A multivariate statistical method called factor analysis is used to find underlying latent factors that account for the pattern of correlations between many observed variables. Reducing a large number of interconnected variables associated with MSME operating issues into a smaller set of significant and comprehensible factors is the main goal of using factor analysis in this study.