MULTIGROUP ANALYSIS

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soleimanileila24
PLS Junior User
Posts: 2
Joined: Wed Feb 08, 2017 1:46 pm
Real name and title: sileimanileila

MULTIGROUP ANALYSIS

Post by soleimanileila24 » Wed Feb 08, 2017 3:01 pm

Hello,
I am studying about ERP system effect on business process.for doing that, i want to compare before and after ERP implementation and if there significant difference, means that ERP implementaion has significant difference on process.in my model, i consider ERP system as independent variable and process as dependent variable. my model is first order reflective ,and second order formative.for process i use three latent variable and questionnaire's questions measure these three latent variables.for model defining, i allocate each question for each three latent variables,but i do not know what should i do for my dependent variable which is ERP systems before and after implementation and which indicator should i use for dependent variable which is consisting of three latent variables without any question.fro ERP system before and after implementation, should i use group?if i use group which indicator should i allocate for independent variable?what should i do for my dependent variable(process)?
best regards
leila

jmbecker
SmartPLS Developer
Posts: 842
Joined: Tue Mar 28, 2006 11:09 am
Real name and title: Dr. Jan-Michael Becker

Re: MULTIGROUP ANALYSIS

Post by jmbecker » Thu Feb 09, 2017 8:24 am

For your second-order construct you can use the repeated-indicator approach or the two-stage approach. The following paper explains the differences and which approach should be used under which conditions:
Becker, J. M., Klein, K., & Wetzels, M. (2012). Hierarchical latent variable models in PLS-SEM: guidelines for using reflective-formative type models. Long Range Planning, 45(5), 359-394.

For your independent variable, I would use a dummy-coded variable: zero before and 1 after the implementation.
Dr. Jan-Michael Becker, University of Cologne, SmartPLS Developer
Researchgate: https://www.researchgate.net/profile/Ja ... v=hdr_xprf
GoogleScholar: http://scholar.google.de/citations?user ... AAAJ&hl=de

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