This open access book tackles the pressing problem of integrating concerns related to Artificial Intelligence (AI) ethics into higher education curriculums aimed at future AI developers in Africa and beyond. For doing so, it analyzes the present and future states of AI ethics education in local computer science and engineering programs. The authors share relevant best practices and use cases for teaching, develop answers to ongoing organizational challenges, and reflect on the practical implications of different theoretical approaches to AI ethics. (...) The book is of great interest to faculty members, researchers, and students in the fields of artificial intelligence, computer science, mathematics, computer engineering, and related areas, as well as higher education administration. (shrink)

The self-report of some autistic individuals that they experience social motivation should not be interpreted as a refutation of neuroimaging evidence supporting the social motivation hypothesis of autism. Neuroimaging evidence supports subtle differences in unconscious reward processing, which emerge at the group level and which may not be perceptible to individuals, but which may nonetheless impact an individual's behavior.

Results: We analyzed 1,402 surveys and 15 in-depth interviews. Many (32%) CL participants reported greater difficulty refilling medications and a minority (14%) reported greater difficulty accessing HIV care during the pandemic. Most (99%) Opt4Mamas participants reported no difficulty refilling medications or accessing HIV/pregnancy care. Among the CL participants, older women were less likely (aOR = 0.95, 95% CI: 0.92–0.98) and women with more children were more likely (aOR = 1.13, 95% CI: 1.00–1.28) to report difficulty refilling medications. Only 2% of (...) CL participants reported greater difficulty managing FP and most (95%) reported no change in likelihood of using FP or desire to get pregnant. Qualitative analysis revealed three major themes: (1) adverse organizational/economic implications of the pandemic, (2) increased importance of pregnancy prevention during the pandemic, and (3) fear of contracting COVID-19. (shrink)

BackgroundUniversal standards for bioethics, including the tenet of informed consent, should be upheld in the setting of humanitarian medical missions. The obstacles to obtaining informed consent in the global health setting have been thoroughly discussed in the literature, but no studies have investigated these issues from the patient’s perspective. We sought to understand the patient’s experience of the consent process during a four-week surgical mission to Haiti.MethodsAll patients selected for surgery during a mission to Hinche, Haiti, were invited to participate (...) in a survey assessing communication between them and their physicians, their understanding of the surgical procedure, and their desire for information during the consent process. Complete data were collected from 55 patients.ResultsUnderstanding a basic explanation of surgery and the associated risks was important to 98% of Haitian surgical patients, and 96% reported the desire for extensive risk communication. All patients felt that they sho... (shrink)

Despite increasing scientific interest in self-generated thought-mental content largely independent of the immediate environment-there has yet to be any comprehensive synthesis of the subjective experience and neural correlates of affect in these forms of thinking. Here, we aim to develop an integrated affective neuroscience encompassing many forms of self-generated thought-normal and pathological, moderate and excessive, in waking and in sleep. In synthesizing existing literature on this topic, we reveal consistent findings pertaining to the prevalence, valence, and variability of emotion in (...) self-generated thought, and highlight how these factors might interact with self-generated thought to influence general well-being. We integrate these psychological findings with recent neuroimaging research, bringing attention to the neural correlates of affect in self-generated thought. We show that affect in self-generated thought is prevalent, positively biased, highly variable (both within and across individuals), and consistently recruits many brain areas implicated in emotional processing, including the orbitofrontal cortex, amygdala, insula, and medial prefrontal cortex. Many factors modulate these typical psychological and neural patterns, however; the emerging affective neuroscience of self-generated thought must endeavor to link brain function and subjective experience in both everyday self-generated thought as well as its dysfunctions in mental illness. (shrink)

Variability in the symptom experience in patients diagnosed with chronic conditions may be related to social determinants of health (SDoH). The purpose of this critical review was to (1) summarize the existing literature on SDoH and symptom clusters (i.e., multiple, co‐occurring symptoms) in patients diagnosed with common chronic conditions, (2) evaluate current variables and measures used to represent SDoH, (3) identify gaps in the evidence base, and (4) provide recommendations for the incorporation of SDoH into future symptom cluster research. We (...) identified 118 articles including information on SDoH in chronic condition symptom cluster research. Articles primarily focused on cancer populations. Few articles had the explicit purpose of investigating relationships between SDoH and symptom clusters, and the inclusion of SDoH was often limited to variables used to describe samples. Future studies should be designed to “move beyond Table 1” in their utilization of SDoH as variables and examine relationships between SDoH and symptom clusters. Attention should be paid to the appropriateness of measures being used to collect information on SDoH, and analysis methods that estimate causal connections between variables should be considered. Research regarding the relationship of SDoH with symptom clusters in patients with chronic conditions has the potential to reveal mechanisms of symptom disparities and guide changes to alleviate these disparities. (shrink)

Both unipolar and bipolar depression have been linked with impairments in executive functioning. In particular, mood symptom severity is associated with differences in common EF, a latent measure of general EF abilities. The relationship between mood disorders and EF is particularly salient in adolescence and young adulthood when the ongoing development of EF intersects with a higher risk of mood disorder onset. However, it remains unclear if common EF impairments have associations with specific symptom dimensions of mood pathology such as (...) blunted positive affect, mood instability, or physiological arousal, or if differences in common EF more broadly relate to what is shared across various symptom domains, such as general negative affect or distress. To address this question, bifactor models can be applied to simultaneously examine the shared and unique contributions of particular mood symptom dimensions. However, no studies to our knowledge have examined bifactor models of mood symptoms in relation to measures of common EF. This study examined associations between common EF and general vs. specific symptom dimensions using structural equation modeling in adolescents and young adults with varying severity of mood symptoms. A General Depression factor capturing shared variance across symptoms statistically predicted lower Common EF. Additionally, a factor specific to physiological arousal was associated with lower Common EF. Anhedonia-specific and Mania-specific factors were not significantly related to Common EF. Altogether, these results indicate that deficits in common EF are driven by, or reflect, general features of mood pathology that are shared across symptom dimensions but are also specifically associated with physiological arousal. (shrink)

