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Dear All, I have a small doubt in performing reliability and validity analysis according to my constructs and dimensions in the operationalization table. 'C1' is one of my constructs with two dimensions 'D1' and 'D2'. Do I need to perform reliability analysis and dimension reduction on the...

Hi all, I have a little doubt in cross-loading of variables in Exploratory Factor Analysis. Is there any particular condition or a threshold value to decide whether to keep a cross-loaded variable or to remove it from the list? I could not find a good reference for that. I am very much thankful...

The 5 constructs are course design aspects. I want to measure how those course design aspects relate with student satisfaction. So, I don't have a way to take one of the constructs as a dependent variable. That is why I thought to combine those. But I'm not sure whether it is correct or not...

Thank you very much for your reply. I have 52 responses in my dataset. Actually, I developed the operationalization table by referring to the literature and I have literature saying that the student satisfaction can be measured by those constructs. Further, my target is to develop a model for...

Hi all, I am a PhD student conducting research related to student satisfaction. I am struggling to find a way to measure my dependent variable. In my operationalization table, I have 5 constructs (Independent variables) as A1, A2, A3, A4 and A5. My dependent variable student satisfaction (X) is...