Here, we provide an ethical analysis of discrimination in private insurance to guide the application of non-discriminatory algorithms for risk prediction in the insurance context. This addresses the need for ethical guidance of data-science experts, business managers, and regulators, proposing a framework of moral reasoning behind the choice of fairness goals for prediction-based decisions in the insurance domain. The reference to private insurance as a business practice is essential in our approach, because the consequences of discrimination and predictive inaccuracy in (...) underwriting are different from those of using predictive algorithms in other sectors. Here we focus on the trade-off in the extent to which one can pursue indirect non-discrimination versus predictive accuracy. The moral assessment of this trade-off is related to the context of application—to the consequences of inaccurate risk predictions in the insurance domain. (shrink)

Clients may feel trapped into sharing their private digital data with insurance companies to get a desired insurance product or premium. However, private insurance must collect some data to offer products and premiums appropriate to the client’s level of risk. This situation creates tension between the value of privacy and common insurance business practice. We argue for three main claims: first, coercion to share private data with insurers is pro tanto wrong because it violates the autonomous choice of a privacy-valuing (...) client. Second, we maintain that irrespective of being coerced, the choice of accepting digital surveillance by insurers makes it harder for the client to protect his or her autonomy. The violation of autonomy also makes coercing customers into digital surveillance pro tanto morally wrong. Third, having identified an economically plausible process involving no direct coercion by insurers, leading to the adoption of digital surveillance, we argue that such an outcome generates further threats against autonomy. This threat provides individuals with a pro tanto reason to prevent this process. We highlight the freedom dilemma faced by regulators who aim to prevent this outcome by constraining market freedoms and argue for the need for further moral and empirical research on this question. (shrink)

This article considers Foucault’s analysis of ordoliberal and neoliberal governmental reason and its reorganization of social relations around a notion of enterprise. I focus on the particular idea that the generalization of the enterprise form to social relations was conceptualized in such exhaustive terms that it encompassed subjectivity itself. Self as enterprise highlights, inter alia, dynamics of control in neoliberal regimes which operate through the organized proliferation of individual difference in an economized matrix. It also throws into question conceptions of (...) individual autonomy that underpin much political thought and upon which ideas about political resistance are based. Self as enterprise also problematizes the viability of Foucault’s later work on ethics of the self as a practice of resistance. I go on to argue that Foucault’s discussion of an unresolved clash in civil society between monarchical and governmental power, between law and norm, offers an elliptical but more promising account of opposition to normalizing bio-power. (shrink)

: Dr. Smith is an internist in private practice who works at an inner city clinic affiliated with a university hospital. He is also a member of the university faculty. Many of Dr. Smith’s patients have type 2 diabetes mellitus and struggle with health care and other costs. Thinking about opportunities to better serve his patients and advance his career, Dr. Smith considers conducting clinical research in his office. ACME is a respected pharmaceutical company that for decades has engaged in (...) research, development, and production of widely used drugs. Several of ACME’s oral agents for type 2 diabetes will soon go off patent. In an effort to retain its market share in this class of drugs, ACME wants to complete clinical trials expeditiously and obtain approval for its new oral hypoglycemic medicine. The company approaches Dr. Smith to be a coinvestigator in its multicenter clinical trial. (shrink)

This paper supports the personal data platform cooperative as a means of bringing about John Rawls’s favoured institutional realisation of a just society, the property-owning democracy. It describes personal data platform cooperatives and applies Rawls’s political philosophy to analyse the institutional forms of a just society in relation to the economic power deriving from aggregating personal data. It argues that a society involving a significant number of personal data platform cooperatives will be more suitable to realising Rawls’s principle of fair (...) equality of opportunity. (shrink)

This book reassesses theories of agency and gender identity against the backdrop of changing relations between men and women in contemporary societies.

Embedded pragmatic clinical trials (PCTs), like other types of randomized comparative-effectiveness research (CER) studies, are sometimes conducted without informed consent. Indeed, authors of both...

