How are data science systems made to work? It may seem that whether a system works is a function of its technical design, but it is also accomplished through ongoing forms of discretionary work by many actors. Based on six months of ethnographic fieldwork with a corporate data science team, we describe how actors involved in a corporate project negotiated what work the system should do, how it should work, and how to assess whether it works. These negotiations laid the (...) foundation for how, why, and to what extent the system ultimately worked. We describe three main findings. First, how already-existing technologies are essential reference points to determine how and whether systems work. Second, how the situated resolution of development challenges continually reshapes the understanding of how and whether systems work. Third, how business goals, and especially their negotiated balance with data science imperatives, affect a system’s working. We conclude with takeaways for critical data studies, orienting researchers to focus on the organizational and cultural aspects of data science, the third-party platforms underlying data science systems, and ways to engage with practitioners’ imagination of how systems can and should work. (shrink)

I describe my current thinking on two old questions—the causal role of appraisals and the relationship of appraisal theories to basic emotions theories and constructivist theories, and three (sort of) new questions—the completeness of appraisals, the role of language, and the development of automaticity in emotional responses.

Sensory and tracking technologies are being introduced into workplaces in ways Taylor and the Gilbreths could only have imagined. New work design experiments merge wellness with productivity to measure and modulate the affective and emotional labour of resilience that is necessary to survive the turbulence of the widespread incorporation of agile management systems, in which workers are expected to take symbolic direction from machines. The Quantified Workplace project was carried out by one company that fitted sensory algorithmic devices to workers’ (...) computers and bodies, which, this article argues, identify workers’ so-called agility and reveal management practices that track affective and emotional labour, categorized in the project as stress, subjective productivity and wellbeing. Capital’s accelerated attempts to capture more areas of work and workers’ capacities facilitate the conversion of labour power into a source of value but also results in alienation and abstraction. Participants’ resistance to participation in the Quantified Workplace reveals tensions in the labour process when affect is measured in processes of corporate change. (shrink)

In recent years, the possible benefits of mindfulness meditation have sparked much public and academic interest. Mindfulness emphasizes cultivating awareness of our immediate experience and has been associated with compassion, empathy, and various other prosocial traits. However, neurobiological evidence pertaining to the prosocial benefits of mindfulness in social settings is sparse. In this study, we investigate neural correlates of trait mindful awareness during naturalistic dyadic interactions, using both intra-brain and inter-brain measures. We used the Muse headset, a portable electroencephalogram device (...) often used to support mindfulness meditation, to record brain activity from dyads as they engaged in naturalistic face-to-face interactions in a museum setting. While we did not replicate prior laboratory-based findings linking trait mindfulness to individual brain responses, self-reported mindful awareness did predict dyadic inter-brain synchrony, in theta and beta frequencies. These findings underscore the importance of conducting social neuroscience research in ecological settings to enrich our understanding of how neural correlates of social traits such as mindful awareness manifest during social interaction, while raising critical practical considerations regarding the viability of commercially available EEG systems. (shrink)

The study identified the level of competencies and the extent of professional development needs of kindergarten teachers in the Sultan Kudarat Division, during the school year 2019 - 2020. The study employed a descriptive method. The study involved 54 kindergarten teachers in the division in accomplishing the 12-item self-assessment instrument. Data were analyzed using descriptive statistics. The results revealed that kindergarten teachers have a high level of competencies in content knowledge and pedagogy, learning environment and diversity of learners, curriculum and (...) planning, and assessment and reporting. These indicate that they possess almost all of the competencies of efficient teachers. Results further revealed a very high extent of professional needs in content knowledge and pedagogy and the learning environment and diversity of learners, while they had a high extent of professional needs in the remaining domains. Since they reported very high priorities in content knowledge and pedagogy and the learning environment and diversity of learners, these areas would be the main considerations in the crafting of a professional development plan. (shrink)

Institutional review boards, tasked with facilitating ethical research, are often pulled in competing directions. In what we call the protection-inclusion dilemma, we acknowledge the tensions IRBs face in aiming to both protect potential research participants from harm and include under-represented populations in research. In this manuscript, we examine the history of protectionism that has dominated research ethics oversight in the United States, as well as two responses to such protectionism: inclusion initiatives and critiques of the term vulnerability. We look at (...) what we know about IRB decision-making in relation to protecting and including “vulnerable” groups in research and examine the lack of regulatory guidance related to this dilemma, which encourages protection over inclusion within IRB practice. Finally, we offer recommendations related to how IRBs might strike a better balance between inclusion and protection in research ethics oversight. (shrink)

