it is not. The common belief is that, generally, it is not permissible to hire based on sex or race, and the wrongness of such hiring practices is (...) based on two widely accepted principles: the Relevance Principle and the Fairness Principle. The Relevance Principle states that hiring should be based on what is relevant to job performance, while the Fairness Principle states that hiring should be based on features that individuals can control. Since hiring based on sex or race violates these principles, it is wrong. However, we argue that, in a range of cases, hiring based on extraversion also violates these principles, and assuming the validity of the Relevance and the Fairness Principles, it follows that personality discrimination is morally wrong in those cases. (shrink)

The paper is about the connection between logic and discrimination, with special focus on Plumwood’s ideas in her groundbreaking article ‘The Politics of Reason. Towards a Feminist Logic’ (1993). Although Plumwood’s paper is not focused on the notion of discrimination, what she writes is useful for illuminating some basic mechanisms of thought that are at the basis of discriminatory practices. After an introductory section about the concepts of logic and discrimination and their possible interconnections, I present Plumwood’s ideas in 1993 (...) with a special focus on their relevance for understanding the nature of discrimination. More specifically, I use examples of discriminatory practices that make the connection between logical operations and oppression envisaged by Plumwood clear. I focus especially on two questions: Can logic produce discrimination? Can logic contribute to the fight against discrimination? If so, how? (shrink)

Recent philosophical accounts of discrimination face challenges in accommodating robust intuitions about the particular way in which it is wrongful—most prominently, the intuition that discriminatory actions intrinsically violate equality irrespective of their contingent consequences. The paper suggests that we understand the normative structure of discrimination in a way that is different from the one implicitly assumed by these accounts. It argues that core discriminatory wrongs—such as segregation in Apartheid South Africa—divide into two types, corresponding to violations of relational and distributive (...) equality; and that a pluralistic view of the internal structure of each type should be adopted. This normative structure serves to appropriately vindicate the mentioned intuitions; it also contributes to clarifying the normative underpinnings of legal concepts associated with discrimination (including the distinctions between direct and indirect, or ‘disparate treatment/impact’ discrimination, and intentional vs. unintentional discrimination), and developing a more productive public discourse around allegations of discrimination. (shrink)

Algorithmic discrimination has rapidly become a topic of intense public and academic interest. This article explores three issues raised by algorithmic discrimination: 1) the distinction between direct and indirect discrimination, 2) the notion of disadvantageous treatment, and 3) the moral badness of discriminatory automated decision-making. It argues that some conventional distinctions between direct and indirect discrimination appear not to apply to algorithmic discrimination, that algorithmic discrimination may often be discrimination between groups, as opposed to against groups, and that it is (...) not necessarily the case that morally bad algorithmic discrimination gives us reason to not use automated decision-making. For each of the three issues, the article explores implications for algorithmic discrimination, suggests some alternative answers, and clarifies how we may want to think of discrimination more broadly in light of lessons drawn from the context of algorithmic discrimination. (shrink)

Over the years, phenomenology has provided illuminating descriptions of discrimination, with its mechanisms and effects being thematised at the most basic levels of embodiment, (dis)orientation, selfhood, and belonging. What remains somewhat understudied is the lived experience of the discriminator. In this paper I draw on Husserl's phenomenological account of normality to reflect on the ways in which we discriminate at the prereflective levels of perceptual experience and bodily being. By critically reflecting on the intentional structures undergirding discriminatory practices, I argue (...) that discrimination is characteristic of a naïve normalising attitude which is habitually interested in securing a familiar experience of a static normality. I first demonstrate how this attitude problematically tends to reproduce, enforce, and further sediment discriminatory and exclusionary norms. Further, I provide an internal critique which problematises discrimination—without recourse to external normative standards—on three fronts: as epistemically unproductive, experientially obscuring, and normatively non-instantiating. In discriminatory acts we see an abnormal refusal to enrich, revise, and genetically establish new normative commitments, new ways of seeing, and a new normality. (shrink)

Our concern in this paper lies with a common argument from racial discrimination to realism about races: some people are discriminated against for being members of a particular race (i.e., racial discrimination exists), so some people must be members of that race (i.e., races exist). Error theorists have long responded that we can explain racial discrimination in terms of racial attitudes alone, so we need not explain it in terms of race itself. But to date there has been little detailed (...) discussion of whether it is better to explain racial discrimination in terms of race or in terms of racial attitudes alone. Our goal is to offer a novel and detailed argument in defense of explaining racial discrimination in terms of racial attitudes alone, by attending to the neglected phenomenon of misperception discrimination, which involves differential treatment due to misperceived race. We argue that the discriminatory action in misperception cases must be explained in the same way as cases where (according to the realist) the victim’s race is accurately perceived. Thus, the victim’s actual race cannot provide the best explanation. The main upshot of our argument is that explanatory arguments from racial discrimination to realism about race fail. (shrink)

