Discrimination

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)

Journal of Social Philosophy, EarlyView.

Some philosophers and segments of the public think age is relevant to healthcare priority-setting. One argument for this is based in equity: “Old” patients have had either more of a relevant good than “young” patients or enough of that good and so have weaker claims to treatment. This article first notes that some discussions of age-based priority that focus in this way on old and young patients exhibit an ambiguity between two claims: that patients classified as old should have a (...) low priority, and that patients classified as young should have high priority. The author next argues, drawing on a problem raised by Christine Overall, that equity cannot justify giving “old” patients low priority, since there is wide variety in the total lifetime experiences of older people, partly influenced by gender, race, class, and disability injustice. Finally, the author suggests that there might be a limited role for age-based prioritization in the context of infant and childhood death, since those who die in childhood are always and uncontroversially among the worst-off. (shrink)

Discrimination is an important real-life issue that affects many individuals and groups. It is also a fruitful field of study that intersects several disciplines and methods. This Special Section brings together papers on discrimination and prioritization in healthcare from leading scholars in bioethics and closely related fields.

Journal of Social Philosophy, EarlyView.

Journal of Social Philosophy, EarlyView.

In recent years, much public attention has been devoted to the existence of pay discrepancies between men and women at the upper end of the income scale. For example, there has been considerable discussion of the ‘Hollywood gender pay gap’. We can refer to such discrepancies as cases of millionaire inequality. These cases generate conflicting intuitions. On the one hand, the unequal remuneration involved looks like a troubling case of gender injustice. On the other, it’s natural to feel uneasy when (...) confronted with the suggestion that multi-millionaires are somehow being paid inadequately. In this paper, we consider two arguments for rectifying millionaire inequality, clarifying their appeal but also identifying the obstacles that each will have to surmount in order to succeed. (shrink)

With increased frequency, reproductive technologies are placing prospective parents in the position of choosing whether to bring a disabled child into the world. The most well-known objection to the act of “selecting against disability” is known as the Expressivist Argument. The argument claims that such acts express a negative or disrespectful message about disabled people and that one has a moral reason to avoid sending such messages. We have two primary aims in this essay. The first is to critically examine (...) the standard Expressivist Argument, which we analyze in terms of the expression of ableist attitudes. We distinguish three interpretations of the argument and argue that each version faces serious objections. Our second aim is to articulate two distinct but closely related arguments that also pertain to expressed ableist attitudes. The Expressive Harms Argument maintains that there is a moral reason to avoid actions that give rise to the perception of ableist attitudes in cases where this is likely to have negative consequences for disabled people. The Ableist Motivation Argument speaks against selecting against disability in cases where one would be motivated by ableist attitudes. While these two arguments face various objections, we seek to establish that they are more promising than the most natural interpretations of the Expressivist Argument. (shrink)

Much is known about homelessness from a quantitative perspective in Finland. However, the implications are often misleading and false. In this report, I present how prejudiced conclusions about the homeless are drawn in the City of Turku because there is no interest in grassroots experience. Targets to reduce homelessness still make sense.

Leslie Houts Picca and Joe Feagin argue that whites strive to isolate racial discourse to all-white social spaces. We can explain this practice by assuming that many whites—including “non-racist” whites—think of racism as shameful. Shame essentially concerns not what we do but how we are perceived. Maintaining their identities as “not racist,” then, seems to these whites primarily to involve the management of non-white people's perceptions of them. By isolating much of white racial discourse to all-white spaces, the white construal (...) of racism as shameful denies non-whites’ standing to participate in the construction of the social norms governing whites’ relationships with them. We should instead treat racism as disrespectful, and so requiring public correction because of its role in sustaining racist social norms. (shrink)

In an interview with Mavis Nicholson in 1987, James Baldwin said: “Black people need witnesses in this hostile world, which thinks everything is white.” Baldwin’s statement invokes the witness as o...

