In recent years, the ethical impact of AI has been increasingly scrutinized, with public scandals emerging over biased outcomes, lack of transparency, and the misuse of data. This has led to a growing mistrust of AI and increased calls for mandated ethical audits of algorithms. Current proposals for ethical assessment of algorithms are either too high level to be put into practice without further guidance, or they focus on very specific and technical notions of fairness or transparency that do not (...) consider multiple stakeholders or the broader social context. In this article, we present an auditing framework to guide the ethical assessment of an algorithm. The audit instrument itself is comprised of three elements: a list of possible interests of stakeholders affected by the algorithm, an assessment of metrics that describe key ethically salient features of the algorithm, and a relevancy matrix that connects the assessed metrics to stakeholder interests. The proposed audit instrument yields an ethical evaluation of an algorithm that could be used by regulators and others interested in doing due diligence, while paying careful attention to the complex societal context within which the algorithm is deployed. (shrink)

Important features of the self-concept can be located outside of the individual and inside close or related others. The authors use this insight to reinterpret data previously said to support the empathy-altruism model of helping, which asserts that empathic concern for another results in selflessness and true altruism. That is, they argue that the conditions that lead to empathic concern also lead to a greater sense of self-other overlap, raising the possibility that helping under these conditions is not selfless but (...) is also directed toward the self. In 3 studies, the impact of empathic concern on willingness to help was eliminated when oneness--a measure of perceived self-other overlap--was considered. Path analyses revealed further that empathic concern increased helping only through its relation to perceived oneness, thereby throwing the empathy-altruism model into question. The authors suggest that empathic concern affects helping primarily as an emotional signal of oneness. (shrink)

Over the past several decades, medical ethics has gained a solid foothold in medical education and is now a required course in most medical schools. Although the field of medical ethics is by nature eclectic, moral philosophy has played a dominant role in defining both the content of what is taught and the methodology for reasoning about ethical dilemmas. Most educators largely rely on the case‐based method for teaching ethics, grounding the ethical reasoning in an amalgam of theories drawn from (...) moral philosophy, including consequentialism, deontology, and principlism.In this article we hope to make a case for augmenting the focus of education in medical ethics. We propose complementing the traditional approach to medical ethics with a more embedded approach, one that has been described by others as “microethics,” the ethics of everyday clinical practice. (shrink)

It is very much connected to the social psychology of experience. This book is written for advanced undergraduate, masters and doctoral students in social psychology.

In this paper, we distinguish between different sorts of assessments of algorithmic systems, describe our process of assessing such systems for ethical risk, and share some key challenges and lessons for future algorithm assessments and audits. Given the distinctive nature and function of a third-party audit, and the uncertain and shifting regulatory landscape, we suggest that second-party assessments are currently the primary mechanisms for analyzing the social impacts of systems that incorporate artificial intelligence. We then discuss two kinds of as-sessments: (...) an ethical risk assessment and a narrower, technical algo-rithmic bias assessment. We explain how the two assessments depend on each other, highlight the importance of situating the algorithm within its particular socio-technical context, and discuss a number of lessons and challenges for algorithm assessments and, potentially, for algorithm audits. The discussion builds on our team’s experience of advising and conducting ethical risk assessments for clients across dif-ferent industries in the last four years. Our main goal is to reflect on the key factors that are potentially ethically relevant in the use of algo-rithms, and draw lessons for the nascent algorithm assessment and audit industry, in the hope of helping all parties minimize the risk of harm from their use. (shrink)

End-of-life decision making is fraught with ethical challenges. Withholding or withdrawing life support therapy is widely considered ethical in patients with high treatment burden, poor premorbid status, or significant projected disability even when such treatment is not “futile.” Whether such withdrawal of therapy in the aftermath of attempted suicide is ethical is not well established in the literature. We provide a clinical vignette and propose criteria under which such withdrawal would be ethical. We suggest that it is appropriate to withdraw (...) life support, regardless of the cause of the critical illness or disability, when the following criteria are met: Surrogates request withdrawal of care and the adequacy of surrogates is confirmed, an external reasonability standard is met, passage of time, perhaps 72 hours, to allow certainty regarding the patient's wishes, and psychiatric morbidity should be considered as grounds for withdrawal only in truly treatment-refractory cases. Fundamentally, we believe the question to ask is, “If this were not an attempted suicide, would a request to withdraw care be reasonable?” We believe that under these circumstances, such withdrawal of life support, even in an individual who has attempted suicide, does not constitute physician assistance with suicide and is distinct from physician aid-in-dying in several important respects. (shrink)

This new book proposes a way out of the crisis by letting go of the idea that psychology needs ‘new’ foundations or a new identity, whether biological, discursive, or cognitive. The psychological is not narrowly confined to any one aspect of human experience; it is quite literally ‘everywhere’. Drawing on a range of influential thinkers including Michel Serres, Michel Foucault, AN Whitehead, and Gilles Deleuze, the book proposes a strong process-oriented approach to the psychological, which studies ‘events’ or ‘occasions.’.

