reality is a complex affair. It comprises a huge variety of different elements. Importantly, though, reality is not a mere aggregate of its elements but rather a structured whole or system whose building blocks are not all on the same level. Instead, they form hierarchical networks ordered by relations of priority. In such networks, derivative aspects of reality obtain in virtue of their grounds, that is, in virtue of more fundamental aspects of reality that are prior to them.This picture of (...) reality as a structured whole is currently enjoying a renaissance in the works of philosophers such as Kit Fine, Jonathan Schaffer, and many others. But far from being a new picture, it has been widely endorsed throughout the... (shrink)

We define a notion of difference-making for partial grounds of a fact in rough analogy to existing notions of difference-making for causes of an event. Using orthodox assumptions about ground, we show that it induces a non-trivial division with examples of partial grounds on both sides. We then demonstrate the theoretical fruitfulness of the notion by applying it to the analysis of a certain kind of putative counter-example to the transitivity of ground recently described by Jonathan Schaffer. First, we (...) show that our conceptual apparatus of difference-making enables us to give a much clearer description than Schaffer does of what makes the relevant instances of transitivity appear problematic. Second, we suggest that difference-making is best seen as a mark of good grounding-based explanations rather than a necessary condition on grounding, and argue that this enables us to deal with the counter-example in a satisfactory way. Along the way, we show that Schaffer's own proposal for salvaging a form of transitivity by moving to a contrastive conception of ground is unsuccessful. We conclude by sketching some natural strategies for extending our proposal to a more comprehensive account of grounding-based explanations. (shrink)

Jonathan Lear; XII*—Aristotelian Infinity, Proceedings of the Aristotelian Society, Volume 80, Issue 1, 1 June 1980, Pages 187–210, https://doi.org/10.1093/aris.

Jonathan Barnes; VI*—Aristotle's Concept of Mind, Proceedings of the Aristotelian Society, Volume 72, Issue 1, 1 June 1972, Pages 101–114, https://doi.org/10.10.

Jonathan Wolff; IX*—What is the Problem of Political Obligation?, Proceedings of the Aristotelian Society, Volume 91, Issue 1, 1 June 1991, Pages 153–170, https.

Ruth Jonathan; Bibliography, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 217–220, https://doi.org/10.1111/1467-9752.00050.

Jonathan Bennett; IX.—Analytic-Synthetic, Proceedings of the Aristotelian Society, Volume 59, Issue 1, 1 June 1959, Pages 163–188, https://doi.org/10.1093/arist.

Ruth Jonathan; Introduction, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 1–12, https://doi.org/10.1111/1467-9752.00042.

L. Jonathan Cohen; XI*—Guessing, Proceedings of the Aristotelian Society, Volume 74, Issue 1, 1 June 1974, Pages 189–210, https://doi.org/10.1093/aristotelian/7.

Ruth Jonathan; Education, Philosophy of Education and Context, Journal of Philosophy of Education, Volume 19, Issue 1, 30 May 2006, Pages 13–25, https://doi.org.

Ruth M Jonathan; Education, Gender and the Nature/Culture Controversy, Journal of Philosophy of Education, Volume 17, Issue 1, 30 May 2006, Pages 5–20, https://.

Ruth Jonathan; Educational ‘Goods’: Value and Benefit, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 59–82, https://doi.org/10.

Ruth Jonathan; Freedom and the Individual, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 109–141, https://doi.org/10.1111/1467.

Ruth Jonathan; Re-ordering Society: Re-forming Education, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 13–29, https://doi.org.

Ruth Jonathan; Persons and their Preferences, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 143–179, https://doi.org/10.1111/1.

Ruth Jonathan; Right and Choices: Illusory Freedoms, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 83–107, https://doi.org/10.

Ruth Jonathan; Reform: Rhetoric, Rationale and Representation, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 31–57, https://do.

Ruth Jonathan; Re-ordering Society: Re-forming Education, Journal of Philosophy of Education, Volume 31, Issue 1, 16 December 2002, Pages 13–29, https://doi.org.

Jonathan Harrison; IX*—If I Know, I Cannot Be Wrong, Proceedings of the Aristotelian Society, Volume 79, Issue 1, 1 June 1979, Pages 137–150, https://doi.org/10.

Jonathan Harrison; IX—The Third Dimension, Proceedings of the Aristotelian Society, Volume 61, Issue 1, 1 June 1961, Pages 151–168, https://doi.org/10.1093/aris.

Ruth M Jonathan; Two Concepts of Education? A reply to D. J. O’Connor, Journal of Philosophy of Education, Volume 16, Issue 2, 30 May 2006, Pages 147–154, https.

Michael Bonnett; Education in a Destitute Time[1], Journal of Philosophy of Education, Volume 17, Issue 1, 30 May 2006, Pages 21–33, https://doi.org/10.1111/j.1.

We present a set of algorithms for automated simplification of symbolic constants of the form ∑iαixi with αi rational and xi complex. The included algorithms, called SimplifySum2 and implemented in Mathematica, remove redundant terms, attempt to make terms and the full expression real, and remove terms using repeated application of the multipair PSLQ integer relation detection algorithm. Also included are facilities for making substitutions according to user-specified identities. We illustrate this toolset by giving some real-world examples of its usage, including (...) one, for instance, where the tool reduced a symbolic expression of approximately 100 000 characters in size enough to enable manual manipulation to one with just four simple terms.2Available from https://github.com/alexkaiser/SimplifySum. (shrink)

A Correction to this paper has been published: https://doi.org/10.1007/s12110-021-09400-0.

The use of artificial intelligence (AI) to aid legal decision making has become prominent. This paper investigates the use of AI in a critical issue in employment law, the determination of a worker’s status—employee vs. independent contractor—in two common law countries (the U.S. and Canada). This legal question has been a contentious labor issue insofar as independent contractors are not eligible for the same benefits as employees. It has become an important societal issue due to the ubiquity of the gig (...) economy and the recent disruptions in employment arrangements. To address this problem, we collected, annotated, and structured the data for all Canadian and Californian court cases related to this legal question between 2002 and 2021, resulting in 538 Canadian cases and 217 U.S. cases. In contrast to legal literature focusing on complex and correlated characteristics of the employment relationship, our statistical analyses of the data show very strong correlations between the worker’s status and a small subset of quantifiable characteristics of the employment relationship. In fact, despite the variety of situations in the case law, we show that simple, off-the-shelf AI models classify the cases with an out-of-sample accuracy of more than 90%. Interestingly, the analysis of misclassified cases reveals consistent misclassification patterns by most algorithms. Legal analyses of these cases led us to identify how equity is ensured by judges in ambiguous situations. Finally, our findings have practical implications for access to legal advice and justice. We deployed our AI model via the open-access platform, https://MyOpenCourt.org/, to help users answer employment legal questions. This platform has already assisted many Canadian users, and we hope it will help democratize access to legal advice to large crowds. (shrink)

Mental disorder (earlier entitled “illness” or “disease”) is ascribed to deviations from normal thoughts, reasoning, feelings, attitudes, and actions that are considered socially or personally dysfunctional and apt for treatment. Schizophrenia, depression, and bipolar disorder are core examples. The concept of mental disorder plays a role in many domains, including medicine, social sciences such as psychology and anthropology, and the humanities, including literature and philosophy. Philosophical discussions are the primary focus of the present entry, which differs from the entry on (...) Philosophy of Psychiatry in noting several different approaches—not only those of the philosophy of science and mind, but also those arising from phenomenology and social theory. -/- Mental disorder is a widely contested concept and there are longstanding debates on whether disorders are biological or social in nature. Even uncontroversial disorders, such as those listed above, were not always regarded as disorders in the past (Porter 2002). Moreover, the status of mental disorder has frequently indicated ethical, as much as other deficiency (Irwin 2013). Such reminders direct our attention to contemporary medical psychiatry’s sometimes uncompromisingly neurobiological, and avowedly value-free “medical model”, with its incumbent analogies and assumptions, and to the general question of how the taxa of psychiatric classifications are to be viewed as objects of natural science. This model has received intensive philosophical scrutiny, including arguments that deny these conditions are deficiencies at all. Along with issues arising from cognitive psychology and the neurosciences, such foundational matters make up much of the following entry. Because of their focus on issues central to the philosophy of mind and ethics (e.g., the mind-body problem, moral responsibility, agency and identity), analyses of mental disorder have extensive implications for those fields. As clinical phenomena, they also reflect an inescapable, everyday, social reality, giving theoretical inquiries additionally urgent practical, moral, and legal implications. (shrink)