Philosophers have rightly condemned lookism—that is, discrimination in favor of attractive people or against unattractive people—in education, the justice system, the workplace and elsewhere. Surprisingly, however, the almost universal preference for attractive romantic and sexual partners has rarely received serious ethical scrutiny. On its face, it’s unclear whether this is a form of discrimination we should reject or tolerate. I consider arguments for both views. On the one hand, a strong case can be made that preferring attractive partners is bad. (...) The idea is that choosing partners based on looks seems essentially similar to other objectionable forms of discrimination. (In particular, the preference for attractive partners is arguably both unfair and harmful to a significant degree.) One can try to resist this conclusion in several ways. I consider three possible replies. The first has to do with the possibility of controlling our partner preferences. The second pertains to attractiveness and “good genes”. The last attempts to link certain aspects of attractiveness to a prospective partner’s personality and values. I argue that the first two replies fail conclusively, while the third only amounts to a limited defense of a particular kind of attractiveness preference. So the idea that we should often avoid preferring attractive partners is compelling. (shrink)

In this essay, we describe practices developed by the philosophy department at the University of Oklahoma to promote fair and inclusive recruitment, application review, and hiring for faculty positions.

Twice in the 2020 term, in Bostock and Comcast, the Supreme Court doubled down on the reasoning of “but-for causation” to interpret antidiscrimination statutes. According to this reasoning, an outcome is discriminatory because of some status—say, sex or race—just in case the outcome would not have occurred “but-for” the plaintiff’s status. We think this reasoning embeds profound conceptual errors that render the decisions deeply confused. Furthermore, those conceptual errors tend to limit the reach of antidiscrimination law. In this essay, we (...) first unpack the ambiguity of this but-for causal reasoning. We then show that this reasoning arises from a misapplication of tort law principles within antidiscrimination law, and that, as a result, it is both conceptually and normatively indeterminate. (shrink)

Comment on Beeghly, Erin. 2021. “Stereotyping as Discrimination: Why Thoughts Can Be Discriminatory.” Social Epistemology 35 (6): 547–63. -/- Beeghly’s “Stereotyping as Discrimination” is—characteristically—clear, thorough, and persuasive, rich with incisive arguments and thought-provoking case studies. In defending the view that stereotyping often constitutes discrimination, she makes a powerful case that, “Living ethically means cultivating a certain kind of ‘inner’ life and avoiding pernicious habits of thought, no matter how culturally pervasive” (Beeghly 2021b, 13). Support for such claims is traced back (...) not just to Aristotle and the Ten Commandments (Beeghly 2021b, 10), but also to critical social traditions. “As feminists and theorists of race have long noted, the most intimate aspects of our selves, including our ways of thinking, agency, and modes of embodiment, are among the mechanisms of group oppression” (Beeghly 2021b, 13). I offer, first, a tiny friendly amendment to one brief passage, followed by invitations to explore some of the further potential implications of Beeghly’s central theses. (shrink)

If whatever counts as merit for some purpose is unevenly distributed, a decision procedure that accurately sorts people on that basis will “pick up” and reproduce the pre-existing pattern in ways that more random, less merit-tracking procedures would not. This dynamic is an important cause for concern about the use of predictive models to allocate goods and opportunities. In this article, I distinguish two different objections that give voice to that concern in different ways. First, decision procedures may contribute to (...) future social injustice and other social ills by sustaining or aggravating patterns that undermine equality of status and opportunity. Second, the same decision procedures may wrong particular individuals by compounding prior injustices that explain those persons’ predicted or actual characteristics. I argue for the importance of the first idea and raise doubts about the second. In normative assessments and legal regulation of algorithmic decisionmaking, as in our thinking about anti-discrimination norms more broadly, a central concern ought to be the prospect of entrenching harmful and unjust patterns—quite apart from any personal wrong done to the individuals about whom predictions are made. (shrink)

Discrimination, understood as differential treatment of individuals on the basis of their respective group memberships, is widely considered to be morally wrong. This moral judgment is backed in many jurisdictions with the passage of equality of opportunity legislation, which aims to ensure that racial, ethnic, religious, sexual, sexual-orientation, disability and other groups are not subjected to discrimination. This chapter explores the conceptual underpinnings of discrimination and equality of opportunity using the tools of analytical moral and political philosophy.