End-of-life decision making is fraught with ethical challenges. Withholding or withdrawing life support therapy is widely considered ethical in patients with high treatment burden, poor premorbid status, or significant projected disability even when such treatment is not ?futile.? Whether such withdrawal of therapy in the aftermath of attempted suicide is ethical is not well established in the literature. We provide a clinical vignette and propose criteria under which such withdrawal would be ethical. We suggest that it is appropriate to withdraw (...) life support, regardless of the cause of the critical illness or disability, when the following criteria are met: (1) Surrogates request withdrawal of care and the adequacy of surrogates is confirmed, (2) an external reasonability standard is met, (3) passage of time, perhaps 72 hours, to allow certainty regarding the patient's wishes, and (4) psychiatric morbidity should be considered as grounds for withdrawal only in truly treatment-refractory cases. Fundamentally, we believe the question to ask is, ?If this were not an attempted suicide, would a request to withdraw care be reasonable?? We believe that under these circumstances, such withdrawal of life support, even in an individual who has attempted suicide, does not constitute physician assistance with suicide and is distinct from physician aid-in-dying in several important respects. (shrink)

An increasing number of regulations propose the notion of ‘AI audits’ as an enforcement mechanism for achieving transparency and accountability for artificial intelligence (AI) systems. Despite some converging norms around various forms of AI auditing, auditing for the purpose of compliance and assurance currently have little to no agreed upon practices, procedures, taxonomies, and standards. We propose the ‘criterion audit’ as an operationalizable compliance and assurance external audit framework. We model elements of this approach after financial auditing practices, and argue (...) that AI audits should similarly provide assurance to their stakeholders about AI organizations’ ability to govern their algorithms in ways that mitigate harms and uphold human values. We discuss the necessary conditions for the criterion audit, and provide a procedural blueprint for performing an audit engagement in practice. We illustrate how this framework can be adapted to current regulations by deriving the criteria on which ‘bias audits’ for hiring algorithms can be performed, as required by the recently effective New York City Local Law 144 of 2021. We conclude by offering critical discussion on the benefits, inherent limitations, and implementation challenges of applying practices of the more mature financial auditing industry to AI auditing where robust guardrails against quality assurance issues are only starting to emerge. Our discussion as informed by experiences in performing these audits in practice highlights the critical role that an audit ecosystem plays in ensuring the effectiveness of such methodology. (shrink)

Some people object to realism about universals because they think that instantiation, the connection between something and the universals that characterize it, is too mysterious. Baxter and Armstrong try to make instantiation less mysterious by taking it to be a kind of partial identity. However, I argue that their accounts of instantiation, and any similar ones, fail.

Our thinking often uses rich memories of particular past events. Yet frequently we would do better to use other forms of memory. I show that existing accounts of the function of episodic memory cannot account for such cases, then develop an account which can. Roughly: rich representations of particular past events are required for Unrestricted Learning, learning which is not limited in how much of the world’s complexity it can capture; and episodic memory’s selection for Unrestricted Learning could explain its (...) ubiquitous (and often inappropriate) use for other tasks. This proposal suggests many avenues for further empirical and computational research. (shrink)

In March of 2012, following a robust activist campaign, Arysta LifeScience withdrew the soil fumigant methyl iodide from the US market, just a little over a year after it had finally been registered for use in California. As a major part of the campaign against registration of the chemical, over 53,000 people, ostensibly acting as citizens rather than consumers, wrote public comments contesting the use of the chemical for its high toxicity. Although these comments had marginal impact on the outcome (...) of the case, these comments are of interest for what they say about public action at a time when efforts to address food and agricultural issues have been dominated by “voting with your fork.” Based on a qualitative textual analysis of approximately 3500 representative comments made available to us, we show that many of those taking action did not abandon consumer subjectivities associated with neoliberal governmentality. By threatening “personal boycotts,” some were acting in their capacity as individual consumers; in invoking their own and their children’s health many more were also acting on behalf of consumers, despite that the chemical in question is applied before strawberries are planted and thus leaves no residues. The emphasis that letter writers gave to their own bodies reinforces the idea that some bodies count more than others and thus reveals a biopolitical sorting. Having consumer lives matter is consequential in light of evidence that consumer concern about pesticides has historically led to formulations and regulations more protective of consumers than workers and neighbors. (shrink)

