The capacity to collect and analyse data is growing exponentially. Referred to as ‘Big Data’, this scientific, social and technological trend has helped create destabilising amounts of information, which can challenge accepted social and ethical norms. Big Data remains a fuzzy idea, emerging across social, scientific, and business contexts sometimes seemingly related only by the gigantic size of the datasets being considered. As is often the case with the cutting edge of scientific and technological progress, understanding of the ethical implications (...) of Big Data lags behind. In order to bridge such a gap, this article systematically and comprehensively analyses academic literature concerning the ethical implications of Big Data, providing a watershed for future ethical investigations and regulations. Particular attention is paid to biomedical Big Data due to the inherent sensitivity of medical information. By means of a meta-analysis of the literature, a thematic narrative is provided to guide ethicists, data scientists, regulators and other stakeholders through what is already known or hypothesised about the ethical risks of this emerging and innovative phenomenon. Five key areas of concern are identified: informed consent, privacy, ownership, epistemology and objectivity, and ‘Big Data Divides’ created between those who have or lack the necessary resources to analyse increasingly large datasets. Critical gaps in the treatment of these themes are identified with suggestions for future research. Six additional areas of concern are then suggested which, although related have not yet attracted extensive debate in the existing literature. It is argued that they will require much closer scrutiny in the immediate future: the dangers of ignoring group-level ethical harms; the importance of epistemology in assessing the ethics of Big Data; the changing nature of fiduciary relationships that become increasingly data saturated; the need to distinguish between ‘academic’ and ‘commercial’ Big Data practices in terms of potential harm to data subjects; future problems with ownership of intellectual property generated from analysis of aggregated datasets; and the difficulty of providing meaningful access rights to individual data subjects that lack necessary resources. Considered together, these eleven themes provide a thorough critical framework to guide ethical assessment and governance of emerging Big Data practices. (shrink)

In this article I articulate and defend an African moral theory, i.e., a basic and general principle grounding all particular duties that is informed by sub-Saharan values commonly associated with talk of "ubuntu" and cognate terms that signify personhood or humanness. The favoured interpretation of ubuntu (as of 2007) is the principle that an action is right insofar as it respects harmonious relationships, ones in which people identify with, and exhibit solidarity toward, one another. I maintain that this is the (...) most defensible moral theory with an African pedigree at the time, and that it should be developed further with an eye to rivalling dominant Western theories such as utilitarianism and Kantianism. (NB: a mildly revised version, avoiding some typos and phrases that invite misinterpretation, appeared as a chapter in Isaac Ukpokolo, ed., _Themes, Issues and Problems in African Philosophy_ London: Palgrave Macmillan, 2017, pp. 97-119.). (shrink)

In a prior issue of Developing World Bioethics, Cheryl Macpherson and Ruth Macklin critically engaged with an article of mine, where I articulated a moral theory grounded on indigenous values salient in the sub-Saharan region, and then applied it to four major issues in bioethics, comparing and contrasting its implications with those of the dominant Western moral theories, utilitarianism and Kantianism. In response to my essay, Macpherson and Macklin have posed questions about: whether philosophical justifications are something with which bioethicists (...) ought to be concerned; why something counts as ‘African’; how medicine is a moral enterprise; whether an individual right to informed consent is consistent with sub-Saharan values; and when thought experiments help to establish firm conclusions about moral status. These are important issues for the field, and I use this reply to take discussion of them a step or two farther, defending my initial article from Macpherson's and Macklin's critical questions and objections. (shrink)

Henry Richardson has recently published the first book ever devoted to ancillary care obligations, which roughly concern what medical researchers are morally required to provide to participants beyond what safety requires. In it Richardson notes that he has presented the ‘only fully elaborated view out there’ on this topic, which he calls the ‘partial-entrustment model’. In this article, I provide a new theory of ancillary care obligations, one that is grounded on ideals of communion salient in the African philosophical tradition (...) and is intended to rival and surpass Richardson’s model, which is a function of Western considerations of autonomy. I argue that the relational approach of the former has several virtues in comparison to the basic individualism of the latter. (shrink)

This study adopts a heuristic technique to argue the thesis that a set of norms rooted in the African philosophy of Ubuntu can usefully supplement current research guidelines for dealing with incidental findings discovered in genomic research. The consensus regarding incidental findings is that there is an ethical obligation to return individual genetic incidental findings that meet the threshold of analytic and clinical validity, have clinical utility, and are actionable, provided that research contributors have not opted out from receiving such (...) information. This study outlines the hurdles that may hinder the integration of this consensus in mainstream clinical practice, and shows how an ethical theory from the global south may be used to address the same. This will advance the field of ethical, legal and social issues of personalized medicine by providing exposure to the under-represented African perspective on the ethical, legal, and social issues of genomics. (shrink)

