Resentment, as it is currently understood in the philosophical literature, is individual. That is, it is anger about a moral injury done to oneself. But in some cases, resentment responds to systemic harms and injustices rather than direct moral injuries. The purpose of this paper is to move beyond individualistic conceptions of resentment to develop an account of collective resentment that better captures the character and effects of the emotion in these cases. I use the example of indigenous and settler (...) Canadians’ reciprocal resentments in response to the Indian Residential Schools and continuing political disagreements as an example of a context in which understanding collective resentment is important. (shrink)

This paper defends an account of moral shock as an emotional response to intensely bewildering events that are also of moral significance. This theory stands in contrast to the common view that shock is a form of intense surprise. On the standard model of surprise, surprise is an emotional response to events that violated one's expectations. But I show that we can be morally shocked by events that confirm our expectations. What makes an event shocking is not that it violated (...) one's expectations, but that the content of the event is intensely bewildering. What causes moral shock is, I argue, our lack of emotional preparedness for the event. And I show that, despite the relative lack of attention to shock in the philosophical literature, the emotion is significant to moral, social, and political life. (shrink)

Since Case and Deaton (2015) coined the term ‘deaths of despair,’ there has been significant empirical work and public interest in the topic. Yet social scientists studying this topic lament the absence of a clear theory of despair. Philosophical inquiry into the nature and value of hope has begun to fill this gap, with despair often cited as the opposite of hope. The assumption that hope and despair are opposites has helped to motivate two central tasks in the literature: how (...) a theory of hope can make sense of the difference between hope and despair, and how hope might prevent people from falling into despair. Yet the focus of inquiry has been principally on hope. This paper builds on the existing literature to offer a theory of despair. We argue that despair is a mode of sadness whereby one experiences the loss of reasons to take seriously that which one desires. Our account of despair captures a set of desiderata that any theory of despair should explain, and it offers useful conceptual resources to social scientists studying deaths of despair. (shrink)

This article defends an account of collective hope that arises through solidarity in the pursuit of justice. I begin by reviewing recent literature on the nature of hope. I then explore the relationship between hope and solidarity to demonstrate the ways in which solidarity can give rise to hope. I suggest that the hope born of solidarity is collective when it is shared by at least some others, when it is caused or strengthened by activity in a collective action setting, (...) and when the reciprocal hopeful expressions of individual group members result in an emotional atmosphere of hope that extends across the group. In the context of social movements, collective hope emerges alongside the collective intentions and actions of the solidarity group; namely, in the pursuit of a form of social justice that inspires the movement. I then suggest that the object of collective hope born of solidarity is the guiding ideal of justice and reflect on what it might mean to hope well for justice. (shrink)

Philosophers have started to theorize the concept of ‘affective injustice’ to make sense of certain ways in which people’s affective lives are significantly marked by injustice. This new research has offered important insights into people’s lived experiences under oppression. But it is not immediately clear how the concept ‘affective injustice’ picks out something different from the closely related phenomenon of ‘psychological oppression.’ This paper considers the question of why we might need new theories of affective injustice in light of the (...) well-established cross-disciplinary literature on psychological oppression. I suggest that, whereas psychological oppression is found in the hearts and minds of people who are oppressed, affective injustice is most fruitfully understood as a structural phenomenon. It operates primarily outside of us: in affective norms, practices, and relationships that are embedded in social conditions of injustice. The account I offer is tentative and incomplete. But my hope is that it will help show how theorizing affective injustice has the potential to enrich existing theories of justice and theories of psychological oppression. (shrink)

As ever more advanced digital systems are created, it becomes increasingly likely that some of these systems will be digital minds, i.e. digital subjects of experience. With digital minds comes the risk of digital suffering. The problem of digital suffering is that of mitigating this risk. We argue that the problem of digital suffering is a high stakes moral problem and that formidable epistemic obstacles stand in the way of solving it. We then propose a strategy for solving it: Access (...) Monitor Prevent (AMP). AMP uses a ‘dancing qualia’ argument to link the functional states of certain digital systems to their experiences—this yields epistemic access to digital minds. With that access, we can prevent digital suffering by only creating advanced digital systems that we have such access to, monitoring their functional profiles, and preventing them from entering states with functional markers of suffering. After introducing and motivating AMP, we confront limitations it faces and identify some options for overcoming them. We argue that AMP fits especially well with—and so provides a moral reason to prioritize—one approach to creating such systems: whole brain emulation. We also contend that taking other paths to digital minds would be morally risky. (shrink)