Thinking with, against, and after Ernst Käsemann’s appropriation of the biblical metaphor of eschatological birth pangs, this article seeks to reassess our understanding of what it means to be a theologian of the cross. It does so by way of a depiction of Paul’s apostolic practice as a social and embodied—and yet cruciform—mode of epiphanic manifestation. Thinking with Käsemann, it brings to the fore the significance of this apocalyptic understanding of apostolic practice for contemporary theological reflection at the interface of (...) biblical studies, philosophy, and ethics. Thinking against Käsemann, it demonstrates ways in which this reading of Paul enables us to address more effectively major criticisms of a theology of the cross and Pauline theology in general. Finally, thinking after Käsemann, it discusses the ways that this portrayal of Paul’s practice funds resources for reconfiguring theological education ‘after whiteness’. (shrink)

There is a need to feminize the research on entrepreneurs — to include the experiences of women in what we know to be true about entrepreneurs and the entrepreneurial process. This paper highlights some of the most significant methodological problems in researching women's entrepreneurial experience, problems which in the past, have prevented researchers from gaining an understanding of this experience, and which continues to stand in the way of developing female perspectives. Instead of using the existing male-based models, new approaches (...) are called for in incorporating women's experiences into entrepreneurship theory. This paper outlines the state of research and suggests future directions for developing research on women as entrepreneurs. (shrink)

Trust and monitoring are traditionally antithetical concepts. Describing trust as a property of a relationship of reliance, we introduce a theory of trust and monitoring, which uses mathematical models based on two classes of functions, including _q_-exponentials, and relates the levels of trust to the costs of monitoring. As opposed to several accounts of trust that attempt to identify the special ingredient of reliance and trust relationships, our theory characterizes trust as a quantitative property of certain relations of reliance that (...) can be quantified and expressed as a scalar quantity. Our theory is applicable to both human–human and human–artificial agent interactions, as it is agnostic with respect to the concrete realization of trustworthiness properties, and is compatible with many views differing on which properties contribute to trust and trustworthiness. Finally, as our mathematical models make the quantitative features of trust measurable, they provide empirical studies on trust with a rigorous methodology for its measurement. (shrink)

The paper focuses on the discussion of social freedom in the family in Axel Honneth's most recent book Freedom's Right. I argue, on the one hand, that radical democrats have much to learn from Honneth's method of normative reconstruction because it provides a much needed corrective to the “social weightlessness” that characterizes their thought about democracy. In contrast to the current preoccupation with rarefied issues of political ontology, Freedom's Right exemplifies a type of sociologically attuned thinking that is essential for (...) addressing issues of power and inequality. On the other hand, I argue that Honneth's reliance on a teleological notion of historical progress has deeply constraining effects on his critique of power. First, in so far as it underestimates the impact of growing social inequality on personal and intimate relations, it fails to acknowledge just how extensive, radical and, potentially deeply contentious the political measures needed to realize social freedom in the family may have to be. Second, Honneth's teleological reconstruction provides too thin a basis to generate substantive normative solutions to issues of social justice in the family. Third, teleology tends to depoliticize the process of emancipatory social change by construing it in terms of impersonal mechanisms and developmental tendencies rather than as open-ended, often polemical and deeply contested forms of political struggle. (shrink)

Schlusslogische Letztbegründung is a collection of essays in honor of Kurt Walter Zeidler. Mr. Zeidler is a distinguished Kant- and Neo-Kantian-scholar who has reconstructed Kant's concept of transcendental logic in connection with the logic of the concept of Hegel and the logic of symbolization of Peirce. (cf. Zeidler: Grundriss der transzendentalen Logik, 3rd ed., Wien 2017) He has most notably inquired intensively into the relation of transcendental logic to philosophy of science (cf. Zeidler: Prolegomena zur Wissenschaftstheorie, Wien 2000) and to (...) phenomenology (cf. Zeidler: Vermittlungen. Zum antiken und neueren Idealismus, Wien 2016). He has also published several studies on Neo-Kantianism (cf. Zeidler: Provokationen. Zu Problemen des Neukantianismus, Wien 2018). This is refelected in the collection of essays by distinguished scholars who discuss and critically examine Zeidler's work. It includes contributions by Steinar Mathisen (Oslo), Wolfdietrich Schmied-Kowarzik (Vienna), Werner Flach (Lichtenau), Thomas Knoppe (Straberg), Geert Edel (Wyk/Föhr), Martin Bunte (Münster), Reinhard Hiltscher (Dresden), Walter Tydecks (Bensheim), Christian Krijnen (Amsterdam), Hartwig Wiedebach (Zürich), Max Gottschlich (Linz), Thomas Sören Hoffmann (Hagen), Rudolf Meer (Kaliningrad), Hans-Jürgen Müller (Frankfurt am Main), Robert König (Vienna), Ulrich Blau (Marburg), Karen Gloy (Luzern/Munich), Reinhold Breil (Aachen), Erhard Oeser (Vienna), Hans-Dieter Klein (Vienna), Hans Martin Dober (Tübingen), Kurt Walter Zeidler (Vienna) and Lois Marie Rendl (Vienna). (shrink)

