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Exploring the determinants of AIGC usage intention based on the extended AIDUA model: a multi-group structural equation modeling analysis
Published 2025-05-01“…Additionally, to compare the differences in variable relationships across different subgroups, a multi-group structural equation modeling(MGSEM) analysis was conducted.Results(1) Effects on Key Expectations: Social influence significantly enhances performance expectancy (β = 0.109, p < 0.05) but negatively impacts effort expectancy (β = −0.135, p < 0.01). …”
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Graduates’ intention to develop live commerce: The educational background perspective using multi-group analysis
Published 2023-03-01“…Moreover, it focuses on the impact of graduates’ educational background and explores its moderating role using multi-group analysis. …”
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Understanding Behavioral Intention to Use Moodle in Higher Education: The Role of Technology Acceptance, Cognitive Factors, and Motivation
Published 2025-05-01“…A quantitative, cross-sectional research design was employed utilizing Structural Equation Modeling (SEM) to analyze 487 responses from university students with varying levels of Moodle experience. …”
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Determinants of ChatGPT Adoption Intention in Higher Education: Expanding on TAM with the Mediating Roles of Trust and Risk
Published 2025-01-01“…Using a quantitative cross-sectional design, the data from 435 participants were analyzed using structural equation modeling (SEM) to explore the relationships among the perceived ease of use (PE), perceived intelligence (PI), perceived usefulness (PUSE), PT, and PR. …”
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Investigating the entrepreneurial intentions of prospective teachers in Ghana: a gender-based PLS-SEM multi-group analysis
Published 2025-07-01“…A multi-group partial least squares structural equation modelling analysis revealed that entrepreneurial attitudes, entrepreneurial efficacy, subjective norms, and access to capital significantly influence the entrepreneurial intentions of final-year prospective teachers. …”
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Demographic Insights Into Autonomous Taxi Adoption: A Multi-Group Analysis Extending UTAUT2 With Trust, Perceived Risk, and Personal Innovativeness
Published 2025-01-01“…Based on a survey of 417 respondents in Wuhan, China, relationships between the proposed theoretical constructs and AT adoption intention are examined using structural equation modeling (SEM), complemented by multi-group analysis (MGA) to investigate demographic variations. …”
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Librarians’ awareness, acceptability, and application of artificial intelligence in academic research libraries. Multigroup analysis via PLS‒SEM
Published 2025-01-01“…A cross sectional survey involving a total of 3783 librarians was carried out. Structural equation modelling with multi group analysis performed to determine the dimensionality of the scale and factor structures as well test the conceptual model using SmartPLS 3. …”
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A study on the relationship between physical exercise and feelings of inferiority among college students: the chain mediating effect of social support and emotional regulation abil...
Published 2025-01-01“…The research investigates both direct and indirect pathways to understand how physical exercise enhances psychological resilience and mitigates negative self-perceptions.MethodsA sample of 2,036 college students from 15 provinces in China was surveyed using validated scales for physical exercise, feelings of inferiority, social support, and emotional regulation ability. Structural equation modeling (SEM) was employed to test hypothesized pathways, including direct effects and chain mediation effects. …”
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A Systematic Review of Research Articles on Measurement Invariance in Education and Psychology
Published 2020-12-01“…", and the journal was "Structural Equation Modeling: A Multidisciplinary Journal". …”
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How does emotion regulation affect adolescents' social adaptability? Building bridges for parent-child communication, empowered by AI education
Published 2025-09-01“…Data from 1318 Chinese adolescents were analyzed using structural equation modeling with bootstrapping and multi-group comparison. …”
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