This paper investigated the variation in the multidimensional competencies and professional development needs of kindergarten teachers using a cross-sectional research design. It involved 54 purposively selected kindergarten teachers and collected the data using the self-assessment tool adopted by the Department of Education from the National Research Center for Teacher Quality in the Philippines. These data were analyzed using both descriptive and inferential statistics. As found, kindergarten teachers have a high level of competencies across dimensions. Also, they have a very high (...) extent of professional development needs in content knowledge and pedagogy and the learning environment and diversity of learners. Moreover, they have a high extent of professional needs in two dimensions. The reported high priorities for training imply more emphasis on providing them professional development activities. Results found no significant difference in the competencies of kindergarten teachers in terms of age, position, civil status, degree, and years of teaching. On the contrary, significant differences revealed in their competencies in content knowledge and pedagogy, learning environment and learners’ diversity, and curriculum and planning between those with masters and without a master’s degree. Lastly, results show no significant difference in their professional development needs. These results have implications for future research and planning for a more responsive and cost-effective professional development initiatives in the locale. (shrink)

In recent years social financiers have been increasingly investing in alternative food systems to improve sustainability outcomes. However, social finance for alternative food systems remains small and marginalized. This article seeks to understand why this approach is not yet making a larger impact towards food system transformation. It does so by investigating a specific application of social finance through the case of Slow Money to get answers as to why social finance occupies a niche role in food system transformation. These (...) answers provide helpful lessons for Alternative Food Networks (AFNs) seeking to transform food systems towards greater sustainability. This study tracks the intended impacts of these initiatives and provides insights about the potential role of social finance for promoting AFNs. Key themes emerged regarding the ability of social financing initiatives to support AFNs and transform the food system for greater sustainability. These themes resonate with the literature on AFNs in meaningful ways, but also highlight an important contradiction between systemic change and individual action. The findings show that the Slow Money model contains some useful elements for radical transformation but is ultimately limited in its ability to support deeper, transformative change. The conclusion advances recommendations for ways of enhancing the transformative potential of community financing initiatives in light of the findings, emphasizing the role of public investments. (shrink)

The study identified the level of competencies and the extent of professional development needs of kindergarten teachers in the Sultan Kudarat Division, during the school year 2019 - 2020. The study employed a descriptive method. The study involved 54 kindergarten teachers in the division in accomplishing the 12-item self-assessment instrument. Data were analyzed using descriptive statistics. The results revealed that kindergarten teachers have a high level of competencies in content knowledge and pedagogy, learning environment and diversity of learners, curriculum and (...) planning, and assessment and reporting. These indicate that they possess almost all of the competencies of efficient teachers. Results further revealed a very high extent of professional needs in content knowledge and pedagogy and the learning environment and diversity of learners, while they had a high extent of professional needs in the remaining domains. Since they reported very high priorities in content knowledge and pedagogy and the learning environment and diversity of learners, these areas would be the main considerations in the crafting of a professional development plan. (shrink)

A recent systematic review of Machine Learning (ML) approaches to health data, containing over 100 studies, found that the most investigated problem was mental health (Yin et al., 2019). Relatedly, recent estimates suggest that between 165,000 and 325,000 health and wellness apps are now commercially available, with over 10,000 of those designed specifically for mental health (Carlo et al., 2019). In light of these trends, the present chapter has three aims: (1) provide an informative overview of some of the recent (...) work taking place at the intersection of text mining and mental health so that we can (2) highlight and analyze several pressing ethical issues that are arising in this rapidly growing field and (3) suggest productive directions for how these issues might be better addressed within future interdisciplinary work to ensure the responsible development of text mining approaches in psychology generally, and in mental health fields, specifically. In Section 1, we review some of the recent literature on text-mining and mental health in the contexts of traditional experimental settings, social media, and research involving electronic health records. Then, in Section 2, we introduce and discuss ethical concerns that arise before, during, and after research is conducted. Finally, in Section 3, we offer several suggestions about how ethical oversight of text-mining research might be improved to be more responsive to the concerns mapped out in Section 2. (shrink)

