Principal Factors Analysis of IS Survey

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    Principal Factors Analysis of IS Survey - Presentation Transcript

    1. Principal Factor Analysis of IS-Survey By Paul Pajo
    2. Details of IS Survey
      • Research initiated by Ms. Menchu Cueto, Chairperson of the IS Department of De La Salle – College of Saint Benilde
      • Given to first batch of IS graduates for SY 2008-2009
      • N=30; male=27; female=3
      • Ages 19-21
    3. Survey is composed of
      • Factors why they entered IS program
      • Awareness of DLS-CSB policies
      • Satisfaction over aspects of IS program
      • Program Implentors’ perceived competency
      • Faculty’s perceived competency
      • Perceived Student’s Developed Skills
      • Perceived Relevance of Courses
      • Perceived Attained Objectives
    4. PFA (first pass)
      • PFA on perceived Student’s developed skills and
      • Perceived attained objective
      • Why? The scales are the same:
        • (5) Developed/Attained to a very great extent (VGE)
        • (4) Developed/Attained to a great extent (GE)
        • (3) Developed/Attained to a moderate extent (ME)
        • (2) Developed/Attained to a slight extent (SE)
        • (1) Developed/Attained to a very slight extent (VSE)
        • (0) Not Applicable or no sufficient information to respond (NA)
    5. 21 factors on perceived Student’s developed skills
      • IT Understanding
      • Systems Analysis
      • Systems Design
      • Systems Development
      • Project Management
      • Financial Analysis
      • Org Behavior Understanding
      • Achievement-Orientation
      • Analytical
      • Communication
      • Delegating
      • Feedback
      • Futuring
      • Group Process
      • Interpersonal
      • Leadership
      • Negotiation
      • Organization
      • Presentation
      • Problem-solving
      • Business Writing
    6. 6 factors on perceived attained Objectives
      • Attained practical and theoretical knowledge of the utilization of IT in an enterprise
      • Positive contribution to the development of the Philippine ICT industry.
      • Well rounded CSR Benildean IT professional
      • Partnerships via academic linkages
      • Commitment to social improvement
      • Appreciation of diversity
    7. Correlation Matrix
    8. Scree Plot (3 factors!)
    9. Unrotated Factor Loading
    10. Eigenvalues Explained Variance
    11. Varimax Rotation Raw
      • Factor 1 is dominated by items that measure organizational communication
      • Factor 2 is dominated by items that measure ICT external relations & diversity
      • Factor 3 is dominated by items that impact Project Management
    12. New Survey Form reduces they 27 items to 13
      • Factor 1 items will be 8 items on the Perceived Developed Student’s skills related to Organizational Behavior
      • Factor 2 items on the Attained Objectives will be 3 items
      • Factor 3 items will be 2 items on the Perceived developed Student’s skills focusing on Project Management + Financial Analysis
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