We propose that abstraction is an interpersonal process and serves a social function. Research on shared reality shows that in communication, people raise their level of abstraction in order to create a common understanding with their communication partner, which can subsequently distort their mental representation of the object of communication. This work demonstrates that, beyond building accurate models, abstraction also functions to build socially shared models – to create a shared reality.

The anti-causal prophecies of last century have been disproved. Causality is neither a ‘relic of a bygone’ nor ‘another fetish of modern science’; it still occupies a large part of the current debate in philosophy and the sciences. This investigation into causal modelling presents the rationale of causality, i.e. the notion that guides causal reasoning in causal modelling. It is argued that causal models are regimented by a rationale of variation, nor of regularity neither invariance, thus breaking down the dominant (...) Human paradigm. The notion of variation is shown to be embedded in the scheme of reasoning behind various causal models: e.g. Rubin’s model, contingency tables, and multilevel analysis. It is also shown to be latent – yet fundamental – in many philosophical accounts. Moreover, it has significant consequences for methodological issues: the warranty of the causal interpretation of causal models, the levels of causation, the characterisation of mechanisms, and the interpretation of probability. This book offers a novel philosophical and methodological approach to causal reasoning in causal modelling and provides the reader with the tools to be up to date about various issues causality rises in social science. (shrink)

We argue that the health sciences make causal claims on the basis of evidence both of physical mechanisms, and of probabilistic dependencies. Consequently, an analysis of causality solely in terms of physical mechanisms or solely in terms of probabilistic relationships, does not do justice to the causal claims of these sciences. Yet there seems to be a single relation of cause in these sciences - pluralism about causality will not do either. Instead, we maintain, the health sciences require a theory (...) of causality that unifies its mechanistic and probabilistic aspects. We argue that the epistemic theory of causality provides the required unification. (shrink)

The need for fair and just AI is often related to the possibility of understanding AI itself, in other words, of turning an opaque box into a glass box, as inspectable as possible. Transparency and explainability, however, pertain to the technical domain and to philosophy of science, thus leaving the ethics and epistemology of AI largely disconnected. To remedy this, we propose an integrated approach premised on the idea that a glass-box epistemology should explicitly consider how to incorporate values and (...) other normative considerations, such as intersectoral vulnerabilities, at critical stages of the whole process from design and implementation to use and assessment. To connect ethics and epistemology of AI, we perform a double shift of focus. First, we move from trusting the output of an AI system to trusting the process that leads to the outcome. Second, we move from expert assessment to more inclusive assessment strategies, aiming to facilitate expert and non-expert assessment. Together, these two moves yield a framework usable for experts and non-experts when they inquire into relevant epistemological and ethical aspects of AI systems. We dub our framework ‘epistemology-cum-ethics’ to signal the equal importance of both aspects. We develop it from the vantage point of the designers: how to create the conditions to internalize values into the whole process of design, implementation, use, and assessment of an AI system, in which values (epistemic and non-epistemic) are explicitly considered at each stage and inspectable by every salient actor involved at any moment. (shrink)

This book investigates the unresolved issue of democratic legitimacy in contexts of pervasive disagreement and contributes to this debate by defending a relational version of political liberalism that rests on the ideal of co-authorship. According to this proposal, democratic legitimacy depends upon establishing appropriate interactions among citizens who ought to ascribe to one another the status of putative practical and epistemic authorities. To support this relational reading of political liberalism, the book proposes a revised account of the civic virtue of (...) reasonableness along with an investigation of the epistemic-specific dimension of political equality. By engaging with political epistemology and social theory, this book explores ways to address inherent tensions within the liberal paradigm, using the following strategies of addressing these tensions: first, it defends a twofold model of legitimacy that distinguishes the goals, methodologies, and justificatory tasks of both ideal and nonideal phases of the two-level justificatory framework; second, it contends that democratic legitimacy requires an engaged and contextual critical appraisal of the injustices that characterize our daily social lives, illustrating how structural forms of injustice represent a profound betrayal of the liberal ideal of democratic legitimacy. (shrink)

