Optional Activity 6: Advanced Multivariate Techniques

[Imran_Khan]

1. How many latent factors did the EFA suggest?
   3
2. Which variables loaded cleanly on each factor/components?
   Factor 1: – Motivate1, Motivate2, Motivate3 and Motivate4
   Factor 2: – Engage1, Engage2 and Engage3
   Factor 3: – Anxiety1, Anxiety2 and Anxiety3
   Factor 4: – Engage 1 to 2, Anxiety 1 to 3, Motivate 1 to 4
   Factor 5: – None
3. Did the PCA results confirm or differ from the EFA?
   It seems to have confirmed this based on the plot.
4. Was your SEM model a good fit? Which indices supported this?
   Lavaan package was not working with the current version of R.
5. What psychological insight does this model provide about the structure of academic behaviour?

• This topic was modified 10 months, 3 weeks ago by Imran_Khan. Reason: Error in the html code

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