Estimate | SE | CR | P | Label | ||
e6 | .443 | .042 | 10,461 | *** | ||
e5 | .459 | .046 | 10,039 | *** | ||
e4 | .440 | .043 | 10,202 | *** | ||
e3 | .559 | .052 | 10,796 | *** | ||
e2 | .592 | .054 | 11,061 | *** | ||
e1 | .139 | .018 | 7,781 | *** | ||
e8 | .328 | .033 | 9,909 | *** | ||
e9 | .315 | .035 | 9.108 | *** | ||
e10 | .331 | .035 | 9,516 | *** | ||
e11 | .311 | .034 | 9,080 | *** | ||
e12 | .368 | .037 | 10,000 | *** |
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Squared Multiple Correlations: (Group number 1 - Default model)
Estimate | ||
PT6 | .546 | |
PT5 | .639 | |
PT4 | .600 | |
PT3 | .636 | |
PT2 | .557 | |
D1 | .655 | |
D2 | .274 | |
D3 | .335 | |
D4 | .441 | |
D5 | .463 | |
D6 | .402 | |
D7 | .357 |
Model | NPAR | CMIN | DF | P | CMIN/DF |
Default model | 26 | 111,951 | 52 | .000 | 2,153 |
Saturated model | 78 | .000 | 0 | ||
Independence model | 12 | 1458.868 | 66 | .000 | 22,104 |
Model Fit Summary CMIN
RMR, GFI
Model
RMR | GFI | AGFI | PGFI | |
Default model | .033 | .935 | .903 | .623 |
Saturated model | .000 | 1,000 | ||
Independence model | .260 | .401 | .292 | .339 |
Baseline Comparisons
Model
NFI Delta1 | RFI rho1 | IFI Delta2 | TLI rho2 | CFI | |
Default model | .923 | .903 | .957 | .945 | .957 |
Saturated model | 1,000 | 1,000 | 1,000 |
Model
NFI Delta1 | RFI rho1 | IFI Delta2 | TLI rho2 | CFI | |
Independence model | .000 | .000 | .000 | .000 | .000 |
Model | PRACTICE | PNFI | PCFI |
Default model | .788 | .727 | .754 |
Saturated model | .000 | .000 | .000 |
Independence model | 1,000 | .000 | .000 |
Parsimony-Adjusted Measures
NCP
Model
NCP | LO 90 | HI 90 | |
Default model | 59,951 | 33,252 | 94,398 |
Saturated model | .000 | .000 | .000 |
Independence model | 1392.868 | 1272,298 | 1520.826 |
FMIN
Model
FMIN | F0 | LO 90 | HI 90 | |
Default model | .394 | .211 | .117 | .332 |
Saturated model | .000 | .000 | .000 | .000 |
Independence model | 5.137 | 4.904 | 4,480 | 5.355 |
RMSEA
Model
RMSEA | LO 90 | HI 90 | PCLOSE | |
Default model | .064 | .047 | .080 | .080 |
Independence model | .273 | .261 | .285 | .000 |
Model | AIC | BCC | BIC | CAIC |
Default model | 163,951 | 166,446 | 258,916 | 284,916 |
Saturated model | 156,000 | 163,483 | 440,894 | 518,894 |
Independence model | 1482.868 | 1484.019 | 1526,698 | 1538,698 |
AIC
Model | ECVI | LO 90 | HI 90 | MECVI |
Default model | .577 | .483 | .699 | .586 |
Saturated model | .549 | .549 | .549 | .576 |
Independence model | 5.221 | 4,797 | 5,672 | 5.225 |
ECVI
HOELTER
Model
HOELTER .05 | HOELTER .01 | |
Default model | 178 | 200 |
Independence model | 17 | 19 |
APPENDIX 10. SUMMARY OF CFA DATA CRITICAL MODEL