This article examines the political and theoretical life of Jane Addams and the women of Hull House, who gave rise to a constellation of new subjects and practices in nineteenth-century Chicago. In particular, the article highlights the importance of women’s relations in the settlement in Halsted Street, which were a fundamental part of the group’s political practice and reflection on democracy, society, and justice: on the one hand, they reconfigured the traditional dichotomy between private and public space, revealing its inherent (...) porosity; on the other, relations of proximity, friendship, and love proved to be transformative forces and an embodied practice of justice that escaped the dynamics of the dual subject/object relationship, becoming an element of social change. Love, considered in the triple sense of romantic and intimate love, affectionate and cooperative love, and love of Humanity, turned out to be a political element that could redefine the norms and spaces of social action for Victorian women. Moreover, it extended the sphere of democracy beyond governmental procedures and institutions and transformed it into a life practice based on acting in concert and being together. (shrink)

BackgroundThe measures taken to contain the coronavirus disease 2019 pandemic, such as the lockdown in Italy, do impact psychological health; yet, less is known about their effect on cognitive functioning. The transactional theory of stress predicts reciprocal influences between perceived stress and cognitive performance. However, the effects of a period of stress due to social isolation on spatial cognition and exploration have been little examined. The aim of the present study was to investigate the possible effects and impact of the (...) COVID-19 pandemic on spatial cognition tasks, particularly those concerning spatial exploration, and the physiological leftward bias known as pseudoneglect. A right-hemisphere asymmetry for spatial attention processes crucially contributes to pseudoneglect. Other evidence indicates a predominantly right-hemisphere activity in stressful situations. We also analyzed the effects of lockdown on coping strategies, which typically show an opposite pattern of hemispheric asymmetry, favoring the left hemisphere. If so, then pseudoneglect should increase during the lockdown and be negatively correlated with the efficacy of coping strategies.MethodsOne week before the start of the lockdown due to COVID-19 in Italy, we had collected data from a battery of behavioral tests including tasks of peri-personal spatial cognition. During the quarantine period, from late April to early May 2020, we repeated the testing sessions with a subgroup of the same participants. At both testing sessions, participants performed digitized neuropsychological tests, including a Cancellation task, Radial Arm Maze task, and Raven’s Advanced Progressive Matrices. Participants also completed a newly developed COVID-19 Student Stress Scale, based on transactional models of stress, and the Coping Orientation to Problems Experienced—New Italian Version to assess coping orientation.ResultsThe tendency to start cancelation from a left-sided item, to explore first a left-sided arm of the maze, and to choose erroneous response items on the left side of the page on Raven’s matrices increased from T1 to T2. The degree of pseudoneglect increment positively correlated with perceived stress and negatively correlated with Positive Attitude and Problem-Solving COPE-NIV subscales.ConclusionLockdown-related stress may have contributed to increase leftward bias during quarantine through a greater activation of the right hemisphere. On the other hand, pseudoneglect was decreased for better coping participants, perhaps as a consequence of a more balanced hemispheric activity in these individuals. (shrink)

Mobile applications are increasingly regarded as important tools for an integrated strategy of infection containment in post-lockdown societies around the globe. This paper discusses a number of questions that should be addressed when assessing the ethical challenges of mobile applications for digital contact-tracing of COVID-19: Which safeguards should be designed in the technology? Who should access data? What is a legitimate role for “Big Tech” companies in the development and implementation of these systems? How should cultural and behavioural issues be (...) accounted for in the design of these apps? Should use of these apps be compulsory? What does transparency and ethical oversight mean in this context? We demonstrate that responses to these questions are complex and contingent and argue that if digital contract-tracing is used, then it should be clear that this is on a trial basis and its use should be subject to independent monitoring and evaluation. (shrink)

Critical Data Studies explore the unique cultural, ethical, and critical challenges posed by Big Data. Rather than treat Big Data as only scientifically empirical and therefore largely neutral phenomena, CDS advocates the view that Big Data should be seen as always-already constituted within wider data assemblages. Assemblages is a concept that helps capture the multitude of ways that already-composed data structures inflect and interact with society, its organization and functioning, and the resulting impact on individuals’ daily lives. CDS questions the (...) many assumptions about Big Data that permeate contemporary literature on information and society by locating instances where Big Data may be naively taken to denote objective and transparent informational entities. In this introduction to the Big Data & Society CDS special theme, we briefly describe CDS work, its orientations, and principles. (shrink)