Children who live on the margins of society are disadvantaged in achieving their developmental potential because of the lack of a necessary stable environment and nurturing care. Many early prevention programs aim at mitigating such effects, but often the evaluation of their long-term effect is missing. The aim of the study presented here was to evaluate such long-term effects in two prevention programs for children-at-risk growing up in deprived social environments focusing on child attachment representation as the primary outcome as (...) well as on self-reflective capacities of teachers taking care of these children. The latter was a key component for promoting resilient behavior in children. Five hundred and twenty-six children aged 36 to 60 months at risk due to immigration status, low family socio-economic status and child behavior were examined in a cluster-randomized study comparing two preventions, the psychodynamic, attachment-based holistic approach EARLY STEPS (ES) with the classroom based FAUSTLOS (FA) for their efficacy. Primary outcome was the child attachment representation measured by the Manchester Child Attachment Story Task (MCAST). Secondary outcomes were derived from (a) the Caregiver-Teacher Report Form (C-TRF: problem behaviors, including anxiety/depressive symptoms, emotional-reactive and somatic problems, social withdrawal, aggressive behavior, and attention deficit), from (b) the Strength and Difficulties Questionnaire (SDQ, parent version: resilience and wellbeing) and (c) Self-Reflective Scales for teachers (SRS: self-reflective capacities of teachers). Compared to baseline, attachment and behavioral problems improved in both programs. ES led to more secure and more organized attachment representations (medium effect sizes). Aggressive behavior and externalizing problems were reduced in the FA group compared with ES, particularly in boys (medium effect sizes). Self-reflective capacities of the teachers increased only in the ES group. High correlation between children’s attachment type with the number of social risk factors and the increase of problematic social behavior strongly indicate that an increase in teachers’ self-reflective capacities helps to change children’s attachment patterns which thus strengthens the resilience of these children-at-risk [An ethical vote from LPPKJP 2009-02-25 was obtained and the trial registered; Clinical trial registration information: The trial was registered 14.02.2012 (DRKS00003500;https://www.drks.de)]. (shrink)

David E Cooper; Practice, Philosophy and History: Carr vs. Jonathan, Journal of Philosophy of Education, Volume 21, Issue 2, 30 May 2006, Pages 181–186, https:/.

Introduction to Philosophy: Philosophy of Mind surveys the central themes in philosophy of mind and places them in a historical and contemporary context intended to engage first-time readers in the field. It focuses on debates about the status and character of the mind and its seemingly subjective nature in an apparently more objective world. The book is designed to be used alone or alongside a reader of historical and contemporary original sources, and is freely available in web and digital formats (...) at https: //press.rebus.community/intro-to-phil-of-mind/ If you are adopting or adapting this book for a course, please let us know on our adoption form for the Introduction to Philosophy open textbook series: https: //docs.google.com/forms/d/e/1FAIpQLSdwf2E7bRGvWefjhNZ07kgpgnNFxVxxp-iidPE5gfDBQNGBGg/viewform?usp=sf _link. Cover art by Heather Salazer; cover design by Jonathan Lashley. One of nine books in the Introduction to Philosophy open textbook series. (shrink)