Although the idea that sexual violence is a “structural” problem is not new, the lack of specification as to what that entails blocks effective responses to it. This paper illustrates the concept of sexual violence as structural in the sense of containing a type of moral wrong called “structural wrong” and discusses its practical implications. First, I introduce a distinction between two types of moral wrongs—interactional wrongs and structural wrongs—and I argue that the moral problem of sexual violence includes both (...) types, each of which calls for a different set of moral responses. Second, drawing on Iris Marion Young’s social connection model of responsibility, I argue that recognizing the structural-wrong element of sexual violence does not reduce individual perpetrators’ responsibility for it. Instead, it implies that a broader group of agents are required to join collective actions to reform the social structure. I conclude by evaluating some preventive programs against sexual violence through the lens of structural wrongs and providing directions to advance them. (shrink)

Gibt es überzeugende Überforderungseinwände gegen anspruchsvolle moralische Auffassungen? In diesem Buch werden Überforderungseinwände präzise charakterisiert, systematisch eingeordnet und argumentativ verteidigt. Unter Berücksichtigung der wichtigsten philosophischen Beiträge zum Thema wird gezeigt, weshalb gewisse Moraltheorien und -prinzipien dafür kritisiert werden können, dass sie zu viel von einzelnen Personen verlangen.

Recent advances in artificial intelligence offer many beneficial prospects. However, concerns have been raised about the opacity of decisions made by these systems, some of which have turned out to be biased in various ways. This article makes a contribution to a growing body of literature on how to make systems for automated decision-making more transparent, explainable, and fair by drawing attention to and further elaborating a distinction first made by Nozick between first-level bias in the application of standards and (...) second-level bias in the choice of standards, as well as a second distinction between discrimination and arbitrariness. Applying the typology developed, a number of illuminating observations are made. First, it is observed that some reported bias in automated decision-making is first-level arbitrariness, which can be alleviated by explainability techniques. However, such techniques have only a limited potential to alleviate first-level discrimination. Second, it is argued that second-level arbitrariness is probably quite common in automated decision-making. In contrast to first-level arbitrariness, however, second-level arbitrariness is not straightforward to detect automatically. Third, the prospects for alleviating arbitrariness are discussed. It is argued that detecting and alleviating second-level arbitrariness is a profound problem because there are many contrasting and sometimes conflicting standards from which to choose, and even when we make intentional efforts to choose standards for good reasons, some second-level arbitrariness remains. (shrink)

The article explores one prominent account of what makes discrimination morally bad (when it is) – the disrespect-based account. The article first reviews and clarifies the account, arguing that it is most charitably understood as the claim that discrimination is morally bad when the discriminator gives lower weight to reasons grounded in the moral status of the discriminatee(s) in her decision-making. It then presents three challenges to the account, and reviews a recent argument in defense of it. The first challenge (...) is the fact that intuitions that might support the disrespect-based account can also be explained by reference to the fact that disrespect reflects poorly on the moral character of the discriminator. The second challenge is that there are cases where disrespectful discrimination is not intuitively worse than non-disrespectful discrimination. The third challenge is that the disrespect-based account has difficulties explaining our intuitions about cases of “doing right for the wrong reasons”. Finally, pace a recent argument in its defense, cases of harmless and apparently morally bad discrimination are plausibly best explained by other factors than disrespect. In the light of this analysis, the article concludes that the disrespect-based account should be abandoned. (shrink)

Menschen mit psychischer Erkrankung sterben statistisch gesehen früher als die Allgemeinbevölkerung. Ein Grund hierfür ist, dass sie eine schlechtere somatische Gesundheitsversorgung erhalten. Wir argumentieren, dass ableistische Netzwerke sozialer Bedeutung zu einer Abwertung der epistemischen Kompetenz von Menschen mit psychischer Erkrankung führen. Diese Abwertung kann mit dem Konzept der testimonialen Ungerechtigkeit erfasst werden. Testimoniale Ungerechtigkeit bezeichnet das ungerechtfertigte Herabstufen der Glaubwürdigkeit einer*s Sprecher*in aufgrund eines Vorurteils gegen ihre*seine soziale Identität. Wir analysieren ethische und epistemische Folgen testimonialer Ungerechtigkeit als wichtige Ursachen der (...) schlechteren Gesundheitsversorgung von Menschen mit psychischer Erkrankung. Testimoniale Ungerechtigkeit kann zu medizinischen Behandlungsfehlern führen und für Betroffene schwerwiegende gesundheitliche Folgen nach sich ziehen. Zudem kann sie zu einem Vertrauensverlust von Menschen mit psychischer Erkrankung in das Gesundheitssystem führen. Daher trägt testimoniale Ungerechtigkeit zur strukturellen Diskriminierung von Menschen mit psychischer Erkrankung bei. Vor diesem Hintergrund diskutieren wir, wie die somatische Gesundheitsversorgung unter ethischen Gesichtspunkten verbessert werden kann. (shrink)

