The estimation of causal effects is fundamental in situations where the underlying system will be subject to active interventions. Part of building a causal inference engine is defining how variables relate to each other, that is, defining the functional relationship between variables entailed by the graph conditional dependencies. In this article, we deviate from the common assumption of linear relationships in causal models by making use of neural autoregressive density estimators and use them to estimate causal effects within Pearl’s do-calculus (...) framework. Using synthetic data, we show that the approach can retrieve causal effects from non-linear systems without explicitly modeling the interactions between the variables and include confidence bands using the non-parametric bootstrap. We also explore scenarios that deviate from the ideal causal effect estimation setting such as poor data support or unobserved confounders. (shrink)

The legend of Robin Hood exemplifies a distinct concern of justice neglected by theorists: the distributive results of systemic injustices. Robin Hood’s redistributive activities are justified by the principle that the distributive results of systemic injustices are unjust and should be corrected. This principle has relevance beyond the legend: since current inequalities in the US are results of systemic injustices, the US has good reason to take from the rich and give to the poor.

How should we design our economic systems? Should we tax the rich at a higher rate than the poor? Should we have a minimum wage? Should the state provide healthcare for all? These and many related questions are the subject of distributive justice, and different theories of distributive justice provide different ways to think about and answer such questions. This book provides a thorough introduction to the main theories of distributive justice and reveals the underlying sources of our disagreements (...) about economic policy. It argues that the universe of theories of distributive justice is surprisingly simple, yet complicated. It is simple in that the main theories of distributive justice are just four in number, and in that these theories each offer a distinct, well-defined theoretical approach to distributive justice; yet it is complicated in that the main theories disagree at several distinct, fundamental levels, and in that it is possible to spin innumerable new theories from the elements of the four main theories. (shrink)

In this essay I discuss a powerful challenge to high-liberalism: the challenge presented by neoclassical liberals that the high-liberal assumptions and values imply that the full range of economic liberties are basic rights. If the claim is true, then the high-liberal road from ideals of democracy and democratic citizenship to left-liberal institutions is blocked. Indeed, in that case the high-liberal is committed to an institutional scheme more along the lines of laissez-faire capitalism than property-owning democracy. To present and discuss this (...) challenge, I let John Rawls represent the high-liberal argument that only a narrow range of economic liberties are basic rights and John Tomasi represent the neoclassical liberal argument that the full range of economic liberties are basic rights. I show that Rawls’s argument is inadequate, but also that Tomasi’s argument fails. I thus conclude that high-liberalism is in a precarious situation, but is not yet undone by the neoclassical liberal challenge. (shrink)

Little is known about how gendered understandings of patients can inform professionals’ discretionary actions and decisions to include or exclude in clinical practice. Using Connell's poststructuralist perspectives on gender as an analytic framework, this article aims to investigate how professionals’ articulations of depression are framed by signs of masculinity and femininity, and how these articulations inform service provision to patients with depression in clinical psychiatry. Building on interview data drawn from an ethnographic study, the article shows how the professionals’ articulations (...) reflected a gender binary that framed how the feminized patients were often connected to psychiatric care while masculinized patients were referred to separate alcohol or substance use treatment outside the psychiatric institution. The article discusses the societal and institutional conditionality of gendered understandings in psychiatry. In spite of several limitations, the article elucidates how professionals’ understandings might have wide‐ranging implications for the accuracy of epidemiological research and policy, and how they reflect a power struggle between patients and professionals about the legitimate right to interpret patients’ conditions and efforts to manage their illness‐related problems. (shrink)

In the literature on European history, World War I and the interwar years are often portrayed as the end of the age of liberalism. The crisis of liberalism dates back to the nineteenth century, but a er the Great War, criticism of liberalism intensified. But the interwar period also saw a number of attempts to redefine the concept. This article focuses on the Danish case of this European phenomenon. It shows how a profound crisis of bourgeois liberalism in the late (...) nineteenth century le the concept of liberalism almost deserted in the first decades of the twentieth century, and how strong state regulation of the Danish economy during World War I was crucial for an ideologization of the rural population and their subsequent orientation toward the concept of liberalism. (shrink)

Is capitalism compatible with democratic equality? Rawls’s critique of welfare-state capitalism implies a negative answer. I argue that Rawls’s critique fails and that welfare-state capitalism can satisfy the demands of democratic equality. I articulate a social democratic interpretation of the ideal of democratic equality and show that it justifies welfare-state capitalism. This argument also implies that welfare-state capitalism can satisfy the demands of democratic equality as interpreted by Rawls’s justice as fairness. So, whether we accept Rawls’s interpretation of democratic equality (...) or the social democratic alternative, welfare-state capitalism can satisfy the demands of democratic equality. (shrink)

