SEM: Fit Indices and Model Output Loadings

Amaresh Panda (Reveal Health Tech, India)

Sanjay Mohapatra (Batoi Systems Pvt Ltd, India)

ISBN: 978-1-83549-141-6, eISBN: 978-1-83549-140-9

Publication date: 8 April 2024

pdf (182 KB) ePub (7 MB)

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

:

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