In addition to having an institutional site or scope, a theory of distributive justice might also have an institutional ‘reach’ or currency. It has the first when it applies to only social phenomena. It has the second when it distributes only socially produced goods. One objection to luck egalitarianism is that it has absurd implications. In response, Tan has defended a luck egalitarian account that has a strictly institutional reach. I argue, first, that Tan’s view contains two fatal ambiguities and, (...) second, that, to be sound, it requires an institutional currency. This second argument implies that virtually all extant luck egalitarian currencies are incompatible with his approach. I argue, third, that the alleged absurd implications often have little to do with the extent of luck egalitarianism’s reach. (shrink)

Typically, fair machine learning research focuses on a single decision maker and assumes that the underlying population is stationary. However, many of the critical domains motivating this work are characterized by competitive marketplaces with many decision makers. Realistically, we might expect only a subset of them to adopt any non-compulsory fairness-conscious policy, a situation that political philosophers call partial compliance. This possibility raises important questions: how does partial compliance and the consequent strategic behavior of decision subjects affect the allocation outcomes? (...) If k% of employers were to voluntarily adopt a fairness-promoting intervention, should we expect k% progress (in aggregate) towards the benefits of universal adoption, or will the dynamics of partial compliance wash out the hoped-for benefits? How might adopting a global (versus local) perspective impact the conclusions of an auditor? In this paper, we propose a simple model of an employment market, leveraging simulation as a tool to explore the impact of both interaction effects and incentive effects on outcomes and auditing metrics. Our key findings are that at equilibrium: (1) partial compliance by k% of employers can result in far less than proportional (k%) progress towards the full compliance outcomes; (2) the gap is more severe when fair employers match global (vs local) statistics; (3) choices of local vs global statistics can paint dramatically different pictures of the performance vis-a-vis fairness desiderata of compliant versus non-compliant employers; (4) partial compliance based on local parity measures can induce extreme segregation. Finally, we discuss implications for auditors and insights concerning the design of regulatory frameworks. (shrink)

Kaum ein Begriff der ethischen Debatten der letzten Jahre hat eine solche Konjunktur erlebt wie der Begriff der Diskriminierung. Eine vergleichende Erörterung des Konzepts einschließlich seiner begrifflichen Nuancen und seiner ethischen Bedeutung für das Gesundheitswesen fehlte jedoch bislang. Ziel dieses Beitrags ist die Entwicklung eines differenzierten Verständnisses von Diskriminierung auf der Basis der philosophischen und soziologischen Literatur vor dem Hintergrund ethisch relevanter medizinischer und pflegerischer Szenarios. Anhand von praktischen Beispielen aus dem Gesundheitswesen erörtern wir die Besonderheiten direkter, indirekter und statistischer (...) Diskriminierung, wir untersuchen die Bedeutung von Absichten und die Rolle von kollektiven Akteuren. Zudem diskutieren wir, welche sozialen Gruppen diskriminiert werden können und welche Rolle Formen epistemischer Ungerechtigkeit dabei spielen. Argumentiert wird, dass das Konzept trotz seiner Komplexität einen signifikanten Mehrwert bietet, weil es erlaubt, Formen der Benachteiligung aufzuzeigen, die über die Verletzung einzelner spezifischer Rechte oder Interessen hinausgehen. Als wissensbasiertes System von großem gesellschaftlichen Einfluss weist das Gesundheitswesen einige Eigenschaften auf, die Diskriminierung begünstigen können. Dies zu erkennen ist unerlässlich, um Diskriminierung wirksam entgegentreten zu können. (shrink)

In this paper, I examine whether the use of artificial intelligence (AI) and automated decision-making (ADM) aggravates issues of discrimination as has been argued by several authors. For this purpose, I first take up the lively philosophical debate on discrimination and present my own definition of the concept. Equipped with this account, I subsequently review some of the recent literature on the use AI/ADM and discrimination. I explain how my account of discrimination helps to understand that the general claim in (...) view of the aggravation of discrimination is unwarranted. Finally, I argue that the use of AI/ADM can, in fact, increase issues of discrimination, but in a different way than most critics assume: it is due to its epistemic opacity that AI/ADM threatens to undermine our moral deliberation which is essential for reaching a common understanding of what should count as discrimination. As a consequence, it turns out that algorithms may actually help to detect hidden forms of discrimination. (shrink)

