Legal decision-support systems have the potential to improve access to justice, administrative efficiency, and judicial consistency, but broad adoption of such systems is contingent on development of technologies with low knowledge-engineering, validation, and maintenance costs. This paper describes two approaches to an important form of legal decision support—explainable outcome prediction—that obviate both annotation of an entire decision corpus and manual processing of new cases. The first approach, which uses an attention network for prediction and attention weights to highlight salient case (...) text, was shown to be capable of predicting decisions, but attention-weight-based text highlighting did not demonstrably improve human decision speed or accuracy in an evaluation with 61 human subjects. The second approach, termed semi-supervised case annotation for legal explanations, exploits structural and semantic regularities in case corpora to identify textual patterns that have both predictable relationships to case decisions and explanatory value. (shrink)

In countries such as China, where Confucianism is the backbone of national culture, high-social-status entrepreneurs are inclined to engage in corporate social responsibility activities due to the perceived high stress from stakeholders and high ability of doing CSR. Based on a large-scale survey of private enterprises in China, our paper finds that Chinese entrepreneurs at private firms who have high social status are prone to engage in social responsibility efforts. In addition, high-social-status Chinese entrepreneurs are even more likely to engage (...) in social responsibility efforts as they become more politically connected and as the region becomes more market-oriented. These findings extend the upper echelons perspective of CSR into Chinese context by shedding light on antecedents of CSR from a new perspective and clarifying the boundary conditions of the social status–CSR link from the institutional perspective. (shrink)

The issues of organizational wrongdoing damage organizational performance and limit the development of organizations. Although organizational members may know the wrongdoing and have the opportunity to blow the whistle, they would keep silent because of the interpersonal risks. However, leaders can play an important role in shaping employee whistleblowing. This study focuses on discovering the mechanisms of how authentic leaders influence employee whistleblowing with a sample from China. Results demonstrate that authentic leadership is positively related to internal whistleblowing. Team psychological (...) safety partly mediates the relationship between authentic leadership and internal whistleblowing. Personal identification partly mediates the relationship between authentic leadership and internal whistleblowing. The study contributes to the extant theory by filling the gap between leadership and whistleblowing. (shrink)

These essays survey the histories, the theories and the fault lines that compose the field of memory research. Drawing on the advances in the sciences and in the humanities, they address the question of how memory works, highlighting transactions between the interiority of subjective memory and the larger fields of public or collective memory.

This paper investigates the relationship between ethics and income among individuals of different religions in the HKSAR of China. The presence of both traditional Chinese religion and Christianity from the West makes our study particularly interesting. The content of ethical beliefs varies with religion and thus the effect of ethics on income may also vary across religion. Furthermore, a reverse causal relationship may run from income to ethics. Since culture and taste affect the consumption behavior of a person, depending on (...) the religion of the person, a person with a higher income may or may not like to ‘acquire’ more ethics. Our empirical results find that there is indeed a simultaneous relationship between income and being ethical so that a single equation estimation of income on ethics and vice versa generates biased estimates. Using a two-stage instrumental variable estimation, our study finds that being ethical contributes to higher income for Christians and the non-religious group, but lowers it for people of traditional Chinese religion. On the other hand, an increase in income increases the likelihood of a person’s being ethical for both Christians and the people of traditional Chinese religion, but reduces it for the non-religious group. (shrink)

Accessing BRCA1/2 data facilitates the detection of disease-associated variants, which is critical to informing clinical management of risks. BRCA1/2 data sharing is complex and many practices exist. We describe current BRCA1/2 data-sharing practices, in the United States and globally, and discuss obstacles and incentives to sharing, based on 28 interviews with personnel at U.S. and non-U.S. clinical laboratories and databases. Our examination of the BRCA1/2 data-sharing landscape demonstrates strong support for and robust sharing of BRCA1/2 data around the world, increasing (...) global accesses to diverse data sets. (shrink)

Integrating affective events theory, work-family compensation, and moral balance theory, the present study proposes a model that examines how and when abusive supervisory behavior is related to employees’ deviant behavior toward their supervisor. Using a diary method that involved two surveys per day over two weeks, we found support for our model based on 707 daily observations from 130 employees. Specifically, anger toward one’s supervisor mediated the relationship between abusive supervisory behavior and deviant behavior toward one’s supervisor. In addition, the (...) degree to which employees engaged in deviant behavior toward their supervisor depended on their prior-day deviant behavior toward their family. When employees engaged in lower prior-day deviant behavior toward their family, anger toward their supervisor was positively related to subsequent deviant behavior toward their supervisor. In contrast, when employees had higher prior-day deviant behavior toward their family, the relationship between anger toward their supervisor and deviant behavior toward their supervisor was weaker. We conclude by discussing the implications of our findings for research on abusive supervision, work-family interface, and moral balance theory. (shrink)

