Testing a second order CFA model using AMOS (v2)
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- Опубликовано: 22 авг 2024
- This video provides a general demonstration for testing a second-order confirmatory factor analysis (CFA) model using AMOS. In it, I cover the steps laid out by Brown (2006).
The Powerpoint referenced in the video can be downloaded here: drive.google.c...
A copy of the SPSS data file can be downloaded here: drive.google.c...
Great video by simplifying such complex topic. It goes straight with a logical progression of ideas. Such fantastic expression of a teacher makes the learning easy for students. My congratulations for such brilliant work!!!
Great video. We develop some additional reporting recommendations in Crede & Harms (2015). Also worth noting that a chi-square difference test is technically only appropriate when the less parsimonious model has a non-significant chi-square.
in his Book, Collier, J. E. (2020). Applied structural equation modeling using AMOS: Basic to advanced techniques. New York: Routledge. He says that it is unacceptable to have a reflective second-order construct to its first-order dimensions. See page 113 Diagram 5 of his Book
Thank you for your guide and dedication. Best wishes to 2021
Thanks Jesus, best wishes to you for 2021!
Thank Professor for this video. I have 2 latent variables included in a a second-order factor. The CFA, validity and discriminant are excellent for the second-order. The discriminant is bad for the model with 1 order factors. I have P-Value < .00001 significant at p < .05 for the difference in CMIN and DF between the second and first order factors. So I have to consider my second-order factor.
Since the first order factors conceptually belong to the 2-order factors (opposite types of organisational culture), I wonder if I can use the first order factors to test the different moderation effects in a Hayes process model (considering both moderators in the model). Thank you for your help.
Thank you very much for this wonderfu video. I only have one question. To run the second order CFA in stata, must one use the correlation matrix between the variables, or it is possible to use the raw data? I have dataset with about 6000 observations.
I wonder if it is possible to do SEM through AMOS efficiently. I do understand CFA is possible but when it comes to SEM, people recommend SMARTPLS, which I do not have.
Otherwise I am gonna consider my model as a first-order model but it does not feel right.
Hi Mike, How do I test within AMOS a 6, 5 , 4 , 3 factor solutions as a nested
version of the 7 factor CFA solution with all of the items used to generate the
7 factor solution.
Thank you sir for this informative video. Sir, while running my second order construct for cfa in amod, GFI and RMR value table is not showing rest all are there. I'm unable to solve this issue. Please help
Hello, I don't think Lavaan prints out GFI and RMR by default with the fit.measures option. However, you can get these indices (along with many others) by typing:
fitMeasures(fit)
where, the "fit" argument in the above is MY name of for an object where I saved stored results using the cfa function. That is, fitMeasures()
Alternatively, it might be easier to find the gfi, agfi, and rmr by typing:
fitMeasures(fit, fit.measure=c("gfi","agfi","rmr"))
Cheers!
Hi Mike! I would like to ask how to assess multicollinearity in AMOS where one independent variable is a second-order factor?
the observed variable is represented by an ellipse. Please how can solve this problem