We investigate whether smile mimicry and emotional contagion are evident in non-text-based computer-mediated communication (CMC). Via an ostensibly real-time audio-visual CMC platform, participants interacted with a confederate who either smiled radiantly or displayed a neutral expression throughout the interaction. Automatic analyses of expressions displayed by participants indicated that smile mimicry was at play: A higher level of activation of the facial muscle that characterises genuine smiles was observed among participants who interacted with the smiling confederate than among participants who interacted (...) with the unexpressive confederate. However, there was no difference in the self-reported level of joviality between participants in the two conditions. Our findings demonstrate that people mimic smiles in audio-visual CMC, but that even though the diffusion of emotions has been documented in text-based CMC in previous studies, we find no convincing support for the phenomenon of emotional contagion in non-text-based CMC. (shrink)

This paper argues against incorporating assessments of individual responsibility into healthcare policies by expanding an existing argument and offering a rebuttal to an argument in favour of such policies. First, it is argued that what primarily underlies discussions surrounding personal responsibility and healthcare is not causal responsibility, moral responsibility or culpability, as one might expect, but biases towards particular highly stigmatised behaviours. A challenge is posed for proponents of taking personal responsibility into account within health policy to either expand the (...) debate to also include socially accepted behaviours or to provide an alternative explanation of the narrowly focused discussion. Second, a critical response is offered to arguments that claim that policies based on personal responsibility would lead to several positive outcomes including healthy behaviour change, better health outcomes and decreases in healthcare spending. It is argued that using individual responsibility as a basis for resource allocation in healthcare is unlikely to motivate positive behaviour changes, and is likely to increase inequality which may lead to worse health outcomes overall. Finally, the case of West Virginia's Medicaid reform is examined, which raises a worry that policies focused on personal responsibility have the potential to lead to increases in medical spending overall. (shrink)

This article reflects on the relevance and applicability of the Belmont Report nearly four decades after its original publication. In an exploration of criticisms that have been raised in response to the report and of significant changes that have occurred within the context of biomedical research, five primary themes arise. These themes include the increasingly vague boundary between research and practice, unique harms to communities that are not addressed by the principle of respect for persons, and how growing complexity and (...) commodification in research have shed light on the importance of transparency. The repercussions of Belmont's emphasis on the protection of vulnerable populations is also explored, as is the relationship between the report's ethical principles and their applications. It is concluded that while the Belmont Report was an impressive response to the ethical issues of its day, the field of research ethics involving human subjects may have outgrown it. (shrink)

This article provides a brief introduction to psychological emotion theories, particularly appraisal theory. According to appraisal theory emotions are combinations of a person’s appraisal of the novelty, valence, certainty, goal conduciveness, causal agency, controllability, and morality of a situation. These dimensions correspond to elements of the stories attorneys attempt to create in arguing a case. Appraisal theory puts specific content into the vague concept of reappraisal, accounting for emotional changes that go beyond the changes in valence and intensity generally studied (...) by law and emotions scholars. (shrink)

Some thoughts on the nature of networks, the prevalence of emotional experiences, and the importance of new questions.

This article describes James’s distaste for taxonomic classification of emotion and argues that he would not have been pleased by current scholarship which still focuses on the definition and classification of discrete emotions, distracting scholars from more fundamental underlying processes. I argue that as in James’s time, current taxonomies are still arbitrary and still constrain the kinds of questions psychologists ask.

As participatory research practices are increasingly taken up in health research, claims related to experiential authority and expertise are frequently made. Here, in an exploration of what grounds such claims, we consider how feminist standpoint theory might apply to the psy sciences (psychiatry, psychology, psychotherapy, psychoanalysis, and so on). Standpoint theory claims that experiences of marginalization and critical engagement can lead to a standpoint that offers an epistemic advantage within a domain of knowledge. We examine experiences of marginalization and critical (...) engagement in the mental health system, as well as evidence for epistemic advantages resulting from these experiences. This evidence, found in the identification of problematic assumptions and the development of new tools and theories in the field, grounds our argument that standpoint theory is indeed relevant to the psy sciences and that many of those who have experienced marginalization and have engaged critically have an epistemic advantage when it comes to knowledge-production. The implications of this argument are significant: those who have attained a standpoint within the psy sciences ought to be included in research and given both tools and funding to develop research programs. However, we must be wary of the risks of tokenization, cooptation, and essentialization that are likely to accompany such a transformation. (shrink)