ABSTRACT I argue that this examination and appreciation for the shift to abductive reasoning should be extended to the intersection of neuroscience and novel brain-computer interfaces too. This paper highlights the implications of applying abductive reasoning to personalized implantable neurotechnologies. Then, it explores whether abductive reasoning is sufficient to justify insurance coverage for devices absent widespread clinical trials, which are better applied to one-size-fits-all treatments. INTRODUCTION In contrast to the classic model of randomized-control trials, often with a large number of (...) subjects enrolled, precision medicine attempts to optimize therapeutic outcomes by focusing on the individual.[i] A recent publication highlights the strengths and weakness of both traditional evidence-based medicine and precision medicine.[ii] Plus, it outlines a tension in the shift from evidence-based medicine’s inductive reasoning style (the collection of data to postulate general theories) to precision medicine’s abductive reasoning style (the generation of an idea from the limited data available).[iii] The paper’s main example is the application of precision medicine for the treatment of cancer.[iv] I argue that this examination and appreciation for the shift to abductive reasoning should be extended to the intersection of neuroscience and novel brain-computer interfaces too. As the name suggests, brain-computer interfaces are a significant advancement in neurotechnology that directly connects someone’s brain to external or implanted devices.[v] Among the various kinds of brain-computer interfaces, adaptive deep brain stimulation devices require numerous personalized adjustments to their settings during the implantation and computation stages in order to provide adequate relief to patients with treatment-resistant disorders. What makes these devices unique is how adaptive deep brain stimulation integrates a sensory component to initiate the stimulation. While not commonly at the level of sophistication as self-supervising or generative large language models,[vi] they currently allow for a semi-autonomous form of neuromodulation. This paper highlights the implications of applying abductive reasoning to personalized implantable neurotechnologies. Then, it explores whether abductive reasoning is sufficient to justify insurance coverage for devices absent widespread clinical trials, which are better applied to one-size-fits-all treatments.[vii] ANALYSIS I. The State of Precision Medicine in Oncology and the Epistemological Shift While a thorough overview of precision medicine for the treatment of cancer is beyond the scope of this article, its practice can be roughly summarized as identifying clinically significant characteristics a patient possesses (e.g., genetic traits) to land on a specialized treatment option that, theoretically, should benefit the patient the most.[viii] However, in such a practice of stratification patients fall into smaller and smaller populations and the quality of evidence that can be applied to anyone outside these decreases in turn.[ix] As inductive logic helps to articulate, the greater the number of patients that respond to a particular therapy the higher the probability of its efficacy. By straying from this logical framework, precision medicine opens the treatment of cancer to more uncertainty about the validity of these approaches to the resulting disease subcategories.[x] Thus, while contemporary medical practices explicitly describe some treatments as “personalized”, they ought not be viewed as inherently better founded than other therapies.[xi] A relevant contemporary case of precision medicine out of Norway focuses on the care of a patient with cancer between the ventricles of the heart and esophagus, which had failed to respond to the standard regimen of therapies over four years.[xii] In a last-ditch effort, the patient elected to pay out-of-pocket for an experimental immunotherapy (nivolumab) at a private hospital. He experienced marked improvements and a reduction in the size of the tumor. Understandably, the patient tried to pursue further rounds of nivolumab at a public hospital. However, the hospital initially declined to pay for it given the “lack of evidence from randomised clinical trials for this drug relating to this [patient’s] condition.”[xiii] In rebuttal to this claim, the patient countered that he was actually similar to a subpopulation of patients who responded in “open‐label, single arm, phase 2 studies on another immune therapy drug” (pembrolizumab).[xiv] Given this interpretation of the prior studies and the patient’s response, further rounds of nivolumab were approved. Had the patient not had improvements in the tumor’s size following a round of nivolumab, then pembrolizumab’s prior empirical evidence in isolation would have been insufficient, inductively speaking, to justify his continued use of nivolumab.[xv] The case demonstrates a shift in reasoning from the traditional induction to abduction. The phenomenon of ‘cancer improvement’ is considered causally linked to nivolumab and its underlying physiological mechanisms.[xvi] However, “the weakness of abductions is that there may always be some other better, unknown explanation for an effect. The patient may for example belong to a special subgroup that spontaneously improves, or the change may be a placebo effect. This does not mean, however, that abductive inferences cannot be strong or reasonable, in the sense that they can make a conclusion probable.”[xvii] To demonstrate the limitations of relying on the abductive standard in isolation, commentators have pointed out that side effects in precision medicine are hard to rule out as being related to the initial intervention itself unless trends from a group of patients are taken into consideration.[xviii] As artificial intelligence (AI) assists the development of precision medicine for oncology, this uncertainty ought to be taken into consideration. The implementation of AI has been crucial to the development of precision medicine by providing a way to combine large patient datasets or a single patient with a large number of unique variables with machine learning to recommend matches based on statistics and probability of success upon which practitioners can base medical recommendations.[xix] The AI is usually not establishing a causal relationship[xx] – it is predicting. So, as AI bleeds into medical devices, like brain-computer interfaces, the same cautions about using abductive reasoning alone should be carried over. II. Responsive Neurostimulation, AI, and Personalized Medicine Like precision medicine in cancer treatment, computer-brain interface technology similarly focuses on the individual patient through personalized settings. In order to properly expose the intersection of AI, precision medicine, abductive reasoning, and implantable neurotechnologies, the descriptions of adaptive deep brain stimulation systems need to deepen.[xxi] As a broad summary of adaptive deep brain stimulation, to provide a patient with the therapeutic stimulation, a neural signal, typically referred to as a local field potential,[xxii] must first be detected and then interpreted by the device. The main adaptive deep brain stimulation device with premarket approval, the NeuroPace Responsive Neurostimulation system, is used to treat epilepsy by detecting and storing “programmer-defined phenomena.”[xxiii] Providers can optimize the detection settings of the device to align with the patient’s unique electrographic seizures as well as personalize the reacting stimulation’s parameters.[xxiv] The provider adjusts the technology based on trial and error. One day machine learning algorithms will be able to regularly aid this process in myriad ways, such as by identifying the specific stimulation settings a patient may respond to ahead of time based on their electrophysiological signatures.[xxv] Either way, with AI or programmers, adaptive neurostimulation technologies are individualized and therefore operate in line with precision medicine rather than standard treatments based on large clinical trials. Contemporary neurostimulation devices are not usually sophisticated enough to be prominent in AI discussions where the topics of neural networks, deep learning, generative models, and self-attention dominate the conversation. However, implantable high-density electrocorticography arrays (a much more sensitive version than adaptive deep brain stimulation systems use) have been used in combination with neural networks to help patients with neurologic deficits from a prior stroke “speak” through a virtual avatar.[xxvi] In some experimental situations, algorithms are optimizing stimulation parameters with increasing levels of independence.[xxvii] An example of neurostimulation that is analogous to the use of nivolumab in Norway surrounds a patient in the United States who was experiencing both treatment-resistant OCD and temporal lobe epilepsy.[xxviii]Given the refractory nature of her epilepsy, implantation of an adaptive deep brain stimulation system was indicated. As a form of experimental therapy, her treatment-resistant OCD was also indicated for the off-label use of an adaptive deep brain stimulation set-up. Another deep brain stimulation lead, other than the one implanted for epilepsy, was placed in the patient’s right nucleus accumbens and ventral pallidum region given the correlation these nuclei had with OCD symptoms in prior research. Following this, the patient underwent “1) ambulatory, patient-initiated magnet-swipe storage of data during moments of obsessive thoughts; (2) lab-based, naturalistic provocation of OCD-related distress (naturalistic provocation task); and (3) lab-based, VR [virtual reality] provocation of OCD-related distress (VR provocation task).”[xxix] Such signals were used to identify when to deliver the therapeutic stimulation in order to counter the OCD symptoms. Thankfully, following the procedure and calibration the patient exhibited marked improvements in their OCD symptoms and recently shared her results publicly.