Very Small Sample size

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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Alsabawy
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Very Small Sample size

Post by Alsabawy »

I have small sample size (18 cases) with seven constructs. I ran the model by using PLS and I got reasonable results. however, i have not run the model totally, I ran each two constructs separately. Please, is there any problem with what I did (ran the model with each two constructs separately)?
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Diogenes
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Post by Diogenes »

Hi,

If 18 is not the population…

This sample makes sense?

With only two cases we could have R2 = 100%, certainly this not make sense, but with 18, we could have the same problem.

See:
MARCOULIDES, G. A.; SAUNDERS, C. Editor’s comments: PLS: a silver bullet? MIS Quarterly, v. 30, n. 2, p. iii-ix, 2006.

Best regards,

Bido
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