In this paper, we investigate the ultimate bound set and positively invariant set of a 3D Lorenz-like chaotic system, which is different from the well-known Lorenz system, Rössler system, Chen system, Lü system, and even Lorenz system family. Furthermore, we investigate the global exponential attractive set of this system via the Lyapunov function method. The rate of the trajectories going from the exterior of the globally exponential attractive set to the interior of the globally exponential attractive set is also obtained (...) for all the positive parameters values a,b,c. The innovation of this paper is that our approach to construct the ultimate bounded and globally exponential attractivity sets assumes that the corresponding sets depend on some artificial parameters ; that is, for the fixed parameters of the system, we have a series of sets depending on λ and m. The results contain the known result as a special case for the fixed λ and m. The efficiency of the scheme is shown numerically. The theoretical results may find wide applications in chaos control and chaos synchronization. (shrink)

This article probes the practical ethical implications of AI system design by reconsidering the important topic of bias in the datasets used to train autonomous intelligent systems. The discussion draws on recent work concerning behaviour-guiding technologies, and it adopts a cautious form of technological utopianism by assuming it is potentially beneficial for society at large if AI systems are designed to be comparatively free from the biases that characterise human behaviour. However, the argument presented here critiques the common well-intentioned requirement (...) that, in order to achieve this, all such datasets must be debiased prior to training. By focusing specifically on gender-bias in Neural Machine Translation systems, three automated strategies for the removal of bias are considered – downsampling, upsampling, and counterfactual augmentation – and it is shown that systems trained on datasets debiased using these approaches all achieve general translation performance that is much worse than a baseline system. In addition, most of them also achieve worse performance in relation to metrics that quantify the degree of gender bias in the system outputs. By contrast, it is shown that the technique of domain adaptation can be effectively deployed to debias existing NMT systems after they have been fully trained. This enables them to produce translations that are quantitatively far less biased when analysed using gender-based metrics, but which also achieve state-of-the-art general performance. It is hoped that the discussion presented here will reinvigorate ongoing debates about how and why bias can be most effectively reduced in state-of-the-art AI systems. (shrink)

This is an introduction to the Symposium on Nonparadigmatic Forms of Punishment. We explain what we mean by calling certain instances of punishment 'nonparadigmatic' and explain why nonparadigmatic punishments are of philosophical interest. We then introduce the contributions to the Special Issue and conclude by outlining directions that future research on nonparadigmatic punishment might take. We focus on three particular ways in which punishment might be nonparadigmatic: cases involving nonstandard punishing agents, those involving nonstandard subjects of punishment, and those involving (...) nonstandard means of punishment. (shrink)

Through case studies that highlight the type of information that is seldom reported in the news, Faces of Environmental Racism exposes the type and magnitude of environmental racism, both domestic and international. The essays explore the justice of current environmental practices, asking such questions as whether cost-benefit analysis is an appropriate analytic technique and whether there are alternate routes to sustainable development in the South.

In 2011, Hibbard suggested an intelligence measure for agents who compete in an adversarial sequence prediction game. We argue that Hibbard’s idea should actually be considered as two separate ideas: first, that the intelligence of such agents can be measured based on the growth rates of the runtimes of the competitors that they defeat; and second, one specific (somewhat arbitrary) method for measuring said growth rates. Whereas Hibbard’s intelligence measure is based on the latter growth-rate-measuring method, we survey other methods (...) for measuring function growth rates, and exhibit the resulting Hibbard-like intelligence measures and taxonomies. Of particular interest, we obtain intelligence taxonomies based on Big-O and Big-Theta notation systems, which taxonomies are novel in that they challenge conventional notions of what an intelligence measure should look like. We discuss how intelligence measurement of sequence predictors can indirectly serve as intelligence measurement for agents with Artificial General Intelligence (AGIs). (shrink)

We propose a model of natural language inference which identifies valid inferences by their lexical and syntactic features, without full semantic interpretation. We extend past work in natural logic, which has focused on semantic containment and monotonicity, by incorporating both semantic exclusion and implicativity. Our model decomposes an inference problem into a sequence of atomic edits linking premise to hypothesis; predicts a lexical semantic relation for each edit; propagates these relations upward through a semantic composition tree according to properties of (...) intermediate nodes; and joins the resulting semantic relations across the edit sequence. A computational implementation of the model achieves 70% accuracy and 89% precision on the FraCaS test suite. Moreover, including this model as a component in an existing system yields significant performance gains on the Recognizing Textual Entailment challenge. (shrink)

