Ernest Bai Koroma University of Science and Technology
|Mathematics, Statistics, and Quantitative Techniques Instructor & Research Scientist
Makeni, Sierra Leone, Sierra Leone
Summary
Led instruction in mathematics, statistics, and quantitative techniques while conducting psychometric research to develop and validate educational assessment instruments in indigenous learning environments.
Highlights
Developed and validated a contextually grounded instrument (MaSI) for assessing mathematical and statistical competencies, achieving strong psychometric properties with Cronbach's alpha values of 0.794 (test), 0.780 (development), and 0.853 (validation).
Conducted extensive data analysis using Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), and Structural Equation Modelling (SEM) on three independent national representative samples (N=504, 1,502, 373 participants) to establish construct validity and reliability.
Identified a high and significant correlation (0.7) between students' self-efficacy in statistical literacy and computer self-efficacy, emphasizing the critical role of technology in education.
Published research contributing valuable information for creating programs that support academic success and equity, particularly in the context of increasing reliance on AI, Machine Learning tools and statistical data applications.
Mentored and educated diverse cohorts of social science students over a decade, enhancing their quantitative reasoning skills and addressing learning challenges in mathematics and statistics.