Comparison of measurement models
| Model | Factors | df | /df | Δ | RMSEA | RMR | Standardized RMR | CFI | TLI=NNFI | GFI | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Null model | 8872.30 | 1174 | |||||||||
| Baseline model | Base line 13 factor model | 2548.42 | 972 | 2.62 | 0.052 | 0.041 | 0.049 | 0.93 | 0.91 | 0.89 | |
| Model 1 | 12-factor model | 2615.76 | 984 | 2.66 | 67.34** | 0.059 | 0.052 | 0.056 | 0.92 | 0.89 | 0.88 |
| Model 2 | 11-factor model | 2641.31 | 995 | 2.65 | 92.89** | 0.065 | 0.060 | 0.057 | 0.89 | 0.87 | 0.85 |
| Model 3 | 10-factor model | 2695.82 | 1005 | 2.68 | 147.4** | 0.068 | 0.064 | 0.059 | 0.81 | 0.80 | 0.79 |
| Model 4 | Nine-factor model | 2782.16 | 1014 | 2.74 | 233.74** | 0.067 | 0.064 | 0.058 | 0.77 | 0.75 | 0.74 |
| Model 5 | Eight-factor model | 2815.54 | 1022 | 2.75 | 267.12** | 0.071 | 0.068 | 0.062 | 0.76 | 0.73 | 0.70 |
| Model 6 | Seven-factor model | 3351.47 | 1029 | 3.26 | 803.05** | 0.075 | 0.083 | 0.074 | 0.67 | 0.65 | 0.71 |
| Model 7 | Six-factor model | 3462.74 | 1035 | 3.35 | 914.32** | 0.076 | 0.080 | 0.076 | 0.66 | 0.65 | 0.71 |
| Model 8 | Five-factor model | 3498.78 | 1040 | 3.36 | 950.36** | 0.079 | 0.085 | 0.078 | 0.64 | 0.63 | 0.70 |
| Model 9 | Four-factor model | 3585.51 | 1044 | 3.43 | 1037.09** | 0.084 | 0.086 | 0.079 | 0.65 | 0.63 | 0.70 |
| Model 10 | Three-factor model | 3655.47 | 1047 | 3.49 | 1107.05** | 0.085 | 0.084 | 0.080 | 0.63 | 0.61 | 0.69 |
| Model 11 | Two-factor model | 3845.29 | 1049 | 3.67 | 1296.87** | 0.089 | 0.085 | 0.080 | 0.61 | 0.60 | 0.67 |
| Model 12 | One-factor model | 3994.62 | 1050 | 3.80 | 1446.2** | 0.094 | 0.088 | 0.082 | 0.60 | 0.60 | 0.65 |
| Model | Factors | df | Δ | Standardized | TLI=NNFI | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Null model | 8872.30 | 1174 | |||||||||
| Baseline model | Base line 13 factor model | 2548.42 | 972 | 2.62 | 0.052 | 0.041 | 0.049 | 0.93 | 0.91 | 0.89 | |
| Model 1 | 12-factor model | 2615.76 | 984 | 2.66 | 67.34 | 0.059 | 0.052 | 0.056 | 0.92 | 0.89 | 0.88 |
| Model 2 | 11-factor model | 2641.31 | 995 | 2.65 | 92.89 | 0.065 | 0.060 | 0.057 | 0.89 | 0.87 | 0.85 |
| Model 3 | 10-factor model | 2695.82 | 1005 | 2.68 | 147.4 | 0.068 | 0.064 | 0.059 | 0.81 | 0.80 | 0.79 |
| Model 4 | Nine-factor model | 2782.16 | 1014 | 2.74 | 233.74 | 0.067 | 0.064 | 0.058 | 0.77 | 0.75 | 0.74 |
| Model 5 | Eight-factor model | 2815.54 | 1022 | 2.75 | 267.12 | 0.071 | 0.068 | 0.062 | 0.76 | 0.73 | 0.70 |
| Model 6 | Seven-factor model | 3351.47 | 1029 | 3.26 | 803.05 | 0.075 | 0.083 | 0.074 | 0.67 | 0.65 | 0.71 |
| Model 7 | Six-factor model | 3462.74 | 1035 | 3.35 | 914.32 | 0.076 | 0.080 | 0.076 | 0.66 | 0.65 | 0.71 |
| Model 8 | Five-factor model | 3498.78 | 1040 | 3.36 | 950.36 | 0.079 | 0.085 | 0.078 | 0.64 | 0.63 | 0.70 |
| Model 9 | Four-factor model | 3585.51 | 1044 | 3.43 | 1037.09 | 0.084 | 0.086 | 0.079 | 0.65 | 0.63 | 0.70 |
| Model 10 | Three-factor model | 3655.47 | 1047 | 3.49 | 1107.05 | 0.085 | 0.084 | 0.080 | 0.63 | 0.61 | 0.69 |
| Model 11 | Two-factor model | 3845.29 | 1049 | 3.67 | 1296.87 | 0.089 | 0.085 | 0.080 | 0.61 | 0.60 | 0.67 |
| Model 12 | One-factor model | 3994.62 | 1050 | 3.80 | 1446.2 | 0.094 | 0.088 | 0.082 | 0.60 | 0.60 | 0.65 |
**p < 0.01; HPHRPAE = high-performance HRM practices ability enhancing; HPHRPME = high-performance HRM practices motivation enhancing; HPHRPOE = high-performance HRM practices opportunity enhancing; PsyCap = psychological capital; EISEA = emotional intelligence self-emotional appraisal; EIOEA = emotional intelligence others-emotion appraisal; EIUOE = emotional intelligence use of emotions; EIROE = emotional intelligence regulation of emotions; SIMW = spiritual intelligence [Meaning at work]; SICC = spiritual intelligence [conditions for community]; SIAOV = spiritual intelligence [alignment with organization value]; AI = artificial intelligence; PSTR = perceived stress 12-factor model: HPHRPAE + HPHRPME; HPHRPOE; PSYCAP; EISEA; EIOEA; EIUOE; EIROE; SIMW; SICC; SIAOV; AI; PSTR 11-factor model: HPHRPAE + HPHRPME + HPHRPOE; PSYCAP; EISEA; EIOEA; EIUOE; EIROE; SIMW; SICC; SIAOV; AI; PSTR 10-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP; EISEA; EIOEA; EIUOE; EIROE; SIMW; SICC; SIAOV; AI; PSTR Nine-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA; EIOEA; EIUOE; EIROE; SIMW; SICC; SIAOV; AI; PSTR; Eight-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA; EIUOE; EIROE; SIMW; SICC; SIAOV; AI; PSTR Seven-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE; EIROE; SIMW; SICC; SIAOV; AI; PSTR; Six-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE + EIROE; SIMW; SICC; SIAOV; AI; PSTR; Five-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE + EIROE + SIMW; SICC; SIAOV; AI; PSTR; Four-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE + EIROE + SIMW+ SICC; SIAOV; AI; PSTR Three-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE + EIROE + SIMW + SICC + SIAOV; AI; PSTR; Two-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE + EIROE + SIMW + SICC + SIAOV + AI; PSTR; One-factor model: HPHRPAE + HPHRPME + HPHRPOE + PSYCAP + EISEA + EIOEA + EIUOE + EIROE + SIMW + SICC + SIAOV + AI + PSTR