Objective Diabetes is a global public health concern. Management of diabetes depends on successful implementation of strategies to alleviate decline in executive functions (EFs), a characteristic of diabetes progression. In this review, we describe recent research on the relationship between diabetes and EF, summarize the existing evidence, and put forward future research directions and applications. Methods Herein, we provide an overview of recent studies, to elucidate the relationship between DM and EF. We identified new screening objectives, management tools, and intervention (...) targets for diabetes management. We also discuss the implications for clinical practice. Results In both types 1 and 2 diabetes mellitus (DM), hyperglycemia substantially impairs EF in people of all age groups and ethnicities. Hypoglycemia can similarly impair EF. Interestingly, a decline in EF contributes to DM progression. Glucose dysregulation and EF decline exacerbate each other in a vicious cycle: poor blood glucose control, impaired EF, diabetes management task failure, then back to poor blood glucose control. Many pathophysiological indexes (e.g., obesity, metabolic index, inflammatory and immune factors), neuropsychological indexes (e.g., compliance, eating habits, physical exercise, sleep, and depression), and genetic factors are changed by this pathological interaction between DM and EF. These changes can provide insight into the pathophysiological mechanisms of diabetes-related EF decline. Conclusion Further studies, including large-scale prospective and randomized controlled trials, are needed to elucidate the mechanism of the interaction between diabetes and EF and to develop novel strategies for breaking this cycle. (shrink)

Based on the self-verification theory, this research proposed a multi-level model for exploring whether, how, and when differentiated leadership had curvilinear effects on relationship conflict within a team and further on team members’ counterproductive work behaviors toward individuals (CWBI). Drawing on a sample of 297 team members nested in 78 teams, we found that differentiated empowering leadership had no direct curvilinear effects on relationship conflict. However, the results showed that the team competence variance could moderate the curvilinear relationship between differentiated (...) empowering leadership and relationship conflict. Specifically, only in teams with high competence variance among members, differentiated empowering leadership had a U-shaped effect on relationship conflict. Moreover, differentiated empowering leadership interacted with team competence variance had a downstream effect on team members’ CWBI through relationship conflict. We ended up by discussing the theoretical and practical implications of these findings. (shrink)

New perspectives keep emerging in the logical study of social interactions, witnessed by yet another collection of research papers. Once our focus of reasoning shifts from an individual to a social setting, interesting issues naturally arise. The central question is the following: how is an individual’s attitude related to that of others and that of a group, especially when we take into account the informative communication between agents, as well as the structures of a group? This has been studied to (...) various extent in social epistemology, social choice theory, social norms theory, etc. In this context, our main concern is logic: how can a logical approach shed light on our reasoning about these scenarios? We are not giving a comprehensive overview but just to mention some research that is mostly relevant. Communication between agents, public or private, has been extensively studied in dynamic epistemic logic (e.g. [1, 9, 10]) and dynamic epistemic logic has become a standard methodology in modelling dynamical changes of agent’s attitudes. Social network logics have been developed recently, adding social structures of a group as a core component to logic models and formal languages [2, 5–8, 11]. The papers included in this special issue provide us with further new insights about our understanding of social settings. In what follows, we briefly summarize their ideas and some main results. (shrink)

Due to the current COVID-19 pandemic, colleges and universities have implemented network teaching. E-learning engagement is the most important concern of educators and parents because this will directly affect student academic performance. Hence, this study focuses on students’ perceived family support and their e-learning engagement and analyses the effects of e-learning normative consciousness and behaviours and self-efficacy on the relationship between family support and e-learning engagement in college students. Prior to this study, the relationship between these variables was unknown. Four (...) structural equation models revealed the multiple mediating roles of e-learning normative consciousness and behaviours and self-efficacy in the relationship between family support and e-learning engagement. A total of 1317 college students (mean age = 19.51; 52.2% freshman) voluntarily participated in our study. The results showed that e-learning normative consciousness and behaviours and self-efficacy played significant and mediating roles between students’ perceived family support and their e-learning engagement. Specifically, these two individual variables fully mediated the relationship between students’ perceived family support and their e-learning engagement. The multiple mediation model showed that family members can increase family support of their children by creating a household environment conducive to learning, displaying positive emotions, demonstrating the capability to assist their children, advocating the significance of learning normative consciousness and behaviours and encouraging dedicated and efficient learning. The findings complement and extend the understanding of factors influencing student e-learning engagement. (shrink)