Disorders of consciousness and the permanent vegetative state -- Legal and political wrangling over Terri's life -- In context--law and ethics -- Terri's wishes -- The limits of evidence -- The implications of surrogacy -- Qualities of life -- Feeding -- The preservation of life -- Respect and care : an alternative framework.

In 1997, the poet Judy Rowe Michaels was diagnosed with ovarian cancer. Over the ensuing 20-plus years, she has published four books of poetry and experienced six recurrences of the disease. This double corpus—the body of literary work produced by a body affected by illness, diagnosis, treatment, remission, and recurrence—provides rich insight into experiences of health, disease, and medical care. But I find Michaels's poetry especially significant because it also offers a means to examine what poetry does, and doesn't do, (...) when it intersects with medicine. As a practitioner of medical humanities, I teach and write about how content and approaches from the humanities can deepen our... (shrink)

Throughout much of Chinese history, Mencius (372-289 BC) was considered the greatest Confucian thinker after Confucius himself. Following the enshrinement of the Mencius (an edited compilation of his thought by disciples) as one of the Four Books by Sung neo-Confucianists, he was studied by all educated Chinese. This book begins a reassessment of Mencius by studying his ethical thinking in relation to that of other early Chinese thinkers, including Confucius, Mo Tzu, the Yangists, and Hsün Tzu. The author closely examines (...) his ethical concepts and terms, showing how they were used in the Mencius and other texts. (shrink)

Luciano Floridi was not the first to discuss the idea of group privacy, but he was perhaps the first to discuss it in relation to the insights derived from big data analytics. He has argued that it is important to investigate the possibility that groups have rights to privacy that are not reducible to the privacy of individuals forming such groups. In this paper, we introduce a distinction between two concepts of group privacy. The first, the “what happens in Vegas (...) stays in Vegas” privacy (in the following: WHVSV privacy), deals with confidential information shared with the member of a group and inaccessible to (all or a specific group of) outsiders. The second, to which we shall refer as inferential privacy, deals with the inferences that can be made about a group of people defined by a feature, or combination thereof, shared by all individuals in the group. We show why we unreservedly agree with Floridi that groups can have a form of privacy that amounts to more than the mere fact of being sets of individuals each of whom has individual privacy; moreover, like Floridi, we find it plausible that at least some groups (those satisfying our definition of type-a groups) may have a right to a species of group privacy (that is, WHVSV privacy) as groups (and not just as individuals who belong to those groups). However, by turning our attention to the context of big data analytics, we show that the relevant, new notion of group privacy is one of inferential privacy. We argue that an absolute right (either of individuals or groups) to inferential privacy is implausible. We also show that many groups generated algorithmically (those satisfying our definition of type-b groups) cannot be right holders as groups (unless they become type-a groups). (shrink)