Estimate | SE | CR | P | Label | |||
D7 | <--- | DD | 1,000 | ||||
D6 | <--- | DD | 1.121 | .137 | 8,160 | *** | |
D5 | <--- | DD | 1,313 | .152 | 8,638 | *** | |
D4 | <--- | DD | 1,241 | .145 | 8,556 | *** | |
D3 | <--- | DD | 1,190 | .146 | 8,132 | *** | |
D2 | <--- | DD | 1,078 | .141 | 7,671 | *** | |
D1 | <--- | DD | 1,044 | .111 | 9,418 | *** | |
S1 | <--- | Supplier | 1,000 | ||||
S2 | <--- | Supplier | .944 | .067 | 14,135 | *** | |
S3 | <--- | Supplier | 1,000 | .067 | 15,039 | *** | |
S4 | <--- | Supplier | .809 | .064 | 12,607 | *** | |
O1 | <--- | NTC | 1,000 | ||||
O2 | <--- | NTC | 1,261 | .159 | 7,926 | *** | |
O3 | <--- | NTC | 1,128 | .150 | 7,516 | *** | |
O4 | <--- | NTC | 1,052 | .144 | 7,314 | *** | |
T2 | <--- | DK | 1,000 | ||||
T3 | <--- | DK | 1,160 | .125 | 9,252 | *** | |
T4 | <--- | DK | 1,021 | .119 | 8,591 | *** | |
T5 | <--- | DK | .895 | .117 | 7,664 | *** | |
PT6 | <--- | DEV | 1,000 | ||||
PT5 | <--- | DEV | 1,116 | .086 | 12,996 | *** | |
PT4 | <--- | DEV | 1,058 | .084 | 12,563 | *** | |
PT3 | <--- | DEV | 1,117 | .086 | 12,952 | *** | |
PT2 | <--- | DEV | .968 | .080 | 12,144 | *** |
Standardized Regression Weights: (Group number 1 - Default model)
Estimate | |||
D7 | <--- | DD | .573 |
D6 | <--- | DD | .626 |
D5 | <--- | DD | .683 |
D4 | <--- | DD | .673 |
D3 | <--- | DD | .623 |
D2 | <--- | DD | .574 |
D1 | <--- | DD | .791 |
S1 | <--- | Supplier | .923 |
S2 | <--- | Supplier | .720 |
S3 | <--- | Supplier | .752 |
S4 | <--- | Supplier | .664 |
O1 | <--- | NTC | .589 |
O2 | <--- | NTC | .687 |
Estimate | |||
O3 | <--- | NTC | .624 |
O4 | <--- | NTC | .597 |
T2 | <--- | DK | .632 |
T3 | <--- | DK | .762 |
T4 | <--- | DK | .665 |
T5 | <--- | DK | .570 |
PT6 | <--- | DEV | .739 |
PT5 | <--- | DEV | .800 |
PT4 | <--- | DEV | .773 |
PT3 | <--- | DEV | .797 |
PT2 | <--- | DEV | .748 |
Estimate | SE | CR | P | Label | |||
DD | <--> | Supplier | .207 | .032 | 6,520 | *** | |
DD | <--> | NTC | .151 | .029 | 5,226 | *** | |
Supplier | <--> | NTC | .206 | .036 | 5,774 | *** | |
NTC | <--> | DK | .163 | .032 | 5,060 | *** | |
DD | <--> | DK | .146 | .027 | 5,350 | *** | |
Supplier | <--> | DK | .202 | .034 | 5,980 | *** | |
DD | <--> | DEV | .129 | .027 | 4,806 | *** | |
Supplier | <--> | DEV | .166 | .034 | 4,948 | *** | |
NTC | <--> | DEV | .168 | .034 | 4,980 | *** | |
DK | <--> | DEV | .164 | .032 | 5.116 | *** | |
Covariances: (Group number 1 - Default model)
Estimate | |||
DD | <--> | Supplier | .623 |
DD | <--> | NTC | .571 |
Supplier | <--> | NTC | .542 |
NTC | <--> | DK | .538 |
DD | <--> | DK | .553 |
Supplier | <--> | DK | .530 |
DD | <--> | DEV | .402 |
