Hi,
I'm confused.
Let's say I have 4 highly correlating likert scale questions for the topic "good communication" (communication is considered a success factor).
Are my indicators now formative or reflective?
Ive read literature that says that highly correlated items mean that I should model it with reflective indicators, whereas it also says that success factors usually consist of formative indicators..
My questions are like:
-communication is important
-communication is not important
-communication is a big success factor
-communication benefits the xyz process
Any hints?
Thank you
Formative vs reflective
- Diogenes
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Hi,
The example that you gave is reflective:
- High correlations.
- Items 1 to 3 are the same (unusuful redundancy = we’ll have high correlations, high alphas’s Cronbach, high composite reliability, but low content validity)
Suggestions:
1) Create new items (and pre-test for content validity), keep just one of the first three items.
2) I think that “communication is considered a success factor” of other latent variable (create a structural model).
Best regards,
Bido
The example that you gave is reflective:
- High correlations.
- Items 1 to 3 are the same (unusuful redundancy = we’ll have high correlations, high alphas’s Cronbach, high composite reliability, but low content validity)
Suggestions:
1) Create new items (and pre-test for content validity), keep just one of the first three items.
2) I think that “communication is considered a success factor” of other latent variable (create a structural model).
Best regards,
Bido
Thank you very much :)Diogenes wrote:Hi,
The example that you gave is reflective:
- High correlations.
- Items 1 to 3 are the same (unusuful redundancy = we’ll have high correlations, high alphas’s Cronbach, high composite reliability, but low content validity)
Suggestions:
1) Create new items (and pre-test for content validity), keep just one of the first three items.
2) I think that “communication is considered a success factor” of other latent variable (create a structural model).
Best regards,
Bido