Exploratory factor analysis (EFA) and reliability analysis of financial literacy among workers

Authors

  • Norsilawati Mohd Hassan Faculty of Business and Management (UiTM), Malaysia
  • Nor Zuriati Amani Ab Rani Faculty of Business and Management (UiTM), Malaysia
  • Nor Sabrina Zahari Faculty of Business and Management (UiTM), Malaysia
  • Nik Suriati Nik Hassan Faculty of Business and Management (UiTM), Malaysia
  • Nurul Hafizah Azizan Faculty of Computer and Mathematical Sciences (UiTM), Malaysia

Keywords:

Financial Literacy, Financial Behavior, Financial Attitude, Financial Knowledge, Workers

Abstract

This study investigates the validity and reliability of financial literacy constructs among workers by employing Exploratory Factor Analysis (EFA) on data collected through a 15-item questionnaire measured using a 5-point Likert scale. A pilot study was conducted with 53 respondents, deemed sufficient based on previous literature. EFA results identified three core dimensions of financial literacy like financial behaviour, financial attitude, and financial knowledge, which collectively accounted for 68.75% of the total variance. It indicate a strong construct validity. All items demonstrated factor loadings above 0.50 and were retained. Reliability analysis using Cronbach's alpha confirmed high internal consistency across all components, with values ranging from 0.735 to 0.908. The findings establish a robust and valid measurement tool for assessing financial literacy among workers and provide a foundational framework for future research and policy interventions aimed at enhancing financial literacy, education and well-being in the workforce for a variety sector.

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Published

2025-09-25

How to Cite

Mohd Hassan, N., Ab Rani, N. Z. A., Zahari, N. S., Nik Hassan, N. S., & Azizan, N. H. (2025). Exploratory factor analysis (EFA) and reliability analysis of financial literacy among workers. Journal of Islamic, Social, Economics and Development, 10(76), 674–686. Retrieved from https://academicinspired.com/jised/article/view/3419