This article, part of a special issue on 'Expressing Hatred', seeks to provide a comprehensive and fundamental account of why racial epithets and similar slurs are immoral, whenever they are. It considers three major theories, roughly according to which they are immoral because they are harmful (welfarism), because they undermine autonomy (Kantianism), or because they are unfriendly (an under-considered, relational approach informed by ideas from the Global South). This article presents new objections to the former two theories, and concludes in (...) favour of the latter rationale. Deeming slurs to be wrong insofar as they are unfriendly is shown to capture the advantages of the other theories, while avoiding their disadvantages. (shrink)

Nili’s important book presents us with an intriguing idea in chapter five. If we see the liberal state as having integrity then that means certain kinds of policies should be prioritized by the state. I cast doubt on this argument by contending that the priorities of liberal integrity are either no different from liberal egalitarianism or are misguided. I also argue that history has little normative force as Nili suggests.

In this paper I develop a systemic discrimination approach to defining a narrowly construed category of ‘hate speech’, as speech that harms to a sufficient degree to warrant government regulation. This is important due to the lack of definitional clarity, and the extraordinarily wide usage, of the term. This article extends current literature on how hate speech can harm by identifying under what circumstances speakers have the capacity to harm, and under what circumstances targets are vulnerable to harm. It also (...) shows how the capacity to harm can be mobile and involve the construction of new targets. Finally, it bridges the gap between conceptual understandings of hate speech and policy designed to regulate it. (shrink)

In this paper I develop a systemic discrimination approach to defining a narrowly construed category of ‘hate speech’, as speech that harms to a sufficient degree to warrant government regulation. This is important due to the lack of definitional clarity, and the extraordinarily wide usage, of the term. This article extends current literature on how hate speech can harm by identifying under what circumstances speakers have the capacity to harm, and under what circumstances targets are vulnerable to harm. It also (...) shows how the capacity to harm can be mobile and involve the construction of new targets. Finally, it bridges the gap between conceptual understandings of hate speech and policy designed to regulate it. (shrink)

In this Correspondence, I argue that given that scarcity has existed both for critical care resources and for vaccines, allocating critical care resources to prioritize the prevention of early COVID-19 deaths (i.e. COVID-19 deaths among younger patients) could valuably counterbalance the disproportionate exclusion of minority patients and those with life shortening disabilities that age-based vaccine allocation produces. -/- Covid-19 deaths early in life have overwhelmingly befallen minorities and people with life-shortening disabilities. Policies preventing early deaths prevent an outcome widely recognized (...) as worse—dying earlier in one’s life rather than later—while counteracting intersecting forms of injustice. Ultimately, prohibiting the use of age as a tiebreaker in critical care allocation, as Brown et al. propose, will worsen disparities and is not mandated by law. (shrink)

Journal of Social Philosophy, EarlyView.

Discriminatory attitudes towards Muslim refugees are common in liberal democracies, and Muslim citizens of these countries experience high rates of discrimination and social exclusion. Uniting these two facts is the well-known phenomenon of Islamophobia. But the implications of overlapping discrimination against citizens and non-citizens have not been given sustained attention in the ethics of immigration literature. In this paper, I argue that liberal societies have not only duties to discontinue refugee policies that discriminate against social groups like Muslims, but remedial (...) duties to citizens who are in these social groups to adopt a more welcoming stance towards the groups that they are in. Further, I argue that a fitting way of adopting this more welcoming stance is to give refugees in these groups preferential treatment in asylum and resettlement. (shrink)

In this overview, I begin by situating De-Moralizing Gay Rights within the field of queer studies/queer theory. I then delineate the book’s principal arguments. The book critically interrogates three sets of distortions in 21st century public discourse on LGBT+ rights in the United States. The first relates to the critique of pinkwashing, often advanced by scholars who claim to be proponents of a radical politics. I suggest that this critique sometimes suffers from analytical overreach. The second concerns a recent US (...) Supreme Court decision, Obergefell v. Hodges (2015), a judgment that established marriage equality across the 50 states. I argue that this judgment mobilizes the Court’s endorsement of two elements of homonormativity: amatonormativity and repronormativity. Instead of endorsing homonormativity, the Court should have employed an approach based on decisional minimalism. The third distortion occurs in Kenji Yoshino’s theorization of the concept of gay covering. Yoshino’s calls to dismantle cultural demands for gay covering turn out, I argue, to constitute an oppressive command to ‘gay-flaunt.’. (shrink)

