how to assess model fit

Questions about the implementation and application of the PLS-SEM method, that are not related to the usage of the SmartPLS software.
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suriaz
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how to assess model fit

Post by suriaz »

Hi,

Is there any model fit measure in the PLS model? Or how to assess the model fit ie CFI, RMSEA, chi-square..


Thank you.
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mjkeith
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Post by mjkeith »

Nope, but there are other ways to assess convergent/discriminant validity via construct reliability, alphas, AVEs, square root of AVEs compared to correlations, cross-loadings, etc.

Here's a good example of PLS measurement model validation I was reading today:

Komiak and Benbasat, 2006, The effects of personalization and familiarity on trust and adoption of recommendation agents, MIS Quarterly, 30, 4.
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christian.nitzl
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Post by christian.nitzl »

Forthermore you can find a good overview about evaluation of PLS Path Model results in Henseler/Ringle/Sinkovics (2009): The Use of Partial Least Squares in International Marketing, pp. 298-310.
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suriaz
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Post by suriaz »

Ok. Thanks a lot.
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quant
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Post by quant »

You may also have a look on the references posted in this thread

viewtopic.php?t=1407

Best regards,
Christian
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