In today’s multi-cultural world and global economy, attention is often focused on the diversity of cultural values and practices and the need for management approaches to take these differing cultural environments into account. While there is much to be valued in this approach, the focus is often on how to navigate through distinct cultural practices in order to achieve a singular business aim, which falls within the current neoliberal paradigm of global trade. In addition, by focusing on differences in cultural (...) practices, rather than on similarities in underlying values, this approach fails to utilize an important way to achieve a greater degree of global integration in management. Despite striking cultural differences, it is possible to identify some enduring values that underlie what often appear to be quite discrete value paradigms, especially by looking at value paradigms that have endured for centuries, even millennia. This paper proposes to explore the values embedded in two such value paradigms or religious traditions, zen buddhism and Judaism, describing crucial core values in each and comparing and contrasting their ethical frameworks, in order to be able to evaluate their utility in today’s world and especially their significance for creating a more holistic, inclusive, and responsible management framework. The paper will begin by explicating the set of foundational values in each religious tradition. For example, zen buddhism, especially as expressed by Vietnamese monk Thich Nhan Hanh, utilizes the concepts of engaged mindfulness and inter-being to demonstrate the ways in which all global issues are linked together, and the collective responsibility that all humans bear for the state of our planet and the beings who live on it. This approach is inherently holistic and inclusive, and requires a management approach that takes into account the moral responsibility that we all carry. Likewise, the Jewish tradition, while using quite different terminology, also lays out a holistic and inclusive moral vision. Key concepts include the values of Tikkum Olam, to repair the world, and Tsedakah, which literally means justice or righteousness, but is commonly used to indicate charitable giving. The first value, to repair the world, emphasizes the collective moral responsibility to heal whatever damage has been done to the world in order to make the it a better place for all. It does not matter who has done the damage; what matters is each person’s obligation to improve the status quo, under the assumption that all our fates are linked together. The second value, justice and charity, is also considered to be a moral obligation, not simply a voluntary act of charity. The emphasis here is on anonymous giving, done in order to help others and without any expectation of receiving some benefit, such as positive publicity. As a moral obligation, it is not something that one should benefit from. Thus, the concept of tsekakah also emphasizes the inter-connectedness of all humanity. In addition, in the Torah, there are a series of rules about how to deal with others in business as well as the obligation, during harvest-time, to leave some grain in the fields for the less fortunate. In all, we see a focus on being mindful of others, on seeing our fates as interconnected, as in zen buddhism. The last section of the paper will explore some of the ways in which these moral imperatives can be utilized to undergird and buttress a more holistic, inclusive and responsible management approach. Some management models already include moral imperatives, such as corporal social responsibility, and this section will explore in greater detail how the above concepts have been more fully integrated into current management models. (shrink)

Whether on the theoretical level or by analyzing specific cases, this collection examines the different ways of experiencing and dealing with precarity. Its goal is to elucidate the uses of rhetoric so as to grasp to what extent the "minus" may (sometimes) represent a "plus".

This paper considers the advantages of incorporating Foucault's anti-essentialist theory of the body into feminist explanations of women's oppression. There are also problems in that Foucault neglects to examine the gendered character of the body and reproduces a sexism endemic in "gender neutral" social theory. The Foucauldian body is essentially passive resulting in a limited account of identity and agency. This conflicts with an aim of feminism: to rediscover and revalue the experiences of women.

In Parkinson’s disease, the fronto-striatal network is involved in motor and cognitive symptoms. Working memory updating training engages this network in healthy populations, as observed by improved cognitive performance and increased striatal BOLD signal. This two-part study aimed to assess the feasibility of WM updating training in PD and measure change in cognition, movement and functional brain response in one individual with PD after WM updating training. A feasibility and single-subject study were performed in which patients with PD completed computerized (...) WM updating training. The outcome measures were the pre-post changes in criterion and transfer cognitive tests; cognitive complaints; psychological health; movement kinematics; and task-related BOLD signal. Participants in the feasibility study showed improvements on the criterion tests at post-test. FL displayed the largest improvements on the criterion tests and smaller improvements on transfer tests. Furthermore, FL reported improved cognitive performance in everyday life. A shorter onset latency and smoother upper-limb goal-directed movements were measured at post-test, as well as increased activation within the striatum and decreased activation throughout the fronto-parietal WM network. This two-part study demonstrated that WM updating training is feasible to complete for PD patients and that change occurred in FL at post-test in the domains of cognition, movement and functional brain response. (shrink)

This article argues that the failure of certain theories of reflexive identity transformation to consider more fully issues connected to gender identity leads to an overemphasis on the expressive possibilities thrown up by processes of detraditionalization. By ignoring certain deeply embedded aspects, some theories of reflexive change reproduce the `disembodied and disembedded' subject of masculinist thought. The issues of disembodiment and disembeddedness are explored through a study of the work of Pierre Bourdieu on `habitus' and the `field'. The idea of (...) habitus yields a more dynamic theory of embodiment central to a feminist understanding of gender identity as a durable but not immutable norm. The idea of the `field' provides a more differentiated analysis of the social context in which the reflexive transformation of gender identity unfolds. This in turn offers a way of thinking of possible transformations within gender identity as uneven and non-synchronous phenomena. (shrink)

Grounded in Bandura’s social cognitive theory of moral thought and action, we develop a conceptual model linking supervisors’ perceptions of organizational injustice and abusive supervision with moral disengagement mechanisms acting as the underlying process. Specifically, we elaborate why and how supervisors’ experiences of each type of injustice would trigger their adoption of distinctive moral disengagement mechanisms, which in turn lead to their abusive supervisory conduct. The present conceptual model sheds new light on linking organizational injustice to abusive supervision from a (...) moral perspective. In addition, it also provides important theoretical and managerial implications to our current understanding of why and how abusive supervision happens. (shrink)