Uniqueness appears to enhance intrinsic value. A unique stamp sells for millions of dollars; Stradivarius violins are all the more precious because they are unlike any others. This observation has not gone overlooked in the value theory literature: uniqueness plays a starring role recalibrating the dominant Moorean understanding of the nature of intrinsic value. But the thesis that uniqueness enhances intrinsic value is in tension with another deeply plausible and widely held thesis, namely the thesis that there is a pro (...) tanto reason to promote the good. It is argued that there is a second, distinct type of uniqueness that plays a more interesting and important axiological role: uniqueness imparts irreplaceable value. This gives occasion to develop the surprisingly undertheorized notion of irreplaceable value. (shrink)

This paper addresses the question of what the attitude of hope consists in. We argue that shortcomings in recent theories of hope have methodological roots in that they proceed with little regard for the rich body of literature on the emotions. Taking insights from work in the philosophy of emotions, we argue that hope involves a kind of normative perception. We then develop a strategy for determining the content of this perception, arguing that hope is a perception of practical reasons. (...) Our proposal stands in contrast with familiar views on which hope is fundamentally about the good. We conclude by considering the increasingly popular idea that some hopes are non-intentional and thus, by implication, non-perceptual. We reply by arguing that our perceptual theory plausibly generalizes to these instances of hope. (shrink)

We suggest that the emerging field of the conservation humanities can play a valuable role in biodiversity protection in Papua New Guinea (PNG), where most land remains under collective customary clan ownership. As a first step to mobilising this scholarly field in PNG and to support capacity development for PNG humanities academics, we conducted a landscape review of PNG humanities teaching and research relating to biodiversity conservation and customary land rights. We conducted a systematic literature review, a PNG teaching programme (...) review, and a series of online workshops between the authors (10 PNG-based, 7 UK-based). We found a small but notable amount of PNG research and teaching focused on biodiversity conservation or customary land rights. This included explicit discussion of these topics in 8 of 156 PNG-authored humanities texts published 2010-2020 and related teaching content in the curricula of several different humanities-based programmes. We discuss current barriers to PNG academic development. The growth of fully fledged in-country conservation humanities will require a joint collaborative effort by PNG researchers, who are best placed to carry out such work, and researchers from abroad who can access resources to support the process. (shrink)

If the Mona Lisa, the Sistine Chapel, the sarcophagus of Tutankhamun, or the Sword of Goujian were destroyed, nothing could replace them. New works of art that are even more impressive may be created, which may replenish the value in the world in quantity, but they would not fully replace the loss. Works of art and historical artifacts have irreplaceable value. But just what is irreplaceable value? This paper presents perhaps the first analysis. Irreplaceable value is a matter of intrinsic (...) value in virtue of unreinstantiable good-making properties, which give rise to reasons to preserve and protect. (shrink)

Some physical theories predict that almost all brains in the universe are Boltzmann brains, i.e. short-lived disembodied brains that are accidentally assembled as a result of thermodynamic or quantum fluctuations. Physicists and philosophers of physics widely regard this proliferation as unacceptable, and so take its prediction as a basis for rejecting these theories. But the putatively unacceptable consequences of this prediction follow only given certain philosophical assumptions. This paper develops a strategy for shielding physical theorizing from the threat of Boltzmann (...) brains. The strategy appeals to a form of phenomenal externalism about the physical basis of consciousness. Given that form of phenomenal externalism, the proliferation of Boltzmann brains turns out to be benign. While the strategy faces a psychophysical fine-tuning problem, it both alleviates cosmological fine-tuning concerns that attend physics-based solutions to Boltzmann brain problems and pays explanatory dividends in connection with time’s arrow. (shrink)