The issue of meaningful yet unexpressed background - to language, to our experiences of the body - is one whose exploration is still in its infancy. There are various aspects of "invisible," implicit, or background experiences which have been investigated from the viewpoints of phenomenology, cognitive psychology, and linguistics. I will claim that James, as explicated by Gurwitsch and others, has analyzed the phenomenon of fringes in such a way as to provide a structural framework from which to investigate and (...) better understand those ideas or concepts that are unexpressed, particularly those experienced in the sense of being sought-after. I will consider Johnson?s conception of the image -schematic gestalt as a way of bridging the descriptive gap between phenomenology and cognitive psychology. Starting from an analysis of the fringes, I will turn to a consideration of the of tip-of-tongue state, as a kind of feeling-of-knowing state, from a variety of approaches, focusing mainly on cognitive psychology and phenomenology. I will then integrate a phenomenological analysis of these experiences, from the James/Gurwitsch structural viewpoint, with a cognitive/ phenomenological analysis in terms of ISGs; and further integrate that with a cognitive/functional analysis of consciousness. I will employ this synthesis of three viewpoints to explore the thesis that the TOT state and similar experiences may relate to the gestalt nature of schemas as well as to particular cues, and may thus be experienced as an aspect of the continuum to the general background to all our conscious experiences. (shrink)

Opposition within the organic agriculture community to a state regulatory initiative intended to close a loophole on the prohibition of stoop labor in California agriculture illuminates critical tensions around the “labor question” underpinning California's rapidly expanding organic sector. Through an exploration of the contradictions between the political economic realities of organic agriculture, the lived realities of farm workers, and the ideological framework of “agricultural exceptionalism” espoused in the organic community, this article challenges widely held assumptions that organic agriculture embodies a (...) more socially sustainable form of production. We conclude that these tensions must be confronted if any progress is to be made toward the incorporation of social justice into definitions of agro-food system sustainability. (shrink)

Glowacki offers many new directions for understanding and even eliminating the problem of war, especially creating positive interdependencies with out-group members. We develop Glowacki's intriguing proposition that in-group dynamics provide a route to peace by describing a prosocial motivational system, the caregiving system, that aligns individual interests and eliminates the need to use coercion to achieve mutually beneficial outcomes.

End-of-life decision making is fraught with ethical challenges. Withholding or withdrawing life support therapy is widely considered ethical in patients with high treatment burden, poor premorbid status, or significant projected disability even when such treatment is not “futile.” Whether such withdrawal of therapy in the aftermath of attempted suicide is ethical is not well established in the literature. We provide a clinical vignette and propose criteria under which such withdrawal would be ethical. We suggest that it is appropriate to withdraw (...) life support, regardless of the cause of the critical illness or disability, when the following criteria are met: Surrogates request withdrawal of care and the adequacy of surrogates is confirmed, an external reasonability standard is met, passage of time, perhaps 72 hours, to allow certainty regarding the patient's wishes, and psychiatric morbidity should be considered as grounds for withdrawal only in truly treatment-refractory cases. Fundamentally, we believe the question to ask is, “If this were not an attempted suicide, would a request to withdraw care be reasonable?” We believe that under these circumstances, such withdrawal of life support, even in an individual who has attempted suicide, does not constitute physician assistance with suicide and is distinct from physician aid-in-dying in several important respects. (shrink)

The purpose of this paper is to introduce and define self psychology and its concepts so that they can be applied toward a new understanding of the human-nonhuman animal bond. The paper utilizes selected literature from both self psychology and the human-animal bond fields. The paper contains four primary conclusions: 1. Self psychology provides a unique model for understanding the depth and meaning of human-animal relationships; 2. Companion animals and humans can be equally important in their selfobject roles; 3. Self (...) psychology can offer a model for understanding individual differences in attachment to companion animals; and 4. A future direction includes finding ways to assess self psychology constructs in order to measure the depth and function of the selfobject relationship. (shrink)

Over the last few years, policies have been introduced in the UK that identify and treat patients as potential organ donors before death. Patients incapacitated due to catastrophic brain injury may now undergo intensive ante-mortem interventions to improve the chances of successfully transplanting their organs into third parties after death. The most significant ethical and legal problem with these policies is that they are not based on the individual’s specific wishes in the circumstances. Policy-makers appear reluctant to inform potential registrants (...) on the Organ Donor Register about ante-mortem donor optimisation procedures and to provide an opportunity to record specific wishes in advance. They are reliant on blind trust in the organ donation programme, which as I argue in this paper, presents significant risks for the achievement of its aim of securing an adequate supply of organs for transplantation. I argue that informed trust, based on accurate information about the future consequences of registra... (shrink)

Savage et al. do an excellent job of making the case for social bonding in general, but do a less good job of distinguishing the manners by which dance and music achieve this. It is important to see dance and music as two parallel and interactive mechanisms that employ the “group body” and “group voice,” respectively, in engendering social cohesion.

