Mapping differential responses to cognitive training using machine learning

We used two simple unsupervised machine learning techniques to identify differential trajectories of change in children who undergo intensive working memory (WM) training. We used self‐organizing maps (SOMs)—a type of simple artificial neural network—to represent multivariate cognitive training data, and then tested whether the way tasks are represented changed as a result of training. The patterns of change we observed in the SOM weight matrices implied that the processes drawn upon to perform WM tasks changed following training. This was then combined with K‐means clustering to identify distinct groups of children who respond to the training in different ways. Firstly, the K‐means clustering was applied to an independent large sample (N = 616, M_age = 9.16 years, range = 5.16–17.91 years) to identify subgroups. We then allocated children who had been through cognitive training (N = 179, M_age = 9.00 years, range = 7.08–11.50 years) to these same four subgroups, both before and after their training. In doing so, we were able to map their improvement trajectories. Scores on a separate measure of fluid intelligence were predictive of a child's improvement trajectory. This paper provides an alternative approach to analysing cognitive training data that go beyond considering changes in individual tasks. This proof‐of‐principle demonstrates a potentially powerful way of distinguishing task‐specific from domain‐general changes following training and of establishing different profiles of response to training.     

Toward ethical cognitive architectures for the development of artificial moral agents

New technologies based on artificial agents promise to change the next generation of autonomous systems and therefore our interaction with them. Systems based on artificial agents such as self-driving cars and social robots are examples of this technology that is seeking to improve the quality of people’s life. Cognitive architectures aim to create some of the most challenging artificial agents commonly known as bio-inspired cognitive agents. This type of artificial agent seeks to embody human-like intelligence in order to operate and solve problems in the real world as humans do. Moreover, some cognitive architectures such as Soar, LIDA, ACT-R, and iCub try to be fundamental architectures for the Artificial General Intelligence model of human cognition. Therefore, researchers in the machine ethics field face ethical questions related to what mechanisms an artificial agent must have for making moral decisions in order to ensure that their actions are always ethically right. This paper aims to identify some challenges that researchers need to solve in order to create ethical cognitive architectures. These cognitive architectures are characterized by the capacity to endow artificial agents with appropriate mechanisms to exhibit explicit ethical behavior. Additionally, we offer some reasons to develop ethical cognitive architectures. We hope that this study can be useful to guide future research on ethical cognitive architectures.     

互联网企业玩兴氛围对创新行为的跨层次作用机制

互联网企业通过营造快乐愉悦的玩兴氛围, 推动员工持续创新, 以期组织目标的实现。然而, 现有玩兴氛围与员工创新行为关系的研究以理论分析为主, 缺乏实证研究, 进展相对缓慢。在回顾组织管理领域玩兴研究成果的基础上, 开展三个方面的研究：研究一基于组织氛围理论和玩兴活动特征, 开发中国情境下互联网企业的团队玩兴氛围量表。研究二立足于团队层次, 依据资源保存理论重点探讨了玩兴氛围对员工创新行为的跨层次作用机制。研究三从创造力成分模型出发, 引入个体思维方式和多重认同, 探讨激发员工创新行为的边界条件。研究结果发展了中国互联网企业团队玩兴氛围的概念, 促进了玩兴氛围理论的发展, 为互联网类企业营造玩兴氛围以激发创新行为提供理论支持和实践启示。     

勿以恶小而为之：滑坡效应的心理机制及预防策略

滑坡效应是指个体的不道德程度有随时间推移而逐渐加剧的倾向, 即不道德行为具有反复性和渐进性。它广泛存在于个体自身层面以及人际互动过程中, 会影响个体正常社会交往, 甚至阻碍社会和谐健康发展。滑坡效应的研究方式包括实验者操纵法和自发性欺骗法, 心理机制包括道德推脱、内隐偏差、自我非人化等, 对应的干预措施包括提升预防定向动机和塑造积极的描述性社会规范。未来研究可从心理过程和生理机制的角度进一步探讨滑坡效应的适用范围、神经干预方式等。     

