From the above table, Eigen value of the first factor is larger than the Eigen value of the next factor (5.080 versus 01.251). Additionally, the first factor accounts for 46.185% of the total variance. This suggests that the scale items are uni-dimensional.
The starting point of factor analysis is a correlation matrix, in which the inter-correlations between the studied variables as Correlation Matrix are presented below in the Correlation Matrix Table 5.