I consider recent strategies proposed by econometricians for extrapolating causal effects from experimental to target populations. I argue that these strategies fall prey to the extrapolator’s circle: they require so much knowledge about the target population that the causal effects to be extrapolated can be identified from information about the target alone. I then consider comparative process tracing as a potential remedy. Although specifically designed to evade the extrapolator’s circle, I argue that CPT is unlikely to facilitate extrapolation in typical (...) econometrics and evidence-based policy applications. To argue this, I offer a distinction between two kinds of extrapolation, attributive and predictive, the latter being prevalent in econometrics and evidence-based policy. I argue that CPT is not helpful for predictive extrapolation when using the kinds of evidence that econometricians and evidence-based policy researchers prefer. I suggest that econometricians may need to consider qualitative evidence to overcome this problem. (shrink)

In Simulation and Similarity, Michael Weisberg offers a similarity-based account of the model–world relation, which is the relation in virtue of which successful models are successful. Weisberg’s main idea is that models are similar to targets in virtue of sharing features. An important concern about Weisberg’s account is that it remains silent on what it means for models and targets to share features, and consequently on how feature-sharing contributes to models’ epistemic success. I consider three potential ways of concretizing the (...) concept of shared features: as identical, quantitatively sufficiently close, and sufficiently similar features. I argue that each of these concretizations faces significant challenges, leaving unclear how Weisberg’s account substantially contributes to elucidating the relation in virtue of which successful models are successful. Against this background, I outline a pluralistic revision and argue that this revision may not only help Weisberg's account evade several of the problems that I raise, but also offers a novel perspective on the model–world relation more generally. 1Introduction 2Weisberg’s Feature-Sharing Account 3What Is a Shared Feature? 3.1Identity 3.2Sufficient closeness 3.3Sufficient similarity 4Turning Weisberg’s Account ‘Upside Down’ 5Conclusion. (shrink)

Acceding to the demand that public policy should be based on “the best available evidence” can come at significant moral cost. Important policy questions cannot be addressed using “the best available evidence” as defined by the evidence-based policy paradigm; the paradigm can change the meaning of questions so that they can be addressed using the preferred kind of evidence; and important evidence that does not meet the standard defined by the paradigm can get ignored. We illustrate these problems in three (...) contexts of evidence-based policy. (shrink)

Proponents of evidence-based policy (EBP) call for public policy to be informed by high-quality evidence from randomized controlled trials. This methodological preference aims to promote several epistemic values, e.g. rigor, unbiasedness, precision, and the ability to obtain causal conclusions. I argue that there is a trade-off between these epistemic values and several non-epistemic, moral and political values. This is because the evidence afforded by preferred EBP methods is differentially useful for pursuing different moral and political values. I expand on how (...) this challenges ideals of value-freedom and -neutrality in EBP, and offer suggestions for how EBP methodology might be revised. (shrink)

Public policymakers and institutional decision-makers routinely face questions about whether interventions “work”: does universal basic income improve people’s welfare and stimulate entrepreneurial activity? Do gated alleyways reduce burglaries or merely shift the crime burden to neighbouring communities? What is the most cost-effective way to improve students’ reading abilities? These are empirical questions that seem best answered by looking at the world, rather than trusting speculations about what will be effective. Evidence-based policy (EBP) is a movement that concretizes this intuition. It (...) maintains that policy should be based on evidence of “what works.” Not any evidence will do, however. Following on the heels of its intellectual progenitor, evidence-based medicine (EBM), EBP insists on the use of high-quality evidence produced in accordance with rigorous methodological standards. Though intuitively compelling, EBP has attracted significant criticism from methodologists, political scientists, and philosophers. This chapter provides a critical overview of EBP through a philosophical lens, reviewing and discussing some of the most pressing challenges that EBP faces and outlining some proposals for improving it. I first provide a brief overview of EBP and distinguish a broader and narrower understanding of it. I then review existing lines of criticism of EBP, two of which are considered in detail. The first elaborates how EBP struggles with extrapolation, that is, the use of evidence from study populations to make inferences about the effects of policies on novel target populations. The second maintains that EBP’s methodological tenets are deeply entwined with moral and political values, which can threaten EBP’s promise to promote objectivity in policymaking. Finally, I make some proposals for how EBP could be improved going forward. (shrink)