[xxx] In both cases, there is a similar level of abductive justification for the efficacy of the delivered therapy. In the case study in which the patient was treated with adaptive deep brain stimulation, they at least had their neural activity tested in various settings to determine the optimum parameters for treatment to avoid them being based on guesswork. Additionally, the adaptive deep brain stimulation lead was already placed before the calibration trials were conducted, meaning that the patient had already taken on the bulk of the procedural risk before the efficacy could be determined. Such an efficacy test could have been replicated in the first patient’s cancer treatment, had it been biopsied and tested against the remaining immunotherapies in vitro. Yet, in the case of cancer with few options, one previous dose of a drug that appeared to work on the patient may justify further doses. However, as the Norwegian case presents, corroboration with known responses to a similar drug (from a clinical trial) could be helpful to validate the treatment strategy. (It should be noted that both patients were resigned to these last resort options regardless of the efficacy of treatment.) There are some elements of inductive logic seen with adaptive deep brain stimulation research in general. For example, abductively the focus could be that patient X’s stimulation parameters are different from patient Y’s and patient Z’s. In contrast, when grouped as subjects who obtained personalized stimulation, patients X, Y, and Z demonstrate an inductive aspect to this approach’s safety and/or efficacy. The OCD case holds plenty of abductive characteristics in line with precision medicine’s approach to treating cancer and as more individuals try the method, there will be additional data. With the gradual integration of AI into brain-computer interfaces in the name of efficacy, this reliance on abduction will continue, if not grow, over time. Moving forward, if a responsive deep brain stimulation treatment is novel and individualized (like the dose of nivolumab) and there is some other suggestion of efficacy (like clinical similarities to other patients in the literature), then it may justify insurance coverage for the investigative intervention, absent other unrelated reasons to deny it. III. Ethical Implications and Next Steps While AI’s use in oncology and neurology is not yet as prominent as its use in other fields (e.g., radiology), it appears to be on the horizon for both.[xxxi] AI can be found in both the functioning of the neurotechnologies as well as the implementation of precision medicine. The increasing use of AI may serve to further individualize both oncologic and neurological therapies. Given these implications and the handful of publications cited in this article, it is important to have a nuanced evaluation of how these treatments, which heavily rely on abductive justification, ought to be managed. The just use an abductive approach may be difficult as AI infused precision medicine is further pursued. At baseline, such technology relies on a level of advanced technology literacy among the general public and could exclude populations who lack access to basic technological infrastructure or know-how from participation.[xxxii] Even among nations with adequate infrastructure, as more patients seek out implantable neurotechnologies, which require robust healthcare resources, the market will favor patient populations that can afford this complex care.[xxxiii] If patients already have the means to pay for an initial dose/use of a precision medicine product out of pocket, should insurance providers be required to cover subsequent treatments?[xxxiv] That is, if a first dose of a cancer drug or a deep brain stimulator over its initial battery life is successful, patients may feel justified in having the costs of further treatments covered. The Norwegian patient’s experience implies there is a precedent for the idea that some public insurance companies ought to cover successful cancer therapies, however, insurance companies may not all see themselves as obligated to cover neurotechnologies that rely on personalized settings or that are based on precision/abductive research more than on clinical trials. CONCLUSION The fact that the cases outlined above rely on abductive style of reasoning implies that there may not be as strong a justification for coverage by insurance, as they are both experimental and individualized, when compared to the more traditional large clinical trials in which groups have the same or a standardized protocol (settings/doses). If a study is examining the efficacy of a treatment with a large cohort of patients or with different experimental groups/phases, insurance companies may conclude that the resulting symptom improvements are more likely to be coming from the devices themselves. A preference for inductive justification may take priority when ruling in favor of funding someone’s continued use of an implantable neurostimulator. There are further nuances to this discussion surrounding the classifications of these interventions as research versus clinical care that warrant future exploration, since such a distinction is more of a scale[xxxv] than binary and could have significant impacts on the “right-to-try” approach to experimental therapies in the United States.[xxxvi] Namely, given the inherent limitations of conducting large cohort trials for deep brain stimulation interventions on patients with neuropsychiatric disorders, surgically innovative frameworks that blend abductive and inductive methodologies, like with sham stimulation phases, have traditionally been used.[xxxvii] Similarly, for adaptive brain-computer interface systems, if there are no large clinical trials and instead only publications that demonstrate that something similar worked for someone else, then, in addition to the evidence that the first treatment/dose worked for the patient in question, the balance of reasoning would be valid and arguably justify insurance coverage. As precision approaches to neurotechnology become more common, frameworks for evaluating efficacy will be crucial both for insurance coverage and for clinical decision making. ACKNOWLEDGEMENT This article was originally written as an assignment for Dr. Francis Shen’s “Bioethics & AI” course at Harvard’s Center for Bioethics. I would like to thank Dr. Shen for his comments as well as my colleagues in the Lázaro-Muñoz Lab for their feedback. - [i] Jonathan Kimmelman and Ian Tannock, “The Paradox of Precision Medicine,” Nature Reviews. Clinical Oncology 15, no. 6 (June 2018): 341–42, https://doi.org/10.1038/s41571-018-0016-0. [ii] Henrik Vogt and Bjørn Hofmann, “How Precision Medicine Changes Medical Epistemology: A Formative Case from Norway,” Journal of Evaluation in Clinical Practice 28, no. 6 (December 2022): 1205–12, https://doi.org/10.1111/jep.13649. [iii] David Barrett and Ahtisham Younas, “Induction, Deduction and Abduction,” Evidence-Based Nursing 27, no. 1 (January 1, 2024): 6–7, https://doi.org/10.1136/ebnurs-2023-103873. [iv] Vogt and Hofmann, “How Precision Medicine Changes Medical Epistemology,” 1208. [v] Wireko Andrew Awuah et al., “Bridging Minds and Machines: The Recent Advances of Brain-Computer Interfaces in Neurological and Neurosurgical Applications,” World Neurosurgery, May 22, 2024, S1878-8750(24)00867-2, https://doi.org/10.1016/j.wneu.2024.05.104. [vi] Mark Riedl, “A Very Gentle Introduction to Large Language Models without the Hype,” Medium (blog), May 25, 2023, https://mark-riedl.medium.com/a-very-gentle-introduction-to-large-language-models-without-the-hype-5f6794 1fa59e. [vii] David E. Burdette and Barbara E. Swartz, “Chapter 4 - Responsive Neurostimulation,” in Neurostimulation for Epilepsy, ed. Vikram R. Rao (Academic Press, 2023), 97–132, https://doi.org/10.1016/B978-0-323-91702-5.00002-5. [viii] Kimmelman and Tannock, 2018. [ix] Kimmelman and Tannock, 2018. [x] Simon Lohse, “Mapping Uncertainty in Precision Medicine: A Systematic Scoping Review,” Journal of Evaluation in Clinical Practice 29, no. 3 (April 2023): 554–64, https://doi.org/10.1111/jep.13789. [xi] Kimmelman and Tannock, “The Paradox of Precision Medicine.” [xii] Vogt and Hofmann, 1206. [xiii] Vogt and Hofmann, 1206. [xiv] Vogt and Hofmann, 1206. [xv] Vogt and Hofmann, 1207. [xvi] Vogt and Hofmann, 1207. [xvii] Vogt and Hofmann, 1207. [xviii] Vogt and Hofmann, 1210. [xix] Mehar Sahu et al., “Chapter Three - Artificial Intelligence and Machine Learning in Precision Medicine: A Paradigm Shift in Big Data Analysis,” in Progress in Molecular Biology and Translational Science, ed. David B. Teplow, vol. 190, 1 vols., Precision Medicine (Academic Press, 2022), 57–100, https://doi.org/10.1016/bs.pmbts.2022.03.002. [xx] Stefan Feuerriegel et al., “Causal Machine Learning for Predicting Treatment Outcomes,” Nature Medicine 30, no. 4 (April 2024): 958–68, https://doi.org/10.1038/s41591-024-02902-1. [xxi] Sunderland Baker et al., “Ethical Considerations in Closed Loop Deep Brain Stimulation,” Deep Brain Stimulation 3 (October 1, 2023): 8–15, https://doi.org/10.1016/j.jdbs.2023.11.001. [xxii] David Haslacher et al., “AI for Brain-Computer Interfaces,” 2024, 7, https://doi.org/10.1016/bs.dnb.2024.02.003. [xxiii] Burdette and Swartz, “Chapter 4 - Responsive Neurostimulation,” 103–4; “Premarket Approval (PMA),” https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpma/pma.cfm?id=P100026. [xxiv] Burdette and Swartz, “Chapter 4 - Responsive Neurostimulation,” 104. [xxv] Burdette and Swartz, 126. [xxvi] Sean L. Metzger et al., “A High-Performance Neuroprosthesis for Speech Decoding and Avatar Control,” Nature 620, no. 7976 (August 2023): 1037–46, https://doi.org/10.1038/s41586-023-06443-4. [xxvii] Hao Fang and Yuxiao Yang, “Predictive Neuromodulation of Cingulo-Frontal Neural Dynamics in Major Depressive Disorder Using a Brain-Computer Interface System: A Simulation Study,” Frontiers in Computational Neuroscience 17 (March 6, 2023), https://doi.org/10.3389/fncom.2023.1119685; Mahsa Malekmohammadi et al., “Kinematic Adaptive Deep Brain Stimulation for Resting Tremor in Parkinson’s Disease,” Movement Disorders 31, no. 3 (2016): 426–28, https://doi.org/10.1002/mds.26482. [xxviii] Young-Hoon Nho et al., “Responsive Deep Brain Stimulation Guided by Ventral Striatal Electrophysiology of Obsession Durably Ameliorates Compulsion,” Neuron 0, no. 0 (October 20, 2023), https://doi.org/10.1016/j.neuron.2023.09.034. [xxix] Nho et al. [xxx] Nho et al.; Erik Robinson, “Brain Implant at OHSU Successfully Controls Both Seizures and OCD,” OHSU News, accessed March 3, 2024, https://news.ohsu.edu/2023/10/25/brain-implant-at-ohsu-successfully-controls-both-seizures-and-ocd. [xxxi] Awuah et al., “Bridging Minds and Machines”; Haslacher et al., “AI for Brain-Computer Interfaces.” [xxxii] Awuah et al., “Bridging Minds and Machines.” [xxxiii] Sara Green, Barbara Prainsack, and Maya Sabatello, “The Roots of (in)Equity in Precision Medicine: Gaps in the Discourse,” Personalized Medicine 21, no. 1 (January 2024): 5–9, https://doi.org/10.2217/pme-2023-0097. [xxxiv] Green, Prainsack, and Sabatello, 7. [xxxv] Robyn Bluhm and Kirstin Borgerson, “An Epistemic Argument for Research-Practice Integration in Medicine,” The Journal of Medicine and Philosophy: A Forum for Bioethics and Philosophy of Medicine 43, no. 4 (July 9, 2018): 469–84, https://doi.org/10.1093/jmp/jhy009. [xxxvi] Vijay Mahant, “‘Right-to-Try’ Experimental Drugs: An Overview,” Journal of Translational Medicine 18 (June 23, 2020): 253, https://doi.org/10.1186/s12967-020-02427-4. [xxxvii] Michael S. Okun et al., “Deep Brain Stimulation in the Internal Capsule and Nucleus Accumbens Region: Responses Observed during Active and Sham Programming,” Journal of Neurology, Neurosurgery & Psychiatry 78, no. 3 (March 1, 2007): 310–14, https://doi.org/10.1136/jnnp.2006.095315. (shrink)