The recent process of deinstitutionalization of the psychiatric treatment system, in both Denmark and other European countries, has relied heavily on the involvement in treatment and recovery of cohabitant relatives of diagnosed people. However, political objectives regarding depression and involvement rely on a limited body of knowledge about people’s ways of managing illness-related problems in everyday life. Drawing on a discursive notion of gender laid out by Raewyn Connell, the aim of the article is to elucidate how the involvement of (...) relatives is guided by an extra- individual rationale about gender and caregiving, and how this gendered discourse might frame different challenges and burdens, depending on the gender of the diagnosed person and the cohabitant relative. Drawn from a larger, multisited field study on involvement processes in Danish psychiatry, t he article is based on field notes and 21 interviews with seven heterosexual couples. The analysis shows that gender works as a decisive premise for the division of caregiving labour among the couples, and clarifies how the couples’ gendered institution is disrupted after the onset of depression. The article argues that gender-blind involvement strategies could produce divergent treatment outcomes and varying social effects in relation to couples’ everyday family lives. (shrink)

The topics of social ontology, culture, and institutions constitute a problem complex that involves a broad range of human social and cultural cognitive capacities. We-mode social cognition and shared intentionality appear to be crucial in the formation of social ontology and social institutions, which, in turn, provide the bases for the social manifestation of collective and shared psychological attitudes. Humans have ‘hybrid minds’ that inhabit cultural–cognitive ecosystems. Essentially, these consist of social institutions and distributed cognition that afford the common grounds (...) for the objectives of we-mode shared intentionality. As such, they stabilize social cognition normatively and offer predictive power in social interaction. Full-blown we-mode shared intentionality fundamentally depends on the functions of social institutions. (shrink)

Driven by a sharp increase in claims for reparations, reparative justice has become a topic of academic debate. To some extent this debate has been marred by a failure to realize the complexity of reparative justice. In this essay we try to amend this shortcoming. We do this by developing a taxonomy of different kinds of wrongs that can underwrite claims to reparations. We identify four kinds of wrongs: entitlement violations, unjust exclusions from an otherwise acceptable system of entitlements, and (...) two kinds where a social practice systematically fails to embody an acceptable system of entitlements. In deliberation about what is required to repair a historical injustice the weight of backward- and forward-looking considerations is a function of the distinctive features of the injustice in question. Hence, the first step in adjudicating claims for reparation is to identify what kind of wrong the claim arises from. From the taxonomy of wrongs we are thus able to construct what we call the Field of Reparative Justice, which illustrates how the structure of deliberation for reparative justice tracks the distinctive features of different kinds of wrongs. (shrink)

Wesley Wildman: Religious philosophy as multidisciplinary comparative inquiry: envisioning a future for the philosophy of religion Content Type Journal Article Category Book Review Pages 1-4 DOI 10.1007/s11153-012-9339-4 Authors Jeppe Sinding Jensen, Department of Culture and Society, Faculty of Arts, Aarhus University, Tasingegade 3, 8000 Aarhus C, Denmark Journal International Journal for Philosophy of Religion Online ISSN 1572-8684 Print ISSN 0020-7047.

Artificial intelligence (AI) has captured the interest of multiple actors with speculations about its benefits and dangers. Despite increasing scholarly attention to the discourses of AI, there are limited insights on how different groups interpret and debate AI and shape its opportunities for action. We consider AI an issue field understood as a contested phenomenon where heterogeneous actors assert and debate the meanings and consequences of AI. Drawing on computational social science methods, we analyzed large amounts of text on how (...) politicians (parliamentarians) consultancies (high reputation firms), and lay experts (AI-forum Reddit users) articulate meanings about AI. Through topic modeling, we identified diverse and co-existing discourses: politicians predominantly articulated AI as a societal issue requiring an ethical response, consultancies stressed AI as a business opportunity pushing a transformation-oriented discourse, and lay experts expressed AI as a technical issue shaping a techno-feature discourse. Moreover, our analysis details the hopes and fears within AI discourses, revealing that sentiment varies by actor group. Based on these findings, we contribute new insights about AI as an issue field shaped by the discursive work performed by heterogeneous actors. (shrink)

In all cultures and at all times, humans have been telling stories about who they were, what the world and human life is about. To the insider, myths may contain Truth, revelation and the history of ourselves; whereas to the outsider it may be considered anything from folly and pre-logical mentality, to neurotic, infantile and wishful thinking. Such judgements aside, myths tell us about human creativity, the impact of narrativity on human ways of understanding, on cultural epistemologies and the many (...) ways of world making. These issues also spark considerations concerning the linguistic and philosophical notions of meaning and truth and the peculiarities of religious language. The controversial issue of myth has been studied from many different angles. In this volume the contributions are edited according to their theoretical perspectives: 1. philosophical, 2. psychological, 3. sociological, 4. semiological and 5. cognitivist, all with introduction by the editor. This volume will be an indispensable tool for anyone with a serious interest in this field of study. (shrink)

The central idea of Rawls’s theory of justice is the idea of democratic society as a fair system of cooperation between free and equal citizens. The moral powers of democratic citizens are the capacities presupposed by this idea. Rawls identifies two such powers, the capacity for a conception of the good and the capacity for a sense of justice. I argue that the idea of democratic citizenship presupposes also a third moral power: the capacity for working. Since the basic rights (...) are the rights necessary for the development and exercise of the moral powers of citizenship; and since the capacity for working is such a moral power; and since access to work, education, and healthcare are necessary for the development and exercise of the capacity for working; access to work, education, and healthcare are basic rights. (shrink)