BackgroundArtificial intelligence has been described as the “fourth industrial revolution” with transformative and global implications, including in healthcare, public health, and global health. AI approaches hold promise for improving health systems worldwide, as well as individual and population health outcomes. While AI may have potential for advancing health equity within and between countries, we must consider the ethical implications of its deployment in order to mitigate its potential harms, particularly for the most vulnerable. This scoping review addresses the following question: (...) What ethical issues have been identified in relation to AI in the field of health, including from a global health perspective?MethodsEight electronic databases were searched for peer reviewed and grey literature published before April 2018 using the concepts of health, ethics, and AI, and their related terms. Records were independently screened by two reviewers and were included if they reported on AI in relation to health and ethics and were written in the English language. Data was charted on a piloted data charting form, and a descriptive and thematic analysis was performed.ResultsUpon reviewing 12,722 articles, 103 met the predetermined inclusion criteria. The literature was primarily focused on the ethics of AI in health care, particularly on carer robots, diagnostics, and precision medicine, but was largely silent on ethics of AI in public and population health. The literature highlighted a number of common ethical concerns related to privacy, trust, accountability and responsibility, and bias. Largely missing from the literature was the ethics of AI in global health, particularly in the context of low- and middle-income countries.ConclusionsThe ethical issues surrounding AI in the field of health are both vast and complex. While AI holds the potential to improve health and health systems, our analysis suggests that its introduction should be approached with cautious optimism. The dearth of literature on the ethics of AI within LMICs, as well as in public health, also points to a critical need for further research into the ethical implications of AI within both global and public health, to ensure that its development and implementation is ethical for everyone, everywhere. (shrink)

Presents a plethora of approaches to developing human potential in areas not conventionally addressed. Organized in two parts, this international collection of essays provides viable educational alternatives to those currently holding sway in an era of high-stakes accountability.

Modernism and the Architecture of Private Life offers a bold new assessment of the role of the domestic sphere in modernist literature, architecture, and design.

The almost 300 articles contain not only historical accounts but also some indication of the state of present day study in classical philosophy.

A study of the road to modern problem solving in China, winding between a traditional Confucian style of inquiry and one associated with science.

American politicians often claim a moral imperative to ensure quality affordable health care to all Americans, but as Donald Munro points out, leaders rarely outline the content of this moral standard and whether it can be applied to all societies. Munro turns to recent research in cognitive science and evolutionary psychology to identify the ethical principles that help humans succeed as individuals and as cooperative groups. He then applies these principles to two practical problems affecting contemporary China: the moral (...) complexity of responding to global warming and the lack of consistency within the Chinese legal system. (shrink)

The network approach to psychopathology posits that mental disorders can be conceptualized and studied as causal systems of mutually reinforcing symptoms. This approach, first posited in 2008, has grown substantially over the past decade and is now a full-fledged area of psychiatric research. In this article, we provide an overview and critical analysis of 363 articles produced in the first decade of this research program, with a focus on key theoretical, methodological, and empirical contributions. In addition, we turn our attention (...) to the next decade of the network approach and propose critical avenues for future research in each of these domains. We argue that this program of research will be best served by working toward two overarching aims: (a) the identification of robust empirical phenomena and (b) the development of formal theories that can explain those phenomena. We recommend specific steps forward within this broad framework and argue that these steps are necessary if the network approach is to develop into a progressive program of research capable of producing a cumulative body of knowledge about how specific mental disorders operate as causal systems. (shrink)

In this paper, we explore Peirce's work for insights into a theory of learning and cognition for education. Our focus for this exploration is Peirce's paper The Fixation of Belief (FOB), originally published in 1877 in Popular Science Monthly. We begin by examining Peirce's assertion that the study of logic is essential for understanding thought and reasoning. We explicate Peirce's view of the nature of reasoning itself—the characteristic guiding principles or ‘habits of mind’ that underlie acts of inference, the dimensions (...) of and interaction between doubt and belief, and his four methods of resolving or ‘fixing’ belief (i.e., tenacity, authority, a priori, and experimentation). The four methods are then juxtaposed against current models of teaching and learning such as constructivism, schema theory, situated cognition, and inquiry learning. Finally, we discuss Peirce's modes of inference as they relate educationally to the resolution of doubt and beliefs and offer an example of belief resolution from an experienced teacher in a professional development environment. (shrink)

What is unique about China is the agreement on all sides that men are naturally equal. This is the second of our two central themes. ...

Donald J. Zeyl begins the historical section of the book by tracing divine causation throughout classical Greek philosophy. Some of the Pre-Socratics held to a single god as the source of rational order or change. These views suggested that the cosmos may be explained teleologically. Plato takes up that suggested promise in his Phaedo and finds it wanting. Instead, he looks to Forms as (formal) causes of natural processes. This direction of inquiry leads him to postulate, in the Republic, (...) the Form of the Good as the “unhypothetical (causal) first principle.” In Plato’s later writings, most notably in the Timaeus, Plato presents a full-blown teleological account of both the universe at large and the varieties of living things that inhabit the earth. The agent that brings about the conformity of the world to the Forms is the divine Demiurge. -/- Aristotle inherits from Plato the belief that processes in the natural world are to be understood teleologically. These processes are explained by the nature (or form) of the organism itself. Aristotle’s world has no beginning and thus has no place for an original efficient cause to get the world started. Aristotle’s “Unmoved Mover” plays no causal role in the processes of the natural world, all of which are exhaustively explained in terms of Aristotle’s well-known theory of the “four causes.” Nevertheless, the Unmoved Mover is a final cause. -/- After Aristotle, only the Stoics offered an account of divine causal agency. As pantheists, the Stoics identified the world with a divine rational principle they named the Logos. All events, natural and social, are completely determined by Reason, so the Stoics were strict determinists, both in their natural philosophy and in their social and ethical thought. (shrink)

Citing Kenneth Thompson, Puchala warns that American international relations students have mistakenly emphasized the study of interstate relations at the expense of studying intercultural relations.

In this paper, we reflect upon our experience in Mexico, as weIl as review the literature on reflection developed by adult educators in the United States in order to begin to develop a theory of “relevant retlection” useful for family literacy practitioners. We feel that engaging in relevant reflection can help to empower family literacy practitioners in the United States to work more effectively with participants and help participants think more critically about the meaning of literacy in their lives. It (...) is the participant’s perception of their life-world that we hold to be valid. In the context of family literacy, our initial interest is in promoting the exploration of the educational validity of a certain form of reflection as it relates to learning process and outcomes. Our theory derived from reviewing the literature on reflection and critical reflection is thus stated: When family literacy paticipants are encouraged to reflect upon the relevance of literacy as it relates to their life-world, learning is significantly enhanced. Relevant reflection can be facilitated through engaging participants in reflecting upon the relevance of literacy to their lives, their families, their communities and their livelihoods. Indeed, this can be done individuaIly, in dialogue with another and/or as a group. Family literacy practitioners are provided a framework for facilitating relevant reflection for participants. (shrink)

THE BIGNESS COMPLEX by Walter Adams and James W. Brock New York: Pantheon, 1986. 426 pp., $22.95.

Fifteen essays addressing conceptions of individualism and holism as they emerged in Chinese literature and philosophy from the time of Confucius and Chuang-tzu to the present.