Photo ID 71252867© Stepan Popov| Dreamstime.com Abstract While Medical Assistance in Dying (MAiD) has been legalized in Canada since 2016, it still excludes eligibility for persons who have mental illness as a sole underlying medical condition. This temporary exclusion was set to expire on March 17th, 2024, but was set 3 years further back by the Government of Canada to March 17th, 2027. This paper presents a critical appraisal of the case of MAiD for individuals with mental illness as the (...) sole underlying medical condition through the analysis of three ethical theories: principlism, deontology, and utilitarianism. Through evidence and discussion, it will be demonstrated that MAiD, in this context, may be ethically justifiable on the grounds of upholding human rights, protecting dignity, and minimizing suffering. Introduction In June of 2016, Medical Assistance in Dying (MAiD) was legalized in Canada.[1] Throughout the first six years, a temporary exclusion of eligibility for persons suffering solely from mental illness was extended.[2] The exclusion of mental illness as a sole underlying medical condition was set to expire on March 17, 2024.[3] However, on February 1, 2024, just over a month before the set expiration, the Government of Canada once again extended the exclusion, this time setting it back three years to March 17, 2027. There are currently several countries that allow MAiD for mental illness, including Belgium, the Netherlands, and Luxembourg.[4] Some countries, like Spain,[5] do not give specific guidance, leaving the matter under discussion by ethicists and courts. In these countries, there are specific (although different) requirements for the process; overall, for mental illness, the illness must be verifiable and not simply related to a perception of satisfaction with the length of life. This extension ignited discussion on whether MAiD for persons who have mental illness as a sole underlying medical condition in Canada is ethically acceptable. As a complex, multi-faceted, and interdisciplinary issue, ethicists assessing MAiD must take into account various moral obligations and considerations. This paper analyses MAiD in this context through the application of three ethical theories: principlism, deontology, and utilitarianism. This paper concludes that, based on the current evidence and knowledge of this developing situation, MAiD for persons with mental illness in Canada may be ethically justified on the grounds of upholding human rights, labour obligations, and dignity. Through the exploration of research and discussions, it will be demonstrated that society at large ought to protect liberty and act towards relieving suffering, thereby supporting the potential eligibility of MAiD for persons who have mental illness. Principlism: The Capacity and Ability to Assess and Decide for One’s Own Life Principlism is the application of four principles: autonomy, beneficence, non-maleficence, and justice. Principlism supports permitting MAiD for mental illness due to the importance of autonomy in decision-making, equitable and just practices for MAiD assessors, and reducing suffering for patients and their family member(s) and/or friend(s). Carter v. Canada, the Canadian Supreme Court ruling of 2015—which changed Canadian law to allow for MAiD—held that the prohibition of MAiD infringed on Canadians’ right to “life, liberty, and the security of the person.” In a unanimous decision, the Supreme Court of Canada decided that the criminal prohibition of MAiD violates the Canadian Charter of Rights and Freedoms.[6] The Court concluded that the criminal law prohibiting MAiD interfered with people’s autonomy and dignity, which are protected by the rights of liberty and security of the person.[7] The ruling emphasized that Canada’s constitution reflects the fundamental importance of individual autonomy in personal decision-making. Research provides evidence that MAiD improves autonomy: A study among psychiatric patients found that 8 of 48 psychiatric patients said the mere option of accessing MAiD was enough to assess their future options for living wholly.[8] These findings complement a study entailing interviews with 30 adults who have mental illness, which emphasized that the ability to access MAiD allows individuals to analyze their quality of life, envision their desired future, and make decisions accordingly.[9] Although not all participants agreed that mental illness as the only underlying medical condition was appropriate for MAiD eligibility, many participants agreed that patient autonomy in decision-making was paramount and should be respected. However, autonomy as an ethical principle does not immediately grant all persons with mental illness the option to access MAiD. There are multiple eligibility criteria for those who wish to receive MAiD, which still must be approved and assessed. Currently, eligibility criteria for MAiD states that individuals must “give informed consent to receive MAiD, meaning that the person has consented to receiving MAiD after they have received all information needed to make this decision.”[10] Consent requires capability or capacity, which is the ability to understand relevant information, appreciate its potential consequences, and make an informed decision for oneself.[11] Like for many other diseases, disabilities, and conditions, patient capability is determined on a case-by-case basis.[12] Given the stigma surrounding those struggling with mental health, this thorough case-by-case examination of an individual patient’s capability and capacity without prejudice or partiality should lead to equitable and fair treatment. Without appropriate testing, those with mental illness could be wrongly stripped of their decision-making power. Arguments against MAiD for those with mental illness have raised concerns about the potential for individuals to harm themselves and others. A survey of MAiD providers demonstrated that physicians believed that the bereavement experience following MAiD is challenging and profoundly distinct and that bereavement support for all members involved should be required.[13] However, while watching one die (of MAiD) may cause harm to their families, friends, and support system at large, it is also important to recognize that watching someone suffer and struggle through their mental health journey also poses significant harm. Qualitative studies in Ontario, Canada, have interviewed family members of persons with mental illness as a sole medical condition, and interviewees shared that witnessing the illness and its impacts on their close one's lives was a very difficult experience.[14] As it relates to MAiD, participants emphasized that those living with mental illness are in the best position to understand their own pain and suffering and, in turn, make their own decisions about relief.[15] In an interview, a MAiD provider stated that MAiD may provide less suffering and more peace, and that, although it “depends on the family,... usually the family is more prepared and at peace.”[16] On the contrary, a person who has mental illness may perceive choosing MAiD as beneficial to their family member(s) and/or friend(s). Among those who died by MAiD in 2021, 35.7 percent reported that they perceived themselves as a burden on their family and friends.[17] While some authors report their concerns regarding such social burden as a potential driving factor for MAiD requests, others report that there are other additional burdens associated with requesting MAiD that may be financial, societal, and personal.[18] As such, the extension of MAiD eligibility to those with mental illness will likely only allow a small number of people to be granted MAiD.[19] Many others will be diverted to appropriate services and treatments. Patients’ decision to choose MAID noted their ability to make choices about their own care, reflecting the value of autonomy.[20] Although it is difficult to determine what is good for families in individual cases, MAiD presents an option that is both beneficent and non-maleficent. Therefore, these arguments satisfy the principles which do not necessarily conflict with MAiD. Deontology: The Duty to Recognize Vulnerability and Relieve Suffering The argument here begins with the fundamental focus of deontology—that moral duty lies in an action rather than in its consequences. Further discussion is required to analyze the impact of MAiD on healthcare workers. The Canadian Medical Association (CMA) Code of Ethics and Professionalism requires physicians to abide by virtues, commitments, and responsibilities in delivering health care and service.[21] The code states that “a compassionate physician recognizes suffering and vulnerability, … and alleviate[s] the patient’s suffering.”[22] In the context of MAiD for persons with mental illness as a sole underlying medical condition, vulnerabilities could be wide in range. Many Canadians are concerned with the interaction between mental health and other social determinants of health, such as the lack of medical, disability, financial, housing, and social support and resources.[23] As a result, another layer to the ethical issue arises: Does permitting MAiD for mental illness treat the symptoms of the issue rather than the root problem itself (social, economic, and systemic inequities)? Some argue against MAiD, stating that the nation should first focus on developing better quality care and service.[24] Others support MAiD as a potential harm reduction approach, given that most of these unjust conditions require a higher level of long-term structural and public policy overhaul.[25] The CMA Code also calls upon physicians to recognize and alleviate patients’ suffering. Some argue that while physicians and medical professionals do work to relieve suffering, they are trained to do so through a primary care-based diagnose-and-treat approach.[26] Studies that have captured Canadian physicians’ experiences providing MAiD report that, although physicians stated that the work was rewarding, it came with many challenges, including strained relationships with coworkers, increased workload, and inadequate compensation.[27] Physicians report that a part of the problem is that MAiD rules are written by lawyers and experts who are removed from its reality in medical practice. As a result, there is a lack of clarity surrounding practice norms and a lack of support for physicians.