Limited‐information goodness‐of‐fit testing of diagnostic classification item response models

Despite the growing popularity of diagnostic classification models (e.g., Rupp et al., 2010, Diagnostic measurement: theory, methods, and applications, Guilford Press, New York, NY) in educational and psychological measurement, methods for testing their absolute goodness of fit to real data remain relatively underdeveloped. For tests of reasonable length and for realistic sample size, full‐information test statistics such as Pearson's X² and the likelihood ratio statistic G² suffer from sparseness in the underlying contingency table from which they are computed. Recently, limited‐information fit statistics such as Maydeu‐Olivares and Joe's (2006, Psychometrika, 71, 713) M₂ have been found to be quite useful in testing the overall goodness of fit of item response theory models. In this study, we applied Maydeu‐Olivares and Joe's (2006, Psychometrika, 71, 713) M₂ statistic to diagnostic classification models. Through a series of simulation studies, we found that M₂ is well calibrated across a wide range of diagnostic model structures and was sensitive to certain misspecifications of the item model (e.g., fitting disjunctive models to data generated according to a conjunctive model), errors in the Q‐matrix (adding or omitting paths, omitting a latent variable), and violations of local item independence due to unmodelled testlet effects. On the other hand, M₂ was largely insensitive to misspecifications in the distribution of higher‐order latent dimensions and to the specification of an extraneous attribute. To complement the analyses of the overall model goodness of fit using M₂, we investigated the utility of the Chen and Thissen (1997, J. Educ. Behav. Stat., 22, 265) local dependence statistic $X_{\mathrm{LD}}^2$ for characterizing sources of misfit, an important aspect of model appraisal often overlooked in favour of overall statements. The $X_{\mathrm{LD}}^2$ statistic was found to be slightly conservative (with Type I error rates consistently below the nominal level) but still useful in pinpointing the sources of misfit. Patterns of local dependence arising due to specific model misspecifications are illustrated. Finally, we used the M₂ and $X_{\mathrm{LD}}^2$ statistics to evaluate a diagnostic model fit to data from the Trends in Mathematics and Science Study, drawing upon analyses previously conducted by Lee et al., (2011, IJT, 11, 144).     

马克思的“个体”和“共同体”概念

个体与共同体的概念在马克思哲学和历史理论中占有重要的地位。"人格个体"(das persoenliche Individuum)与作为这种个体联合的"真正共同体"(wirkliche Gemeinschaft),构成马克思所追求的理想社会的密不可分、互为前提的两端。马克思对个体与共同体及其相互关系的认识和重建,集中反     

Cognitive control and word recognition speed influence the Stroop effect in bilinguals

Bilinguals have been shown to be less susceptible to Stroop interference in their first language than monolinguals, though the cause is currently being debated. In two experiments, we explored how cognitive control and word recognition contribute to the Stroop effect by contrasting cognitive control (via a Simon arrow task), word recognition speed (via a Chinese/English word recognition task) and Stroop susceptibility (via a verbal Stroop task) between proficient and non‐proficient Chinese–English bilinguals. Compared to non‐proficient bilinguals, proficient bilinguals showed better cognitive control at inhibiting irrelevant information, and they were slower at recognising Chinese words but quicker at recognising English words. Critically, we also showed that proficient bilinguals showed a smaller Stroop effect than non‐proficient bilinguals in Chinese but a comparable Stroop effect as non‐proficient bilinguals in English. The results cannot be accounted for by cognitive control or word recognition speed alone; instead, they are best accommodated by assuming that cognitive control and word recognition speed jointly determine the Stroop effect. Thus, we conclude that enhanced cognitive control and delayed word recognition combine to reduce Stroop effect in bilinguals as compared to monolinguals.     

语言耗损研究述评

本文概述语言耗损研究的历史与现状,包括语言耗损研究的主要内容和意义,以及目前存在的若干问题和难点。作者强调指出,语言耗损乃语言习得的伴生产物,关系极其密切．研究习得决不能忽视研究耗损。此外,由于环境因素对语言耗损有重要影响以及非同源语言对语言习得具有负面作用,研究汉语语言环境下外语耗损对中国的外语教学具有特殊的重要意义。     

