2025. Use of Factor Analysis to Improve Questionnaire-Based Research Design. International Journal of Latest Technology in Engineering Management & Applied Science. 14, 11 (Dec. 2025), 195–199. DOI:https://doi.org/10.51583/IJLTEMAS.2025.1411000019.