This study evaluates the conflict between patient confidentiality and partner notification in sero‐discordant relationships, and argues the thesis that based on a theoretical formulation of Ubuntu, a health provider is obliged to facilitate friendly relationships in which individuals are true subjects and/or objects of communal friendship. In serodiscordant relationships, the health professional can fulfil this obligation by notifying “others” (particularly a partner with whom an HIV positive patient has a “present” and “actual relationship”) of their spouse's HIV seroconversion, since without (...) such relevant information a partner (subject) of an HIV positive patient cannot “appropriately” care for the patient's condition (object). There is a need to move away from the medical traditional emphasis that has for so long put primacy on doctor‐patient confidentiality as is the case with the Health Professions Council of South Africa Guidelines (Booklet 12) which favours patient confidentiality over partner notification. Given empirical evidence to support effectiveness of partner notification amongst sero‐discordant couples, there is thus, a need to focus emphasis on latter. This shift is necessary for achieving the United Nations’ Sustainable Development of Goal of ending HIV/AIDS epidemic by 2030. I proposed in this study that African ethics, specifically Ubuntu, will do a better job than current ethical frameworks at ensuring that partner notification receives more emphasis in the care of serodiscordant couples. If this framework is integrated into ethical guidelines and codes, it would significantly enhance the care of serodiscordant couples, as well as further boost global effort at ending HIV/AIDS epidemic by 2030. (shrink)

There is a ‘catch 22’ situation about applying coercion in psychiatric care. Autonomous choices undeniably are rights of patients. However, emphasizing rights for a mentally-ill patient could jeopardize the chances of the patient receiving care or endanger the public. Conversely, the beneficial effects of coercion are difficult to predict. Thus, applying coercion in psychiatric care requires delicate balancing of individual-rights, individual well-being and public safety, which has not been achieved by current frameworks. Two current frameworks may be distinguished: the civil (...) liberty approach and the Stone model. Both frameworks are restrictive, and not respectful of human dignity. In a civil liberty approach, individuals who are severely mentally-ill but not dangerous would be denied care because they do not meet the dangerousness threshold or because the use of coercion will not lead to rebirthing of autonomy. This is unsatisfactory. Albeit involuntary interventions such as talk therapies, peer-support etc., may not always lead to rebirthing of autonomy or free patients from mental illness; they can however help to maintain the dignity of each mentally ill patient. In place of these frameworks, this study proposes a new ethical framework for applying coercion in psychiatric care that is respectful of human dignity. Specifically, it draws on insights from the African ethico-cultural system by using the Yoruba concept Omo-olu-iwabi to develop this new framework. This way, the study shows that only a more respectful approach for applying coercion in psychiatric care can lead to the careful balancing of the competing interests of individual's rights, individual's well-being and public safety. (shrink)

BackgroundRespect for confidentiality is important to safeguard the well-being of patients and ensure the confidence of society in the doctor-patient relationship. The aim of our study is to examine real situations in which there has been a breach of confidentiality, by means of direct observation in clinical practice.MethodsBy means of direct observation, our study examines real situations in which there has been a breach of confidentiality in a tertiary hospital. To observe and collect data on these situations, we recruited students (...) enrolled in the Medical Degree Program at the University of Cordoba. The observers recorded their entries on standardized templates during clinical internships in different departments: Internal Medicine; Gynecology and Obstetrics; Pediatrics; Emergency Medicine; General and Digestive Surgery; Maxillofacial Surgery; Plastic Surgery; Orthopedics and Traumatology; Digestive; Dermatology; Rheumatology; Mental Health; Nephrology; Pneumology; Neurology; and Ophthalmology.ResultsFollowing 7138 days and 33157 h of observation, we found an estimated Frequency Index of one breach per 62.5 h. As regards the typology of the observed breaches, the most frequent were related to the consultation and/or disclosure of clinical and/or personal data to medical personnel not involved in the patient’s clinical care, as well as people external to the hospital. As regards their severity, severe breaches were the most frequent, accounting for 46.7 % of all incidents. Most of the reported incidents were observed in public areas, such as corridors, elevators, the cafeteria, stairs, and locker rooms.ConclusionsIn addition to aspects related to hospital organization or infrastructure, we have shown that all healthcare personnel are involved in confidentiality breaches, especially physicians. While most are committed unintentionally, a non-negligible number are severe, repeated breaches, thus suggesting a certain carelessness, perhaps through ignorance about certain behaviors that can jeopardize patient confidentiality. (shrink)

A comprehensive account of justice grounded on salient Afro-communitarian values, the article attempts to unify views about the distribution of economic resources, the protection of human rights and the provision of social recognition as ultimately being about proper ways to value loving relationships.

In this article I spell out a conception of dignity grounded in African moral thinking that provides a plausible philosophical foundation for human rights, focusing on the particular human right not to be executed by the state. I first demonstrate that the South African Constitutional Court’s sub-Saharan explanations of why the death penalty is degrading all counterintuitively entail that using deadly force against aggressors is degrading as well. Then, I draw on one major strand of Afro-communitarian thought to develop a (...) novel conception of dignity as the view that what is special and inviolable about human nature is our capacity for harmonious relationships. I argue that a principle of respect for the dignity of such a capacity entails that the death penalty is an indignity but that deadly force in self- or other-defense need not be, and I contend that this African- inspired principle promises to do no worse than the more Western, Kantian principle of respect for autonomy at accounting for a broad range of human rights. (shrink)