Background: Use of patients’ medical data for secondary purposes such as health research, audit, and service planning is well established in the UK. However, the governance environment, as well as public understanding about this work, have lagged behind. We aimed to systematically review the literature on UK and Irish public views of patient data used in research, critically analysing such views though an established biomedical ethics framework, to draw out potential strategies for future good practice guidance and inform ethical and (...) privacy debates. Methods: We searched three databases using terms such as patient, public, opinion, and electronic health records. Empirical studies were eligible for inclusion if they surveyed healthcare users, patients or the public in UK and Ireland and examined attitudes, opinions or beliefs about the use of patient data for medical research. Results were synthesised into broad themes using a framework analysis. Results: Out of 13,492 papers and reports screened, 20 papers or reports were eligible. While there was a widespread willingness to share patient data for research for the common good, this very rarely led to unqualified support. The public expressed two generalised concerns about the potential risks to their privacy. The first of these concerns related to a party’s competence in keeping data secure, while the second was associated with the motivation a party might have to use the data. Conclusions: The public evaluates trustworthiness of research organisations by assessing their competence in data-handling and motivation for accessing the data. Public attitudes around data-sharing exemplified several principles which are also widely accepted in biomedical ethics. This provides a framework for understanding public attitudes, which should be considered in the development in any guidance for regulators and data custodians. We propose four salient questions which decision makers should address when evaluating proposals for the secondary use of data. (shrink)

This chapter considers the possibility and ethics of collective forgiveness. I begin by distinguishing between different forms of forgiveness to illustrate what it might look like for a collective to forgive that is distinct from the individual and group-based forgiveness of its members. I then consider how emotional models of forgiveness might capture the phenomenon of collective forgiveness. I argue that shortcomings with emotional models suggest that performative and social practice models of forgiveness more plausibly extend to collective forgiveness. I (...) close by exploring a range of moral questions and objections to practices of collective forgiveness. (shrink)

In this article I argue that we should be prudentially and morally biased toward earlier events: other things equal, we should prefer for good events to occur earlier and disprefer for bad events to occur earlier. The argument contends that we should accord at least some credence—if only a small one—to a theoretical package featuring the growing block theory of time and that this package generates a presumptive bias toward earlier events. Rival theoretical packages are considered. Under reasonable allocations of (...) credence to them, the presumptive bias escapes defeat. The argument has several corollaries: other things equal, we should be biased toward the past over the future, the further past over the nearer past, and the nearer future over the further future. (shrink)

In Achievement, I suggest that failures can be just as good as achievements. Achievements are valuable because of their effort and competence, and some failures have these features too, and are therefore valuable for the same reasons. While that may be true, surely it’s also true that failures are, or can be, genuinely bad – not merely a privation of the good of achievement, but themselves intrinsically bad. As is the case for many bads, it is surprisingly difficult to give (...) an account that is not merely privative: viewed one way, a failure is simply a privation of attaining an end. This challenge is compounded by perfectionist theory of value, which may yield the most plausible account of achievement, but traditionally only offers an account of bads as privative. In this paper, I develop an account of failure as a robust bad by appealing to contrastive ends and the framework of tripartite perfectionism. (shrink)

Are Confucian and Buddhist ethical views closer to Kantian, Consequentialist, or Virtue Ethical ones? And how can such comparisons shed light on the unique aspects of Confucian and Buddhist views? This essay (i) provides a historically grounded framework for distinguishing western views, (ii) identifies a series of questions that we can ask in order to clarify the philosophic accounts of ethical motivation embedded in the Buddhist and Confucian traditions, and (iii) then critiques Lee Ming-huei’s claim that Confucianism is closer to (...) Kantianism than virtue ethics and Charles Goodman’s claim that Buddhism is closer to Consequentialism than virtue ethics. (shrink)

Dualism holds that experiences and physical states are distinct in that neither sort of state is identical with or grounded in the other. Cognitive phenomenal realism holds that cognitive experiences are irreducible to sensory experiences. While dualism and cognitive phenomenal realism are logically orthogonal and usually discussed separately, I argue that dualism’s plausibility is sensitive to whether cognitive phenomenal realism is true. In particular, I argue that if cognitive phenomenal realism is true, then it bolsters the case for dualism via (...) a cognitive knowledge argument that has several advantages over the standard sensory knowledge argument. (shrink)

After distinguishing three conceptions of virtue and its impact on ordinary attachments to external goods such as social status, power, friends, and wealth, this paper argues that the Confucian Analects is most charitably interpreted as endorsing the wholehearted internalization conception, on which virtue reforms but does not completely extinguish ordinary attachments to external goods. I begin by building on Amy Olberding’s attack on the extinguishing attachments conception, but go on to criticize her alternative, resolute sacrifice conception, on which the virtuous (...) retain their ordinary attachments to external goods but are able to master them and willingly settle for virtue. I argue that we should reject this view because, unlike the wholehearted internalization conception, it cannot capture the facts that virtue silences or attenuates attachment to viciously obtained external goods and that virtue grounds positive emotional and cognitive self-assessments that are incompatible with some ordinary attachments to external goods. (shrink)

This article discusses the vice of self-centeredness, argues that it inhibits our ability to treat humanity as an end in itself, and that Kantian moral theory cannot account for this fact. After in this way arguing that Kantian theory fails to provide a fully adequate account of agents who live up to the formula of humanity, I discuss Buddhist resources for developing a better account.