What is discrimination and what makes wrongful discrimination wrong? Even after an ever-rising tide of research over the course of the past twenty-five or so years these questions still remain hard to answer. Exercising candid and self-critical hindsight, Larry Alexander, who contributed his fair share to this tide, thus remarked: “All cases of discrimination, if wrongful, are wrongful either because of their quite contingent consequences or perhaps because they are breaches of promises or fiduciary duties.” If this is true it (...) raises serious doubts as to how wrongful discrimination can be a moral wrong in itself. Also, the question comes up as to who it is who breaches a promise or a fiduciary duty. This paper defends the view that the substance of these remarks is better understood by couching them in a political approach towards discrimination. Against this background, they give rise to real and pressing concerns. Once we conceptualise the realm political along Hobbesian lines as the battleground comprising both the private sphere of the individual and the public sphere of the commonwealth it emerges that discrimination has different significance with regard to these respective spheres. In order to illustrate this, I adopt Kasper Lippert-Rasmussen’s descriptive account of discrimination as „differential treatment on the basis of membership of a socially salient group“ and the common view that wrongful discrimination is wrong because it is harmful, disrespectful, or both. In the private sphere the case can be made for morally permissible cases of discrimination. Sexual discrimination due to sexual self-determination with consequently freely choosing your sexual or romantic partner is the central case in point. Where somebody feels unfairly rejected and consequently hurt neither the charge of harm inflicted nor that of disrespect endured need be justified. No “breach of promises or fiduciary duties” is involved. The case is different, however, when it comes to the fiduciary of power. In discriminating, he who exercises the power of the commonwealth necessarily breaches a promise and a fiduciary duty. Discrimination thus appears to be more of a problem of political philosophy than one of applied ethics. [in German] **************************************************************************************************** ******************** Was ist Diskriminierung und warum ist Diskriminierung verwerflich, wenn sie es denn ist? Dies bleibt ungeachtet der seit fünfundzwanzig Jahren anschwellenden Forschungsliteratur unverändert eine harte Nuss. Larry Alexander, der selbst maßgeblich zu dieser Forschungsliteratur beigetragen hat, merkt daher selbstkritisch an: „All cases of discrimination, if wrongful, are wrongful either because of their quite contingent consequences or perhaps because they are breaches of promises or fiduciary duties.“ Wenn dies der Fall ist, stellt sich die Frage, wie moralisch verwerfliche Diskriminierung dann noch an sich verwerflich sein kann. Es stellt sich dann auch die Frage, wer hier ein Versprechen bricht und seine Treuepflichten verletzt. Die leitende Annahme dieses Aufsatzes ist es, dass man dem sachlichen Kern dieser Bedenken Rechnung tragen kann, indem man eine politische Perspektive auf das Phänomen der Diskriminierung einnimmt. Die Bedenken erweisen sich dann als substanziell und zutreffend. Konzeptualisieren wir den Bereich des Politischen mit Thomas Hobbes als das Spannungsfeld, das die private Sphäre des Individuums und die öffentliche Sphäre des Gemeinwesens gegeneinander abgrenzt, wird sichtbar, dass Diskriminierung in diesen Sphären jeweils unterschiedlich zu bewerten ist. Um dies zu verdeutlichen, lege ich Kasper Lippert-Rasmussens deskriptives Verständnis von Diskriminierung als „differential treatment on the basis of membership of a socially salient group“ zugrunde und mache von der in der Diskussion verbreiteten Ansicht Gebrauch, dass das Zufügen von Schaden oder die Verweigerung von Respekt Diskriminierung verwerflich macht. In der privaten Sphäre kann es nun Fälle moralisch zulässiger Diskriminierung geben. Zentral ist die sexuelle Diskriminierung aufgrund der Ausübung einer freien Wahl des eigenen Sexual- oder Liebespartners. Auch wenn sich der Abgewiesene womöglich geschädigt sieht, wird unbilliger Schaden nicht zugefügt und geschul- deter Respekt nicht verweigert. Den Grund finden wir in Alexanders Formel: Ein „breach of promises“ oder eine Verletzung „fiduciary duties“ liegt nicht vor. Anders im Fall staatlicher Diskriminierung: Ein „breach of promises“ oder eine Verletzung „fiduciary duties“ liegt hier stets vor, da Fälle staatlicher Diskriminierung regelmäßig Machtmissbrauch darstellen: Der Inhaber staatlicher Gewalt verletzt die Treuepflicht, das Mandat unparteilich auszuüben, das getreulich auszuführen er gelobt hat. Diskriminierung erscheint also weniger als ein Problem der angewandten Ethik denn als eines der politischen Philosophie. (shrink)