Digital apps using Bluetooth to log proximity events are increasingly supported by technologists and governments. By and large, the public debate on this matter focuses on privacy, with experts from both law and technology offering very concrete proposals and participating to a lively debate. Far less attention is paid to effective incentives and their fairness. This paper aims to fill this gap by offering a practical, workable solution for a promising incentive, justified by the ethical principles of non-maleficence, beneficence, autonomy (...) and justice. This incentive is a free phone optimised for running such app. (shrink)

Hermann Cohen hat mit seiner wissenschaftslogischen Kantinterpretation und programmatischen Orientierung der Erkenntnislehre am ‚Faktum der Wissenschaft‘ das Verständnis von transzendentaler Logik bis in die Gegenwart maßgeblich mitgeprägt. Der zentrale Punkt seiner Kantinterpretation ist die Identifikation der „transzendentalen Methode“ mit der „regressiven Lehrart“ der Prolegomena und damit die Ersetzung der metaphysischen Deduktion der Kategorien durch eine wissenschaftstheoretische Rekonstruktion der synthetischen Grundsätze der mathematischen Naturwissenschaft. Im vorliegenden Aufsatz wird versucht im Anschluss an grundlegende Arbeiten von Kurt Walter Zeidler, die von Cohen in (...) Kants Theorie der Erfahrung (1871, 2. Aufl. 1885) entwickelten Argumente für diese Interpretation und die ihr zugrundeliegenden Motive darzulegen und sowohl mit Blick auf Kants eigene methodologische Ausführungen in den Prolegomena und der Kritik der reinen Vernunft als auch mit Blick auf das von Cohen in der Logik der reinen Erkenntnis (21914) als „härtestes Problem der Logik“ bezeichnete Problem der Vermittlung von Einzelnem und Allgemeinem kritisch zu hinterfragen. (shrink)

I argue that Forst’s justification paradigm is less radical than claimed in that it fails to establish an immanent connection between the role of justification as a transcendental principle and as...

The relation between leibniz's logical and his metaphysical views is the subject of much modern scholarship. Some commentators have argued that his metaphysics is based on his logic; others have taken the opposite position. However, Both sides pose the question in terms of 'priority'. On the contrary, I argue that it is likely that leibniz means the psr to play "both" a logical and a metaphysical role. The ambiguity of leibniz's psr indicates that he equates the metaphysical notion of causation (...) with the logical notion of deduction. The psr's ambiguity results less from any confusion on leibniz's part between the notions of cause and reason, Than from his desire to identify logic and metaphysics. That identity is achieved not by reducing one to the other, But by incorporating them on an equal basis into a single discipline. (shrink)

Lantos and Feudtner argue that SUPPORT was an instance of CER and that CER differs from research involving unproven, experimental therapies because it exposes research subjects to the same risks patients regularly face in clinical practice. Like many defenders of SUPPORT, they formally acknowledge the study as research but want it to be thought of as clinical care. They develop an appealing argument, but it is misleading. Whatever doctors might have done in clinical practice, their choice of target range within (...) the study and for study participants was influenced by research aims. Just as in research involving unproven, experimental therapies, the care of patients in SUPPORT was altered for the goal of obtaining knowledge to help future patients. (shrink)

Much contemporary work on agency offers only a partial account because it remains within an essentially negative understanding of subject formation. This essay examines the work of Judith Butler and Drucilla Cornell and argues that the negative paradigm needs to be supplemented by a more generative theoretical framework, if feminists are to develop a fuller account of agency. In the negative paradigm, the subject is understood in passive terms as an effect of discursive structures. This tends to overlook ideas of (...) self-interpretation that introduce more active dimensions into understandings of subject formation and agency. Furthermore, an unqualified notion of indeterminacy does not unpick the imbrication of relations of time and power that overdetermine agency. Ultimately, structural accounts of subject formation need to be integrated more closely with hermeneutic perspectives of the self in order to understand better the complexities of agency in a post-traditional society. (shrink)

