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)

Currently, research ethics committees in the UK meet behind closed doors—their workings and most of the content of their decisions are unavailable to the general public. There is a significant tension between this current practice and a broader societal presumption of openness. As a form of public institution, the REC system exists to oversee research from the perspective of society generally.An important part of this tension turns on the kind of justification that might be offered for the REC system. In (...) this paper I adapt Daniels and Sabin’s accountability for reasonableness model for just resource allocation to the research ethics context to provide some structural legitimacy and to enable progress on the question of openness. After considering the consequences of adopting this model for open REC meetings, I then examine some reasons that might be offered against open meetings. These arguments do not overwhelm the core intuitions behind the presumption of openness but they do, I suggest, give us reason to retreat from fully public meetings. I conclude that there should be important adjustments to the system towards public accountability and that there are grounds for stopping short of fully public meetings. (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)

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.

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)

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 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)

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)

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)

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)

For the past 3 years, since acquiring formal training in healthcare ethics and philosophy, I have been one of those physicians who “does” ethics. I teach medical students and residents, write articles, speak at conferences, chair an ethics committee, and informally consult with colleagues on cases where they request advice related to ethical issues in the care of patients. These activities have been a rewarding and challenging part of my practice. There has also been a fair amount of frustration. Unfortunately, (...) both in teaching and patient care, it has been a frequent experience to finish a discussion with physicians only to be told that what I said was nice but had no bearing in the real world. In the words of a medical resident: 'You know, this ethics stuff is really a lot of crap, isn't it?'. (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.

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...

"Dissecting Bioethics," edited by Tuija Takala and Matti Häyry, welcomes contributions on the conceptual and theoretical dimensions of bioethics. The section is dedicated to the idea that words defined by bioethicists and others should not be allowed to imprison people's actual concerns, emotions, and thoughts. Papers that expose the many meanings of a concept, describe the different readings of a moral doctrine, or provide an alternative angle to seemingly self-evident issues are therefore particularly appreciated. The themes covered in the section (...) so far include dignity, naturalness, public interest, community, disability, autonomy, parity of reasoning, symbolic appeals, and toleration. (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)

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)

In the Early Modern era of encyclopedias, the Bible functioned as a tool for managing and organizing the superabundance of information. From Johann Alsted to Johann Scheuchzer, this paper traces the use of the Biblical encyclopedia and the ways that the Bible was deployed to control the data that flooded the world of Early Modern scholarship. In a variety of contexts, the Bible served as a structure for generating meaningful statements from informational noise. In turn, the use of the Bible (...) as a principle of organization would have profound implications for the status of the Bible in Early Modern scholarly culture. (shrink)

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)

have recently provided a compelling demonstration of enhanced attentional control under post-hypnotic suggestion. Using the classic color-word interference paradigm, in which the task is to ignore a word and to name the color in which it is printed (e.g., RED in green, say ''green''), they gave a post-hypnotic instruction to participants that they would be unable to read. This eliminated Stroop interference in high suggestibility participants but did not alter interference in low suggestibility participants. replicated this pattern and further demonstrated (...) that it is not due to a visual strategy (such as blurring or looking at a different location). As a historical footnote, we describe a ''case study'' from 18 years ago in which we observed the same result using a hypnotic instruction to a single highly suggestible individual that he could not read. The elimination of Stroop interference has important implications for both the study of attention and the study of hypnosis. (shrink)

This essay is an attempt to think through some of the problems of idolatry and sacrifice for the early modern period and more generally, for the constitution of religious and political community. In particular, it argues that the altars of the idols condensed two problems: first, the problem of communion, and specifically the Protestant ability to communicate with God; and second, the problem of distinction. At a time when the nature of the religious polity was in question, the analysis of (...) idolatry and sacrifice produced a conceptual structure for understanding, in anthropological fashion, the very constitution of religious and political community. In fact, this essay will suggest, this structure lives on, alive and well, among modern theorists seeking to diagnose the ailments of modernity. (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)