Niccolò Machiavelli's support for what he calls governo largo, or popular government, is usually contrasted with the diffidence towards it of Francesco Guicciardini, the Florentine aristocrat. The article argues that both these authors grounded their vision on Polybius' theory of “mixed government,” though adapting it in different directions. In examining this difference, the article reaches the conclusion that it concerns far less the degree of popular participation in political decision-making and government than the value that Machiavelli and Guicciardini respectively ascribe (...) to it in comparison with that of safety-liberty. In this respect, their theories may be viewed as anticipating the tensions between democracy and the rule of law, the co-presence of which provides the essential foundation of the structure of present-day constitutional democracies. (shrink)

Causal claims in biomedical contexts are ubiquitous albeit they are not always made explicit. This paper addresses the question of what causal claims mean in the context of disease. It is argued that in medical contexts causality ought to be interpreted according to the epistemic theory. The epistemic theory offers an alternative to traditional accounts that cash out causation either in terms of “difference-making” relations or in terms of mechanisms. According to the epistemic approach, causal claims tell us about which (...) inferences (e.g., diagnoses and prognoses) are appropriate, rather than about the presence of some physical causal relation analogous to distance or gravitational attraction. It is shown that the epistemic theory has important consequences for medical practice, in particular with regard to evidence-based causal assessment. (shrink)

The article examines Hans Kelsen's and Carl Schmitt's lines of thought concerning the relationship between constitutional and international law, with the aim of ascertaining their respective ability to capture developments affecting that relationship, even those of a contradictory nature. It is significant that, while the rise of wars of humanitarian intervention in the post-Cold War era has evoked Schmitt's concept of the bellum iustum, the evolution in the direction of the “constitutionalisation of international law” has drawn attention to Kelsen's theoretical (...) approach. However, these assumptions rely heavily on the opposing objectives that the two authors claimed to pursue, such as, respectively, the search for the ultimate seat of political power and a pure theory of law. Things are more complicated, both because these objectives by no means exhaust Kelsen's and Schmitt's lines of thought, and because the conception of sovereignty as omnipotence, at the core of the Weimar controversy, is now behind us. (shrink)

The paper examines definitions of ‘cause’ in the epidemiological literature. Those definitions all describe causes as factors that make a difference to the distribution of disease or to individual health status. In the philosophical jargon, causes in epidemiology are difference-makers. Two claims are defended. First, it is argued that those definitions underpin an epistemology and a methodology that hinge upon the notion of variation, contra the dominant Humean paradigm according to which we infer causality from regularity. Second, despite the fact (...) that causes be defined in terms of ‘difference-making’, this cannot fixes the causal metaphysics. Causality in epidemiology ought to be interpreted according to the epistemic theory. In this approach relations are deemed causal depending on the evidence and on the available methods. Indeed, evidence to establish causal claims requires difference-making considerations; furthermore, those definitions of cause reflect the ‘variational’ epistemology and methodology of epidemiology. (shrink)

Causal analysis in the social sciences takes advantage of a variety of methods and of a multi-fold source of information and evidence. This pluralistic methodology and source of information raises the question of whether we should accordingly have a pluralistic metaphysics and epistemology. This paper focuses on epistemology and argues that a pluralistic methodology and evidence don’t entail a pluralistic epistemology. It will be shown that causal models employ a single rationale of testing, based on the notion of variation. Further, (...) I shall argue that this monistic epistemology is also involved in alternative philosophical theories of causation. (shrink)