HO-DINA模型的MCMC参数估计及模型性能研究

认知诊断目前在国内外越来越受到重视,而要真正实现认知诊断,需借助一定的计量学模型即认知诊断模型。国际上,目前已开发近60种认知诊断模型,不同模型又各具特点。本研究重点分析国外研究较成熟的模型--HO-DINA/DINA模型,具体探讨该模型参数估计的实现及模型性能,采用Monte Carlo模拟方法进行,研究发现：(1)本研究对项目参数、属性参数和被试参数估计返真性较好、稳健性较强、HO-DINA模型具有较高的判断率,MCMC算法可行;（2）诊断的属性个数越多,诊断的模式正确率越低,建议实际使用该模型时,诊断的属性个数不宜超过7个;（3）用于诊断的项目数越多,诊断的模式正确率越高,在实际工作中,若要保证有80%以上的模式判准率,则4个属性的至少需20题,5个、6个和7个属性的至少需要40题,8个属性至少需60题。实际运用者应根据实际情况考虑适当的项目数及属性数。     

Greenwald提出的内隐联想测验介绍

内隐联想测验(Implicit Association Test,简称IAT)是Greenwald等于1998年提出的一种新的内隐社会认知的研究方法,其采用的是一种计算机化的辨别分类任务,以反应时为指标,通过对概念词和属性词之间的自动化联系的评估进而来对个体的内隐态度等进行间接测量。该文先对内隐联想测验的由来、原理进行了介绍,再从性能及应用两方面对已有的相关研究进行了归纳、整理和论述。最后,通过分析指出该方法符合现代心理测量学的最新发展方向,将有着强大的生命力。     

体验型消费和实物型消费的差异：研究方法及效应

体验型消费是指以获得一种体验为目的的消费行为, 而实物型消费为以获得某种实质物品为目的的消费行为, 以往研究发现这两种不同的消费类型在消费者心理以及行为的多个维度上的影响都存在差异。本文首先回顾了过往研究所采用的研究方法并整理为如下三类：对消费类型的操纵方法、消费类型偏好的测量方法以及非实验研究方法。并从心理与行为两个角度, 梳理了体验型消费和实物型消费影响的差异。未来研究需进一步关注影响不同消费类型的前因变量, 充分利用新兴数据获取方式、关注不同消费类型的模型建构和内部维度, 以及体验型消费可能存在的“阴暗面”。     

The relationship between neuroticism and night eating: exploring the mediating roles of psychological distress and maladaptive coping

Night Eating Syndrome has been shown to be associated with various negative physical and psychological consequences. This study explored the relationship between neuroticism and night eating, which had not been studied before. We also examined the possible mediating roles of psychological distress and maladaptive coping for the relationship between neuroticism and night eating. A sample of 578 Chinese college students were assessed on several measures: The Revised Eysenck Personality Questionnaire Short Scale, the Night Eating Questionnaire, the Depression Anxiety Stress Scales, and the Simplified Coping Style Questionnaire. Results indicated that neuroticism was significantly and positively related to night eating (r = .38, p < .01), and the relationship between neuroticism and night eating was partially mediated by psychological distress, but not by maladaptive coping. The results not only revealed a medium-sized relationship between neuroticism and night eating, but also pointed out the importance of psychological distress as related to the relationship between neuroticism and night eating. Unlike neuroticism, which is a personality trait, psychological distress is an emotional state, and it is much more malleable through appropriate intervention. The treatment and intervention for night eating may benefit from our attention to the psychological distress.     

数学学习困难初中生的记忆广度特点

记忆广度包括短时记忆广度和工作记忆广度,为揭示数学学习困难学生认知缺损特点,筛选103名初中生（平均年龄12.57岁）,比较数学困难学生（49名）与数学优秀学生（54名）的记忆广度差异,通过词语系列任务、阅读广度任务以及倒背数字任务,分别测查了短时记忆、言语工作记忆以及数字工作记忆。结果发现,数困组与优秀组的学生在词语系列任务中没有显著差异（t＝-1.59, p>.05）,在阅读广度任务中,具有显著差异（t＝-2.38, p<.05）,在倒背数字任务中具有极其显著的差异（t＝-4.69, p<.01）。阅读广度和倒背数字之间具有显著相关(r=.24, p<.05),词语系列任务与阅读广度(r=.19, p>.05)和倒背数字任务(r=.05, p>.05)之间不存在显著相关。研究表明,在具有干扰情况的任务更能有效预测数学成绩,数学学习困难的认知缺损主要是对抗干扰的能力不足,而非简单的短时记忆广度。     

“中国现代性”的追寻——对当代中国哲学发展主线的一种描述

The process of Chinese modernization is essentially the pursuit and the construction of Chinese modernity. This process has been the focus of modern and contemporary Chinese philosophy. It is embodied in the cultural and philosophical developments both during the period of Chinese Democratic Revolution and after the foundation of the People's Republic of China. It is especially the case during the Reform and Openness era. In the currently prevalent model of modernity,there are deep internal contradictions a...