Confirmatory Factor Analysis and Structural Equation Modeling (CFA and SEM) using JASP software
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- Опубликовано: 6 июл 2024
- In this video, I am demonstrating the Confirmatory Factor Analysis and Structural Equation Modeling (CFA and SEM) using JASP software. In JASP software the CFA and SEM analysis is performed based on lavaan R package.
The dataset is based on the following citation:
Pattusamy, M., Jacob, J. A Test of Greenhaus and Allen (2011) Model on Work-Family Balance. Curr Psychol 36, 193-202 (2017). doi.org/10.1007/s12144-015-94...
lavaan tutorials: lavaan.ugent.be/
Narration very good.......will there be any error if we change the scale from ordinal to scale while doing CFA
Nice video sir, one query...can you compare JASP and Smart PLS. Since the latter is paid software are there any advantages of it? or will JASP is good enough
PLS SEM is different from CB SEM. Here in JASP we use CB SEM approach. For more details you can refer this citation: Dash, G., & Paul, J. (2021). CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting. Technological Forecasting and Social Change, 173, 121092.
Thank you sir
Hai sir, very informative video. Thank you so much. Sir, when I run CFA, in the result of path diagram I confronted a issue. The values attached in the path diagram shown as very much congested and not readable format. How can resize the values in that figure. I used the extension arrow on the bottom right, but that only helps enlarge image. Sir, kindly help me.
For reporting purpose better creat the figure using MS word and then place the values
@@muruganpattusamy4789 Thank you sir your quick reply. Sir, that means we can not correct that picture within this software, right sir?
@@drrevathisivadas yes mam, as far as my understanding is concerned we have limited options. Better to create the figure using MS word.
Sir for cfa are we supposed to take only independent variables or even mediating and dependant variables
The key purpose of doing cfa is to establish the construct validity and reliability. All of the constructs need to be used in cfa
@@muruganpattusamy4789 sir for convergent and discriminant we need to consider the pilot data or the whole data
data file please