Artificial intelligence (AI) and its introduction into clinical pathways presents an array of ethical issues that are being discussed in the JME. 1–7 The development of AI technologies that can produce text that will pass plagiarism detectors 8 and are capable of appearing to be written by a human author 9 present new issues for medical ethics. One set of worries concerns authorship and whether it will now be possible to know that an author or student in fact produced submitted (...) work. That seems likely to be a general worry for secondary and higher education, as well as for all academic journals. Thus far generative AI chatbots do not seem to be able to produce a fully referenced and well-argued ethics article, but they probably could generate a blog or student essay that would... (shrink)

If Bayesian Fundamentalism existed, Jones & Love's (J&L's) arguments would provide a necessary corrective. But it does not. Bayesian cognitive science is deeply concerned with characterizing algorithms and representations, and, ultimately, implementations in neural circuits; it pays close attention to environmental structure and the constraints of behavioral data, when available; and it rigorously compares multiple models, both within and across papers. J&L's recommendation of Bayesian Enlightenment corresponds to past, present, and, we hope, future practice in Bayesian cognitive science.

In this article we set the context for this special issue focusing on individual and organizational reintegration in the aftermath of transgressions that violate ethical and legal boundaries. Following a brief introduction to the topic we provide an overview of each of the four articles selected for this special issue. We then present a number of potentially fruitful empirical, theoretical, and normative directions management and ethics scholars might pursue in order to further advance this evolving literature.

Is there a compensation gap between female CEOs and male CEOs? If so, are there mechanisms to mitigate the compensation gap? Extending role congruity theory, we argue that the perception mismatch between the female gender role and the leadership role may lead to lower compensation to female CEOs, resulting in a gender compensation gap. Nevertheless, the compensation gap may be narrowed if female CEOs display agentic traits through risk-taking, or alternatively, work in female-dominated industries where communal traits are valued. Additionally, (...) we expect that female CEOs’ risk-taking is less effective in reducing the gender compensation gap in female-dominated industries due to the conflicting emphases on agentic and communal traits. Leveraging a sample of Chinese publicly listed firms, we find support for our hypotheses. Overall, this study contributes to the ethics literature on income inequality issues, by highlighting the effectiveness of potential mechanisms to close the gender compensation gap between female and male CEOs. (shrink)

Peer review is a widely accepted instrument for raising the quality of science. Peer review limits the enormous unstructured influx of information and the sheer amount of dubious data, which in its absence would plunge science into chaos. In particular, peer review offers the benefit of eliminating papers that suffer from poor craftsmanship or methodological shortcomings, especially in the experimental sciences. However, we believe that peer review is not always appropriate for the evaluation of controversial hypothetical science. We argue that (...) the process of peer review can be prone to bias towards ideas that affirm the prior convictions of reviewers and against innovation and radical new ideas. Innovative hypotheses are thus highly vulnerable to being “filtered out” or made to accord with conventional wisdom by the peer review process. Consequently, having introduced peer review, the Elsevier journal Medical Hypotheses may be unable to continue its tradition as a radical journal allowing discussion of improbable or unconventional ideas. Hence we conclude by asking the publisher to consider re-introducing the system of editorial review to Medical Hypotheses. (shrink)

The aim of this study is to gain an understanding of why employees misuse information systems resources in the workplace. Rather than consider “intention,” as existing behavioral research commonly does, this study investigates actual behavior and employs IS resource misuse as the dependent variable. Data from a web-based survey are analyzed using the partial least squares approach. In light of the dual-process approach and the theory of planned behavior, the findings suggest that IS resource misuse may be both an intentional (...) type of behavior and an unreasoned action. Perceived behavioral control influences employees’ IS resource misuse actions via their desires or intentions, whereas attitude toward such misuse affects these actions via employees’ desires alone. Subjective norm is found not to affect employees’ IS resource misuse via either desires or intentions. In terms of its theoretical contribution, this study considers unethical behavior in information systems by incorporating a dual-process model and the theory of planned behavior. With regard to its managerial significance, the study’s results will help managers to better understand why employees commit IS resource misuse within organizations. (shrink)