This paper focuses on the idea of exemplarity outlined by the Italian critical theorist Alessandro Ferrara that forms part of his general case for the centrality of disclosure to emancipatory political reasoning. Ferrara argues that “at its best” political thought should have the capacity to animate the democratic imagination by disclosing new political worlds and hence new possibilities for thought and action. I argue that Ferrara’s notion of exemplarity provides important conceptual resources for a re-grounding of critical theory in the (...) type of experientially based disclosing critique that has, post Habermas, been marginalized. Ferrara’s work is significant in two respects. First, exemplary universalism provides a much-needed alternative to the assimilative paradigms of normative reasoning that dominate contemporary political theory. Exemplary normativity suggests a mode of reasoning from concrete particularity that is more inclusive than principle-based approaches of voices which, by virtue of their ma... (shrink)

The widespread use of algorithms for prediction-based decisions urges us to consider the question of what it means for a given act or practice to be discriminatory. Building upon work by Kusner and colleagues in the field of machine learning, we propose a counterfactual condition as a necessary requirement on discrimination. To demonstrate the philosophical relevance of the proposed condition, we consider two prominent accounts of discrimination in the recent literature, by Lippert-Rasmussen and Hellman respectively, that do not logically imply (...) our condition and show that they face important objections. Specifically, Lippert-Rasmussen’s definition proves to be over-inclusive, as it classifies some acts or practices as discriminatory when they are not, whereas Hellman’s account turns out to lack explanatory power precisely insofar as it does not countenance a counterfactual condition on discrimination. By defending the necessity of our counterfactual condition, we set the conceptual limits for justified claims about the occurrence of discriminatory acts or practices in society, with immediate applications to the ethics of algorithmic decision-making. (shrink)

The concept of the digital phenotype has been used to refer to digital data prognostic or diagnostic of disease conditions. Medical conditions may be inferred from the time pattern in an insomniac’s tweets, the Facebook posts of a depressed individual, or the web searches of a hypochondriac. This paper conceptualizes digital data as an extended phenotype of humans, that is as digital information produced by humans and affecting human behavior and culture. It argues that there are ethical obligations to persons (...) affected by generalizable knowledge of a digital phenotype, not only those who are personally identifiable or involved in data generation. This claim is illustrated by considering the health-related digital phenotypes of precision medicine and digital epidemiology. (shrink)

Explores what we know about God from the words of the Bible and from the world around us.

En este artículo se intenta una fundamentación de los derechos humanos desde la perspectivade Bernard Lonergan. La universalidad de éstos está cimentada en la naturalezahumana, que es dinámica, operante e histórica. La intencionalidad humana busca laobjetividad, desplegando su poder en cuatro niveles: la experiencia, la comprensión, eljuicio y la acción. De este dinamismo se desprenden cuatro preceptos: sé atento, séinteligente, sé razonable y sé responsable. El descubrimiento del valor de estos imperativosfundamenta y salvaguarda los derechos humanos. Su desconocimiento engendra ladistorsión (...) del ser humano. Para corregir las desviaciones debe haber conversiones intelectuales,morales y religiosas, las cuales suponen la fe, ya que ésta permite reconocer conmás claridad los valores. (shrink)

In this paper we argue that transparency of machine learning algorithms, just as explanation, can be defined at different levels of abstraction. We criticize recent attempts to identify the explanation of black box algorithms with making their decisions (post-hoc) interpretable, focusing our discussion on counterfactual explanations. These approaches to explanation simplify the real nature of the black boxes and risk misleading the public about the normative features of a model. We propose a new form of algorithmic transparency, that consists in (...) explaining algorithms as an intentional product, that serves a particular goal, or multiple goals (Daniel Dennet’s design stance) in a given domain of applicability, and that provides a measure of the extent to which such a goal is achieved, and evidence about the way that measure has been reached. We call such idea of algorithmic transparency “design publicity.” We argue that design publicity can be more easily linked with the justification of the use and of the design of the algorithm, and of each individual decision following from it. In comparison to post-hoc explanations of individual algorithmic decisions, design publicity meets a different demand (the demand for impersonal justification) of the explainee. Finally, we argue that when models that pursue justifiable goals (which may include fairness as avoidance of bias towards specific groups) to a justifiable degree are used consistently, the resulting decisions are all justified even if some of them are (unavoidably) based on incorrect predictions. For this argument, we rely on John Rawls’s idea of procedural justice applied to algorithms conceived as institutions. (shrink)