[28] Thus, while healthcare practitioners have a duty to relieve patients’ suffering, they should feel adequately trained and supported in doing so. If physicians and healthcare professionals recognize vulnerability and relieve suffering, then they should act accordingly, regardless of potential associations or outcomes. Making persons with mental illness eligible for MAiD ensures that treatment to relieve their suffering is available. However, it is imperative that there are sufficient resources and support available to healthcare professionals to ensure that they feel prepared and supported to provide MAiD, should they wish to do so. Utilitarianism: Minimizing Intolerable Suffering and Dying with Dignity Overall, utilitarianism is largely concerned with the greatest happiness principle—to increase the amount of happiness for the greatest number of people. So far, this paper has analyzed individual, family, and practitioner-based ethical considerations. But if MAiD were to be extended to those with mental illness as a singular underlying medical condition, what implications would this have for the world and society at large? There is a global drive toward authorizing organized ending of life, with an increasing number of countries legalizing MAiD.[29] The medical system is generally seen as a safe and appropriate system to carry out MAiD, especially when suicide and self-harm are regarded as “alternatives.” Yet despite these worldwide efforts, many argue through the theory of utilitarianism that the inability to see long-term consequences renders MAiD a premature solution, particularly for those who are unable or unwilling to seek other forms of potentially healing treatment or for those who may undergo MAiD only for a technological innovation or biomedical advancement to later come along as a potential cure.[30] While it is true that MAiD does not prevent these “premature deaths,” it is also true that it does not claim to.[31] MAiD provides an option to alleviate intolerable suffering. Some individuals with severe mental illness do describe their condition as intolerable suffering. MAiD is seen as an option to minimize suffering. It can also be seen as a way to die with dignity and relief.[32] While predicting outcomes is difficult, extending MAiD eligibility for persons experiencing mental illness does not undermine its ability to end suffering. It allows eligible individuals to take charge of their health, their life, and their future. Conclusion Based on the current evidence, allowing MAiD for persons with mental illness as their sole underlying medical condition presents as an ethically justifiable action. The right to self-determination and fair accessibility demonstrates that there is more harm done by prohibiting MAiD for mental illness than allowing it. Such liberty is a right, and in the context of relieving suffering, it is a duty that healthcare workers must uphold, although the ability to opt out of providing MAiD is well established. Thus, to recognize vulnerability and relieve suffering means to provide methods, such as MAiD, for those deeply impacted by mental illness. These justifications stand at both the individual level and for society at large. Nevertheless, it remains imperative to take an upstream approach that addresses the social determinants of health and aims to prevent mental illness and promote long-term, beneficial social change for those suffering, struggling, and vulnerable in our communities. - [1] Jaro Kotalik and David W. Shannon, Medical Assistance in Dying (MAID) in Canada Key Multidisciplinary Perspectives, 1st ed. 2023., The International Library of Bioethics, 104 (Cham: Springer International Publishing, 2023), https://doi.org/10.1007/978-3-031-30002-8. [2] Department of Justice Government of Canada, “Canada’s Medical Assistance in Dying (MAID) Law,” February 21, 2024, https://www.justice.gc.ca/eng/cj-jp/ad-am/bk-di.html. [3] Health Canada, “Final Report of the Expert Panel on MAiD and Mental Illness,” transparency - other, May 13, 2022, https://www.canada.ca/en/health-canada/corporate/about-health-canada/public-engagement/external-advisory- bodies/expert-panel-maid-mental-illness/final-report-expert-panel-maid-mental-illness.html. [4] Federal Public Service (FPS) Health Belgium, “Federal Commission for the Control and Evaluation of Euthanasia,” n.d., https://consultativebodies.health.belgium.be/en/advisory-and-consultative-bodies/federal-commission-contr ol-and-evaluation-euthanasia.; Government of Netherlands, “Is Euthanasia Allowed in the Netherlands?,” n.d., https://www.government.nl/topics/euthanasia/is-euthanasia-allowed.; “Information on Requesting Euthanasia or Assisted Suicide,” n.d., https://guichet.public.lu/en/citoyens/sante/fin-vie/euthanasie/euthanasie-assistance-suicide.html. [5] Luis Espericueta, First official report on euthanasia in Spain: A comparison with the Canadian and New Zealand experiences, Medicina Clínica (English Edition), Volume 161, Issue 10, 2023, Pages 445-447, ISSN 2387-0206, https://doi.org/10.1016/j.medcle.2023.06.021. [6] Government of Canada, “The Canadian Charter of Rights and Freedoms,” March 15, 2021, https://www.justice.gc.ca/eng/csj-sjc/rfc-dlc/ccrf-ccdl/. [7] Supreme Court of Canada, “Carter v. Canada,” Constitutional Law, 2015, https://scc-csc.lexum.com/scc-csc/scc-csc/en/item/14637/index.do.; Kotalik and Shannon, Medical Assistance in Dying (MAID) in Canada Key Multidisciplinary Perspectives. [8] Karandeep Sonu Gaind, “What Does ‘Irremediability’ in Mental Illness Mean?,” Canadian Journal of Psychiatry. Revue Canadienne de Psychiatrie 65, no. 9 (September 2020): 604–6, https://doi.org/10.1177/0706743720928656; Lieve Thienpont et al., “Euthanasia Requests, Procedures and Outcomes for 100 Belgian Patients Suffering from Psychiatric Disorders: A Retrospective, Descriptive Study,” BMJ Open 5, no. 7 (July 27, 2015): e007454, https://doi.org/10.1136/bmjopen-2014-007454. [9] Hamer Bastidas-Bilbao et al., “Walking Alongside: Views of Family Members on Medical Assistance in Dying for Mental Illness as the Sole Underlying Medical Condition,” Qualitative Health Research 33 (September 29, 2023), https://doi.org/10.1177/10497323231197365. [10] Government of Canada, “Canada’s Medical Assistance in Dying (MAID) Law.” [11] Commission sur les soins de fin de vie, “Les conditions de l’admissibilité à l’aide médicale à mourir au Québec: la constance dans l’évolution de la loi concernant les soins de fin de vie,” June 9, 2023, https://csfv.gouv.qc.ca/ fileadmin/docs/autres_rapports/csfv_lcsfv_conditions_ amm_2023-06-29.pdf.; Trudo Lemmens, “When Death Becomes Therapy: Canada’s Troubling Normalization of Health Care Provider Ending of Life,” The American Journal of Bioethics 23, no. 11 (November 2, 2023): 79–84, https://doi.org/10.1080/15265161.2023.2265265. [12] Justine Dembo, Udo Schuklenk, and Jonathan Reggler, “‘For Their Own Good’: A Response to Popular Arguments Against Permitting Medical Assistance in Dying (MAID) Where Mental Illness Is the Sole Underlying Condition,” Canadian Journal of Psychiatry. Revue Canadienne De Psychiatrie 63, no. 7 (July 2018): 451–56, https://doi.org/10.1177/0706743718766055. [13] Konia Trouton et al., “Attitudes and Expectations Regarding Bereavement Support for Patients, Family Members, and Friends: Findings from a Survey of MAID Providers,” British Columbia Medical Journal 62, no. 1 (2020). [14] Bastidas-Bilbao et al., “Walking Alongside.” [15] Bastidas-Bilbao et al. [16] Trouton et al., “Attitudes and Expectations Regarding Bereavement Support for Patients, Family Members, and Friends: Findings from a Survey of MAID Providers,” 2020. [17] Ramona Coelho et al., “The Realities of Medical Assistance in Dying in Canada,” Palliative & Supportive Care 21, no. 5 (October 2023): 871–78, https://doi.org/10.1017/S1478951523001025; Health Canada, “Third Annual Report on Medical Assistance in Dying in Canada 2021,” report on plans and priorities;transparency - other, July 26, 2022, https://www.canada.ca/en/health-canada/services/publications/health-system-services/annual-report-medical -assistance-dying-2021.html; Lemmens, “When Death Becomes Therapy.” [18] Coelho et al., “The Realities of Medical Assistance in Dying in Canada,” October 2023.; Bastidas-Bilbao et al., “Walking Alongside.” [19] Olivia Stefanovich, “Opposition Parties Call for Indefinite Pause to MAID Expansion for Mental Illness | CBC News,” Canadian Broadcasting Corporation, January 28, 2024, https://www.cbc.ca/news/politics/special-joint-committee-maid-mental-illness-report-1.7095679; Benjamin Lopez Steven, “Number of Assisted Deaths Jumped More than 30 per Cent in 2022, Report Says | CBC News,” Canadian Broadcasting Corporation, October 27, 2023, https://www.cbc.ca/news/politics/maid-canada-report-2022-1.7009704. [20] Hamer Bastidas-Bilbao et al., “Searching for Relief from Suffering: A Patient-Oriented Qualitative Study on Medical Assistance in Dying for Mental Illness as the Sole Underlying Medical Condition,” Social Science & Medicine 331 (August 1, 2023): 116075, https://doi.org/10.1016/j.socscimed.2023.116075. [21] Canadian Medical Association, “Canadian Medical Association Code of Ethics and Professionalism” (Canada: Canadian Medical Association, December 8, 2018), https://policybase.cma.ca/link/policy13937. [22] Canadian Medical Association. [23] Coelho et al., “The Realities of Medical Assistance in Dying in Canada,” October 2023; Stefanovich, “Opposition Parties Call for Indefinite Pause to MAID Expansion for Mental Illness | CBC News.” [24] John Paul Tasker, “Liberal Government Promoting a ‘culture of Death’ with Medical Assistance in Dying Law, Conservative MP Says | CBC News,” Canadian Broadcasting Corporation, March 6, 2023, https://www.cbc.ca/news/politics/culture-of-death-medical-assistance-in-dying-mental-illness-1.6769504. [25] Coelho et al., “The Realities of Medical Assistance in Dying in Canada,” October 2023; Kayla Wiebe and Amy Mullin, “Choosing Death in Unjust Conditions: Hope, Autonomy and Harm Reduction,” Journal of Medical Ethics, April 26, 2023, https://doi.org/10.1136/jme-2022-108871. [26] Ramona Coelho et al., “The Realities of Medical Assistance in Dying in Canada,” Palliative & Supportive Care 21, no. 5 (October 2023): 871–78, https://doi.org/10.1017/S1478951523001025. [27] Konia Trouton et al., “Attitudes and Expectations Regarding Bereavement Support for Patients, Family Members, and Friends: Findings from a Survey of MAID Providers,” British Columbia Medical Journal 62, no. 1 (2020), https://bcmj.org/articles/attitudes-and-expectations-regarding-bereavement-support-patients-family-member s-and.; William Robert Nielsen, “MAiD in Canada: Ethical Considerations in Medical Assistance in Dying,” Canadian Journal of Bioethics 4, no. 2 (December 9, 2021): 93–98, https://doi.org/10.7202/1084456ar. [28] Coelho et al., “The Realities of Medical Assistance in Dying in Canada,” October 2023. [29] Lemmens, “When Death Becomes Therapy.” [30] William Robert Nielsen, “MAiD in Canada: Ethical Considerations in Medical Assistance in Dying,” Canadian Journal of Bioethics 4, no. 2 (December 1, 2021): 93–98, https://doi.org/10.7202/1084456ar. [31] Steven, “Number of Assisted Deaths Jumped More than 30 per Cent in 2022, Report Says | CBC News.” [32] A. Plaisance et al., “Quebec Population Highly Supportive of Extending Medical Aid in Dying to Incapacitated Persons and People Suffering Only from a Mental Illness: Content Analysis of Attitudes and Representations,” Ethics, Medicine and Public Health 21 (April 1, 2022): 100759, https://doi.org/10.1016/j.jemep.2022.100759. (shrink)