In Responsible Brains, Hirstein, Sifferd and Fagan apply the language of cognitive neuroscience to dominant understandings of criminal responsibility in criminal law theory. The Authors make a compelling case that, under such dominant understandings, criminal responsibility eventually ‘translates’ into a minimal working set of executive functions that are primarily mediated by the frontal lobes of the brain. In so arguing, the Authors seem to unquestioningly accept the law’s view of the “responsible person” as a mixture of cognitive capacities and mechanisms—thereby (...) leaving aside other fundamental aspects of individuals’ human agency. This commentary article offers a critique of the Authors’ rationalist and individualist approach. The critique can be summarized through the following claim: We humans, as responsible beings, are more than our executive functions. This claim articulates through four main points of discussion: role of emotions in moral judgments and behavior; executive functions and normative criteria for legal insanity; impact of adverse situational factors on executive functions; Authors’ account of punishment and, especially, rehabilitation. (shrink)

The paper sketches out an account of ambiguous and agonistic love by drawing on the work of Simone de Beauvoir, Axel Honneth and Hannah Arendt. To begin with, I reconstruct the ambiguity of love within the conceptual framework of a paradigm of recognition. I argue further that the social relation of love, understood as an intertwine between dependence and independence, entails a power dynamic. Insofar as the dynamic actualises as “power in concert” or “power with”, namely as mutual empowerment, love (...) unfolds as free love. Finally, I show how agonistic love is damaged by turning into violent domination. (shrink)

This paper examines one aspect of the legacy of the Value-Free Ideal in conservation science: the view that measurements and metrics are value-free epistemic tools detached from ideological, ethical, social, and, generally, non-epistemic considerations. Contrary to this view, I will argue that traditional measurement practices entrenched in conservation are in fact permeated with non-epistemic values. I challenge the received view by revealing three non-epistemic assumptions underlying traditional metrics: (1) a human-environment demarcation, (2) the desirability of a people-free landscape, and (3) (...) the exclusion of cultural diversity from biodiversity. I also draw a connection between arguments for retaining traditional metrics to “scientific colonialism,” exemplified by a fortress conservation model. I conclude by advocating for abandoning the myth of the intrinsic value-freedom of measurement practices and embracing metrics aligned with societal and scientific goals. (shrink)

The notion of ‘causal web’ emerged in the epidemiological literature in the early Sixties and had to wait until the Nineties for a thorough critical appraisal. Famously, Nancy Krieger argued that such a notion isn’t helpful unless we specify what kind of spiders create the webs. This means, according to Krieger, (i) that the role of the spiders is to provide an explanation of the yarns of the web and (ii) that the sought spiders have to be biological and social. (...) This paper contributes to the development of the notion of causal web, elaborating on the two following points: (i) to catch the spiders we need multi-fold evidence—specifically, mechanistic and difference-making—and (ii) for the eco-social to be explanatory, the web has to be mechanistic in a sense to be specified. (shrink)

Mobile health is rapidly being implemented and changing our ways of doing, understanding and organising healthcare. mHealth includes wearable devices as well as apps that track fitness, offer wellness programmes or provide tools to manage chronic conditions. According to industry and policy makers, these systems offer efficient and cost-effective solutions for disease prevention and self-management. While this development raises many ethically relevant questions, so far mHealth has received only little attention in medical ethics. This paper provides an overview of bioethical (...) issues raised by mHealth and aims to draw scholarly attention to the ethical significance of its promises and challenges. We show that the overly positive promises of mHealth need to be nuanced and their desirability critically assessed. Finally, we offer suggestions to bioethicists to engage with this emerging trend in healthcare to develop mHealth to its best potential in a morally sound way. (shrink)

Structural realism à-la-Worrall is the view that inasmuch as our scientific theories provide us with (partially) adequate descriptions of an objective and independent reality, they do so by shedding light on the way this reality is in itself structured, and not on the so-called nature of existing objects. This position seems to imply that there is something about reality that lies beyond our grasp. I will reconstruct and shed new light onto Worrall’s position and show that, contrary to how it (...) might appear at first sight, its allegedly negative, or pessimist stance has a positive side: by placing a constraint on our (theoretically mediated) knowledge, structural realism might tell us something relevant about the nature and functioning of our scientific understanding of the world. The paper is divided in three parts. The first part is devoted to a brief reconstruction of Worrall’s position. In the second part, I propose a new reading of the position in question by uncovering, highlighting and developing its epistemological consequences. In the last part, I investigate and scrutinize the connection between understanding and structures. The overall aim is to show how Worrall’s structural realism, especially in the reading I am proposing here, may provide us with a plausible explanation of the epistemic value of past and actual scientific theories. (shrink)

