EFA of the CONNECT instrument identifies seven transversal-skill components¶

Claim · All claims
Evidence · 1 study · associational r2 · q2
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Exploratory factor analysis with Varimax rotation identified seven clusters of transversal skills aligning with the CARE-KNOW-DO framework, with high reliability (Cronbach's alpha = 0.916) and sampling adequacy (KMO = 0.906). → Okada 2024

Evidence¶

Okada 2024¶

Okada, A., Sherborne, T., Panselinas, G., & Kolionis, G. (2024). AI in Education: A Cross-National Study of Open Schooling Using the CARE-KNOW-DO Framework for Sustainable Development Goals. https://doi.org/10.21203/rs.3.rs-3960164/v1

q2 · i? · associational · r2

Quantitative analysis of Likert-scale questionnaire data using SPSS 27; the article reports "a high Cronbach’s alpha of 0.916", a "KMO measure of 0.906", and seven clusters from Varimax-rotated EFA.

"A high Cronbach’s alpha of 0.916 demonstrated the instrument's reliability and internal consistency. An adequate sample size was conrmed by a KMO measure of 0.906 and Bartlett’s test chi-square statistic, validating the suitability of the factor analysis. Varimax rotation in EFA identied seven clusters aligning with the CARE-KNOW-DO framework's core and subconstructs."

Discussion¶

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