Researchers are concerned about whether manipulations have the intended effects. Many journals and reviewers view manipulation checks favorably, and they are widely reported in prestigious journals. However, the prototypical manipulation check is a verbal (rather than behavioral) measure that always appears at the same point in the procedure (rather than its order being varied to assess order effects). Embedding such manipulation checks within an experiment comes with problems. While we conceptualize manipulation checks as measures, they can also act as interventions (...) which initiate new processes that would otherwise not occur. The default assumption that manipulation checks do not affect experimental conclusions is unwarranted. They may amplify, undo, or interact with the effects of a manipulation. Further, the use of manipulation checks in mediational analyses does not rule out confounding variables, as any unmeasured variables that correlate with the manipulation check may still drive the relationship. Alternatives such as nonverbal and behavioral measures as manipulation checks and pilot testing are less problematic. Reviewers should view manipulation checks more critically, and authors should explore alternative methods to ensure the effectiveness of manipulations. (shrink)

It is argued here that the practice of medical students performing pelvic exams on women who are under anesthetic and have not consented is immoral and indefensible. This argument begins by laying out the ethical justification for the practice of informed consent, which can be found in autonomy and basic rights. Foregoing the process of consent within medicine can result in violations of both autonomy and basic rights, as well as trust, forming the basis of the wrong of unauthorized pelvic (...) examinations. Several objections to this argument are considered, all of which stem from the idea that this practice constitutes an exception to the general requirement of informed consent. These objections suggest that nonconsensual pelvic examinations on women under anesthetic are ethically acceptable on utilitarian grounds, in that they offer benefits either to the patient or to society, or on the grounds of triviality, in that consent is already presumed, or the practice is insignificant. Each of these objections is rejected and the practice is deemed indefensible. (shrink)

This piece reproduces verbatim a performative talk on Anne Carson’s and Rosanna Bruno’s The Trojan Women: A Comic. The performance draws on my own poetry and installation-video art on the ancient Greek mythical figure Chimera, which I conceive as a composite being, a creature where different species meet inside one body as various bodily parts. I interlace commentary-poems, fragments, interviews, brief citations and personal notes. Each “speech-part” of this chimeric essay then explores scene-setting, the motif of absence; animal poetics, and (...) linguistic expression in the comic play, while underscoring the potential of my approach to capture Carson and her own chimeric work. More ambitiously, the essay challenges fixed notions of how academic and creative ideas should be framed and uttered. (shrink)

Urban communities experiencing marginalization often disproportionately bear the risks and burdens of research and are left out of research ethics governance processes. To address this, many communities have created place-based and community-led research ethics governance initiatives to ensure that community voice is included in discussions surrounding research conduct. Place-based strategies in the Vancouver Downtown Eastside, the Bronx, and the Philadelphia Promise Zone successfully mobilize community perspectives in research ethics, filling in a significant gap in our current system of institutional research (...) ethics review and oversight. These cases demonstrate that place-based research ethics governance has the potential to account for the community-level risks posed by research projects and to ensure communities receive more felt benefits. Place-based communities sidestep simplistic notions of identity based on single shared features and make space for intersectional analyses and diverse community viewpoints to be considered. Such communities have a unique claim to expertise given their shared experience of place, which grants them the ability to see problematic assumptions embedded in scientific projects as well as community-level concerns within research. Despite this, many marginalized communities are excluded from current research ethics oversight processes. This exclusion demands critical examination and a way forward to facilitate the integration of place-based community oversight strategies within research ethics governance. (shrink)

Hastings Center Report, Volume 52, Issue 1, Page 28-31, January/February 2022.

The practice of medically assisted dying has long been contentious, and the question of what to call it has become increasingly contentious as well. Particularly among U.S. proponents of legalizing the practice, there has been a growing push away from calling it “physician‐assisted suicide,” with assertions that medically assisted dying is fundamentally different from suicide. Digging deeper into this claim about difference leads to an examination of the difference between two kinds of suffering—suffering from physical conditions and suffering from psychological (...) conditions—and therefore leads also toward an examination of whether requests for medical assistance in dying by those suffering from psychological conditions and those suffering from physical conditions should be painted with the same brush. In this article, I aim both to illuminate some of the considerations that ought to be included in discussions related to medically assisted dying and to shed light on what the indirect effects of such discussions can be. I consider some of the reasons commonly given for holding that suicide and medically assisted dying differ fundamentally and then whether the conclusion that medically assisted dying should not be called “suicide” follows from the premises. I ask what else might justify the conclusion that the two acts ought to be called by different names, and I examine possible justifications for accepting this premise, as well as what justifications might exist for emphasizing how the acts are alike. Finally, I argue that we should be cautious before concluding that medically assisted dying should not be called “suicide.” We need more evidence either that the two acts are fundamentally different or that emphasizing differences between them is not likely to do more harm than good. (shrink)