In this paper, we comment and discuss the fifteen replies that interpret, solicit, problematize, and further develop our Critical Naturalism: A Manifesto (Krisis 42(1)), that have been published in Krisis 43(1). In the paper, we address four overarching topics that we see emerging from the replies: Histories and traditions of criticial naturalism; the relation between theory and praxis; the question of what is critical about critical naturalism; and finally the question of utopia. Additionally, we discuss three general types of attitudes (...) that our critics take to the Manifesto. (shrink)

The paper addresses the question of how different types of evidence ought to inform public health policy. By analysing case studies on obesity, the paper draws lessons about the different roles that different types of evidence play in setting up public health policies. More specifically, it is argued that evidence of difference-making supports considerations about ‘what works for whom in what circumstances’, and that evidence of mechanisms provides information about the ‘causal pathways’ to intervene upon.

Traditions of thought remain vital and vivid if their borders are porous; they remain able to convey useful insights to understand our present, its roots in the past and its hints at new future perspectives if contaminations with other traditions are taken as a fruitful challenge and as a possibility of enrichment, not of jeopardy. Traditions of thought might be able to attract new followers if their models, criteria and methods are capable of transformation and amelioration. This view of traditions (...) is certainly inspired by John Dewey’s own understanding of philosophical and scientific processes of knowledge.1 His own thought can be indeed described as “open, unfixed, unreified”, entailing... (shrink)

Despite the invaluable role that women play in the peacebuilding process, statistics still show this as a male-dominated field. Since media narratives have the power to frame reality providing the public with preferred lenses to understand it, this study asks, How do media narratives frame the role of Afghan women in conflict resolution? To address this question, we combine Frame Theory (Entman, R. M. (1993). Framing: Toward clarification of a fractured paradigm. Journal of Communication, 43(4), 51–58) and Critical Discourse Analysis (...) (van Dijk, T. A. (2015). Critical discourse analysis. In D. Tannen, H. E. Hamilton, & D. Schiffrin (Eds.), The handbook of discourse analysis (pp. 466–485). Wiley Blackwell) to explore media narratives before and after the Taliban came into power in August 2021. The samples include 32 articles published between 2018 and 2022 on different sources ranging from traditional news outlets to magazines, newsrooms, intergovernmental organizations, and think tanks. Findings show that media narratives perpetuate unfair gendered expectations, failing to effectively render the irreplaceable role of women in peacebuilding. Frames confirm the double bind of hegemonic femininity (Schneiker, A. (2021). The UN and women's marginalization in peace negotiations. International Affairs, 97(4), 1165–1182) as women are subject to different expectations – the exception presents them as courageous, yet the norm frames them as being too vulnerable and without a voice. (shrink)

Causal assessment is the problem of establishing whether a relation between (variable) X and (variable) Y is causal. This problem, to be sure, is widespread across the sciences. According to accredited positions in the philosophy of causality and in social science methodology, invariance under intervention provides the most reliable test to decide whether X causes Y. This account of invariance (under intervention) has been criticised, among other reasons, because it makes manipulations on the putative causal factor fundamental for the causal (...) methodology; consequently, the argument goes, the account is ill-suited to those contexts where manipulations are not performed, for instance, the social sciences. The article aims to extend the account of invariance (under intervention), in a way that manipulations on the putative causal factors are not methodologically fundamental, and yet invariance remains key for causal assessment both in experimental and non-experimental contexts. (shrink)

My aim in this article is to investigate the epistemic dimension of reasonableness. In the last decades, the concept of reasonableness has been deeply analysed, and yet, I maintain that a strictly epistemic analysis of reasonableness is still lacking. The goal of this article is to clarify which epistemic features characterize reasonableness as one of the fundamental virtues in the political domain. In order to justify political liberalism through a public justification that averts the risk of falling into a dilemma, (...) it is important to establish in advance which are the epistemic constraints that should be respected. My proposal is that a moderate approach in moral epistemology expresses the best scheme available to us – as moral agents constrained by the limit of our rationality – for establishing a normatively binding, and yet realistic, procedure of justification for political institutions and practices. (shrink)

