The document summarizes the results of a principal factor analysis conducted on survey responses from the first batch of IS graduates from De La Salle - College of Saint Benilde. The survey examined students' perceptions of the skills they developed and objectives attained in the IS program. The analysis identified three key factors: 1) Organizational communication skills, 2) ICT external relations and diversity, and 3) Project management skills and financial analysis. Based on these results, the survey will be shortened to focus on 13 items measuring these three factors.

1. Principal Factor Analysis of IS-Survey By Paul Pajo

7. Correlation Matrix

8. Scree Plot (3 factors!)

9. Unrotated Factor Loading

10. Eigenvalues Explained Variance