Current report assessed measurement reproducibility and reliability of magnetic resonance spectroscopy (1H-MRS) at 3 Tesla in left and right posterior insular, pregenual and anterior midcingulate subdivisions. 10 healthy male volunteers aged 20 to 30 years were tested on four different days, of which 9 were included in the data analysis. Intra- and inter-subject variability of myo-Inositol (mI), Creatine (Cre), Glutamate (glu), total-Choline (tCho), total-N-acetylaspartate (tNAA) and combined Glutamine-Glutamate (Glx) were calculated considering the influence of movement parameters, age, daytime of measurements (...) and tissue composition. Overall mean intra-subject variability revealed small mean coefficients of variation (CV) across the four regions: 5.3% in aMCC, 6.6% in pgACC, 7.3% in pIL and 8.2% in pIR. For all neurochemicals combined, mean inter-subject variability demonstrated mean CVs of 9.05% (aMCC), 8.84% (pgACC), 10.00% (pIL) and 10.55% (pIR). Head movement, tissue composition and day time revealed no significant explanatory variance contribution suggesting a negligible influence on data. A strong correlation between Cramer-Rao Lower Bounds (CRLB; a measure of fitting errors) and the mean intra-subject CV (r=0.799, p<0.001) outlined the importance of low CRLB in order to obtain robust and finally meaningful 1H-MRS measures. The present findings confirm 1H-MRS as a reliable tool to measure brain neurochemistry in small subregions of the human brain. (shrink)

Student support services are the cardinal features of the Open and Distance Learning (ODL) System. In India, the Indira Gandhi National Open University (IGNOU), 13 state open universities and over 200 Distance Education Institutes (DEIs) attached to conventional universities and private/autonomous institutes offering programmes through the distance mode ( MHRD, 2013 ) have all created adequate provisions for learner support services and the systems, rules, regulations and norms have been put in place. However, it is significant that a learner in (...) the ODL system remains away from the teacher and the peer group. Thus, the learner feels isolated ( Das & Ghosh, 2011a ) and needs the empathy of all the functionaries concerned. It has been our experience at IGNOU that more often than not the functionaries fail to realize the value of a learner and the learner fails to understand the value attributed to him by the ODL system. Without such realization the rules and regulations lose their significance. Hence, inculcation of values is of paramount importance in the functioning of the ODL system. In this article we have discussed about ‘inculcation of values’ among the ‘learners’ as well as the ‘functionaries’ for developing ‘best practices’ in learner support services in the ODL system. The inputs are based primarily on direct experiences of the authors. (shrink)

Current debates about the roles of the public and private sectors in pharmaceutical innovation have a long history. The extent to which, and ways in which, the public sector supports drug innovation has implications for assessments of the returns to public research funding, taxpayer rights in drugs, the argument the high prices are needed to support drug innovation, and the desirability of patenting publicly funded research.

Are people rational? This question was central to Greek thought and has been at the heart of psychology and philosophy for millennia. This book provides a radical and controversial reappraisal of conventional wisdom in the psychology of reasoning, proposing that the Western conception of the mind as a logical system is flawed at the very outset. It argues that cognition should be understood in terms of probability theory, the calculus of uncertain reasoning, rather than in terms of logic, the calculus (...) of certain reasoning. (shrink)

The paper aims to show that, if S5 is the logic of metaphysical necessity, then no state of affairs in any possible world constitutes any non-trivial evidence for or against the existence of the traditional God. There might well be states of affairs in some worlds describing extraordinary goods and extraordinary evils, but it is false that these states of affairs constitute any (non-trivial) evidence for or against the existence of God. The epistemological and metaphysical consequences for philosophical theology of (...) assuming that S4 or Kσρ is the logic of metaphysical necessity are equally untenable. S4 guarantees that God does not exist if there is the slightest evidence against the existence of God. And Kσρ guarantees that God might survive the loss or acquisition of any essential property at all. (shrink)

Kesselheim proposes doubling the NIH’s budget to promote clinically meaningful pharmaceutical innovation. Since the effects of a previous doubling (from 1998-2003) were mixed, I argue that policymakers should couple future budget growth with investments in experimentation and evaluation.

Notwithstanding its obvious educational importance, the idea of an ethics of belief has been little explored by educational philosophers. The notion turns out to be more complex and to involve more difficulties than is usually supposed. Exploring these complexities and difficulties opens up many avenues of philosophical and educational inquiry. These in turn can enrich our reflections on contemporary educational developments and on ethical aspects of teaching. In particular they alert us to the need for educational theorists to give overdue (...) attention to the intellectual virtues. (shrink)

This article deals briefly with the most loathsome of business topics — the admission of failure. Rather than actively encouraging project Anti-champions, many organizations experiencing financial duress inadverdently stifle opposing opinion. In some cases recognition is delayed until it is too late. This is unfortunate since failure can be managed like any other business situation. Companies with CEOs that foster open communications between finance and operations are more likely to avoid escalating commitment to failed projects.

Predictions made by the “incentive hope” hypothesis account for overconsumption in unpredictable food environments. However, when applied to uncertain gambling situations, there are several areas where this theory falls short. Most notably, it has trouble explaining why, in slot machine gambling, players are motivated by extended play to spend time trying to resolve uncertainty, rather than hoarding monetary gains.