Supplier | <--> | DEV | .361 |
NTC | <--> | DEV | .459 |
DK | <--> | DEV | .449 |
Correlations: (Group number 1 - Default model)
Variances: (Group number 1 - Default model)
Estimate | SE | CR | P | Label | ||
DD | .231 | .047 | 4,943 | *** | ||
Supplier | .478 | .050 | 9,633 | *** | ||
NTC | .304 | .064 | 4,758 | *** | ||
DK | .303 | .057 | 5,307 | *** |
Estimate | SE | CR | P | Label | ||
DEV | .442 | .064 | 6,939 | *** | ||
e7 | .473 | .043 | 11,010 | *** | ||
e6 | .450 | .042 | 10,715 | *** | ||
e5 | .457 | .044 | 10,288 | *** | ||
e4 | .431 | .042 | 10,376 | *** | ||
e3 | .515 | .048 | 10,735 | *** | ||
e2 | .547 | .050 | 11,006 | *** | ||
e1 | .151 | .017 | 8,797 | *** | ||
e15 | .083 | .018 | 4,530 | *** | ||
e16 | .395 | .038 | 10,390 | *** | ||
e17 | .368 | .037 | 10,023 | *** | ||
e18 | .397 | .037 | 10,840 | *** | ||
e20 | .572 | .057 | 9,985 | *** | ||
e21 | .539 | .062 | 8,626 | *** | ||
e22 | .606 | .063 | 9,588 | *** | ||
e23 | .606 | .061 | 9,895 | *** | ||
e24 | .455 | .046 | 9,861 | *** | ||
e25 | .295 | .039 | 7,637 | *** | ||
e26 | .397 | .042 | 9,449 | *** | ||
e27 | .505 | .048 | 10,449 | *** | ||
e12 | .368 | .037 | 10,046 | *** | ||
e11 | .309 | .034 | 9,127 | *** | ||
e10 | .333 | .035 | 9,590 | *** | ||
e9 | .316 | .034 | 9,179 | *** | ||
e8 | .326 | .033 | 9,937 | *** |
Squared Multiple Correlations: (Group number 1 - Default model)
Estimate | ||
PT2 | .559 | |
PT3 | .636 | |
PT4 | .598 | |
PT5 | .640 | |
PT6 | .545 | |
T5 | .324 | |
T4 | .443 | |
T3 | .580 | |
T2 | .400 | |
O4 | .357 | |
O3 | .389 | |
O2 | .473 | |
O1 | .347 | |
S4 | .441 |
Estimate | ||
S3 | .565 | |
S2 | .518 | |
S1 | .851 | |
D1 | .625 | |
D2 | .329 | |
D3 | .389 | |
D4 | .452 | |
D5 | .466 | |
D6 | .392 | |
D7 | .328 |
Model Fit Summary CMIN
Model
NPAR | CMIN | DF | P | CMIN/DF | |
Default model | 58 | 435,957 | 242 | .000 | 1.801 |
Saturated model | 300 | .000 | 0 | ||
Independence model | 24 | 3021.233 | 276 | .000 | 10,946 |
RMR, GFI
Model
RMR | GFI | AGFI | PGFI | |
Default model | .037 | .891 | .864 | .718 |
Saturated model | .000 | 1,000 | ||
Independence model | .227 | .318 | .259 | .293 |
Model | NFI Delta1 | RFI rho1 | IFI Delta2 | TLI rho2 | CFI |
Default model | .856 | .835 | .930 | .919 | .929 |
Saturated model | 1,000 | 1,000 | 1,000 | ||
Independence model | .000 | .000 | .000 | .000 | .000 |
Baseline Comparisons
Parsimony-Adjusted Measures
Model
PRACTICE | PNFI | PCFI | |
Default model | .877 | .750 | .815 |
Saturated model | .000 | .000 | .000 |
Independence model | 1,000 | .000 | .000 |
NCP
Model
NCP | LO 90 | HI 90 | |
Default model | 193,957 | 139,456 | 256,298 |