Scientific models can be performative: they can causally affect the phenomena they are intended to represent. The existing literature offers two responses. The appraisal view emphasizes that performativity can sometimes be a good-making model attribute, e.g., when predictions steer the public’s behavior in desirable ways. The mitigation view seeks to endogenize agents’ behavioral response to model-issued forecasts to get rid of performativity instead. This paper argues that neither approach is fully compelling: the appraisal view encounters severe concerns about moral values (...) illegitimately encroaching on how modelers construct and use models, while the mitigation view fails to acknowledge that endogenization is itself a choice that involves substantive value-judgments relating to the desirability of certain social outcomes. (shrink)

The recent wave of generative AI (GAI) systems like Stable Diffusion that can produce images from human prompts raises controversial issues about creatorship, originality, creativity and copyright. This paper focuses on creatorship: who creates and should be credited with the outputs made with the help of GAI? Existing views on creatorship are mixed: some insist that GAI systems are mere tools, and human prompters are creators proper; others are more open to acknowledging more significant roles for GAI, but most conceive (...) of creatorship in an all-or-nothing fashion. We develop a novel view, called CCC (collective-centered creation), that improves on these existing positions. On CCC, GAI outputs are created by collectives in the first instance. Claims to creatorship come in degrees and depend on the nature and significance of individual contributions made by the various agents and entities involved, including users, GAI systems, developers, producers of training data and others. Importantly, CCC maintains that GAI systems can sometimes be part of a co-creating collective. We detail how CCC can advance existing debates and resolve controversies around creatorship involving GAI. (shrink)

This paper investigates how intuitions about scientific discovery using artificial intelligence can be used to improve our understanding of scientific discovery more generally. Traditional accounts of discovery have been agent-centred: they place emphasis on identifying a specific agent who is responsible for conducting all, or at least the important part, of a discovery process. We argue that these accounts experience difficulties capturing scientific discovery involving AI and that similar issues arise for human discovery. We propose an alternative, collective-centred view as (...) superior for understanding discovery, with and without AI. This view maintains that discovery is performed by a collective of agents and entities, each making contributions that differ in significance and character, and that attributing credit for discovery depends on various finer-grained properties of the contributions made. Detailing its conceptual resources, we argue that this view is considerably more compelling than its agent-centred alternative. Considering and responding to several theoretical and practical challenges, we point to concrete avenues for further developing the view we propose. (shrink)

This paper argues that an important type of experiment-target inference, extrapolating causal effects, requires models to be successful. Focusing on extrapolation in Evidence-Based Policy, it is ar...

Extrapolating causal effects from experiments to novel populations is a common practice in evidence-based-policy, development economics and other social science areas. Drawing on experimental evidence of policy effectiveness, analysts aim to predict the effects of policies in new populations, which might differ importantly from experimental populations. Existing approaches made progress in articulating the sorts of similarities one needs to assume to enable such inferences. It is also recognized, however, that many of these assumptions will remain surrounded by significant uncertainty in (...) practice. Unfortunately, the existing literature says little on how analysts may articulate and manage these uncertainties. This paper aims to make progress on these issues. First, it considers several existing ideas that bear on issues of uncertainty, elaborates the challenges they face, and extracts some useful rationales. Second, it outlines a novel approach, called the support graph approach, that builds on these rationales and allows analysts to articulate and manage uncertainty in extrapolation in a systematic and unified way. (shrink)

Extrapolating causal effects is becoming an increasingly important kind of inference in Evidence-Based Policy, development economics, and microeconometrics more generally. While several strategies have been proposed to aid with extrapolation, the existing methodological literature has left our understanding of what extrapolation consists of and what constitutes successful extrapolation underdeveloped. This paper addresses this lack in understanding by offering a novel account of successful extrapolation. Building on existing contributions pertaining to the challenges involved in extrapolation, this more nuanced and comprehensive account (...) seeks to provide tools that facilitate the scrutiny of specific extrapolative inferences and general strategies for extrapolation. Offering such resources is important especially in view of the increasing amounts of real-world decision-making in policy, development, and beyond that involve extrapolation. (shrink)