We address Mark Tschaepe’s response to Tibor Solymosi, in which Tschaepe argues that neuropragmatism needs to be coupled with humility in order to redress “dopamine democracy,” Tschaepe’s term for our contemporary situation of smartphone addiction that undermines democracy. We reject Tschaepe’s distinction between humility and fallibility, arguing that audacious fallibility is all we need. We take the opportunity presented by Tschaepe’s constructive criticism of neuropragmatism to reassert some central themes of neuropragmatism. We close with discussion of Bywater’s method of apprenticeship, (...) as an imaginative education for creative democracy, thereby rejecting Tschaepe’s claim that neuropragmatism lacks a pedagogical method. (shrink)

This chapter introduces values-based practice as a resource for working with individually diverse values in health and social care, and describes its origins in an on-going development through the resources of philosophy. The chapter is in two main sections. Section I, Values-Based Practice, builds on two brief interactive exercises to introduce and explain the key features of values-based practice. As a relatively recent addition to the range of resources for working with values in health and social care, values-based practice is (...) distinctive in focussing on the diversity of values comprising individual lived experience. Like evidence-based practice, values-based practice is a process-driven rather than an outcome-driven methodology. That is to say, rather than offering prescribed answers, both approaches offer processes that support decision-makers in coming to answers for themselves based on the particular circumstances presented by the situation in question. Although entirely complementary, the processes involved are of course different. Where evidence-based practice relies on meta-analyses of the results of high-quality clinical trials to inform a consensual model of decision-making, values-based practice builds on learnable clinical skills and other process elements to inform a dissensual model of decision-making rather than seeking to overcome value-conflicts in reaching consensus. Working within a premise of mutual respect for differences of values, and guided by three key principles linking values and evidence, values-based practice, as described in the chapter, supports dissensual decision-making, balanced according to the circumstances presented by the decision in question, within frameworks of locally-set frameworks of shared values. Section II, The Theory-Practice Dynamic, then outlines the theory-practice dynamic on which values-based practice is based. The origins of values-based practice in mid-twentieth century ordinary language philosophy of the Oxford School are outlined. As the chapter illustrates, although a limited area of analytic philosophy, many aspects of values-based practice are informed by ordinary language philosophy, ranging from its premise, through the training exercises and other process elements described in Section I, to its role in hybrid empirical studies supporting its model of service delivery. The development of values-based practice, furthermore, as section II goes on to describe, is ongoing, with key initiatives drawing not only on both analytic and Continental traditions of European philosophy, but also on non-European philosophies such as those of Africa and the Caribbean. (shrink)

This article examines the legal, economic, and ethical arguments supporting and opposing comparable worth. The co- authors advance opposing views on the wisdom of adopting comparable worth as a public policy, and those views are not reconciled within the limits of this essay.

Prior to any research data collection a proposal outlining methods and protocols is required to undergo ethical scrutiny. The issues surrounding a research ethics review process within sport and exercise science departments are not dissimilar to other subject areas. In particular, the ethical review process may be unclear to the researcher and can either present a difficult and time-consuming challenge or be merely perceived as a tick-box exercise. The aim of this study was to explore and compare research ethics processes (...) and decisions within sport and exercise science departments and institutions across the UK. Participants were asked to provide decisions and justification of those decisions on ten typical sports and exercise science proposals. Results found that all respondents cited evidence of informed consent and subject information sheets, detailed methodology and data protection procedures as highly important across all scenarios. Additionally it was found that similar processes occur regarding research ethical scrutiny and similar decisions are made at the departmental level. However, confidence fluctuates for individuals when reviewing in non-specialist subject areas and qualitative data collected calls for more research ethics training. (shrink)

Doping poses a threat to sport worldwide. Studies have revealed that, in addition to elite athletes, amateur and recreational sportsmen and sportswomen are making increasing use of performance-enhancing drugs. Worryingly this trend has been documented among young people. Anti-doping efforts seeking to deter elite athletes from doping through detection of the use of prohibited substances are costly and have not been completely effective either at the top-level or the amateur/recreational level. A thoughtful education program, inspired by honesty and respect, might (...) be more effective in shaping attitudes towards doping in young people and protecting their health. For these reasons, the Italian “Lotta al Doping” (Fight Against Doping) project sought to cause a cultural shift in young people by taking anti-doping seminars to high schools. In the 2017-2018 school year we reached more than 20,800 students from 157 high schools through 202 seminars. Before and after the seminars, we administrated anonymous, voluntarily completed surveys with a set of questions (items = 15), taken from the WADA-Play-True-Quiz. Upon completion of the 2-hour seminar, the majority of the answers given by the students resulted correct (13 out of 15 items, p<0.000001, McNemar) confirming the value of the initiative. This project stands out as promising in the doping prevention process at the youth and amateur levels. (shrink)

