Searching for Prosociality in Qualitative Data: Comparing Manual,Closed-Vocabulary,and Open-Vocabulary Methods

Although most people present themselves as possessing prosocial traits, people differ in the extent to which they actually act prosocially in everyday life. Qualitative data that were not ostensibly collected to measure prosociality might contain information about prosocial dispositions that is not distorted by self-presentation concerns. This paper seeks to characterise charitable donors from qualitative data. We compared a manual approach of extracting predictors from participants' self-described personal strivings to two automated approaches: A summation of words predefined as prosocial and a support vector machine classifier. Although variables extracted by the support vector machine predicted donation behaviour well in the training sample (N = 984), virtually, no variables from any method significantly predicted donations in a holdout sample (N = 496). Raters' attempts to predict donations to charity based on reading participants' personal strivings were also unsuccessful. However, raters' predictions were associated with past charitable involvement. In sum, predictors derived from personal strivings did not robustly explain variation in charitable behaviour, but personal strivings may nevertheless contain some information about trait prosociality. The sparseness of personal strivings data, rather than the irrelevance of open-ended text or individual differences in goal pursuit, likely explains their limited value in predicting prosocial behaviour. © 2020 European Association of Personality Psychology     

Psychometric and Validity Issues in Machine Learning Approaches to Personality Assessment: A Focus on Social Media Text Mining

In the age of big data, substantial research is now moving toward using digital footprints like social media text data to assess personality. Nevertheless, there are concerns and questions regarding the psychometric and validity evidence of such approaches. We seek to address this issue by focusing on social media text data and (i) conducting a review of psychometric validation efforts in social media text mining (SMTM) for personality assessment and discussing additional work that needs to be done; (ii) considering additional validity issues from the standpoint of reference (i.e. ‘ground truth’) and causality (i.e. how personality determines variations in scores derived from SMTM); and (iii) discussing the unique issues of generalizability when validating SMTM for personality assessment across different social media platforms and populations. In doing so, we explicate the key validity and validation issues that need to be considered as a field to advance SMTM for personality assessment, and, more generally, machine learning personality assessment methods. © 2020 European Association of Personality Psychology     

The academic outcomes of working memory and metacognitive strategy training in children: A double‐blind randomized controlled trial

Working memory training has been shown to improve performance on untrained working memory tasks in typically developing children, at least when compared to non‐adaptive training; however, there is little evidence that it improves academic outcomes. The lack of transfer to academic outcomes may be because children are only learning skills and strategies in a very narrow context, which they are unable to apply to other tasks. Metacognitive strategy interventions, which promote metacognitive awareness and teach children general strategies that can be used on a variety of tasks, may be a crucial missing link in this regard. In this double‐blind randomized controlled trial, 95 typically developing children aged 9–14 years were allocated to three cognitive training programmes that were conducted daily after‐school. One group received Cogmed working memory training, another group received concurrent Cogmed and metacognitive strategy training, and the control group received adaptive visual search training, which better controls for expectancy and motivation than non‐adaptive training. Children were assessed on four working memory tasks, reading comprehension, and mathematical reasoning before, immediately after, and 3 months after training. Working memory training improved working memory and mathematical reasoning relative to the control group. The improvements in working memory were maintained 3 months later, and these were significantly greater for the group that received metacognitive strategy training, compared to working memory training alone. Working memory training is a potentially effective educational intervention when provided in addition to school; however, future research will need to investigate ways to maintain academic improvements long term and to optimize metacognitive strategy training to promote far‐transfer. A video abstract of this article can be viewed at https://youtu.be/-7MML48ZFgw     

文学阅读如何影响读者的心理理论

文学阅读不但能提高读者的文学修养, 还能影响其心理状态。然而, 文学阅读经验是否一定能提高读者的心理理论仍然存有争议。近年来有关文学阅读与心理理论关系的实验性探讨不断增加。鉴于此, 作者从文本体裁、测量手段和个体差异角度分析了争议产生的原因。在此基础之上, 归纳了文学阅读影响心理理论的潜在机制, 即镜像神经系统和默认网络很可能是文学阅读促进心理理论提高的重要神经基础。     

