Table 1 Parameter estimates, standard error estimates, and R 2 for each measurement equation
From: On the application of structural equation modeling for the construction of a health index
Latent variable | Indicator variable | Estimate | Standard error | R 2 |
|---|---|---|---|---|
Lifestyle (ξ 1) | Exercise (X 11) | 0.268 | 0.017* | 7.2 |
Working (X 21) | −0.728 | 0.020* | 52.9 | |
Fiber (X 31) | 0.013 | 0.016 | 0.01 | |
Sleeping (X 41) | 0.248 | 0.041* | 6.1 | |
Socio-demography (ξ 2) | Employment (X 52) | 0.922 | 0.012* | 74.9 |
Gender (X 62) | −0.585 | 0.015* | 34.3 | |
Education (X 72) | 0.441 | 0.015* | 19.4 | |
Age (X 82) | −0.341 | 0.013* | 11.6 | |
Mental health (η 1) | Stress (Y 13) | 0.593 | 0.085* | 35.2 |
Problem (Y 23) | 0.236 | 0.040* | 5.6 | |
Health index (η 2) | BMI (Y 34) | 0.270 | 0.031* | 7.3 |
Choles (Y 44) | 0.282 | 0.032* | 7.9 | |
BGlucose (Y 54) | 0.153 | 0.028* | 2.3 | |
HP (Y 64) | 0.101 | 0.044* | 1.0 | |
GHC (Y 74) | 0.180 | 0.064* | 3.2 | |
BP (Y 84) | 0.998 | 0.173* | 77.1 |