Models not only represent but may also influence their targets in important ways. While models’ abilities to influence outcomes has been studied in the context of economic models, often under the label ‘performativity’, we argue that this phenomenon also pertains to epidemiological models, such as those used for forecasting the trajectory of the Covid-19 pandemic. After identifying three ways in which a model by the Covid-19 Response Team at Imperial College London may have influenced scientific advice, policy, and individual responses, (...) we consider the implications of epidemiological models’ performative capacities. We argue, first, that performativity may impair models’ ability to successfully predict the course of an epidemic; but second, that it may provide an additional sense in which these models can be successful, namely by changing the course of an epidemic. (shrink)

ABSTRACT Academic freedom is typically understood as a means of protecting faculty rights against the violence—physical or intellectual—of the state or of the institution’s administration. This article argues that academic freedom may be seen as a form of violence, insofar as it is potentially threatening to the methodological and institutional stasis of colleges and universities.

The central argument of this book is that the interrelated ideas of the educated person and a liberal education are in need of serious rethinking. The book contributes to this rethinking through an analysis of influential historical and contemporary treatments of liberal education, as well as scholarship in feminist theory and critical pedagogy. The book concludes by presenting a new ideal of the educated person and a reconceptualization of liberal education.

In recent years a strand of thinking has developed in private law scholarship which has come to be known as 'rights' or 'rights-based' analysis. Rights analysis seeks to develop an understanding of private law obligations that is driven, primarily or exclusively, by the recognition of the rights we have against each other, rather than by other influences on private law, such as the pursuit of community welfare goals. Notions of rights are also assuming greater importance in private law in other (...) respects. Human rights instruments are having an increasing influence on private law doctrines. And in the law of unjust enrichment, an important debate has recently begun on the relationship between restitution of rights and restitution of value. This collection is a significant contribution to debate about the role of rights in private law. It includes essays by leading private law scholars addressing fundamental questions about the role of rights in private law as a whole and within particular areas of private law. The collection includes contributions by advocates and critics of rights-based approaches and provides a thorough and balanced analysis of the relationship between rights and private law. (shrink)

The prescription of practice guidelines for consent in neonatal care that are appropriate for all interventions faces substantial problems. Current practice varies widely. Consent in neonatal care is compromised by postnatal constraints on information sharing and decision-making. Empirical research shows marked individual and cultural variation in the degree to which parents want to contribute to decision-making on behalf of their infants. Conflict between the parents’ wishes and the infant’s best interests could arise if consent for a recommended intervention were refused, (...) and parental refusal of consent may have to be overridden. Consent to an appropriate package of care (such as special, intensive or palliative care) may be morally preferable to a universal requirement to seek consent for all individual interventions entailed by that package. (shrink)

A collection of essays examining the extent to which rhetoric's relation to the sacred is one of ineffability and how our response to the sacred integrates the divine (or the altogether other) into the human order.

This introduction to morality proposes that morality is looked at in five different ways: morality as law, morality as inner conviction, morality as personal growth, morality as love and morality as social transformation. No one of these ways is sufficient in itself to deal with the complex moral questions of today, but each is enriched by the others.

