The Online Healthcare Community: Pioneering Inclusive Healthcare Support in Developing Countries
By
Sanjay Mohapatra
Sanjay Mohapatra
Batoi Systems Pvt Ltd, India
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Amaresh Panda
Reveal Health Tech, India
Sanjay Mohapatra
Batoi Systems Pvt Ltd, India
Emerald Publishing Limited
ISBN electronic:
978-1-83549-140-9
ISBN print:
978-1-83549-141-6
Publication date:
2024
Book Chapter
Appendix 3: Confirmatory Factor Analysis: Fit Indices and Factor Output
Copyright © 2024 Amaresh Panda and Sanjay Mohapatra. Published under exclusive licence by Emerald Publishing Limited
2024
Amaresh Panda and Sanjay Mohapatra
-
Published:2024
Citation
2024. "Confirmatory Factor Analysis: Fit Indices and Factor Output", The Online Healthcare Community: Pioneering Inclusive Healthcare Support in Developing Countries, Amaresh Panda, Sanjay Mohapatra
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Subject
Health service delivery
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Copyright © 2024 Amaresh Panda and Sanjay Mohapatra. Published under exclusive licence by Emerald Publishing Limited
2024
Amaresh Panda and Sanjay Mohapatra
CMIN
| Model | NPAR | CMIN | DF | P | CMIN/DF |
|---|---|---|---|---|---|
| Default model | 42 | 415.039 | 129 | 0.000 | 3.217 |
| Saturated model | 171 | 0.000 | 0 | ||
| Independence model | 18 | 3226.497 | 153 | 0.000 | 21.088 |
| Model | NPAR | CMIN | DF | CMIN/DF | |
|---|---|---|---|---|---|
| Default model | 42 | 415.039 | 129 | 0.000 | 3.217 |
| Saturated model | 171 | 0.000 | 0 | ||
| Independence model | 18 | 3226.497 | 153 | 0.000 | 21.088 |
RMR, GFI
| Model | RMR | GFI | AGFI | PGFI |
|---|---|---|---|---|
| Default model | 0.036 | 0.911 | 0.882 | 0.687 |
| Saturated model | 0.000 | 1.000 | ||
| Independence model | 0.227 | 0.353 | 0.277 | 0.316 |
| Model | RMR | GFI | AGFI | PGFI |
|---|---|---|---|---|
| Default model | 0.036 | 0.911 | 0.882 | 0.687 |
| Saturated model | 0.000 | 1.000 | ||
| Independence model | 0.227 | 0.353 | 0.277 | 0.316 |
Baseline Comparisons
| Model | NFI Delta1 | RFI rho1 | IFI Delta2 | TLI rho2 | CFI |
|---|---|---|---|---|---|
| Default model | 0.871 | 0.847 | 0.908 | 0.890 | 0.907 |
| Saturated model | 1.000 | 1.000 | 1.000 | ||
| Independence model | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Model | NFI | RFI | IFI | TLI | CFI |
|---|---|---|---|---|---|
| Default model | 0.871 | 0.847 | 0.908 | 0.890 | 0.907 |
| 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 | 0.843 | 0.735 | 0.765 |
| Saturated model | 0.000 | 0.000 | 0.000 |
| Independence model | 1.000 | 0.000 | 0.000 |
| Model | PRATIO | PNFI | PCFI |
|---|---|---|---|
| Default model | 0.843 | 0.735 | 0.765 |
| Saturated model | 0.000 | 0.000 | 0.000 |
| Independence model | 1.000 | 0.000 | 0.000 |
NCP
| Model | NCP | LO 90 | HI 90 |
|---|---|---|---|
| Default model | 286.039 | 228.209 | 351.479 |
| Saturated model | 0.000 | 0.000 | 0.000 |
| Independence model | 3073.497 | 2892.461 | 3261.858 |
| Model | NCP | LO 90 | HI 90 |
|---|---|---|---|
| Default model | 286.039 | 228.209 | 351.479 |
| Saturated model | 0.000 | 0.000 | 0.000 |
| Independence model | 3073.497 | 2892.461 | 3261.858 |
FMIN
| Model | FMIN | F0 | LO 90 | HI 90 |
|---|---|---|---|---|
| Default model | 0.832 | 0.573 | 0.457 | 0.704 |
| Saturated model | 0.000 | 0.000 | 0.000 | 0.000 |
| Independence model | 6.466 | 6.159 | 5.797 | 6.537 |
| Model | FMIN | F0 | LO 90 | HI 90 |
|---|---|---|---|---|
| Default model | 0.832 | 0.573 | 0.457 | 0.704 |
| Saturated model | 0.000 | 0.000 | 0.000 | 0.000 |
| Independence model | 6.466 | 6.159 | 5.797 | 6.537 |
RMSEA
| Model | RMSEA | LO 90 | HI 90 | PCLOSE |
|---|---|---|---|---|
| Default model | 0.067 | 0.060 | 0.074 | 0.000 |
| Independence model | 0.201 | 0.195 | 0.207 | 0.000 |
| Model | RMSEA | LO 90 | HI 90 | PCLOSE |
|---|---|---|---|---|
| Default model | 0.067 | 0.060 | 0.074 | 0.000 |
| Independence model | 0.201 | 0.195 | 0.207 | 0.000 |
AIC
| Model | AIC | BCC | BIC | CAIC |
|---|---|---|---|---|
| Default model | 499.039 | 502.364 | 676.053 | 718.053 |
| Saturated model | 342.000 | 355.538 | 1062.698 | 1233.698 |
| Independence model | 3262.497 | 3263.922 | 3338.360 | 3356.360 |
| Model | AIC | BCC | BIC | CAIC |
|---|---|---|---|---|
| Default model | 499.039 | 502.364 | 676.053 | 718.053 |
| Saturated model | 342.000 | 355.538 | 1062.698 | 1233.698 |
| Independence model | 3262.497 | 3263.922 | 3338.360 | 3356.360 |
ECVI
| Model | ECVI | LO 90 | HI 90 | MECVI |
|---|---|---|---|---|
| Default model | 1.000 | 0.884 | 1.131 | 1.007 |
| Saturated model | 0.685 | 0.685 | 0.685 | 0.713 |
| Independence model | 6.538 | 6.175 | 6.916 | 6.541 |
| Model | ECVI | LO 90 | HI 90 | MECVI |
|---|---|---|---|---|
| Default model | 1.000 | 0.884 | 1.131 | 1.007 |
| Saturated model | 0.685 | 0.685 | 0.685 | 0.713 |
| Independence model | 6.538 | 6.175 | 6.916 | 6.541 |
HOELTER
| Model | HOELTER 0.05 | HOELTER 0.01 |
|---|---|---|
| Default model | 189 | 204 |
| Independence model | 29 | 31 |
| Model | HOELTER | HOELTER |
|---|---|---|
| Default model | 189 | 204 |
| Independence model | 29 | 31 |
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