As one of the 21st-century skills, self-directed learning (SDL) has received widespread attention and has become an essential research topic in education. In this study, we examined the psychometric properties of the SDL scale (SDLS) (Lounsbury et al., 2009) with a sample of 408 Chinese undergraduates. Previous research on Chinese students has…

The present study examined the convergent validity between two frequently used achievement goal instruments: Patterns of Adaptive Learning Scales (PALS) and the Achievement Goal Questionnaire 3 x 2 (AGQ 3 x 2). Confirmatory factor analysis and structural equation models tested for relationships both within and across the scales in a sample of…

Research self-efficacy is a key component of college students' career development. This study's purpose was to develop and begin to construct a validity argument for scores from the Sources of Research Self-Efficacy (SRSE) scale in college students. We explored validity evidence for SRSE scores from 719 undergraduate and graduate students based on…

The purpose of this study was to investigate the validity evidence for the use of the 19-item and 20-item short forms of the MUSIC Model of Academic Motivation Inventory (College Student version) with undergraduate students. These shorter forms of the MUSIC Inventory could be beneficial to teachers and researchers. Our analysis included inventory…

The Academic Resilience Scale (ARS) was developed to measure resilience factors in educational contexts. However, there is no clarity on whether the scale could be used as a measure of unidimensional academic resilience scores or just to obtain multidimensional academic resilience factors. How a scale is scored can affect the validity of…

One of the primary goals of higher education is to enhance students' critical thinking skills as they work to complete their program of study. As such, it is for critical educators and academic program coordinators to have access to assessment tools that can provide accurate estimates of the cognitive and dispositional domains of higher-order…

Fear of failure undermines students' learning and well-being. However, despite the prevalence of fear of failure, there is a lack of a measurement tool explicitly designed to assess the fear of failure in learning among Chinese students. This study aimed to adapt and validate the Chinese version of the Fear of Failure in Learning Scale (C-FOFLS).…

The current study sought out to advance the Social Self-Efficacy and Social Outcome Expectations scale using multiple approaches to scale development. Data from 583 undergraduate students were used in two scale development approaches: Classic Test Theory (CTT) and Item Response Theory (IRT). Confirmatory factor analysis suggested a 2-factor…

Using an established global academic interest scale, academic interest dimensions of undergraduate (n = 326) and graduate (n = 401) students were compared. The four-factor structure, consisting of passion for learning, confidence in the future, career aspiration, and self-expression, held for both student groups. However, the item scores and mean…

This study tested the factor structure, reliability, and criterion validity of the Academic Encouragement Scale (AES) in 690 university students in China. The AES displayed good internal consistency and test--retest reliability. The data provided evidence supporting a two-factor structure: challenge focused encouragement (CFE) and potential…

The Adult ADHD Self-Report Scale screener is commonly used to determine if further evaluation of ADHD is required. However, despite use in college settings, the ASRS was not developed for this population, and limited relevant psychometric data exist. In this study, 190 college students completed the ASRS screener as well as a lengthier measure of…

A short form of the 43-item Test Anxiety Measure for College Students (TAM-C) was developed in the present study. The TAM-C consists of six (social concerns, cognitive interference, worry, physiological hyperarousal, task irrelevant behaviors, and facilitating anxiety) scales. Twenty-four items from the TAM-C were selected for the short form.…

Perfectionism is a crucial concept in psychology as perfectionism has been found to be related to many important factors affecting daily and academic life. Many researchers have tried to measure perfectionism since 1980. Following an extensive literature review, Smith, Saklofske, Stoeber, and Sherry developed a new perfectionism scale called Big…

The current study aimed to develop a measure of anticipated teacher-student relationship quality to be used with preservice teacher populations that is operationally similar to a measure commonly used with inservice teachers (i.e., short-form of the Student-Teacher Relationship Scale). To date, teacher-student relationship quality has been a…

Many students experience math anxiety, which can negatively affect their academic achievement and even their career choices. One of the most commonly used methods to assess math anxiety is the Abbreviated Math Anxiety Scale (AMAS). Despite the ubiquity of this measure, there is a lack of studies assessing its validity. Moreover, almost all studies…