道德“沾光”效应：道德评价对道德自我知觉及道德行为的影响

人们喜欢关注道德事件并表达自己的立场。以往研究发现回忆自己(而非他人)的道德行为能影响个体的道德自我知觉和道德行为。本研究关注参与道德评价是否会对个体的道德自我和道德行为产生影响。2个研究共同发现：(1)存在道德“沾光”效应：评价支持他人的道德事件,或反对他人的不道德事件,能提升个体的道德自我知觉;(2)道德评价通过提升道德自我知觉,进一步增加个体的道德行为。     

具身视角下道德概念净脏隐喻的特征、影响因素与未来展望

摘 要 基于概念隐喻理论与具身认知理论,身体净脏与道德概念存在隐喻联结;道德概念净脏隐喻具有心理现实性,并对道德判断产生一致性和补偿性效应;道德概念净脏隐喻的中介因素有厌恶情绪和道德自我意象,调节因素有身体敏感性和道德敏感性;未来研究应在道德概念净脏隐喻的神经机制、情境性、指向性、干预机制、文化差异等方面进行丰富和完善。     

权力感对道德困境判断的影响：基于CNI模型的分析

采用道德困境判断的CNI（consequence, norm, inaction）模型,通过两个实验考察权力感对道德困境判断的影响。实验1探讨个人权力感对道德困境判断的影响,结果显示高个人权力感显著增加被试对规则的敏感,促使个体做出道义论的道德判断。实验2考察回忆任务启动的权力感对道德困境判断的影响,发现相对于低权力感启动的被试,高权力感启动的被试在进行判断时更关注行为的结果,对规则更不敏感,这说明启动的权力感促进功利主义的道德判断,抑制道义论的道德判断。结果表明,不同类型的权力感对道德困境判断的影响存在差异。     

How (and where) does moral judgment work?

Moral psychology has long focused on reasoning, but recent evidence suggests that moral judgment is more a matter of emotion and affective intuition than deliberate reasoning. Here we discuss recent findings in psychology and cognitive neuroscience, including several studies that specifically investigate moral judgment. These findings indicate the importance of affect, although they allow that reasoning can play a restricted but significant role in moral judgment. They also point towards a preliminary account of the functional neuroanatomy of moral judgment, according to which many brain areas make important contributions to moral judgment although none is devoted specifically to it.     

Causal Responsibility and Rationing in Medicine

The article addresses the issue of rationing health care services, a topic currently being hotly debated in many countries. The author argues that the aspect of causal responsibility ought to play a decisive role in the allocation of limited medical resources. Starting out from Ronald Dworkin's distinction between option luck and brute luck, the appropriate and meaningful uses of the term causal responsibility are clarified first. A discussion of the conditions which might justify giving lower priority to patients whose illnesses are the result of unhealthy behavior, like e.g. alcohol abuse, follows. Causal responsibility is then viewed in the context of private health insurance and the club model of organ donation. It is argued that individuals themselves are basically responsible for their decisions regarding insurance coverage and membership in organ donors' clubs. Causal responsibility is shown to be a more suitable criterion for rationing scarce medical resources than other criteria which might alternatively be considered, such as patients' age.     

Contemporary Psychotherapy: Promoting Personal Responsibility for Therapeutic Change

An assortment of factors in modern society can be involved in the etiology and treatment of mental illness. Theories about etiology usually underlie, and therefore guide, most strategies for treatment. Although a comprehensive bio-psycho-social approach to mental illness can help to foster the collaboration of an interdisciplinary treatment team, a heavy emphasis on biological factors or cultural deprivation may reduce the client's feelings of personal responsibility for change. Contemporary psychotherapy can help clients reduce their tendency to attribute blame to biological predispositions or external societal factors. Instead, it is more helpful to cultivate attributions for personal responsibility for change, growth, and maturation.