This paper concerns the central virtue ethical thesis that the ethical quality of an agent's actions is a function of her dispositional character. Skeptics have rightly urged us to distinguish between an agent's particular intentions or occurrant motives and dispositional facts about her character, but they falsely contend that if we are attentive to this distinction, then we will see that the virtue ethical thesis is false. In this paper I present a new interpretation and defense of the virtue ethical (...) thesis and show how to rebuff the skeptical attacks advanced by Thomas Hurka, Julia Markovits, and Roger Crisp. The key, I contend, is for virtue ethicists to adopt an embodied value conception of character instead of the aretaic trait conception suggested by Aristotle. (shrink)

This paper defends a new, role-differentiated account of the virtues of compassion. My main thesis is that in order to understand compassion’s value and advance debate about its ethical importance we need to recognize that the virtue of compassion involves substantively different dispositions and attitudes in different spheres of life – for example in our personal, professional, and civic lives. In each sphere, compassion is an apt and distinctive form of good-willed responsiveness to the value of living beings and their (...) characteristic struggles to live good lives, but the relevant forms of good-willed responsiveness vary because in different contexts there are different types of living beings involved and different relations between the compassionate person and the being to whom she is compassionate. My specific focus is on compassion in human relations; I argue that, in different role and relationship contexts, the virtues of compassion involve different forms of good-willed responsiveness to human struggles to live well. In developing my account I critically engage with the emotion-focused accounts defended by Martha Nussbaum and Roger Crisp and explain how my more plausible account can shed light on the nature and value of compassion for oneself. (shrink)

This is a presentation on Charles Sanders Peirce's pragmatic philosophy, and the ay that it functions in his conception of epistemology.

Our universe features a harmonious match between laws and states: applying its laws to its states generates other states. This is a striking fact. Matters might have been otherwise. The universe might have been stillborn in a state unengaged by its laws. The problem of nomological harmony is that of explaining the noted striking fact. After introducing and developing this problem, we canvass candidate solutions and identify some of their virtues and vices. Candidate solutions invoke the likes of a designer, (...) axiarchic meta-laws, multiverses, essential causal powers, and Humean laws. (shrink)

Building on work by Steve Darwall, I argue that standard virtue ethical accounts of moral motivation are defective because they don't include accounts of social morality. I then propose a virtue ethical account of social morality, and respond to one of Darwall's core objections to the coherence of any such (non-Kantian) account.

Do university ethics classes influence students’ real-world moral choices? We aimed to conduct the first controlled study of the effects of ordinary philosophical ethics classes on real-world moral choices, using non-self-report, non-laboratory behavior as the dependent measure. We assigned 1332 students in four large philosophy classes to either an experimental group on the ethics of eating meat or a control group on the ethics of charitable giving. Students in each group read a philosophy article on their assigned topic and optionally (...) viewed a related video, then met with teaching assistants for 50-minute group discussion sections. They expressed their opinions about meat ethics and charitable giving in a follow-up questionnaire (1032 respondents after exclusions). We obtained 13,642 food purchase receipts from campus restaurants for 495 of the students, before and after the intervention. Purchase of meat products declined in the experimental group (52% of purchases of at least $4.99 contained meat before the intervention, compared to 45% after) but remained the same in the control group (52% both before and after). Ethical opinion also differed, with 43% of students in the experimental group agreeing that eating the meat of factory farmed animals is unethical compared to 29% in the control group. We also attempted to measure food choice using vouchers, but voucher redemption rates were low and no effect was statistically detectable. It remains unclear what aspect of instruction influenced behavior. (shrink)

Adding to growing debate about the role of rebirth in Buddhist ethics, Dale S. Wright has recently advocated distinguishing and distancing the concept of karma from that of rebirth. In this paper, I evaluate Wright’s arguments in the light of Immanuel Kant’s views about supernatural beliefs. Although Kant is a paradigmatic Enlightenment critic of metaphysical speculation and traditional dogmas, he also offers thought-provoking practical arguments in favor of adopting supernatural (theistic) beliefs. In the light of Kant’s views, I argue we (...) can assuage most of Wright’s worries about the traditional concept of rebirth and better identify the outstanding philosophic questions on which the debate between traditionalists and reformers rests. I conclude by expressing doubts about whether the karma controversy can be settled at a general level; I argue that it can be adequately discussed and resolved only within particular Buddhist traditions. (shrink)