Este artigo tem por objetivo analisar se não seria o caso que o trato diferenciado dedicado a cidadãos nacionais e imigrantes seria discriminatório. A questão dos imigrantes internacionais aflora atualmente nos mais distintos campos da sociedade. Entretanto, o foco da discussão aqui não é somente o ato de cruzar as fronteiras – ponto central de grande parte das publicações filosóficas sobre imigração. O cerne é a diferença entre direitos e obrigações de imigrantes internacionais e cidadãos nacionais. Não se trata de (...) cidadãos de um ou outro país, mas da categoria ‘cidadão nacional’ frente à categoria ‘estrangeiro’, independentemente do país. Será discutido o conceito de discriminação, a fim de que, sobre o pano de fundo deste conceito, sejam debatidas as restrições aos direitos dos estrangeiros. Com isso, pretende-se demonstrar que este tratamento diferenciado caracterizaria uma discriminação, pois os argumentos que sustentariam a diferenciação são insuficientes para justificá-la. -/- This paper aims to analyze whether the differential treatment dedicated to national citizens and immigrants would be discriminatory. The issue of international migrants arises today in very different fields of society. However, the core of the discussion here is not only the act of crossing borders – focus of much of the philosophical publications about immigration. The focus of the analysis is the difference of rights and obligations between international migrants and national citizens. It is not about one country or another, but the discussion concern the category ‘national citizen’ in relation to the ‘foreign’, regardless of the country. We will discuss the concept of discrimination, in order to debate the restrictions over the rights of the strangers on the background of this conceptualization. Our goal is to show that this differential treatment would characterize as discrimination, because the arguments that support this differentiation are insufficient for justifying it. (shrink)

Discrimination is typically understood to be a comparative phenomenon: S is discriminated against on the basis of trait T if she would not have been treated in the same way if she did not possess T. But the comparative test for discrimination may hide from view some important cases: associational discrimination and stereotype policing. These cases show more clearly what is true of discrimination in general: that it involves a vicarious wrong, that is, an action which wrongs someone other than (...) the primary object of disregard. This suggests why philosophers disagree whether discrimination is wrong because it causes harm or because it expresses disrespect. Paradigmatic cases of discrimination involve both harm and disrespect, but direct the harm and the disrespect towards different targets by treating the harmed individual as a mere representative of the targeted group. Discrimination is dehumanizing, and morally distinctive, precisely because of this fact. (shrink)

Australia, Canada, and New Zealand currently apply health requirements to prospective immigrants, denying residency to those with health conditions that are likely to impose an “excessive demand” on their publicly funded health and social service programs. In this paper, I investigate the charge that such policies are wrongfully discriminatory against persons with disabilities. I first provide a freedom-based account of the wrongness of discrimination according to which discrimination is wrong when and because it involves disadvantaging people in the exercise of (...) their freedom on the basis of morally arbitrary features of their identity. Discrimination is permissible, I suggest, when it is necessary to advance a valuable exercise of the discriminating agent’s freedom. I then apply this account to the case of social cost health requirements. Against critics of these requirements, I argue that it is sometimes permissible for states to discriminate against prospective immigrants with disabilities. States may do so, I suggest, when such discriminatory treatment is necessary to prevent an increase in rates of mortality and/or morbidity amongst citizens. Alongside critics of social cost health requirements however, I argue that existing policies are likely a form of wrongful discrimination insofar as they are too broad to satisfy this standard. (shrink)

Jackson (1991) proposes an interpretation of consequentialism, namely, the Decision Theoretic Consequentialism (DTC), which provides a middle ground between internal and external criteria of rightness inspired by decision theory. According to DTC, a right decision either leads to the best outcomes (external element) or springs from right motivations (internal element). He raises an objection to fully external interpretations, like objective consequentialism (OC), which he claims that DTC can resolve. He argues that those interpretations are either too objective, which prevents them (...) from giving guidance for action, or their guidance leads to wrong and blameworthy actions or decisions. I discuss how the emphasis on blameworthiness in DTC constraints its domain to merely the justification of decisions that relies on rationality to provide a justification criterion for moral decisions. I provide examples that support the possibility of rational but immoral decisions that are at odds with DTC’s prescription for right decisions. Moreover, I argue what I call the desire-luck problem for the external element of justification criterion leads to the same objection for DTC that Jackson raised for OC. Therefore, DTC, although successful in response to some objections, fails to provide a prescription for the right decision. (shrink)