Photo ID 279661800 © Sidewaypics|Dreamstime.com ABSTRACT Decolonization is complex, vast, and the subject of an ongoing academic debate. While the many efforts to decolonize or dismantle the vestiges of colonialism that remain are laudable, they can also reinforce what they seek to end. For decolonization to be impactful, it must be done with epistemic and cultural humility, requiring decolonial scholars, project leaders, and well-meaning people to be more sensitive to those impacted by colonization and not regularly included in the discourse. (...) INTRODUCTION Decolonization is complex. To successfully achieve decolonization, projects should incorporate the voices of those subjugated or silenced. Including such voices requires sincerely exploring who has been affected by colonialism or neocolonialism and how, as well as cultural sensitivity. In its basic use, decolonization refers to countries under colonial rule gaining independence or freedom from forms of subjugation. Additionally, scholars use the term to refer to efforts to dismantle neocolonialism and vestiges of colonialism. The process includes de-silencing subjugated voices.[1] I use decolonization in the latter way to refer to countries with technical independence. While arguably colonization ended formally with independence from colonizing powers, neocolonialism is the indirect, informal, and sometimes subtle control of the people, their economy, and political life despite formal independence from colonizing authorities. I conceptualize neocolonialism as a system that involves direct and involuntary control of another’s political, economic, or social life, impacting their worldview and ways of encountering the world. Decolonization may target actions, places, or systems like health care or AI to overcome the ills of colonialism and neocolonialism. It also may target knowledge and require rethinking how people develop their knowledge base. For example, if people grew up seeing an outside colonizer as superior, they would need to change their knowledge of superiority. Decolonization may target power, for example, changing who owns and distributes COVID-19 vaccines and who distributors exclude in the distribution of vaccines. Decolonization could require looking at those disempowered in the distribution process. Additionally, decolonization may target autonomy of persons by freeing people, ensuring human and individual rights, and respecting cultural traditions. Decolonization projects that try to de-silence by including the voices of those affected by colonialism and neocolonialism must examine inclusiveness in the context of the culture of the subrogated individuals. Examples of decolonization projects include making datasets inclusive of diverse peoples and places, returning to traditional food and eating practices, making sure hospitals in developing countries are led by locals and respectful of cultural traditions, returning unethically obtained artefacts or objects. Another project would be laying the groundwork for equality in formerly colonized countries to ensure that business ownership, education, and financial success will flow fairly to those previously victimized by colonization. Summarily, there are many strategies for decolonizing. However, it is worth asking whether the strategies have risks that undermine the goal of decolonization. I. Understanding Decolonization Discourses Many fields, from AI to politics, economics, health care, aviation, and academia, discuss decolonization. The content of the discourse on decolonization depends on the region and field discussing it. Rather than just reporting on decolonization, the discussions may be calls to action. For example, decolonization discourses reflect activism for cognitive justice, such as equal consideration of Indian or African knowledge systems in global health discourses.[2] In politics and political science, some scholars frame decolonization as an anti-western, anti-colonial movement by Africans to emancipate Africa/ns from subjugation or shift the continent to postcolonialism and post-neo-colonialism. This framing walls off non-African participants and may undermine their capacity to benefit the conversation.[3] There are other political scientists who actively support decolonization and see it as a field of activism in support of anyone and countries where colonization harmed people and development.[4] The point is that two ways of conceptualizing decolonization in politics and political science are discernible. One conceptualization is less inclusive since it alienates scholars and professionals from Western, high-income, or developed countries. The other is more inclusive. In humanitarian studies, including philosophy, some decolonization articles and conversations are efforts to end the destructive force of colonization. They focus on either the form, such as ecocide, genocide, and many others, or the geographic location, such as Africa, Asia, Latin America, and Oceania.[5] Finally, the feelings one brings into this conversation can adversely impact how one engages in them and who they listen to or are willing to hear from. For example, anger, rage, bitterness, and hatred are emotions that are not uncommon in spaces of decolonization conversations. Decolonization conversations that originate from a place of negativity risk deepening the psychological state of victimhood and prevent people from disrupting constructively or critically engaging in the conversation.[6] II. Understanding Decolonization Strategies Decolonization strategies mainly aim to de-silence victims of domination or subjugation. People have proposed many strategies for decolonizing. These strategies may be informed by what the target is for decolonization. Decolonization can target power relations in global health. For example, during the COVID-19 pandemic, public health organizations noted the power imbalance in vaccine distribution. Decolonization could involve de-silencing those affected by neocolonialism to bring about a more balanced distribution of power and a more fair distribution of the vaccine. By analyzing who was adversely impacted by the distribution and who ought to wield power, those engaged in decolonizing advocated for positive change and equitable power relations. Equally, when being is the target of decolonization, the language of unlearning or relearning and mental decolonization take centre stage in the decolonization discourse. For example, the quest to decolonize colonized minds aims to demythologize African inferiority and Western superiority. Demythologizing African inferiority enables those engaged in the decolonization discourse to cultivate and foster African agency.[7] Finally, when knowledge production is the target of decolonization, scholars use inclusion and cognitive justice. For example, they try to alter the knowledge that underlies global health ethics.[8] “[D]decolonizing researchers aim to respectfully understand and integrate theory from Other(ed) perspectives, while also critically examining the underlying assumptions that inform their Western research framework.”[9] One common strategy that scholars use in decolonization is inclusion. It is worth asking, does including people who have been subrogated foster decolonization? Whether that is effective depends on whether included people are more heard or whether the strategies to include them create new forms of silencing. III. Inclusion and the Quest to Decolonize Evaluating how effective inclusion is in the quest to de-silence subjugated voices is important. First, inclusive strategies are not neutral. They are epistemically situated. This situatedness constrains meaning-making in different ways: how and what questions are asked, how social roles are constructed, organized or assigned, and who is admitted to the room where these conversations occur.[10] Inclusion strategies may reinforce (unchallenged) assumptions. For example, to address prejudices and stereotypes in global health images, Arsenii Alenichev and his colleagues[11] successfully inverted “one stereotypical global health image” by prompting a generative AI to produce “an image of a traditional Indian or African healer healing a White Child.” Although there were some problems with the image of the White child, this innovation is a significant, useful effort to de-embed or strip global health images of problematic pictures that mythologize White superiority and Black inferiority. Yet it is possible that using categories like traditional Indian or African reinforces unchallenged assumptions, raising key questions regarding how language and words create new stereotypes. It is common to define traditional as non-conventional, unorthodox, and informal. Yet studies continue to reveal that non-scientifically appraised healing approaches in India or Africa are not only effective but also real, meaningful, fundamental, and primary care-seeking behaviours in many communities in these regions.[12] Suppose inclusive strategies are not un-situated. These conversations may be had within the structures, language, and spaces built by or connected to colonialism. The spaces, language, places, and structures in which these conversations occur can limit who can participate and how they participate. Importantly, some conditions are not conducive to participation as equals. The allocated time for the discussion could also constrain how individuals express themselves. It is unclear who is ultimately heard. Furthermore, epistemic situatedness of inclusion can impact decolonization conversations when participants are beneficiaries of, products of, and trained by structures and systems they seek to dismantle. To enhance the decolonization project and its goals, a pressing task is to unveil and question how the circumstances may inhibit activism. If the vestiges of colonialism continue to structure the decolonization discourse invisibly, the vestiges may undermine decolonization. For example, a public health discussion that includes white Western doctors and Western pharmaceutical executives in Africa may have many local Africans at the table but could still effectively devalue their input based on built-in assumptions and biases that are vestiges of colonialism. Second, exclusion and inclusion are also not binary. Individuals may experience exclusion, even while included (the phenomenon called internal exclusion). In other words, inclusion can fail to be substantial or become a means of enhancing optics, “a way of (un)consciously weakening the radical claims being pursued.”[13] For example, in South Africa, many institutions have made significant efforts to diversify their faculties due to the promulgation of the Employment Equity Act 55.[14] The act requires South African institutions to implement employment equity that redresses the history of harmful discrimination in the country. The act further requires transforming departments and institutional administrations. Although many recognize and support the need to transform departments in South Africa, the rhetoric of transformation departs sharply from the lived experiences.[15] This misalignment between the plan and practice is evident in the underrepresentation of black people and females in senior management teams, professorships in many universities and health departments, and positions of power in some South African institutions. Those selected in the transformation of the departments have also complained of being overworked. The burden of extra work undermines their ability to develop agency and voice in the space they now occupy or fulfil key requirements that have implications for their career trajectory.[16] This is called the minority tax. Notably, "the minority tax… is the burden of extra responsibilities [placed] on faculty of colour to achieve diversity and inclusion and contributes to attrition and impedes academic promotion."[17] One challenge for decolonializing projects will be for decolonial scholars and those selected for decolonization objectives to have the humility to decline invitations, requests, roles, and platforms for which they are either unqualified or lack the capacity to fulfil. At its heart, decolonization strategies must empower those included rather than weaken them. Finally, inclusion can lead to a phenomenon known as elite capture.[18] Elite capture occurs when socially advantaged individuals in a group monopolize or exploit activism to their own benefit at the expense of the larger, struggling group. Elite capture weakens decolonization efforts from within, revealing that those likely to benefit from global inclusive efforts are those who fulfil globally constructed standards, those “already present in the room.” There is no better strategy to weaken decolonial movements than weakening the project from within by strategically positioning individuals who share physical properties with the victims of exclusion and silencing but intellectually, behaviourally, psychologically, and emotionally share more common ground with the colonizer. Such insiders may be unaware they are furthering neocolonial conditions rather than decolonizing. In relation to decolonization, particularly in global health, elite capture reveals that those whose voices are loudest in the room are not necessarily those more impacted by colonialism. They may benefit more from reinforcing colonialism. Opportunism weakens meaningful activism from within, preventing good initiatives and strategies from having their intended impact or taking substantive root.[19] This paper cannot do justice to elite capture, but it is worth noting its negative impacts. IV. Improving the Impact of Decolonization To end neo-colonialism, it is important to understand how it manifests and what to do at each level. Beyond the academic discourse, many tangible efforts exist to decolonize through de-silencing. Examples of these efforts include the ME2 movement that seeks to centre the concerns and experiences of sexually abused or harassed victims in the public discourse. At the funding level, many grant-awarding agencies like Wellcome Trust have dedicated huge budgets to studies that help them understand how they may have perpetrated colonialism or neocolonialism and what they can do differently going forward.[20] In South Africa, promulgating the Employment Equity Act 55 was a tangible attempt to entrench decolonization concerns in a country's regulatory framework. Yet, these decolonization efforts could fail to be substantive if they do not reflect cultural sensitivity. Two key components of cultural sensitivity are worth highlighting here: epistemic and cultural humility. Epistemic humility is an intellectual virtue described as knowing one’s limitations and the limitations of the learning methods employed. At its simplest, it is the ability to admit when one is wrong. Cultural humility includes genuine attempts to learn about and embrace other cultures. Epistemic and cultural humility are signs of academic excellence and strength. Epistemic and cultural humility seriously acknowledge how the state of our knowledge, cognitive limitations, experiences, and backgrounds, while constraining us, also invite us to listen, learn, grow, and change. The limitations-owing account of epistemic and cultural humility suggests that “a person who is aware of her cognitive limitations and owns them is much better positioned to achieve such epistemic goods as true beliefs and understanding than someone who… simply has insight into the epistemic status of her beliefs.”[21] Epistemic and cultural humility may help prevent decolonization projects that unintentionally reinforce what they seek to dismantle. Epistemic humility calls on decolonizers to defer tasks for which they are not qualified to suitably qualified persons. Beyond this, humility supports brave scholarship that imagines and reimagines how featuring the same voices, faces, and perspectives possibly introduces new forms of domination or silencing. Cultural knowledge can lead to a more intentional way of seeking out the right people or a more diverse group than those frequently featured in decolonization conversations. This would give others more opportunities to navigate these spaces and should do so in ways that are familiar to them. One ought to be more sensitive to those who would ordinarily not be included in these conversations. Unless we radically and boldly reimagine these discussions, we risk alienating those most negatively impacted by neocolonialism. CONCLUSION Decolonization conversations are complex and the subject of academic debate. The strategies employed to decolonize can harm or help the victims of neo-colonialism. Inclusion of previously silenced individuals may not be enough to overcome the vestiges of colonialism, leading to a false inclusion, where those included feel excluded or contribute in ways reflecting their own biases and circumstances. Inclusion of an elite or people who do not truly represent the subjugated can lead to elite capture. For decolonization strategies to be impactful, for example, in the context of global health, project leaders and participants must engage in conversations employing epistemic and cultural humility. In many ways, epistemic and cultural humility can help us demythologize our assumptions of any cultural superiority or cognitive authority, allowing for diverse voices, cultures, and perspectives to emerge without domination. - [1] Caesar Atuire & Olivia Rutazibwa. 2021. An African Reading of the Covid-19 Pandemic and the Stakes of Decolonization. An African Reading of the Covid-19 Pandemic and the Stakes of Decolonization [Online]. Available from: https://law.yale.edu/yls-today/news/african-reading-covid-19-pandemic-and-stakes-decolonization [Accessed July 29, 2021 2021]. [2] Bridget Pratt & Jantina De Vries 2023. Where is knowledge from the Global South? An account of epistemic justice for a global bioethics. Journal of Medical Ethics, medethics-2022-108291. [3] Anye-Nkwenti Nyamnjoh 2023. Is decolonisation Africanisation? The politics of belonging in the truly African university. Social Dynamics, 1-20. [4] Rianna Oelofsen 2015. Decolonisation of the African mind and intellectual landscape. Phronimon, 16, 130-146. [5] Caesar Atuire & Olivia Rutazibwa. 2021. An African Reading of the Covid-19 Pandemic and the Stakes of Decolonization. An African Reading of the Covid-19 Pandemic and the Stakes of Decolonization [Online]. Available from: https://law.yale.edu/yls-today/news/african-reading-covid-19-pandemic-and-stakes-decolonization [Accessed July 29, 2021 2021]. [6] Pedro Alexis Tabensky 2008. The Postcolonial Heart of African Philosophy. South African Journal of Philosophy, 27, 285-295. [7] Nicholas M. Creary 2012. African Intellectuals and Decolonization, Ohio, Ohio University Press. [8] Bridget Pratt & Jantina De Vries 2023. Where is knowledge from the Global South? An account of epistemic justice for a global bioethics. Journal of Medical Ethics, medethics-2022-108291. [9] Vivetha Thambinathan & Elizabeth Anne Kinsella 2021. Decolonizing Methodologies in Qualitative Research: Creating Spaces for Transformative Praxis. International Journal of Qualitative Methods, 20, 16094069211014766. [10] Abimbola Seye 2023. Knowledge from the global South is in the global South. Journal of Medical Ethics, 49, 337. [11] A. Alenichev, P. Kingori & K. P. Grietens 2023. Reflections before the storm: the AI reproduction of biased imagery in global health visuals. Lancet Glob Health. [12] Jonathan K. Burns & Andrew Tomita 2015. Traditional and religious healers in the pathway to care for people with mental disorders in Africa: a systematic review and meta-analysis. Social Psychiatry and Psychiatric Epidemiology, 50, 867-877. [13] Anye-Nkwenti Nyamnjoh & Cornelius Ewuoso 2023. What type of inclusion does epistemic injustice require? Journal of Medical Ethics, jme-2023-109091. [14] 1998. Employment Equity Act. In: GOVERNMENT, S. A. (ed.) 19370. [15] Dina Zoe Belluigi & Gladman Thondhlana 2019. ‘Why mouth all the pieties?’ Black and women academics’ revelations about discourses of ‘transformation’ at an historically white South African university. Higher Education, 78, 947-963. [16] Juliet Ramohai & Khomotso Marumo 2016. Women in Senior Positions in South African Higher Education: A Reflection on Voice and Agency. 231, 135-157. [17] J. Trejo 2020. The burden of service for faculty of color to achieve diversity and inclusion: the minority tax. Mol Biol Cell, 31, 2752-2754. [18] Olufemi Taiwo 2020. Being-in-the-Room Privilege: Elite Capture and Epistemic Deference. The Philosopher, 108, 7. [19] Margarita Kurbatova & Elena Kagan 2016. Opportunism of University Lecturers As a Way to Adaptate the External Control Activities Strengthening. Journal of Institutional Studies, 8, 116-136. [20] Jeremy Farrar. 2022. An update on Wellcome's anti-racist programme. An update on Wellcome's anti-racist programme [Online]. Available from: https://wellcome.org/news/update-wellcomes-anti-racism-programme [Accessed August 10, 2022 2022]. [21] Katherine Dormandy 2018. Does Epistemic Humility Threaten Religious Beliefs? Journal of Psychology and Theology, 46, 292-304. (shrink)