Causal inference is perhaps the most important form of reasoning in the sciences. A panoply of disciplines, ranging from epidemiology to biology, from econometrics to physics, make use of probability and statistics to infer causal relationships. The social and health sciences analyse population-level data using statistical methods to infer average causal relations. In diagnosis of disease, probabilistic statements are based on population-level causal knowledge combined with knowledge of a particular person’s symptoms. For the physical sciences, the Salmon-Dowe account develops an (...) analysis of causation based on the notion of process and interaction. In artificial intelligence, the development of graphical methods has leant impetus to a probabilistic analysis of causality. The biological sciences use probabilistic methods to look for evolutionary causes of the state of a current species and to look for genetic causal factors. This variegated situation raises at least two fundamental philosophical issues: about the relation between causality and probability, and about the interpretation of probability in causal analysis. In this book we bring philosophers and scientists together to discuss the relation between causality and probability, and the applications of these concepts within the sciences. (shrink)

Die traditionelle Erkenntnistheorie beschäftigte sich vor allem mit drei großen Fragen. (i) Was ist Wissen? (ii) Ist Wissen möglich und in welchen Bereichen und in welchem Umfang können wir es, wenn überhaupt, erwerben? (iii) Was sind die Quellen des Wissens, und spielen womöglich einige von ihnen (etwa Wahrnehmung oder Introspektion) eine besondere Rolle für die Fundierung epistemischer Systeme? Neben der Einbeziehung sozialer Wissensquellen in die Behandlung von Frage (iii) ist in den letzten zwei Jahrzehnten auch ein weiteres Thema in den (...) Fokus erkenntnistheoretischer Debatten gerückt. Wir streben nach Wissen und versuchen, es zu erhalten und zu vermehren. Wenn wir einer Person Wissen zuschreiben, so schwingen außerdem oft Anerkennung, gar Lob oder Bewunderung mit, Einstellungen, die wir Überzeugungen, die kein Wissen sind, vielfach versagen. Nicht zuletzt die anhaltende Beschäftigung der Philosophie selbst seit Platon mit den Fragen (i) bis (iii) scheint zu zeigen, dass wir Wissen als ein wertvolles Gut betrachten. Eine weitere wichtige epistemologische Frage lautet daher (iv): Worin liegt der besondere Wert des Wissens? (shrink)

El objetivo de este dossier es reflexionar, desde una perspectiva histórica, sobre los valores y significados que el municipalismo ha adquirido para los iberoamericanos en la época actual. La elección de este tema se debe a dos razones principales: por un lado, al papel que esta institución desempeña hoy en día en los regímenes democráticos de América latina, tanto en su dimensión social como política y territorial; por el otro, al hecho que el municipio tiene una herencia histórica muy larga (...) y compleja que va desde la Antigüedad, la Edad Media y Moderna hasta nuestros días. (shrink)

The secure release of identity attributes is a key enabler for electronic business interactions. Users should have the maximum control possible over the release of their identity attributes and should state under which conditions these attributes can be disclosed. Moreover, users should disclose only the identity attributes that are actually required for the transactions at hand. In this paper we present an approach for the controlled release of identity attributes that addresses such requirements. The approach is based on the integration (...) of trust negotiation and minimal credential disclosure techniques. Trust negotiation supports selective and incremental disclosure of identity attributes, while minimal credential disclosure guarantees that only the attributes necessary to complete the on-line interactions are disclosed. (shrink)

Econometrics applies statistical methods to study economic phenomena. Roughly, by means of equations, econometricians typically account for the response variable in terms of a number of explanatory variables. The question arises under what conditions econometric models can be given a causal interpretation. By drawing the distinction between associational models and causal models, the paper argues that a proper use of background knowledge, three distinct types of assumptions (statistical, extra-statistical, and causal), and the hypothetico-deductive methodology provide sufficient conditions for a causal (...) interpretation of econometric models. (shrink)