Group comparison of "ranks" of path coefficients possible?

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Joined: Fri Oct 10, 2014 2:42 pm
Real name and title: BeautifulGarbage

Group comparison of "ranks" of path coefficients possible?

Post by beautifulgarbage » Thu Nov 12, 2015 7:56 am

Dear PLS-community,

part of my PLS model contains four latent constructs (dimension 1, dimension 2 etc.), each having a path to another latent variable (my "overall judgment" construct). I am conducting a multigroup anaylisis and find significant differences between my groups regarding some of these four path coefficients. However, what I would like to show further is that the relative importance of the single dimensions for the formation of the "overall judgment" differs dramatically between the groups. To be more precise: within every group I can compare the path coefficients and conclude that e.g. "dimension 1 is the most important dimension for the formation of the overall judgment in group 1, but the least important one in group 2".

Is there any statistical test which I can use to compare the ranking of the dimensions between the groups in order to substantiate this finding?

Thank you very much in advance for your help!

Best regards

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