Understanding individual differences in cognitive performance is an important part of understanding how variations in underlying cognitive processes can result in variations in task performance. However, the exploration of individual differences in the components of the decision process—such as cognitive processing speed, response caution, and motor execution speed—in previous research has been limited. Here, we assess the heritability of the components of the decision process, with heritability having been a common aspect of individual differences research within other areas of cognition. (...) Importantly, a limitation of previous work on cognitive heritability is the underlying assumption that variability in response times solely reflects variability in the speed of cognitive processing. This assumption has been problematic in other domains, due to the confounding effects of caution and motor execution speed on observed response times. We extend a cognitive model of decision‐making to account for relatedness structure in a twin study paradigm. This approach can separately quantify different contributions to the heritability of response time. Using data from the Human Connectome Project, we find strong evidence for the heritability of response caution, and more ambiguous evidence for the heritability of cognitive processing speed and motor execution speed. Our study suggests that the assumption made in previous studies—that the heritability of cognitive ability is based on cognitive processing speed—may be incorrect. More generally, our methodology provides a useful avenue for future research in complex data that aims to analyze cognitive traits across different sources of related data, whether the relation is between people, tasks, experimental phases, or methods of measurement. (shrink)

We seem to have rich experience across our visual field. Yet we are surprisingly poor at tasks involving the periphery and low spatial attention. Recently, Lau and collaborators have argued that a phenomenon known as “subjective inflation” allows us to reconcile these phenomena. I show inflation is consistent with multiple interpretations, with starkly different consequences for richness and for theories of consciousness more broadly. What’s more, we have only weak reasons favouring any of these interpretations over the others. I provisionally (...) argue for an interpretation on which subjective experience is genuinely rich, but (in peripheral/unattended areas) unreliable as a guide to the external world. The main challenge for this view is that it appears to imply that experience in the periphery is not just unreliable but unstable. However, I argue that this consequence, while initially appearing unintuitive, is in fact plausible. (shrink)

From the end of the Enlightenment to the middle of the twentieth century philosophy took fascinating and controversial paths whose relevance to contemporary post-modernist thought is becoming increasingly clear. This volume traces the English-language side of the period, while also taking into account those continental thinkers who deeply influenced twentieth-century English-language philosophy. The story begins with Reid, Coleridge, and Bentham - who set the agenda for much that followed - and continues with a portrait of the nineteenth century's greatest British (...) philosopher, John Stuart Mill. It then surveys the cross-currents of thought at the end of the century, including American pragmatism, a movement never more influential than now. Finally, it assesses two phases of what John Skorupski calls `analytic modernism' - the revolution against the idealism of Moore and Russell, and the Viennese sequel whose project was to show that philosophy consists of pseudo-problems. (shrink)

This study explores ethnic variations in animal companion attachment among 133 students enrolled in a school of veterinary medicine. The 57 White and 76 African American participants completed surveys that included background information, several questions about their animal companions, and a pet attachment questionnaire .White students had significantly higher PAQ scores than did African American students . White students also had significantly more pets and more kinds of pets and were more likely to allow pets to sleep on their beds (...) . Although keeping pets is a universal cultural phenomenon, how that attachment is expressed may vary from culture-to-culture. This study explores possible explanations and implications for these variations. (shrink)

In this article, we focus on the concept of leadership ethics and make observations about transformational, transactional and servant leadership. We consider differences in how each definition of leadership outlines what the leader is supposed to achieve, and how the leader treats people in the organization while striving to achieve the organization's goals. We also consider which leadership styles are likely to be more popular in organizations that strive to maximize short run profits. Our paper does not tout or degrade (...) any of these leadership theories. Instead, it points out which theories allow reason to play more than a minimal role in ethical decision-making, as well as those that are most consistent with a firm's desire to achieve efficiency in the short run. We explain our view that the way leadership is practiced in large, bureaucratic organizations suggests that ethics is often absent from the leader's decision-making process. Consequently, we suggest that before we engage in a meaningful dialogue about what kind of leaders we might really want in business, we must consider how much short-run profit we are willing to forego in exchange for more ethical corporate cultures. (shrink)

Discrete choice experiments—selecting the best and/or worst from a set of options—are increasingly used to provide more efficient and valid measurement of attitudes or preferences than conventional methods such as Likert scales. Discrete choice data have traditionally been analyzed with random utility models that have good measurement properties but provide limited insight into cognitive processes. We extend a well-established cognitive model, which has successfully explained both choices and response times for simple decision tasks, to complex, multi-attribute discrete choice data. The (...) fits, and parameters, of the extended model for two sets of choice data (involving patient preferences for dermatology appointments, and consumer attitudes toward mobile phones) agree with those of standard choice models. The extended model also accounts for choice and response time data in a perceptual judgment task designed in a manner analogous to best–worst discrete choice experiments. We conclude that several research fields might benefit from discrete choice experiments, and that the particular accumulator-based models of decision making used in response time research can also provide process-level instantiations for random utility models. (shrink)