The rapid evolution of AI technologies has reshaped our daily lives. As AI systems become increasingly prevalent, AI literacy, the ability to comprehend and engage with these technologies, becomes paramount in modern society. However, existing research has yet to establish a comprehensive framework for AI literacy. This study aims to fill this gap…

While increasing productivity and economic growth, the application of artificial intelligence (AI) may ultimately require millions of people around the world to change careers or improve their skills. These disruptive effects contribute to the general public anxiety toward AI development. Despite the rising levels of AI anxiety (AIA) in recent…

This study addressed the issue of school alienation (SA) among high school students in Taiwan; SA is believed to contribute to dropout, violence, gangs, and deviant behavior. To measure SA, we propose a four-construct model in this study, comprising powerlessness, normlessness, meaninglessness, and social isolation. Using two studies, an SA scale…

With the development of the "maker movement," more and more teachers are applying a broad range of technological tools in their pedagogy, instead of only information technology. This study details the development and validation of the Teachers Maker-based TPACK Survey Instrument (TMTSI), a revised model designed to measure technology…

A prior study developed the Computational Thinking Scale (CTS) for assessing individuals' computational thinking dispositions in five dimensions: decomposition, abstraction, algorithmic thinking, evaluation, and generalization. This study proposed the Developmental Model of Computational Thinking through validating the structural relationships…

This research examines psychometric properties of the 10-item Perceived Academic Social Influence Scale (PASIS) across gender groups with samples from Finland and Taiwan (Total N = 4727, 50.2% female adolescents). Results of composite scores, factor loadings, item-total correlations, and values of square root of Average Variance Extracted (AVE)…

One of the major purposes of this study is to investigate the potential impact of gender and information and computer technology (ICT) resources on students' computational thinking (CT) competencies. To this end, the Computational Thinking Test for Junior High Students (CTT-JH) was developed and validated. Research participants included 437 junior…

Constraints-led approach (CLA) is widely used in physical education (PE). This four-phased study aimed to develop a self-report measurement of students' perceived constraints support in PE. The relationships among students' perceived constraints support, competence and novelty need satisfaction, motivation, effort, and engagement in PE were also…

This study developed a scale to assess high school students' programming disposition. The scale was developed by utilizing a standardized test development process. The three constructs of the scale, namely confidence, persistence and flexible thinking, consisted of 9 items (3 items on each construct). Participants for the formal test of the scale…

While in recent years, the introduction of English as a Medium of Instruction (EMI) courses has been increasing in Taiwanese and Vietnamese universities, use of EMI courses is still in an early phase, and their effectiveness remains under-explored in both territories. This study aims to develop an EMI effectiveness scale and apply…

This study developed and validated an instrument for assessing teachers' perceptions of culturally responsive teaching (CRT) in technology-supported learning environments (TSLE). Data were collected from a total of 257 elementary and secondary school teachers in Taiwan during March and April 2018 to verify the reliability and construct validity of…

This study serves to develop a multidimensional scale for assessing the digital fluency of preadolescents. The researchers applied exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) to evaluate the constancy of the classified factors and to elucidate relationships among factors in the Digital Fluency Scale. A total of 224…

Situational Judgment Tests for Teachers (SJTTs) were developed as an alternative to the existing evaluation programs for selecting student teachers. A Situational Judgment Test for Middle-school Teachers (SJTMT), a Situational Judgment Test for Primary-school Teachers (SJTPT), and a Situational Judgment Test for Early-childhood Teachers (SJTET)…

This research used mixed effects to construct a PBL-STEM (problem-based learning with STEM) questionnaire with high validity and reliability. The benefits of PBL-STEM focused on cross-disciplinary and longitudinal research to analyze students' self-efficacy in life science. All 175 university students who attended this course as an elective…

We have developed and validated a new Interpersonal Communication Competence Inventory (ICCI) for college students. Study 1 describes the development of the ICCI and results of an exploratory factor analysis of data from 1336 Chinese students, which identified a four-factor model with reasonable internal consistency. Study 2 describes results of a…