Do LGBT+ persons have a moral duty of some form to resist heterosexist oppression by refusing to “cover” (i.e., “to ‘disattend,’ or tone down, their (despised) sexuality in an effort to fit into and be accepted by the mainstream” (Ghosh 2018, 273))? Writing in response to Kenji Yoshino (Yoshino 2002 and 2006), Cyril Ghosh argues that such a duty would itself be oppressive. In this reply to Ghosh’s new book, I wish to argue that while Ghosh demonstrates that Yoshino’s critique (...) of covering suffers some serious defects, his arguments leave open the possibility of a defense of a qualified moral duty on the part of LGBT+ persons to refrain from covering. (shrink)

Toleration is typically defined as follows: an agent (A), for some reason, objects to certain actions or practices of someone else (B), but has outweighing other reasons to accept these actions or practices nonetheless and, thus, refrains from interfering with or preventing B from acting accordingly, although A has the power to interfere. So understood, (mutual) toleration is taken to allow for peaceful coexistence and ideally even cooperation amongst people who disagree with each other on crucial questions on how to (...) live and what to value, which is why it has traditionally been regarded as an important part of political liberalism. An explicitly value-neutral liberal state then avoids taking sides when it comes to different and competing ways of life. However, following this idea of liberal neutrality, it has been questioned whether a value-neutral liberal state still needs toleration or is even compatible with it, for apparently neutrality leaves no more room for the objection component of toleration to take hold. In this paper, I take up this question and argue that there is, indeed, conceptual and practical room left for a value-neutral liberal state to be tolerant. Drawing on the interplay between four kinds of reasons (pragmatic, ethical, moral, and political), pragmatic and political reasons may still provide the needed evaluative and normative ground upon which the combination of objection and outweighing acceptance can be made sense of. However, the possible scope of toleration for a value-neutral liberal state is considerably limited. (shrink)

European Journal of Political Theory, Volume 21, Issue 1, Page 25-46, January 2022. This article explains how 19th-century radical republicans answered the following question: how is it possible to be free in a social order that fosters economic dependence on others? I focus on the writings of a group of French thinkers called the solidarists who advocated “liberty organized for everyone.” Mutualism and social right were two components of the solidarist strategy for limiting domination in commercial/industrial society. While the doctrine (...) of mutualism was rooted in pre-industrial artisan culture, social right was a novel idea that built on Durkheim’s analysis of the division of labour. In this article, I describe the main features of the solidarist account: solidarity, social property, quasi-contractual debt, and restorative justice. Classical republicanism was deeply concerned with citizen participation and the balance between popular and elite power, but 19th-century radical republicans thought that these goals must be approached differently in market societies in which enormous power is exercised outside the state. The solidarists cautiously embraced the state as a mechanism for regulating the market in order to ensure equal liberty. Social right and mutualism were also conceived as ways of limiting the centralization of state power. (shrink)

Hannah Arendt’s account of imperialism has become an unlikely source of inspiration for scholars invested in anti-colonial and postcolonial critique. However, the role of settler colonialism in her thought has come under far less scrutiny. This essay reconstructs Arendt’s account of settler-colonization. It argues that Arendt’s republican analysis of imperialism hinges on her notion of the boomerang effect, which is absent in settler-colonial contexts. Arendt recognized some of the distinctive features of settler expansionism but reproduced many of the ideologies that (...) sustain practices of settler-colonial conquest. This interpretation sheds light on the promises and limits of contemporary retrievals of Arendt’s analysis and critique of imperialism by foregrounding the specificity of settler colonialism as an axis of ongoing colonial violence. (shrink)

Journal of Social Philosophy, EarlyView.