Saturated model | .000 | .000 | .000 |
Independence model | 2745.233 | 2572.204 | 2925.617 |
FMIN
Model
FMIN | F0 | LO 90 | HI 90 | |
Default model | 1,535 | .683 | .491 | .902 |
Saturated model | .000 | .000 | .000 | .000 |
Model
FMIN | F0 | LO 90 | HI 90 | |
Independence model | 10,638 | 9,666 | 9,057 | 10,301 |
RMSEA
Model
RMSEA | LO 90 | HI 90 | PCLOSE | |
Default model | .053 | .045 | .061 | .254 |
Independence model | .187 | .181 | .193 | .000 |
Model | AIC | BCC | BIC | CAIC |
Default model | 551,957 | 563,154 | 763,801 | 821.801 |
Saturated model | 600,000 | 657,915 | 1695.747 | 1995.747 |
Independence model | 3069.233 | 3073.866 | 3156.893 | 3180.893 |
AIC
ECVI
Model
ECVI | LO 90 | HI 90 | MECVI | |
Default model | 1,944 | 1,752 | 2,163 | 1,983 |
Saturated model | 2.113 | 2.113 | 2.113 | 2,317 |
Independence model | 10,807 | 10,198 | 11,442 | 10,823 |
HOELTER
Model
HOELTER .05 | HOELTER .01 | |
Default model | 182 | 193 |
Independence model | 30 | 32 |
APPENDIX 11. SUMMARY OF DATA OF LINEAR STRUCTURAL MODEL SEM
Estimate | SE | CR | P | Label | |||
NLDD | <--- | Supplier | .253 | .056 | 4,526 | *** | |
NLDD | <--- | NTC | .238 | .080 | 2,974 | .003 | |
NLDD | <--- | DK | .206 | .074 | 2,788 | .005 | |
DEV | <--- | NLDD | .647 | .113 | 5,737 | *** | |
D7 | <--- | NLDD | 1,000 | ||||
D6 | <--- | NLDD | 1.126 | .137 | 8,205 | *** | |
D5 | <--- | NLDD | 1,306 | .151 | 8,630 | *** | |
D4 | <--- | NLDD | 1,228 | .144 | 8,519 | *** | |
D3 | <--- | NLDD | 1,182 | .146 | 8,119 | *** | |
D2 | <--- | NLDD | 1,076 | .140 | 7,681 | *** | |
D1 | <--- | NLDD | 1,039 | .110 | 9,426 | *** | |
PT4 | <--- | DEV | 1,000 | ||||
PT3 | <--- | DEV | 1,055 | .077 | 13,666 | *** | |
PT2 | <--- | DEV | .913 | .072 | 12,710 | *** | |
S1 | <--- | Supplier | 1,000 | ||||
S2 | <--- | Supplier | .944 | .067 | 14,137 | *** | |
S3 | <--- | Supplier | .999 | .067 | 15,021 | *** | |
S4 | <--- | Supplier | .810 | .064 | 12,621 | *** | |
O1 | <--- | NTC | 1,000 | ||||
O2 | <--- | NTC | 1,288 | .165 | 7,787 | *** | |
O3 | <--- | NTC | 1,149 | .155 | 7,394 | *** | |
O4 | <--- | NTC | 1,081 | .149 | 7,241 | *** | |
T2 | <--- | DK | 1,000 | ||||
T3 | <--- | DK | 1,173 | .128 | 9,174 | *** | |
T4 | <--- | DK | 1,031 | .121 | 8,543 | *** | |
T5 | <--- | DK | .896 | .118 | 7,583 | *** | |
PT5 | <--- | DEV | 1,053 | .077 | 13,700 | *** | |
PT6 | <--- | DEV | .945 | .075 | 12,563 | *** |
Standardized Regression Weights: (Group number 1 - Default model)
Estimate | |||
NLDD | <--- | Supplier | .364 |
NLDD | <--- | NTC | .268 |
NLDD | <--- | DK | .234 |
DEV | <--- | NLDD | .442 |
D7 | <--- | NLDD | .573 |
D6 | <--- | NLDD | .629 |
D5 | <--- | NLDD | .679 |