Science educators and policy makers have long justified science education and science literacy on the basis of its utility/usefulness in daily life outside the classroom. The purpose of this article is to analyze utility justifications for science education in general and evolution understanding in particular, focusing on whether or not situations that require science/evolution understanding are common in everyday life and how likely citizens are to apply their classroom-acquired knowledge to the problem at hand. In response to this analysis, I (...) maintain that efforts to convince students of the practical utility of evolution in their daily lives are often misguided and largely irrelevant to individual students. I propose a small set of justifications that might be more relevant, interesting, and convincing to young people, then close with some educational implications of my position. This chapter is meant to initiate a wider conversation among evolution educators about what student-centered justifications for evolution education might be, including expansion and criticism of the list presented here. (shrink)

There is continuing interest in action research in health care. This is despite action researchers facing major problems getting support for their projects from mainstream sources of R&D funds partly because its validity is disputed and partly because it is difficult to predict or evaluate and is therefore seen as risky. In contrast traditional health science dominates and relies on compliance with strictly defined scientific method and rules of accountability. Critics of scientific health care have highlighted many problems including a (...) perpetual quality gap between what is publicly expected and what is deliverable in the face of rising costs and the cultural variability of scientific medicine. Political demand to close the quality gap led to what can be seen as an elitist reform of policy on UK health research by concentrating more resources on better fewer centres and this may also have reduced support for action research. However, incompetent, unethical or criminal clinical practice in the UK has shifted policy towards greater patient and public involvement in health care and research. This highlights complementarity between health science and action research because action research can, as UK health policy requires, involve patients and public in priority setting, defining research outcomes, selecting research methodology, patient recruitment, and interpretation of findings and dissemination of results. However action research will remain marginalised unless either scientific research is transformed generally into a more reflective cycle or there is increased representation of action research enthusiasts within the establishment of health R&D or current peer review and public accountability arrangements are modified. None of these seem likely at this time. The case for complementarity is illustrated with two case studies. (shrink)

According to Aristotle, humans are the rational animal. The borderline between rationality and irrationality is fundamental to many aspects of human life including the law, mental health, and language interpretation. But what is it to be rational? One answer, deeply embedded in the Western intellectual tradition since ancient Greece, is that rationality concerns reasoning according to the rules of logic – the formal theory that specifies the inferential connections that hold with certainty between propositions. Piaget viewed logical reasoning as defining (...) the end-point of cognitive development; and contemporary psychology of reasoning has focussed on comparing human reasoning against logical standards. (shrink)

New York Times best-selling author offers a groundbreaking approach to activate the subconscious brain to set yourself free from your past and create a terrific future. Can you remember a time in your life when you felt absolutely confident, happy, and free? Imagine what your life would be like if you could live in that space... In this book, Dr. Mike Dow shares a groundbreaking, life-changing program he created: Subconscious Visualization Technique (SVT). Now, if you think the subconscious brain (...) is some woo-woo pseudoscience, prepare to have your mind blown. The cutting-edge research, protocol, and audio tracks Mike offers will help you speak directly to your subconscious brain and tap into your greatest strengths, gifts, and resources. His program, the first of its kind, starts with cognitive behavioral therapy (CBT), then incorporates various types of subconscious tools: mindfulness, guided visualization, audio-visual entrainment, and bilateral stimulation of the brain and body. Your subconscious can change the way you digest food, help you access memories and repressed feelings, boost your immune system, and activate mindbody healing so that you don't have to constantly treat your symptoms. Some examples of syndromes that SVT can treat include chronic pain, fibromyalgia, leaky gut, irritable bowel syndrome (IBS), migraines, anxiety disorders, and more! SVT helps you access the best parts of yourself and move into your true self. In short, your subconscious brain can change your life!" -- ONIX annotation. (shrink)