A frequent caveat in online dating profiles – “No fats, femmes, or Asians” – caused an LGBT activist to complain about the bias against Asians in the American gay community, which he called “racial looksism”. In response, he was asked that, if he himself would not date a fat person, why he should find others not dating Asians so upsetting. This response embodies a popular attitude that personal preferences or tastes are simply personal matters – they are not subject to (...) moral evaluation. In this paper, I argue, against this popular attitude, that a personal preference like racial looksism is indeed wrong. A preference like racial looksism is wrong because it is an overgeneralization that disrespects individuality by treating people as exchangeable tokens of one type, and such disrespect denies its objects appreciation that their dignity entitles them to. As it turns out, there is on my account a relevant moral difference between racial looksism and simple looksism. (shrink)

Disability might be relevant to decisions about life support in intensive care in several ways. It might affect the chance of treatment being successful, or a patient’s life expectancy with treatment. It may affect whether treatment is in a patient’s best interests. However, even if treatment would be of overall benefit it may be unaffordable and consequently unable to be provided. In this paper we will draw on the example of neonatal intensive care, and ask whether or when it is (...) justified to ration life-saving treatment on the basis of disability. We argue that predicted disability is relevant both indirectly and directly to rationing decisions. (shrink)

The aim of this article is to consider whether, when, and why it is morally right to treat members of socially disadvantaged racial or ethnic groups favorably when allocating scarce medical resources. Since the COVID 2019 pandemic has had different impacts on racial and ethnic groups, some U.S. states have given racial and ethnic minorities preferential access to COVID-19 vaccines, leading to controversy over the moral and legal permissibility of doing so. I examine three arguments for affirmative action—the compensation, equality-of-opportunity, (...) and antidiscrimination arguments—and argue that both the equality-of-opportunity and antidiscrimination arguments have the potential to provide well-founded justification for race-based affirmative action for the allocation of scarce medical resources. I also consider further moral requirements that instances of affirmative action based on both or either of the two arguments should comply with for them to be justified. (shrink)

It has become increasingly difficult for individuals to exercise meaningful control over the personal data they disclose to companies or to understand and track the ways in which that data is exchanged and used. These developments have led to an emerging consensus that existing privacy and data protection laws offer individuals insufficient protections against harms stemming from current data practices. However, an effective and ethically justified way forward remains elusive. To inform policy in this area, we propose the Ethical Data (...) Practices framework. The framework outlines six principles relevant to the collection and use of personal data—minimizing harm, fairly distributing benefits and burdens, respecting autonomy, transparency, accountability, and inclusion—and translates these principles into action-guiding practical imperatives for companies that process personal data. In addition to informing policy, the practical imperatives can be voluntarily adopted by companies to promote ethical data practices. (shrink)

This article argues against the term and concept of ‘hate speech’ and in favour of using the concept and term ‘discriminatory speech’. ‘Hate speech’ is a misnomer; we should name the harmful speech in question by what it in fact does: it discriminates. The article argues for this conceptual replacement claim by identifying a number of functions the concept ‘hate speech’ has been meant to serve and by arguing that extant concepts of hate speech have not served this function well. (...) Roughly, they do not serve the functions well because of five properties of hate speech: hate centricity, perpetrator centricity, intention centricity, emotion centricity, and individual centricity. The article then proposes a definition of discriminatory speech and argues that it fulfils the conceptual functions better. (shrink)

Algorithmic systems are increasingly used by state agencies to inform decisions about humans. They produce scores on risks of recidivism in criminal justice, indicate the probability for a job seeker to find a job in the labor market, or calculate whether an applicant should get access to a certain university program. In this contribution, we take an interdisciplinary perspective, provide a bird’s eye view of the different key decisions that are to be taken when state actors decide to use an (...) algorithmic system, and illustrate these decisions with empirical examples from case studies. Building on these insights, we discuss the main pitfalls and promises of the use of algorithmic system by the state and focus on four levels: The most basic question whether an algorithmic system should be used at all, the regulation and governance of the system, issues of algorithm design, and, finally, questions related to the implementation of the system on the ground and the human–machine-interaction that comes with it. Based on our assessment of the advantages and challenges that arise at each of these levels, we propose a set of crucial questions to be asked when such intricate matters are addressed. (shrink)

The distinction between intentional and unintentional discrimination is a prominent one in the literature and public discourse; intentional discriminatory actions are commonly considered particularly morally objectionable relative to unintentional discriminatory actions. Nevertheless, it remains unclear what the two types amount to, and what generates the moral difference between them. The paper develops philosophically-informed conceptualizations of the two types based on which the moral difference between them may be accounted for. On the suggested account, intentional discrimination is characterized by the agent (...) viewing the content of an underlying discriminatory belief as a consideration that counts in favor of her action. This, it is argued, amounts to endorsing the discriminatory belief, which generates the particular moral severity of intentional discrimination. (shrink)

