Development and Validation of a Contextually Grounded Instrument for Assessing Mathematical and Statistical Competencies in Indigenous Learning Environments.
Published by
Academic Journal
Summary
This study developed and validated a contextually grounded instrument (MaSI) to measure psychological constructs influencing mathematics and statistical competencies in indigenous learning environments. Utilizing EFA, CFA, and SEM on three national samples (N=504, 1,502, 373), the instrument demonstrated strong psychometric properties and consistent factor equivalency. Key findings include a significant correlation (0.7) between statistical literacy and computer self-efficacy, and links between mathematics perceptions and statistical self-efficacy, providing a robust tool for enhancing teaching, inclusive education, and research in the context of AI and Machine Learning.