高低水平汉英二语者阅读难易英语句子的知觉广度

通过考察高、低水平汉英二语者阅读难易英语句子的知觉广度,本研究发现二语水平和句子难度调节汉英二语者的英语阅读速度,但不影响其阅读知觉广度,均表现为注视词左侧1个词至右侧1个词。该结果表明汉英二语者采用相对固定的注意分配策略来阅读英语,与中央凹加工负荷假说不一致。     

Roles and Representations of Women in Early Chinese Philosophy: A Survey

An understanding of the roles and representations of women in classical Chinese philosophy is here derived from central texts such as the Analects, the Lienü Zhuan, and the I Ching. We argue that the roles of women during the classical period of Chinese philosophy tended to be as part of the “inner,” working domestically as a housewife and mother. This will be shown from three passages from the Analects. Women were represented as submissive and passive, as with the qualities ascribed to yin energy, and therefore as rightfully subordinate to men. However, despite representations of women in philosophy being thus at this time, there were exceptions, specific women who could take a male “outer” political role. The story of Jing Jiang from the Lienü Zhuan suggests that although women being involved in “outer” affairs were looked down on, there were still women who would be and who would occasionally get praised for doing so. This shows that it was realized, explicitly or otherwise, that women were capable of taking those roles, but also that they were not allowed to take such roles at that time.     

Comparative Perspectives on Solutions for the Problem of Other Minds

This paper aims to establish a dialogue between contemporary research on the problem of other minds and classical Chinese philosophical theories. It first explores the idea, inspired by the recent discovery of the mirror neuron mechanism, that a direct exchange of experience may occur between the observer and the observed. Next, it analyzes the ways in which the ancient Chinese philosopher Zhuangzi and Confucian thinkers reflected on the problem of other minds, which are quite similar to the idea inspired by the latest research on mirror neurons. In these thinkers’ views, knowledge of other minds is the result of mental activity and what it provides is, to a large extent, something related not to epistemology but rather to a situational understanding of other minds from the perspective of value theory. The author points out that this solution takes two aspects, humans’ innate nature and human experience, into consideration simultaneously. In terms of humans’ innate nature, the body of a human being is a body that represents the unity of man and nature, and it has something in common with the natural world, which lays a foundation for the perception of other minds. In terms of human experience, human beings have such actual needs as emotions, pursuits, and desires, and their behaviors need to conform to certain norms. It is in a body of this kind that the mind of human beings can be formed and enjoy the potential to develop. Effective interpersonal communication can thus be achieved.     

藏语母语者汉语词汇识别的眼动研究

采用眼动技术,通过两个实验考察了藏语母语者在不同语境中阅读汉语句子时,字形、语音信息在词汇识别中分别发挥的作用以及词频效应。结果发现：（1）在高限制性句子语境中,字形和语音共同作用;（2）在低限制性句子语境中,语音作用显著;（3）词频效应出现在高限制性语境的晚期,以及低限制性语境的中期和晚期。该结果表明,在藏语母语者阅读汉语的过程中,句子语境影响词汇识别过程中字形、语音的作用及作用的时间进程,藏语母语者汉语词汇识别符合双通道理论。     

汉语学龄前儿童主、宾关系从句认知特点及语义因素效应的研究

关系从句是人类语言领域句法结构较为复杂的句式,汉语3～5岁儿童是否具有加工关系从句的认知能力,以及该能力是否受句法结构和语义因素的影响,成为该领域当前研究的热点。本研究选取120名3～6岁学龄前儿童,以汉语主、宾关系从句为研究材料,通过操纵从句中核心名词的生命性格局对上述问题进行了考察。结果显示：(1)汉语领域内,3～4岁儿童基本上具备了理解句式较为简单的关系从句的能力;(2)5～6岁左右的儿童基本上具备了利用语义因素辅助关系从句加工的能力。总之,汉语学龄前儿童具备了加工关系从句的认知能力,且高年级儿童可以利用语义因素辅助从句加工。