Statistical discrimination is a form of discrimination that uses statistical inferences about the groups to which individuals belong as grounds for treating them differently. It remains unclear what, if anything, makes statistical discrimination wrong. My thesis argues that statistical discrimination is wrong because, and insofar as, it contributes to existing social injustice. After an introduction to the issues in section 1, section 2 clarifies the concept of statistical discrimination and its differences with non-statistical discrimination. Section 3 discusses different accounts that (...) seek to explain when and why statistical discrimination is wrong. I examine two approaches, one of which regards the wrong of statistical discrimination as part of discrimination in general, while the other conceives of the wrong as distinctive to statistical discrimination itself. I argue the former approach is better. Among different accounts within the approach, the context-based consequentialist account that explains the wrong in relation to existing social injustice is most promising. Section 4 uses racial profiling as an example to illustrate how the account can help explain this hard case of statistical discrimination, calling upon an argument developed by Benjamin Eidelson. (shrink)

According to what we propose to call “the competence model,” competence is a necessary condition for valid informed consent. If a person is not competent to make a treatment decision, the decision must be made by a substitute decision-maker on her behalf. Recent reports of various United Nations human rights bodies claim that article 12 of the Convention on the Rights of Persons with Disabilities involves a wholesale rejection of this model, regardless of whether the model is based on a (...) status, outcome, or functional approach to competence. The alleged rationale of this rejection is that denying persons the right to make their own treatment decisions based on an assessment of competence necessarily discriminates against persons with mental disorders. Based on a philosophical account of the nature of discrimination, we argue that a version of the competence model that combines supported decision-making with a functional approach to competence does not discriminate against persons with mental disorders. Furthermore, we argue that status- and outcome-based versions of the competence model are discriminatory. (shrink)

Just as one line appears to be longer than another in an optical illusion, we can have a spontaneous moral judgment that one individual is more important than another. Sometimes such judgments can lead to moral illusions like speciesism and other kinds of discrimination. Moral illusions are persistent spontaneous judgments that violate our deepest moral values and distract us away from a rational, authentic ethic. They generate pseudo-ethics, similar to pseudoscience. The antidote against moral illusions is the ethical principle to (...) avoid unwanted arbitrariness. Speciesism involves unwanted arbitrariness, and psychological research as well as the problem of wild animal suffering demonstrate that moral illusions such as speciesism can be very persistent. (shrink)

A question facing nearly all private firms is whether they may keep employee pay secret. Many think it is obvious that firms are obligated to disclose a good deal of pay information once we properly appreciate the severity of pay discrimination in our economy and the autonomy-related interests that would be served by pay disclosure. This article puts forth a dissenting voice against the vast majority of recent commentary. It exploits a fissure between reasons we have to support certain coercive (...) regulations and reasons firms have to act in the absence of such regulation. While acknowledging that we may need transparency regulations for firms that fail to act morally, it argues that otherwise moral firms need not disclose pay on the surveyed grounds. (shrink)

For many years, some urban architecture has aimed to exclude unwanted groups of people from some locations. This type of architecture is called “defensive” or “hostile” architecture and includes benches that cannot be slept on, spikes in the ground that cannot be stood on, and pieces of metal that hinder one’s ability to skateboard. These defensive measures have sparked public outrage, with many thinking such measures lead to suffering, are disrespectful, and violate people’s rights. In this paper, it is argued (...) that these views are difficult to defend and that much more empirical research on the topic is needed. (shrink)

Many legal, social, and medical theorists and practitioners, as well as lay people, seem to be concerned with the harmfulness of discriminative practices. However, the philosophical literature on the moral wrongness of discrimination, with a few exceptions, does not focus on harm. In this paper, I examine, and improve, a recent account of wrongful discrimination, which divides into a definition of group discrimination, and a characterisation of its moral wrong-making feature in terms of harm. The resulting account analyses the wrongness (...) of discrimination in terms of intrapersonal comparisons of the discriminatee’s actual, and relevantly counterfactual, well-being levels. I show that the account faces problems from counterfactuals, which can be traced back specifically to the orthodox - comparative, counterfactual, welfarist - concept of harm. I argue that non-counterfactual and non-comparative harm concepts face problems of their own, and don’t fit easily with our best understanding of discrimination; hence they are unsuitable to replace the orthodox concept here. I then propose a non-orthodox - comparative, counterfactual, hybrid - concept of harm, which relies on counterfactual comparisons of ways of being treated. I suggest how such a concept can help us handle the problems from counterfactuals, at least for my account of discrimination. I also show that there are similar proposals in other harm-related debates. An upshot of the paper is thus to corroborate the case for a non-orthodox, hybrid concept of harm, which seems better able to fulfil its functional roles in a variety of contexts. (shrink)

