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)

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)

A letter replying to Bayne et al. "Tests for consciousness in humans and beyond", 2024, arguing that the search for consciousness "beyond" healthy adult humans should begin with other animals.

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.

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.’.

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)

Vocal theories of the origin of language rarely make a case for the precursor functions that underlay the evolution of speech. The vocal expression of emotion is unquestionably the best candidate for such a precursor, although most evolutionary models of both language and speech ignore emotion and prosody altogether. I present here a model for a joint prosodic precursor of language and music in which ritualized group-level vocalizations served as the ancestral state. This precursor combined not only affective and intonational (...) aspects of prosody, but also holistic and combinatorial mechanisms of phrase generation. From this common stage, there was a bifurcation to form language and music as separate, though homologous, specializations. This separation of language and music was accompanied by their (re)unification in songs with words. (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: (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.

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)

Background: Growing evidence suggests that collaborative practice improves healthcare outcomes, but the precursors to collaborative behavior between nurses and physicians have not been fully explored. Research question: The purpose of this descriptive correlational study was to describe the professional values held by nurses and their attitudes toward physician–nurse collaboration and to explore the relationships between nurses’ characteristics (e.g. education, type of work) and professional values and their attitudes toward nurse–physician collaboration. Research design: This descriptive correlational study examines the relationship between (...) nurses’ professional values (Nurses Professional Values Scale–Revised) and their attitudes toward nurse–physician collaboration (Jefferson Scale of Attitudes toward Physician–Nurse Collaboration). Ethical considerations: Permission to conduct the study was received from the hospital, and the Institutional Review Boards of the healthcare system and the participating university. Participants/context: A convenience sample of 231 registered nurses from a tertiary hospital in the United States was surveyed. Findings: A significant positive relationship was found between nurses’ professional values and better attitudes toward collaboration with physicians ( r =.26, p <.01). Attitude toward collaboration with physicians was also positively associated with master’s or higher levels of education ( F(3, 224) = 4.379, p =.005). Discussion: The results of this study can be helpful to nurse administrators who are responsible for developing highly collaborative healthcare teams and for nurse educators who are focused on developing professional values in future nurses. (shrink)

Background Nursing students must graduate prepared to bravely enact the art and science of nursing in environments infiltrated with ethical challenges. Given the necessity and moral obligation of nurses to engage in discourse within nursing ethics, nursing students must be provided a moral supportive learning space for these opportunities. Situating conversations and pedagogy within a brave space may offer a framework to engage in civil discourse while fostering moral courage for learners. Research Objective The aim of this research is to (...) explore the influence of a structured self-assessment tool called the ESA “Engagement Self-Assessment” on the alignment and creation of a brave space in a nursing ethics course. Research Design This study used an exploratory, cross-sectional survey design. Participants and Study Setting Data from 39 undergraduate nursing students enrolled in a nursing healthcare ethics & law course using the ESA were recruited. Ethical Considerations Participation was voluntary and informed without coercion. Written consent was obtained prior to participation. Research ethics approval was obtained by the Institutional Research Ethics Board of the recruited participants (Ethics # 2022-23-03). Findings The ESA provided structured self-reflection on the impact of shared vulnerability within a brave space. However, commitment to a brave space was not strongly influenced by the ESA, but rather by a mutual “commitment to others.” Conclusion A teaching tool such as an ESA can be used to facilitate instructor expectations of civil discourse and discussion of difficult topics. Rules of engagement such as those found in brave spaces can help transform fear of vulnerability into authentic growth for learners. A morally supportive learning space can support critical opportunities for ethical development. This study provides insight into how self-assessment and the use of a brave space in nursing ethics education can facilitate a morally supportive learning space. (shrink)

One of Clayton’s major contributions to our understanding of animal minds has been her work on episodic-like memory. A central reason for the success of this work was its focus on ecological validity: rather than looking for episodic memory for arbitrary stimuli in artificial contexts, focussing on contexts in which episodic memory would serve a biological function such as food caching. This review aims to deepen this insight by surveying the numerous functions that have been proposed for episodic memory, articulating (...) a philosophically grounded framework for understanding what exactly functions are, and drawing on these to make suggestions for future directions in the comparative cognitive psychology of episodic memory. Our review suggests four key insights. First, episodic memory may have more than one function and may have different functions in different species. Second, cross-disciplinary work is key to developing a functional account of episodic memory. Third, there is scope for further theoretical elaboration of proposals relating episodic memory to food caching and, in particular, future-oriented cognition. Finally, learning-related functions suggested by AI (artificial intelligence)-based models are a fruitful avenue for future behavioural research. (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)

We should be suspicious of the idea that experiencing pain could enable animals to trade off different motivations in a common currency. It is not even clear that humans have a common motivational currency reflected in evaluative experience. Instead, pain may capture attention, inhibiting attention to competing motivations and needs, thereby making genuine trade-offs harder. Our criteria for pain in invertebrates should be part of a more subtle theory of the relationship between pain and decision-making.

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)

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)

We are grateful for the careful reading and insightful responses of the several peer commentaries to our proposed approach to requests to withhold or withdraw life support therapies among patients...

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)

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)

The inconsistent definition of empathy has had a negative impact on both research and practice. The aim of this article is to review and critically appraise a range of definitions of empathy and, through considered analysis, to develop a new conceptualisation. From the examination of 43 discrete definitions, 8 themes relating to the nature of empathy emerged: “distinguishing empathy from other concepts”; “cognitive or affective?”; “congruent or incongruent?”; “subject to other stimuli?”; “self/other distinction or merging?”; “trait or state influences?”; “has (...) a behavioural outcome?”; and “automatic or controlled?” The relevance and validity of each theme is assessed and a new conceptualisation of empathy is offered. The benefits of employing a more consistent and complete definition of empathy are discussed. (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)

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)

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)