Using Response Times and Response Accuracy to Measure Fluency Within Cognitive Diagnosis Models

Psychometrika - The recent “Every Student Succeed Act" encourages schools to use an innovative assessment to provide feedback about students’ mastery level of grade-level content...     

Spillover of authenticity from work to home: The mediating role of affect

A growing area of research is beginning to examine the state-like nature of authenticity. The current study builds on this research by examining the (dis)continuity in state authenticity across two different social contexts: work and home. We surveyed 154 full-time employees twice a day for five consecutive workdays. Results showed that state authenticity at work and at home shared a relatively strong positive relationship that appeared to be mediated by the spillover of affect from one context to the next. This is consistent with prior work showing that affect tends to “spillover” from one context to the next and work that suggests a causal impact of affect on authenticity judgments. Implications for the study of state authenticity as well as work–home interaction are discussed.     

整字和部件的语义关系对汉字认知的影响

等级汉字是指由小汉字组成的大汉字。依据Navon的复合刺激范式,实验1选取“生物和非生物范畴”的汉字构建等级汉字,探索语义范畴是否一致对刺激认知的影响。实验2选取“意义相反或无关”的汉字组成等级汉字,采用真假字判断任务探索语义关系对刺激加工的影响。实验结果发现,等级汉字加工受大小汉字语义范畴关系和语义关系的影响,同时,任务类型影响汉字认知。     

A New Online Calibration Method for Multidimensional Computerized Adaptive Testing

Multidimensional-Method A (M-Method A) has been proposed as an efficient and effective online calibration method for multidimensional computerized adaptive testing (MCAT) (Chen & Xin, Paper presented at the 78th Meeting of the Psychometric Society, Arnhem, The Netherlands, 2013). However, a key assumption of M-Method A is that it treats person parameter estimates as their true values, thus this method might yield erroneous item calibration when person parameter estimates contain non-ignorable measurement errors. To improve the performance of M-Method A, this paper proposes a new MCAT online calibration method, namely, the full functional MLE-M-Method A (FFMLE-M-Method A). This new method combines the full functional MLE (Jones & Jin in Psychometrika 59:59–75, 1994; Stefanski & Carroll in Annals of Statistics 13:1335–1351, 1985) with the original M-Method A in an effort to correct for the estimation error of ability vector that might otherwise adversely affect the precision of item calibration. Two correction schemes are also proposed when implementing the new method. A simulation study was conducted to show that the new method generated more accurate item parameter estimation than the original M-Method A in almost all conditions.     

Analysis of Multiple Partially Ordered Responses to Belief Items with Don’t Know Option

Understanding beliefs, values, and preferences of patients is a tenet of contemporary health sciences. This application was motivated by the analysis of multiple partially ordered set (poset) responses from an inventory on layman beliefs about diabetes. The partially ordered set arises because of two features in the data—first, the response options contain a Don’t Know (DK) option, and second, there were two consecutive occasions of measurement. As predicted by the common sense model of illness, beliefs about diabetes were not necessarily stable across the two measurement occasions. Instead of analyzing the two occasions separately, we studied the joint responses across the occasions as a poset response. Few analytic methods exist for data structures other than ordered or nominal categories. Poset responses are routinely collapsed and then analyzed as either rank ordered or nominal data, leading to the loss of nuanced information that might be present within poset categories. In this paper we developed a general class of item response models for analyzing the poset data collected from the Common Sense Model of Diabetes Inventory. The inferential object of interest is the latent trait that indicates congruence of belief with the biomedical model. To apply an item response model to the poset diabetes inventory, we proved that a simple coding algorithm circumvents the requirement of writing new codes such that standard IRT software could be directly used for the purpose of item estimation and individual scoring. Simulation experiments were used to examine parameter recovery for the proposed poset model.     

Examining the Use of Talk and Writing for Students' Development of Scientific Conceptual Knowledge Through Constructing and Critiquing Arguments

This study developed an analytic framework consisting of four patterns of talk and writing that can support students' engagement in construction and critique: Talk only, writing only, use of talk and writing in sequence, and use of talk and writing simultaneously. This study aimed to examine how each pattern supports students' development of scientific knowledge through the construction and critique of arguments and what cognitive functions are associated with each pattern. To trace students' knowledge development over time using the four patterns, three students were selected as target subjects. Data were analyzed using two approaches: (1) in-depth analysis of a Knowledge Development Trajectory and (2) constant comparative method. This study highlights elementary students' capability of engaging in argumentation that promotes their scientific knowledge development when provided with proper opportunities, facilitation, and time to recognize that talk and writing can be used as epistemic tools for both constructing and critiquing arguments.     

WHY IS CONFUCIANISM NOT A RELIGION? THE IMPACT OF ORIENTALISM

This study attempts to answer the question why Confucianism, the dominant “teaching” among the Three Teachings, is not a religion in contemporary China, unlike the other two “teachings,” Buddhism and Daoism. By examining this phenomenon in the social‐historical context, this study finds its origin in Orientalism. The Orientalist conceptualization of religion became part of the New Culture discourse at the turn of the twentieth century. While China has undergone tremendous social changes over the past century, the old discourse remains.