The precise position to be assigned to the Categories in the Aristotelian system has always been somewhat of a puzzle. On the one hand, they seem to be worked into the warp of its texture, as in the classification of change, and Aristotle can argue from the premiss that they constitute an exhaustive division of the kinds of Being . On the other hand, both in the completed scheme of his logic and in his constructive metaphysic they retire into the (...) background, giving place to other notions, such as causation, change, actuality and potentiality. Investigation has, moreover, been hampered, especially in Germany, by attempts to correlate them with the Kantian Categories, with which they have obvious points of contact. But Kant's formal a priori concepts by which the mind makes for itself a world, to use Mr. Bosanquet's phrase, imply an attitude to knowledge and reality so utterly opposed to the Aristotelian that the comparison has tended to confusion rather than elucidation. Scholars now realize better that the Aristotelian Categories can only be understood in connexion with the problems of Aristotle's own age. (shrink)

Critics of marcus singer's deduction of the generalization argument from the principle of consequences and the generalization principle ("generalization in ethics," page 66) insist that his use of "everyone" in that deduction is ambiguous, I.E., "everyone" is used both collectively and distributively, And that the deduction is invalid. In this paper, I provide a valid deduction of the generalization argument from those premises which avoids this difficulty entirely. I argue that the conclusion so deduced is logically and morally equivalent to (...) singer's. (shrink)

It should be clear by now the extent to which many features of Thorpe's interpretation of animal behavior and of the animal mind rested, at bottom, not simply on conventional scientific proofs but on interpretive inferences, which in turn rested on a willingress to make extensions of human experience to animals. This, in turn, rested on his view of evolution and his view of reality. And these were governed by his natural theology, which was the fundamental stratum of his intellectual (...) experience.Contrary to the scientific ethos, which restricts theory choice to scientific issues alone, Thorpe's career suggests that the actual reasons for theory choice among scientists often are not limited to science, but are multiple and may sometimes be difficult to discover. It is largely because Thorpe took a public part in the natural theology enterprise that we can know something about his religious beliefs and so can see their probable influence on his scientific decisions. Similar beliefs of other scientists are sometimes harder to get at. Most may be practically beyond discovery, for the ethos of science has discouraged public professions of personal belief in relation to scientific work.101 Yet does it seem plausible that, for example, the restriction of self-consciousness to humans by some scientists is a purely scientific decision?102 Surely not, any more than that the strong influence of natural theology on Thorpe's thought means that he was not a good scientist. His natural theology may have led him into incautious enthusiasms regarding the animal mind — such as the potential if unrealizable linguistic ability of chimpanzees — through a bias in favor of the continuity of emergents in a progressive evolutionary system, just as it led him to advocate animal consciousness long before the recent upsurge of interest, but the scientific integrity of his work overall is unimpeachable. And yet, that work is not comprehensible historically as science alone. Personal philosophy must not be discounted in writing the history of recent science. This somewhat obvious conclusion (obvious to historians of science) needs emphasis, for we are still prone to think that the sciences of our own time provide their own internal dynamic that is in itself sufficient to account for their content and development. (shrink)

After reading carefully the essay which, in his recently-published Varia Socratica, Part I., Prof. A. E. Taylor has written on the use of the words and in the Greek literature of the Socratic and Platonic periods, I find myself on the one hand in agreement with him as to the importance of such linguistic investigations for the understanding of Plato, and on the other in frequent disagreement with him as to the meaning of the words in the passages he cites, (...) and the inferences he draws from them. Thinking that Prof. Taylor's analysis of the use of the terms in Hippocrates is very far from final, I offer in this paper a further contribution to their interpretation, confining myself as far as possible to the question, What do and mean in the Hippocratean writings? (shrink)

American health policy today faces dual problems of too little health coverage at too high a cost. The mix of public and private financing leaves about one seventh of the population without any insurance coverage. At the same time, the coverage Americans do have costs an ever-larger share of our country's productive capacity. This "paradox of excess and deprivation" results from the incremental approach the U.S. has taken to promoting incompatible policy goals of increasing health insurance coverage and medical quality (...) while trying to control costs, without squarely confronting tradeoffs. This essay examines the record of incremental developments and draws lessons for current efforts at reform. (shrink)

American health policy today faces dual problems of too little coverage at too high a cost. The mix of private and public financing leaves about one seventh of the population without any insurance coverage. At the same time, the coverage Americans do have costs an ever-larger share of our country’s productive capacity. The U.S. pays well above what other countries pay and what many people, health plans, businesses, and governments want to pay. This “paradox of excess and deprivation” results from (...) the incremental approach the U.S. has taken to promoting incompatible policy goals of increasing health insurance coverage and medical quality while trying to control costs, without squarely confronting tradeoffs. This essay examines the record of incremental developments and draws lessons for current efforts at reform. (shrink)