We map the recently proposed notions of algorithmic fairness to economic models of Equality of opportunity (EOP)---an extensively studied ideal of fairness in political philosophy. We formally show that through our conceptual mapping, many existing definition of algorithmic fairness, such as predictive value parity and equality of odds, can be interpreted as special cases of EOP. In this respect, our work serves as a unifying moral framework for understanding existing notions of algorithmic fairness. Most importantly, this framework allows us to (...) explicitly spell out the moral assumptions underlying each notion of fairness, and interpret recent fairness impossibility results in a new light. Last but not least and inspired by luck egalitarian models of EOP, we propose a new family of measures for algorithmic fairness. We illustrate our proposal empirically and show that employing a measure of algorithmic (un)fairness when its underlying moral assumptions are not satisfied, can have devastating consequences for the disadvantaged group's welfare. (shrink)

There is now an awakening to and recognition of the emotionally complex lives of some non-human animals. While their forms of consciousness may vary, some are indeed conscious and deserve political consideration. What that political consideration ought to be is the central topic of this article. First, I argue that interspecies justice must be understood in terms of the relationships that foster individual flourishing of all concerned. The obstacles to such flourishing are the five faces of oppression famously identified by (...) Iris Marion Young: exploitation, marginalization, powerlessness, cultural imperialism, and violence. By extending Young’s concept of the social group to intra- and interspecies groups, we become more attuned to differences between and among species. Theorizing the existence of interspecies groups brings forward new avenues to explore oppression and simultaneously theorize its opposite – interspecies justice. Second, I argue that a positive theory of interspecies flourishing can be developed on the basis of Marx’s materialist philosophy and reclamation of species-being. Though Marx uses humanist language throughout the Economic and Philosophic Manuscripts of 1844, attention to his methodological commitments reveals that some non-human animals can no longer be excluded from the capability of flourishing and species-being. Some non-human animals are conscious, act purposefully, and labor creatively and must be included in our circle of moral and political concern. (shrink)

This essay argues that the systemic turn in deliberative democracy has opened up avenues to think about disabled citizenship within discursive processes. I highlight the systemic turn’s recognition of the interdependence of individuals and institutions upon each other in a system as key to this project. This recognition has led to three transformations: a more generous account of deliberative speech acts and behaviors; recognition of the role of enclaves; and incorporating the role of discursive representatives. These changes normalize the participation (...) of cognitively disabled individuals and suggest institutional opportunities for more effective participation. (shrink)

Journal of Social Philosophy, EarlyView.

Dignity may just be the most promiscuous normative abstraction. This article, informed by dignity’s historical variability, political theoretic multipurpose, and conflicting jurisprudence, focuses on a particular but influential invocation of the term: dignity as the normative ground for the ‘capabilities approach’ model of social justice. We ask whether or not the CA, in particular the influential version propounded by philosopher Martha Nussbaum, requires dignity as its foundational premise, and whether or not dignity may be more costly than beneficial for the (...) CA’s vision of a minimally just society. The first section of this article rehearses the warrants of and criticisms against the dignity-basis of Nussbaum’s CA. We canvass the relatively sparse scholarship on dignity within the CA to situate our contribution. The next two sections are case studies, demonstrating dignity’s shortcomings for assessing and regulating sex and abortion, respectively. The fourth section rebuts two possible objections to our criticisms of dignity. The fifth and final section gestures toward another normative abstraction, ‘minimum conditions of individuation’, less polysemic than dignity, which might alternatively ground the CA. (shrink)

This article develops an intuitive idea of proportionality as a placeholder for a substantive conception of equality, and contrasts it with Ripstein’s ideas, as presented in an annual guest lecture to the Society of Applied Philosophy in 2016. It uses a discussion of racial profiling to illustrate the conceptual and normative differences between the two. The brief conclusion spells out my concern that talk of ‘proportionality’, though often helpful and, sometimes, necessary for moral reasoning, can end up concealing, rather than (...) illuminating, people’s claims to be treated as equals. (shrink)