Should people who perform equal work receive equal pay? Most would say ‘yes’, at least insofar as this question is understood to be asking whether employers should be permitted to discriminate against employees on the basis of race or sex. But suppose the employees belong to all of the same traditionally protected groups. Is (what I call) nondiscriminatory unequal pay for equal work wrong? Drawing an analogy with price discrimination, I argue that it is not intrinsically wrong, but it can (...) be deceptive, in which case it is wrong. (shrink)

In this paper, I argue that the principle of fairness can license both a duty of fair play, which is used to ground a moral duty to obey the law in just or nearly just societies, and a duty of resistance to unfair and unjust social schemes. The first part of the paper analyzes fairness’ demands on participants in mutually beneficial schemes of coordination, and its implications in the face of injustice. Not only fairness does not require complying with unfair (...) and unjust social schemes, but it also prohibits benefiting from such schemes. I use the case of racial segregation in the U.S. to illustrate this latter argument, and consider some objections to my investigation, given the availability and straightforwardness of justice. The second part of the paper elaborates the argument for the duty to resist. The Radical Reform argument first establishes, by elimination of the alternatives (exit and restitution), that the principal way for citizens to cease benefiting from an unfair and unjust social scheme is to radically reform it. The Resistance Argument then shows that resistance is crucial to bring about reform, so that one ought to resist unfair and unjust schemes from which one benefits. Next, I offer two arguments for collective resistance and political solidarity, one based on empirical considerations and the other based on fairness. Finally, I consider the costs of the resistance efforts which fairness may require. (shrink)

For the Life of the World (FLW), part IV, offers a thought-provoking discussion about the problems of poverty, wealth and civil justice. Poverty, basic needs and a living wage are central to the concerns and proposed goals for action in this part. While understandably referred to in a general sense since FLW is ‘a preliminary step for further discussion’, in the contemporary world, these issues are highly ambiguous, controversial and difficult to measure. Hence, to promote further dialogue, I explore and (...) highlight critical issues that must be addressed. I also offer a brief discussion of the stigmatization of poverty that cruelly affects many who are poor. I argue that to develop a more expansive theological and normative discourse about poverty and wealth, we should first aim to clearly understand key terms such as poverty in a fully multidimensional, holistic manner that explicitly considers the dynamics of the stigmatization of poverty. (shrink)

Definition of the problem Few concepts in recent ethical debates have enjoyed as much popularity as the concept of discrimination. However, a comparative discussion of the concept, including its conceptual nuances and its ethical significance for health care, has so far been lacking. The aim of this paper is to develop a nuanced understanding of discrimination based on the philosophical and sociological literature against the background of ethically relevant medical and nursing scenarios. Methods Using practical examples from health care, we (...) discuss direct, indirect, and statistical discrimination; we examine the importance of intentions and the role of collective actors. In addition, we analyze which social groups may experience discrimination and the respective importance of forms of epistemic injustice. Conclusions We argue that despite its complexity, the concept offers significant added value because it allows us to highlight forms of disadvantage that go beyond the violation of individual specific rights or interests. As a knowledge-based system of great societal influence, health care exhibits some characteristics that can foster discrimination. Acknowledging this fact is essential in order to effectively address discrimination. (shrink)

Clear and careful thinking is an indispensable aid in the pursuit of answers to the difficult ethical question faced by clinicians, patients, and families. In this issue of The Journal of Medicine and Philosophy devoted to issues in clinical ethics, the authors engage in this enterprise by reflecting on morally good medical decision making, conscientious objection, presumed consent in organ donation, the permissibility of surrogate decision making, and the failure of legislative limits on the scope of euthanasia in Belgium.

Employers’ access to and use of criminal records as a selection mechanism in the labor market makes it far more difficult for ex-offenders to find jobs, especially regular, well-paid jobs, than those without criminal convictions. The paper asks whether there is anything morally problematic about this practice. The aims of the paper are twofold. First, arguments based on premises of wrongful discrimination against the current, commonest use of criminal records are critically discussed. It is argued that employers do not necessarily (...) engage in morally wrongful discrimination against job applicants when they use criminal records in recruitment screening. But it is also argued that ex-offenders who apply for jobs are subject to what can be called “structural and morally wrongful discrimination” when laws allow employers to request (or directly access) a job applicant’s full criminal record. Second, preliminary proposals on how criminal records can be used by employers in a way that avoids wrongful structural discrimination of ex-offenders will be presented and critically assessed. I suggest that it should be lawful for an employer to access an applicant’s criminal records only where there is a relevant and special match or link between the crime on the records and the job being applied for and the crime is serious. This proposal is defended against two objections, one based on concerns about crime prevention and the other based on the employer’s interest in knowing whom not to hire. (shrink)