This paper offers a critical analysis of several accounts of the placebo effect that have been put forward. While the placebo effect is most often thought of as a control in research and as a deceptive tool in practice, a growing body of research suggests that it ought to be thought of as a powerful phenomenon in its own right. Several accounts that aim to draw boundaries around the placebo effect are evaluated in relation to current evidence and it is (...) argued that none of them adequately capture the variability and potency of the phenomenon. Two accounts, however, that point towards the underlying mechanisms of the placebo effect, are shown to offer promise in terms of developing a more comprehensive account of the placebo effect. (shrink)

In their target article, Zamina Mithani, Jane Cooper, and J. Wesley Boyd make a compelling case for the importance of “counter storytelling” in bioethics. They obse...

Wiggins and Wilbanks’s (2019) article draws attention to the rise of citizen science in the medical domain, part of a larger participatory turn in which citizens and patients are increasingly invol...

In the introduction to a recent anthology of contemporary issues in philosophy of psychiatry, editors Jeffrey Poland and Şerife Tekin declare this to be a moment of crisis within the field. They suggest that the state of psychiatry today reflects Thomas Kuhn's conception of a period of extraordinary science, which occurs when anomalies begin to build up, confidence in the dominant paradigm is shook, competing theories arise, and philosophical questions come to the fore. Although perhaps not all would agree that (...) the field is in crisis, there is certainly an abundance of pessimism. Within the realm of research, a mood of explanatory pessimism has been growing, characterized by a... (shrink)

William James was not a basic emotion theorist in that he did not propose a list of basic emotions or concern himself with the question of which emotions were really basic. He may have believed that some emotions evolved earlier and spread more widely than others; whether this makes him a basic emotion theorist is a matter of taste.

Racial disparities in pain treatment are well documented. Such disparities are explained with reference to factors related to providers, health care structures, and patient behaviors. Racial differences in pain experiences, although well documented, are less well understood. Explanations for such differences usually involve genetic or psychological factors. Here, we argue that racial differences in pain experiences might also be explained by disparities in pain treatment. Based on what we know about the nature of pain, particularly the cognitive and affective aspects (...) of the phenomenon, it is likely that disparities in the treatment of racialized patients can lead to significant racial differences in pain experience that show up at the population level. We argue that the failure of research programs to consider this causal factor is an example of white ignorance. We also consider several implications of the link between racial disparities in pain treatment and racial differences in pain experience. (shrink)

While a significant body of bioethical literature considers how the placebo effect might introduce a conflict between autonomy and beneficence, the link between justice and the placebo effect has been neglected. Here, we bring together disparate evidence from the field of placebo studies and research on health inequalities related to race and ethnicity, and argue that, collectively, this evidence may provide the basis for an unacknowledged route by which health disparities are exacerbated. This route is constituted by an uneven distribution (...) of placebo effects, resulting from differences in expressions of physician warmth and empathy, as well as support and patient engagement, across racial and ethnic lines. In a discussion of the ethical implications of this connection, we argue that this contribution to health disparities is a source of injustice, consider ways in which these disparities might be ameliorated and suggest that this conclusion is likely to extend to other realms of inequality as well. (shrink)

When it comes to using patient data from the National Health Service for research, we are often told that it is a matter of trust: we need to trust, we need to build trust, we need to restore trust. Various policy papers and reports articulate and develop these ideas and make very important contributions to public dialogue on the trustworthiness of our research institutions. But these documents and policies are apparently constructed with little sustained reflection on the nature of trust (...) and trustworthiness, and therefore are missing important features that matter for how we manage concerns related to trust. We suggest that what we mean by ‘trust’ and ‘trustworthiness’ matters and should affect the policies and guidance that govern data sharing in the NHS. We offer a number of initial, general reflections on the way in which some of these features might affect our approach to principles, policies and strategies that are related to sharing patient data for research. This paper is the outcome of a ‘public ethics’ coproduction activity which involved members of the public and two academic ethicists. Our task was to consider collectively the accounts of trust developed by philosophers as they applied in the context of the NHS and to coproduce an argumentative position relevant to this context. (shrink)