Hello everyone! My research model includes both Level 1 (individual) and Level 2 (team) variables. Initially, the goal is to explore the determinants of innovative work behavior at the individual level, which is why I ran a multilevel analysis in Stata. The second part of the research has as dependent variables two types of innovation at the team level (exploratory and exploitative innovation).
Wanting to run an overall model I employed Gsem in stata 14. I understand that the second part of the research does not require multilevel analysis since my dependent variables are at the upper level (level 2). In order to connect the two strands of research I aggregate innovative work behaviour to the team level (after checking for rwg, ICC1,ICC2). But is this correct ? In other words, beyond aggregation how can I regress exploratory and exploitative innovation from a level 1 variable-here employee's innovative work behaviour-? Does anyone employed the latent variable approach proposed by Croon et al (2007)* with GSEM ? Below I attach the gsem model that I specify.
PS My sample consists of 299 employees nested within 103 teams (~3 people per team).
Your help is much appreciated.
*Croon, M. A., & van Veldhoven, M. J. P. M. (2007). Predicting grouplevel outcome variables from variables measured at the individual level: A latent variable multilevel model. Psychological Methods,Array 12, 45–57.
Related Posts with Model Specification with GSEM Stata including both multilevel and simple regression modelling?
Topic impact access to microfinancial institution for ensuring consumption because of health shock : omitted because of collinearityIam currently writing for my undergraduated thesis. I have large panel data in year 2007 and 2014. m…
How to create interaction variable in stataI have 2 independent variables and i need to create an interaction from both variable. The first var…
How to do Reality check and SPA test by Stata?Dear Statalist, I want to know whether there are any user written commands by stata for performing R…
Blinder–Oaxaca decompositionI'm planning for Blinder–Oaxaca decomposition for a study. In the standard B-O decomposition there a…
No constant in fixed-effect regressionDear all: Hope you are doing well and healthy. I am writing to ask a quick question about the fixed…
Subscribe to:
Post Comments (Atom)
0 Response to Model Specification with GSEM Stata including both multilevel and simple regression modelling?
Post a Comment