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Dual-Path Model of Team Communication and Shared Mental Models in Entrepreneurial Education: Enhancing Team Efficacy in Higher Education Using PLS-SEM
Published 2025-07-01“…Utilizing partial least squares structural equation modeling (PLS-SEM) on data from 475 university-based questionnaires from March to May in 2024 in China, the research reveals that structured internal communication significantly enhances the alignment of learning goals, teammate cognition, and activity synchronization, thereby fostering SMMs as a pivotal psychological infrastructure. …”
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Internal audit functions and sustainability audits: Insights from manufacturing firms
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Modeling Training Using Information and Communication Technologies in Early Childhood Education with Functional Diversity: The Case in Spain
Published 2025-05-01“…A partial least squares–structural equation model was developed. (3) Results: A positive relationship between teachers’ perceptions of ICTs and their use was found, corroborating the findings of previous studies on pre-service teachers working with students with functional diversity. …”
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The potential of online learning: investigating pre-use expectations, intentions, actual use and post-use outcomes in Massive Open Online Courses (MOOCs)
Published 2025-12-01“…Data are collected over multiple time periods with a lag of three months; 683 respondents participated in a questionnaire survey and 10 respondents participated in a Focus Group Discussion (FGD). The partial least squares structural equation modeling (PLS-SEM) is applied to examine the hypothesis, and the FGD results are summarized and interpreted to verify the empirical results. …”
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Factors That Affect the Acceptance of Educational AI Tools by Greek Teachers—A Structural Equation Modelling Study
Published 2024-09-01“…A total of 342 Greek teachers participated in the quantitative survey conducted. The proposed model was evaluated using partial least squares structural equation modelling (PLS-SEM). …”
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Artificial Intelligence and the Modelling of Teachers’ Competencies
Published 2024-02-01“…The study employs a partial least square – structural equation modelling (PLS-SEM) as the primary analytical tool. …”
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Determining AI-Based Learning Adoption Model for Students in Entrepreneurship Education: A Design Thinking Approach
Published 2025-01-01“…Quantitative analysis was conducted using descriptive statistics (SPSS 25) and Partial Least Squares Structural Equation Modeling (PLS-SEM). …”
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Entrepreneurial intention among youths: The role of entrepreneurial education and passion
Published 2025-03-01“…Methods: Data were gathered from 400 respondents from the study area using a structured questionnaire and a simple random sampling strategy. The research used partial least squares-structural equation modelling (PLS-SEM) to examine the relationship between study constructs. …”
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Investigating continuous intention to use metaverse in higher education institutions: a dual-staged structural equation modeling-artificial neural network approach
Published 2025-01-01“…A questionnaire was developed and distributed to students attending private universities in order to obtain the data that was needed for the proposed model. Using a hybrid approach that consists of partial least squares structural equation modeling (PLS-SEM) and an artificial neural network (ANN) model, which combines a linear PLS model with compensation and a nonlinear ANN model without compensation, the effect of CI on using the metaverse as a learning platform is investigated. …”
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Validating ajzen’s theory of planned behavior in Saudi translation education programs using a reflective structural equation model
Published 2025-06-01“…Data were collected from 45 undergraduate and graduate students across ten Saudi universities. Partial Least Squares Structural Equation Modeling (PLS-SEM) was used to assess both measurement and structural models. …”
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Modeling the relationships among physical education teachers’ technological pedagogical content knowledge, technology integration self-efficacy, employability, and the mediating ro...
Published 2025-07-01“…Data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) via SmartPLS 4. …”
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Assessment Design And Practices Toward Holistic Learning Of Higher Education Students: Empirical Evidence Via Path Analysis Modelling Approach
Published 2024-09-01“…We explored the correlations within defined networks by path analysis via partial least square structural equation modelling (PLS-SEM) framework of SmartPLS 3. …”
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Assessment Design And Practices Toward Holistic Learning Of Higher Education Students: Empirical Evidence Via Path Analysis Modelling Approach
Published 2024-09-01“…We explored the correlations within defined networks by path analysis via partial least square structural equation modelling (PLS-SEM) framework of SmartPLS 3. …”
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Assessment Design And Practices Toward Holistic Learning Of Higher Education Students: Empirical Evidence Via Path Analysis Modelling Approach
Published 2024-09-01“…We explored the correlations within defined networks by path analysis via partial least square structural equation modelling (PLS-SEM) framework of SmartPLS 3. …”
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AI adoption in higher education: Advancing sustainable energy management in palestinian universities
Published 2025-06-01“…Design/methodology/approach: A quantitative approach was adopted, with a cross-sectional survey of 269 university lecturers in two universities in Palestine, with simple random selection. Partial Least Squares Structural Equation Modeling (PLS-SEM) examined technological readiness, perceived benefits, financial constraint, awareness, and AI intention for use in a study. …”
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Artificial intelligence in higher education: Modelling students’ motivation for continuous use of ChatGPT based on a modified self-determination theory
Published 2025-06-01“…The data were analyzed using a Partial Least Squares-Structural Equation Modelling (PLS-SEM) technique. …”
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Building a triadic model of technology, motivation, and engagement: a mixed-methods study of AI teaching assistants in design theory education
Published 2025-07-01“…Results from Partial Least Squares Structural Equation Modeling (PLS-SEM) and Artificial Neural Networks (ANN) show that communication quality, perceived competence, task-technology fit, and school support are key predictors of engagement. …”
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Determinants of effective hands-on STEM education in higher education institutions in Mogadishu, Somalia
Published 2025-06-01“…Using partial least squares structural equation modeling (PLS-SEM) with a significance threshold of P < 0.05, 10 hypotheses were tested. …”
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Virtual Physical Education: Google Meet as an alternative platform for learning skill-based concepts
Published 2022-11-01“…From the 467 entire populaces, 250 students answered the online survey, and all responses were accepted after data cleaning. The Partial Least Squares-Structural Equation Modeling or PLS-SEM through SmartPLS4 was used to explore the factors affecting students’ acceptance of Google Classroom as an alternative platform to learning skill-based concepts in various Physical Education courses. …”
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