A morally acceptable course of AI development should avoid two dangers: creating unaligned AI systems that pose a threat to humanity and mistreating AI systems that merit moral consideration in their own right. This paper argues these two dangers interact and that if we create AI systems that merit moral consideration, simultaneously avoiding both of these dangers would be extremely challenging. While our argument is straightforward and supported by a wide range of pretheoretical moral judgments, it has far-reaching moral implications (...) for AI development. Although the most obvious way to avoid the tension between alignment and ethical treatment would be to avoid creating AI systems that merit moral consideration, this option may be unrealistic and is perhaps fleeting. So, we conclude by offering some suggestions for other ways of mitigating mistreatment risks associated with alignment. (shrink)

KEY POINTS In Canada, commercial data brokers collect deidentified patient data from pharmacies, private drug insurers, the federal government and medical clinics without patient consent. Although pharmaceutical companies are the data brokers’ primary customers, academics and nonprofit and public entities also use commercial data sets, given the absence of a coordinated public approach to collecting these data across Canada. Risks of commercialized patient data include loss of anonymity, surveillance and marketing, discrimination and violation of Indigenous data sovereignty. Coordinated infrastructure for (...) the collection and coordination of health data across Canada and updated privacy legislation would protect individuals and communities and enable appropriate data uses. (shrink)

According to James Griffin human rights should be grounded in an account of human dignity, based on “normative agency” – the human capacity to choose and pursue a conception of a worthwhile life. In this paper we take up Griffin’s insight that key legitimate human rights are designed to respect and protect this basic capacity, but reject his assumption that normative agency should always and everywhere be understood in a Western way. We argue that “normative agency” is an indeterminate concept (...) that can be differently understood in different cultural contexts and that thinking about human rights in East Asia should be guided by a Griffin-style approach coupled with an account of normative agency with East Asian characteristics. In developing this idea, we contrast our account with recent, moralized conceptions of Confucian dignity and respond to Griffin’s tacit worries about how to concretely implement views like ours in institutional practice. (shrink)

Summary of Nussbaum's book. Raises worries about the political neutrality of her psychoanalytic assumptions and about whether her compassion promoting policies can adequately mitigate problems like racism, selfishness, and partiality.

Morality is intrapersonally permissive: cases abound in which an agent has more than one morally permitted option. In contrast, there is a dearth of cases in which an agent has more than one epistemically permitted response to her evidence. Given the structural parallels between morality and epistemology, why do sources of moral permissiveness fail to have parallel permissive effects in the epistemic domain? This asymmetry between morality and epistemology cries out for explanation. The paper's task is to offer an answer (...) to that call. We explain the asymmetry by tracing moral permissiveness to two factors to which rationality is morally but not epistemically sensitive. (shrink)

This book is a methodological guide for the emerging, interdisciplinary science of virtue traits and their value. The authors situate this emerging empirical field in the history of psychology, critically survey existing work, defend the scientific validity of virtue science, and develop a general model that can guide, unify, and catalyze future research. In addition, chapters discuss how philosophy and philosophers can contribute to empirical inquiry and how a mature science of virtue could inform moral philosophy. The book is co-authored (...) by two psychologists and a philosopher who pursued joint empirical work on fairness and then began to discuss larger methodological issues raised by that collaboration. -/- o Expected publication date: January 31, 2024 o Paperback ISBN: 1108747981. (shrink)

Although fairness is a key moral trait, limited research focuses on participants' observed fairness behavior because moral traits are generally measured through self-report. This experiment focused on day-to-day interpersonal fairness rather than impersonal justice, and fairness was assessed as observed behavior. The experiment investigated whether a self-reported fairness trait would moderate a situational influence on observed fairness behavior, such that individuals with a stronger fairness trait would be less affected by a situational influence than those with a weaker fairness trait. (...) We used an iterated resource game in which participants could withdraw resources as they chose, and we manipulated the number of resources bogus players withdrew. The number of resources participants withdrew was the behavioral measure of fairness. Results confirmed the expected moderation of the unfairness manipulation by a fairness trait on observed behavior. Those reporting a stronger fairness trait were unaffected by the manipulation, whereas those reporting a weaker fairness trait were more strongly influenced. (shrink)