The language theory of Mikhail Bakhtin does not fall neatly under any single rubric - 'dialogism,' 'marxism,' 'prosaics,' 'authorship' - because the philosophic foundation of his writing rests ambivalently between phenomenology and Marxism. The theoretical tension of these positions creates philosophical impasses in Bakhtin's work, which have been neglected or ignored partly because these impasses are themselves mirrored by the problems of antifoundationalist and materialist tendencies in literary scholarship. In Mikhail Bakhtin: Between Phenomenology and Marxism Michael Bernard-Donals examines various incarnations (...) of phenomenological and materialist theory - including the work of Jauss, Fish, Rorty, Althusser, and Pecheux - and places them beside Bakhtin's work, providing a contextualised study of Bakhtin, a critique of the problems of contemporary critics, and an original contribution to literary theory. (shrink)

Por que debo hacer el bien? Por que tengo que cumplir el deber? Por que es malo hacer el mal? Por que no puedo sacudirme todo con un que mas da? de indiferencia? Estas preguntas y otras analogas estan en el fondo de esta obra. El autor ha investigado una reinterpretacion de la etica de la recta razon a luz de la filosofia del valor y en dialogo con la filosofia anglo-sajona de las virtudes. La obra se centra en dos (...) autores: Joseph de Finance y Giuseppe Abba. Propone cuatro etapas que debe recorrer una etica tomista que pretenda ser autenticamente filosofica: la presentacion fenomenologica de la experiencia moral, y la fundamentacion critica, metafisica y psicologica de esta experiencia. (shrink)

Explores a provocative alternative vision of education based on an analysis of the feminist educational thought of Jane Roland Martin. Emergent thinking on gender, knowledge, and caring is highlighted, with particular attention to gender-sensitive education and cultural wealth and the implications they hold for the school curriculum.

ABSTRACT Pandemics and plagues function rhetorically, by doing violence to the structures of discourse, sociality, hospitality, and mutual engagement that characterize ethical human interaction. They infect us, as rhetorical subjects, and reorient our capacity for engagement. The coronavirus's “novelty” renders it uncertain as to how long it will last or who will be infected next; the near-uniform response to it has been a forced distance of ourselves from others and a displacement from our itineraries and our locations. Through COVID-19 we (...) are learning that pandemic does violence to our sense of place, to how we think of respite, and has highlighted our sense of vulnerability in the midst of others. (shrink)

For the philosopher Emmanuel Levinas, it is the presence of the other that obliges the human to speak. What makes the subject a subject is not only the other’s presence but the compulsion to speak, and that compulsion marks the subject as displaced, called into question. The other—the neighbor, the stranger—makes us responsible and marks the subject as always necessarily in relation, a relation that troubles the subject because while we are compelled to respond, that response inevitably fails to contain, (...) to name, that relation. In Levinas’s formulation, the altogether other—the divine—presents us with the paradigmatic case in which the subject is compelled or called by that which exceeds our capacity to understand .. (shrink)

Travel provides countless opportunities for wonder. The breadth of human experience enabled by traversing new territory includes curiosity, excitement, and surprise. However, achieving this breadth may well be better left unfulfilled. Gulliver’s interactions with the King of Brobdingnag in Book II of Gulliver’s Travels (1726) raise interesting questions regarding travel and its effects on the traveller. This essay argues that Gulliver’s Travels draws upon Locke’s insights into travel as an endeavour with the potential to be didactic, ultimately presenting a case (...) against the universal benefit of embarking on a voyage. Swift’s text offers little hope for the existence of the type of traveller who would be improved rather than corrupted by the experience, which suggests that wonders of travel ought to be avoided. This generates a counter-Enlightenment riposte to liberal assumptions concerning the possibility and likelihood of individual edification through pursuing the wonders of travel. (shrink)

Travel provides countless opportunities for wonder. The breadth of human experience enabled by traversing new territory includes curiosity, excitement, and surprise. However, achieving this breadth may well be better left unfulfilled. Gulliver’s interactions with the King of Brobdingnag in Book II of Gulliver’s Travels (1726) raise interesting questions regarding travel and its effects on the traveller. This essay argues that Gulliver’s Travels draws upon Locke’s insights into travel as an endeavour with the potential to be didactic, ultimately presenting a case (...) against the universal benefit of embarking on a voyage. Swift’s text offers little hope for the existence of the type of traveller who would be improved rather than corrupted by the experience, which suggests that wonders of travel ought to be avoided. This generates a counter-Enlightenment riposte to liberal assumptions concerning the possibility and likelihood of individual edification through pursuing the wonders of travel. (shrink)