The so-called resource curse raises moral issues. Who, if anyone, is morally responsible for it? This article argues that this question amounts to: who is blameworthy for the violations of people's property rights? The international oil companies are blameworthy for the violations of property rights only in the case of complicity, not in the normal purchase case. Yet the international community has to take action against massive violations of property rights. The article discusses different measures, and criticizes voluntary initiatives such (...) as the Extractive Industries Transparency Initiative for not making the states accountable to their people. In this line of thought, it argues for an extension of the mandate of the International Criminal Court: massive violations of property rights should be prosecuted at the international level. (shrink)

Conceptual engineering means to provide a method to assess and improve our concepts working as cognitive devices. But conceptual engineering still lacks an account of what concepts are (as cognitive devices) and of what engineering is (in the case of cognition). And without such prior understanding of its subject matter, or so it is claimed here, conceptual engineering is bound to remain useless, merely operating as a piecemeal approach, with no overall grip on its target domain. The purpose of this (...) programmatic paper is to overcome this knowledge gap by providing some guidelines for developing the theories of concepts and of cognition that will ground the systematic unified framework needed to effectively implement conceptual engineering as a widely applicable method for the cognitive optimization of our conceptual devices. (shrink)

Network analysis is increasingly appreciated as a methodology in the social sciences. In recent years, it is also receiving attention among historians of science. History of economics is no exception in that researchers have begun to use network analysis to study a variety of topics, including collaborations and interactions in scientific communities, the spread of economic theories within and across fields, or the formation of new specialties in the discipline of economics. Against this backdrop, a debate is emerging about how (...) network analysis can help address questions that are pertinent to the history of economics. With this paper, we want to push this debate one step forward by offering and discussing five reasons why network analysis should have a future in the history of economics. (shrink)

Conceptual engineering is the method for assessing and improving our concepts. Some have recently claimed that the implementation of such method in the form of ameliorative projects is truth-driven and should thus be epistemically constrained, ultimately at least (Simion 2018; cf. Podosky 2018). This paper challenges that claim on the assumption of a social constructionist analysis of ideologies, and provides an alternative, pragmatic and cognitive framework for determining the legitimacy of ameliorative conceptual projects overall. The upshot is that one should (...) not ameliorate for the sake of truth or knowledge, in the case of ideologies—at least, not primarily. (shrink)

The debate about concepts has always been shaped by a contrast between subjectivism, which treats them as phenomena in the mind or head of individuals, and objectivism, which insists that they exist independently of individual minds. The most prominent contemporary version of subjectivism is Fodor's RTM. The Fregean charge against subjectivism is that it cannot do justice to the fact that different individuals can share the same concepts. Proponents of RTM have accepted shareability as a ‘non-negotiable constraint’. At the same (...) time they insist that by distinguishing between sign-types and – tokens the Fregean objection cannot just be circumvented but revealed to be fallacious. My paper rehabilitates the Fregean argument against subjectivism. The RTM response rests either on an equivocation of ‘concept’—between types which satisfy the non-negotiable constraint and tokens which are mental particulars in line with RTM doctrine—or on the untenable idea that one and the same entity can be both a shareable type and hence abstract and a concrete particular in the head. Furthermore, subjectivism cannot be rescued by adopting unorthodox metaphysical theories about the type/token and universal/particular contrasts. The final section argues that concepts are not representations or signs, but something represented by signs. Even if RTM is right to explain conceptual thinking by reference to the occurrence of mental representations, concepts themselves cannot be identical with such representations. (shrink)

In much of the current academic and public discussion, conspiracy theories are portrayed as a negative phenomenon, linked to misinformation, mistrust in experts and institutions, and political propaganda. Rather surprisingly, however, philosophers working on this topic have been reluctant to incorporate a negatively evaluative aspect when either analyzing or engineering the concept conspiracy theory. In this paper, we present empirical data on the nature of the concept conspiracy theory from five studies designed to test the existence, prevalence and exact form (...) of an evaluative dimension to the ordinary concept conspiracy theory. These results reveal that, while there is a descriptive concept of conspiracy theory, the predominant use of conspiracy theory is deeply evaluative, encoding information about epistemic deficiency and often also derogatory and disparaging information. On the basis of these results, we present a new strategy for engineering conspiracy theory to promote theoretical investigations and institutional discussions of this phenomenon. We argue for engineering conspiracy theory to encode an epistemic evaluation, and to introduce a descriptive expression—such as ‘conspiratorial explanation’—to refer to the purely descriptive concept conspiracy theory. (shrink)