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)

In lieu of an abstract, here is a brief excerpt of the content:Journal of the History of Ideas 67.4 (2006) 561-569 MuseSearchJournalsThis JournalContents[Access article in PDF]Introduction: Thinking about Idols in Early Modern EuropeJonathan Sheehan University of MichiganAbstractThis essay is an introduction to a collection of six articles on early modern debates about idolatry. If the debates started in religion, however, they quickly generated political, philosophical, anthropological, and even scientific corollaries. These may appear to be abstract and theoretical questions, but (...) they produced a complex set of answers with important consequences for many people. To see what was at stake, we need look no further than the New World and its missions. If the most frequently cited texts in the collection of articles are Bartolomé de las Casas and José de Acosta, it is because the New World forced the reality of idolatry onto the wider European stage.When does an image become a god? The early Christian apologist Minucius Felix had an answer. A log "is cut, is hewn, is planed," and is still no god. A stone "is sculptured, and is polished by some abandoned man" and still is no god. A sculpture "is set up, and even yet it is not a god." But, "lo, it is adorned, it is consecrated, it is prayed to—then at length it is a god, when man has chosen it to be so, and for the purpose has dedicated it." 1If only it were that easy. Felix offered just half of the story as David Freedberg has argued. Veneration does not produce that unhealthy power that idols exert over the attentive viewer. Rather, the opposite is true: idols are venerated because they exert this power. All images seem to contain at least traces of it. They draw our eye with ineluctable command, and force themselves on our attention. The image is just a representation, of course. It has been made by humans and can only ever gesture to an absent presence. And yet, images are also effective. Their ability to move us depends on "the possibility of fusion" between image and prototype. The crucifix is always only wood or stone, but its power comes from what might be called, with Freedberg, a "sacred contagion" that penetrates from behind the veil of representation. Indeed, its value as a religious object depends on this [End Page 561] contagion. Worshipers know that those tears shed by the Virgin in anguish at Christ's broken body are, in reality, just paint over mute stone and wood. Nevertheless, they are moved by those specks of material. If not, why have a statue in the first place? "The miraculous object has an effectiveness that proceeds as if the original body were present," Freedberg notes, "but the difficulty lies in cognitively grasping that 'as if.'" 2 Men do not choose to invest images with power over their imaginations and intellects. Even before images are prayed to, before they are consecrated, they already have that power.Whatever one thinks of the phenomenology of images, there is no doubt that this super-human power of idols obsessed many people in the early modern period. An object that had no power to inspire attention and devotion was hardly a threat, after all. The enormous waves of iconoclasm that swept across Europe—Germany in the 1520s, Scotland in the late 1550s, the Netherlands in the 1560s, England in the 1640s—were not directed at decorative tiles, pews, or doorstops. They were directed exactly at those things that made the devout feel the presence of the divine. And no one was quicker to identify these powerful images than the breakers themselves, who, in their extreme acts of rage, confirmed the effects that these supposedly dead bits of wood and stone exerted over them. The man in Ulm in 1534 who defecated into "the mouth of an effigy of Christ" demonstrated his extreme revulsion at what was, in reality, merely a lump of brute material. 3 Perhaps, if asked, he would have insisted that his scatological exuberance was designed to show definitively the impotence of the... (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.

ABSTRACT The Gorgias presents us with a mystery and an enigma: Who was Callicles? And, what was Plato trying to accomplish in this dialogue? While searching for the identity of Callicles, we gain a better understanding of Plato's purpose for this dialogue, which is to use justice as a means for staking out the boundaries of four types of rhetoric. This article argues that Plato uses the Gorgias to reveal the deficiencies of sophistic nomos-centered rhetorics and an unjust sophistic phusis-centered (...) rhetoric, opening the door for a “true” rhetoric that he articulates in the Phaedrus and a universal justice based on virtue that he describes in the Republic. (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)