Policy making is not only about the cut and thrust of politics. It is also a bureaucratic activity. In this ground-breaking work, two leading authorities come together to examine the world of the policy bureaucrat for the first time. The volume draws in crucial debates over accountability and democratic ideology, hierarchy and expertise, and should establish itself as a central point of reference for scholars and practitioners alike.

Introduction Future HIV vaccine efficacy trials with adolescents will need to ensure that participants comprehend study concepts in order to confer true informed assent. A Hepatitis B vaccine trial with adolescents offers valuable opportunity to test youth understanding of vaccine trial requirements in general. Methods Youth reviewed a simplified assent form with study investigators and then completed a comprehension questionnaire. Once enrolled, all youth were tested for HIV and confirmed to be HIV-negative. Results 123 youth completed the questionnaire (mean age=15 (...) years; 63% male; 70% Hispanic). Overall, only 69 (56%) youth answered all six questions correctly. Conclusions Youth enrolled in a Hepatitis B vaccine trial demonstrated variable comprehension of the study design and various methodological concepts, such as treatment group masking. (shrink)

Mainstream theories of decision making conceptualise uncertainty in terms of a well-defined probability distribution or weighting function. Following Knight, radical Keynesians consider subjective expected utility (SEU) theory and its variants as a restricted theory of decision-making applicable to situations of risk and, hence, of limited relevance to the understanding of crucial economic decisions under conditions of fundamental uncertainty in which probabilities are ill-defined, possibly non-existent. The objective of this paper is to outline a radical Keynesian theory of decision-making under uncertainty, (...) arguing that Keynes's suggestion to a two-dimensional probability-credence framework provides the basis for determining the limitations of mainstream approaches and points the way forward to the construction of a more general encompassing theory relevant to psychologists and economists outside of the Keynesian tradition. (shrink)

In his classic paper, The Serpent Beguiled Me And I Did Eat, Gerald Dworkin makes the case that, without probable cause, the useof Proactive Law Enforcement Techniques (PALETs) is morally impermissible. Call this prohibition Dworkin’s Rule (DR). Here we argue that there are two reasonable exceptions to DR—the use of PALETs, without probable cause, is justifi ed when employed against High Level Government Officials (HLGOs) and High Level Business Officials (HLBOs). Moreover, these exceptions are consistent with Dworkin’s notion of Ideal (...) Criminal Sanctioning. Finally, if society were to endorse the use of PALETs on HLBOs, we might be able to dispose of the current bane of American business, the Sarbanes-Oxley Act of 2002, and let business get back to the business of business. (shrink)

Instead of presuming the ‘observer’ as given, we are (re)sensing the observer and are thereby offering an ‘open order cybernetics’ (OOC). We are first of all concerned about our acquisition and use of language as the precondition for any meaningful statement. This self-reflexive point of departure distinguishes our project from philosophers who are presuming ‘something’ (‘closure’, ‘selforganization’, ‘self ’, ‘auto-poiesis’, ‘senses’, ‘objects’, ‘subjects’, ‘language’, ‘nervous systems’ etc.) in the first place without being aware of their presumptions i.e. that they are (...) able to already talk meaningfully about ‘something’. We are undertaking a self-reflexive loop towards our already undertaken ‘meaningful’ actions, reflecting inside our concepts on our concepts, trying to find out how our concepts about ‘something’ have come into existence. We are reflecting on our concepts through this ongoing open investigation. We are sketching the ramifications of such a self-reflexive loop for epistemology as well as for the main research areas within cognitive science (i.e. language acquisition, perception, consciousness). We are also pointing towards virtual reality in combination with the arts as an awareness aid, helping us in our self-reflexive endeavours. (shrink)

Using the recommendations of the Commission on Freedom of the Press, we ask today's media consumers how they rate the performance of modern American journalism. We employ original survey data collected from journalism students at a major Midwest university, framing our findings in the context of the commission's 1947 recommendations. The result is presentation of contemporary opinions about the performance of American media in the context of journalism ideals articulated more than 60 years ago.