I defend a theory of mental representation that satisfies naturalistic constraints. Briefly, we begin by distinguishing (i) what makes something a representation from (ii) given that a thing is a representation, what determines what it represents. Representations are states of biological organisms, so we should expect a unified theoretical framework for explaining both what it is to be a representation as well as what it is to be a heart or a kidney. I follow Millikan in explaining (i) in terms (...) of teleofunction, explicated in terms of natural selection. -/- To explain (ii), we begin by recognizing that representational states do not have content, that is, they are neither true nor false except insofar as they both “point to” or “refer” to something, as well as “say” something regarding whatever it is they are about. To distinguish veridical from false representations, there must be a way for these separate aspects to come apart; hence, we explain (ii) by providing independent theories of what I call f-reference and f-predication (the ‘f’ simply connotes ‘fundamental’, to distinguish these things from their natural language counterparts). -/- Causal theories of representation typically founder on error, or on what Fodor has called the disjunction problem. Resemblance or isomorphism theories typically founder on what I’ve called the non-uniqueness problem, which is that isomorphisms and resemblance are practically unconstrained and so representational content cannot be uniquely determined. These traditional problems provide the motivation for my theory, the structural preservation theory, as follows. F-reference, like reference, is a specific, asymmetric relation, as is causation. F-predication, like predication, is a non-specific relation, as predicates typically apply to many things, just as many relational systems can be isomorphic to any given relational system. Putting these observations together, a promising strategy is to explain f-reference via causal history and f-predication via something like isomorphism between relational systems. -/- This dissertation should be conceptualized as having three parts. After motivating and characterizing the problem in chapter 1, the first part is the negative project, where I review and critique Dretske’s, Fodor’s, and Millikan’s theories in chapters 2-4. Second, I construct my theory about the nature of representation in chapter 5 and defend it from objections in chapter 6. In chapters 7-8, which constitute the third and final part, I address the question of how representation is implemented in biological systems. In chapter 7 I argue that single-cell intracortical recordings taken from awake Macaque monkeys performing a cognitive task provide empirical evidence for structural preservation theory, and in chapter 8 I use the empirical results to illustrate, clarify, and refine the theory. (shrink)

In response to calls for greater interdisciplinary involvement from the social sciences and humanities in the development, governance, and study of artificial intelligence systems, this paper presents one sociologist’s view on the problem of algorithmic bias and the reproduction of societal bias. Discussions of bias in AI cover much of the same conceptual terrain that sociologists studying inequality have long understood using more specific terms and theories. Concerns over reproducing societal bias should be informed by an understanding of the ways (...) that inequality is continually reproduced in society—processes that AI systems are either complicit in, or can be designed to disrupt and counter. The contrast presented here is between conservative and radical approaches to AI, with conservatism referring to dominant tendencies that reproduce and strengthen the status quo, while radical approaches work to disrupt systemic forms of inequality. The limitations of a conservative approach to racial bias are discussed through the specific example of biased criminal risk assessments and Indigenous overrepresentation in Canada’s criminal justice system. This illustrates the dangers of treating racial bias as a generalizable problem and equality as a generalizable solution, emphasizing the importance of considering inequality in context. Societal issues can no longer be out of scope for AI and machine learning, given the impact of these systems on human lives. This requires engagement with a growing body of critical AI scholarship that goes beyond biased data to analyze structured ways of perpetuating inequality, opening up the possibility for interdisciplinary engagement and radical alternatives. (shrink)

How can a critical analysis of entrepreneurial intention inform an appreciation of ethics in social enterprise business models? In answering this question, we consider the ethical commitments that inform entrepreneurial action and the hybrid organisations that emerge out of these commitments and actions. Ethical theory can be a useful way to reorient the field of social enterprise so that it is more critical of bureaucratic and market-driven enterprises connected to neoliberal doctrine. Social enterprise hybrid business models are therefore reframed as (...) outcomes of both ethical and entrepreneurial intentions. We challenge the dominant conceptualisation of social enterprise as a hybrid blend of mission and market by reframing hybridity in terms of the moral choice of economic system and social value orientation. We deconstruct the political foundations of charitable trading activities, co-operative and mutual enterprises and socially responsible businesses by examining the rationalities and ethical commitments that underpin them. Whilst conceptual modelling of social enterprise is not new, this paper contributes to knowledge by developing a theory of social enterprise ethics based on the moral/political choices that are made by entrepreneurs when choosing between systems of economic exchange and social value orientation, then expressing it through a legal form. (shrink)

Over the last decade, fully distributed models have become dominant in connectionist psychological modelling, whereas the virtues of localist models have been underestimated. This target article illustrates some of the benefits of localist modelling. Localist models are characterized by the presence of localist representations rather than the absence of distributed representations. A generalized localist model is proposed that exhibits many of the properties of fully distributed models. It can be applied to a number of problems that are difficult for fully (...) distributed models, and its applicability can be extended through comparisons with a number of classic mathematical models of behaviour. There are reasons why localist models have been underused, though these often misconstrue the localist position. In particular, many conclusions about connectionist representation, based on neuroscientific observation, can be called into question. There are still some problems inherent in the application of fully distributed systems and some inadequacies in proposed solutions to these problems. In the domain of psychological modelling, localist modelling is to be preferred. Key Words: choice; competition; connectionist modelling; consolidation; distributed; localist; neural networks; reaction-time. (shrink)