Effective collaboration depends on the mutual regulation of group members, positioning it as a fundamental aspect of socially shared regulation of learning (SSRL). In recent years, SSRL has garnered increasing research attention. However, there remains a scarcity of psychometrically sound measures for assessing this construct. Without reliable…

The purpose of the present study was to provide the means to evaluate the "interval-scaling" assumption that governs the use of parametric statistics and continuous data estimators in self-report instruments that utilize Likert-type scaling. Using simulated and real data, the methodology to test for this important assumption is evaluated…

Rankings of international higher education institutions have become influential, newsworthy metrics worldwide. This is unsurprising given the rising prevalence of cross-national college attendance. This report evaluates the methodologies of three major international ranking systems: the Academic Ranking of World Universities (ARWU, or…

Long-running surveys need a systematic way to reflect social change and to keep items relevant to respondents, especially when they ask about controversial subjects, or they threaten the items' validity. We propose a protocol for updating measures that preserves content and construct validity. First, substantive experts articulate the current and…

The primary aim of this study was to investigate the construct validity of a survey focussing on the use of technology and teaching techniques to promote religious moderation, employing exploratory factor analysis (EFA). A total of 116 educators, who teach character development courses, were recruited to participate in the study. The developed…

This study aimed to verify the applicability of the community of inquiry (CoI) survey instrument in MOOC involving 1,186 college students from 11 different disciplines in China. Exploratory factor analysis was used to explore potential factor structure models, and confirmatory factor analysis was utilized to verify the four-factor structure…

The transition to secondary school can be a challenging period for adolescents. Although several questionnaires exist to measure transition-related concerns, there is a need to develop a comprehensive survey for assessing the knowledge and skills that adolescents require to adapt effectively to a new school. Thus, the purpose of this study was to…

Psychometric properties of the Survey of Perceived Organizational Support (SPOS-8) scores were examined with a national sample of school counselors (N = 1,005). SPOS-8 scores displayed good internal consistency ([alpha] = 0.92), one-factor structure, and convergent and discriminant validity. Measurement invariance was evident for White and…

The three-factor model structure of the School Counseling Program Implementation Survey was tested with a national sample (N=275) of school counselors. Confirmatory factor analysis (CFA) suggested a modified two-factor model was the most appropriate fit. Implications and future research for the school counseling profession are discussed.

Apart from providing a bird's eye view of a given domain of inquiry (Ioannidis et al., 2015), systematic reviews such as methodological syntheses offer a magnifying glass on prevalent existing problems in primary research and furnish empirically grounded solutions to rectify these issues (Page et al., 2021). As survey research in second language…

Numerous studies have been conducted using the Survey of Attitudes Toward Statistics-36 (SATS-36). Recently, large-scale assessment studies have begun to examine the extent to which students vary in their statistics attitudes across instructors. Yet, empirical evidence linking student responses to the SATS items to instructor-level constructs is…

This article describes the development and initial testing of the "Elementary Literacy Coach Self-Efficacy Survey", a new instrument designed and created to assess literacy coaches' efficacy for coaching-specific tasks. A synthesis of literature on literacy coaching tasks and experts in the coaching field were used to craft the…

Technological literacy (TL) as the goal of technology education guides the construction of the technology education curriculum in China. Previous studies investigating technological literacy were limited to K-12 students and had some ambiguities in the definition of technology, theoretical framework, and assessed criterion, and a measurement…

This paper reports results of a recent exploratory study using the International Survey of School Counselor's Activities with two separate but equivalent samples of guidance professionals from primary schools in Hong Kong. An exploratory factor analysis using data from one sample (n = 76) identified 7 factors representing guidance and counseling…

Driven by the need to understand placement quality indicators in action, the Clinical Placement Quality Survey--Student (CPQS-S) is a psychometrically robust survey designed to evaluate allied health students' perception of placement. The CPQS-S was developed and validity established through the consensus of an interprofessional expert panel (n =…