Andy Clark once remarked that we make the world smart so we don’t have to be (Clark, 1997). What he meant was that human beings (along with many other animals) alter and transform their environments in order to accomplish certain tasks that would prove difficult (or indeed impossible) without such transformations. This remarkable insight goes a long way towards explaining many aspects of human culture, ranging from linguistic notational systems to how we structure our cities. It also provides the basis (...) for Mark Rowlands’ thought-provoking and insightful book, The New Science of the Mind. (shrink)

Gwen Bradford has plausibly argued that one attains achievement only if one does something one finds difficult. It is also plausible that one must attain achievement to be worthy of “agential” praise, praise that is appropriately directed to someone on the basis of things that redound to their credit. These claims pose a challenge to classical theists who direct agential praise to God, since classical theism arguably entails that none of God’s actions are difficult for God. I consider responses (...) to this challenge and commend a view accord- ing to which God’s loving character is not necessitated by God’s nature but is a contingent and difficult achievement. I argue that this view can still satisfy the explanatory ambitions of natural theology. (shrink)

Bradford Hill (1965) highlighted nine aspects of the complex evidential situation a medical researcher faces when determining whether a causal relation exists between a disease and various conditions associated with it. These aspects are widely cited in the literature on epidemiological inference as justifying an inference to a causal claim, but the epistemological basis of the Hill aspects is not understood. We offer an explanatory coherentist interpretation, explicated by Thagard's ECHO model of explanatory coherence. The ECHO model captures the (...) complexity of epidemiological inference and provides a tractable model for inferring disease causation. We apply this model to three cases: the inference of a causal connection between the Zika virus and birth defects, the classic inference that smoking causes cancer, and John Snow’s inference about the cause of cholera. (shrink)

There are two aims of this paper: (1) to explore the affective dimensions of moral shock and how it relates to normative marginalization of those furthest from dominant society, but also, more specifically; (2) to articulate the trans experience of constantly being under moral attack because the dominant “world” normatively defines you out of existence. Toward these ends, I build on Katie Stockdale’s recent work on moral shock, arguing that moral shock needs to be contextualized to “worlds” of sense (...) to understand how marginalized people affectively experience shocking events. My focus is the trans experience of moral shock due to the way trans people are positioned outside of dominant society, creating the conditions to experience cyclical, chronic shock. These affective conditions point to a collective responsibility to ease the affective stress that the most marginalized experience. (shrink)

This paper develops and defends an anger-based account of bitterness. In particular, it argues that contrary to what some scholars have maintained, an adequate account of bitterness does not require the concept of hope. That is, bitterness is neither disappointed hope (McFall) nor hopeless anger (Stockdale). Instead, it proposes that bitterness is better understood as unresolved anger, an emotion experienced when a lack of resolution to our violated moral expectations forces us to swallow our anger. Construing the emotion this (...) way not only accurately captures instances of bitterness, but is also more explanatorily adequate than competing accounts. (shrink)

The epidemiologist Bradford Hill famously argued that in epidemiology, specificity of association (roughly, the fact that an environmental or behavioral risk factor is associated with just one or at most a few medical outcomes) is strong evidence of causation. Prominent epidemiologists have dismissed Hill’s claim on the ground that it relies on a dubious `one-cause one effect’ model of disease causation. The paper examines this methodological controversy, and argues that specificity considerations do have a useful role to play in (...) causal inference in epidemiology. More precisely, I argue that specificity considerations help solve a pervasive inferential problem in contemporary epidemiology: the problem of determining whether an exposure-outcome correlation might be due to confounding by a social factor. This examination of specificity has interesting consequences for our understanding of the methodology of epidemiology. It highlights how the methodology of epidemiology relies on local tools designed to address specific inference problems peculiar to the discipline, and shows that observational causal inference in epidemiology can proceed with little prior knowledge of the causal structure of the phenomenon investigated. I also argue that specificity of association cannot (despite claims to the contrary) be entirely explained in terms of Woodward’s well-known concept of “one-to-one” causal specificity. This is because specificity as understood by epidemiologists depends on whether an exposure (or outcome) is associated with a `heterogeneous’ set of variables. This dimension of heterogeneity is not captured in Woodward’s notion, but is crucial for understanding the evidential import of specificity of association. (shrink)