SEM: Fit Indices and Model Output Loadings
The Online Healthcare Community
ISBN: 978-1-83549-141-6, eISBN: 978-1-83549-140-9
Publication date: 8 April 2024
Citation
Panda, A. and Mohapatra, S. (2024), "SEM: Fit Indices and Model Output Loadings", The Online Healthcare Community, Emerald Publishing Limited, Leeds, pp. 117-118. https://doi.org/10.1108/978-1-83549-140-920241012
Publisher
:Emerald Publishing Limited
Copyright © 2024 Amaresh Panda and Sanjay Mohapatra. Published under exclusive licence by Emerald Publishing Limited
CMIN
| Model | NPAR | CMIN | DF | P | CMIN/DF |
|---|---|---|---|---|---|
| Default model | 59 | 831.573 | 241 | 0.000 | 3.451 |
| Saturated model | 300 | 0.000 | 0 | ||
| Independence model | 24 | 8325.294 | 276 | 0.000 | 30.164 |
RMR, GFI
| Model | RMR | GFI | AGFI | PGFI |
|---|---|---|---|---|
| Default model | 0.143 | 0.874 | 0.843 | 0.702 |
| Saturated model | 0.000 | 1.000 | ||
| Independence model | 0.436 | 0.307 | 0.247 | 0.282 |
Baseline Comparisons
| Model | NFI Delta1 |
RFI rho1 |
IFI Delta2 |
TLI rho2 |
CFI |
|---|---|---|---|---|---|
| Default model | 0.900 | 0.886 | 0.927 | 0.916 | 0.927 |
| Saturated model | 1.000 | 1.000 | 1.000 | ||
| Independence model | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Parsimony-Adjusted Measures
| Model | PRATIO | PNFI | PCFI |
|---|---|---|---|
| Default model | 0.873 | 0.786 | 0.809 |
| Saturated model | 0.000 | 0.000 | 0.000 |
| Independence model | 1.000 | 0.000 | 0.000 |
RMSEA
| Model | RMSEA | LO 90 | HI 90 | PCLOSE |
|---|---|---|---|---|
| Default model | 0.070 | 0.065 | 0.075 | 0.000 |
| Independence model | 0.242 | 0.237 | 0.246 | 0.000 |
- Prelims
- Chapter 1 Introduction
- Chapter 2 Literature Review
- Chapter 3 Research Objective, Conceptual Framework and Hypotheses Development
- Chapter 4 Research Design
- Chapter 5 Data Analysis and Interpretations
- Chapter 6 Findings and Conclusion
- Appendix 1 Factor Output
- Appendix 2 Exploratory Factor Analysis: Total Variance Explained
- Appendix 3 Confirmatory Factor Analysis: Fit Indices and Factor Output
- Appendix 4 SEM: Fit Indices and Model Output Loadings
- Appendix 5 Survey Questionnaire
- References