Using Exploratory and Confirmatory Factor Analysis to understand the role of technology in nursing education

The study aimed to establish the role played by technology in nursing education through Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA). 150 student nurses participated, with data being collected using a structured questionnaire with 14 items on a 5-point Likert scale. Parallel Analysis (PA) and Exploratory Factor Analysis (EFA) were conducted to identify the factors for the role of technology in nursing education, Confirmatory Factor analysis (CFA) was used to ascertain the model fit. ANOVA, t-test and binary regression analysis were used to identify among the factors the differences within the level of the study, and perceived abilities to use the computer. The EFA identified five factors from 14 items, and through the CFA, the results indicated that the model was supported by the following indices: Comparative Fit Index (CFI) = 0.968 (>0.95); Incremental Fit Index (IFI) = 0.969 (>0.95); Tucker-Lewis Index (TLI) = 0.957 (>0.95); Root Mean Squared Error of Approximation (RMSEA) = 0.077 (