Table 1.
Results of the SEM models
Full sample | Urban sample | Rural sample | Multigroup samplea | |||||
---|---|---|---|---|---|---|---|---|
Model summary and fit | Test statistic | p-Value | Test statistic | p-Value | Test statistic | p-Value | Test statistic | p-Value |
χ2 test | 3295.98 | <0.001 | 856.04 | <0.001 | 3653.10 | <0.001 | 8695.21 | <0.001 |
RMSEA | 0.04 | 1.00 | 0.03 | 1.00 | 0.05 | 0.16 | 0.06 | 0.001 |
CFI | 0.97 | 0.99 | 0.93 | 0.94 | ||||
d.f. | 4 | 4 | 4 | 604 | ||||
Groups | 1 | 1 | 1 | 151 | ||||
N | 562,324 | 209,032 | 353,292 | 562,324 | ||||
Measurement submodel | Standard β | SE | Standard β | SE | Standard β | SE | Mean standard β | Mean SE |
Latent factor loadings | ||||||||
Market wealth Economic capacitya | 0.20 | 0.002 | 0.38 | 0.002 | 0.09 | 0.002 | 0.16 | 0.047 |
Agricultural wealtha Economic capacity | 0.61 | 0.001 | 0.70 | 0.58 | 0.61 | 0.010 | ||
Market wealtha Market opportunities | 0.38 | 0.002 | 0.38 | 0.002 | 0.34 | 0.001 | 0.34 | 0.039 |
Educationa Market opportunities | 0.80 | 0.001 | 0.71 | 0.88 | 0.77 | 0.013 | ||
Latent covariance | ||||||||
Market opportunities Economic capacitya | 0.27 | 0.003 | 0.38 | 0.004 | 0.21 | 0.003 | 0.30 | 0.052 |
Structural regression submodel | β | SE | β | SE | β | SE | Mean β | SE |
Intercept | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.10 |
Economic capacity | 0.13 | 0.01 | 0.17 | 0.01 | 0.17 | 0.01 | 0.29 | 0.14 |
Market opportunities | −0.53 | 0.00 | −0.76 | 0.01 | −0.39 | 0.01 | −0.70 | 0.13 |
The multigroup specification presents the coefficients averaged across all individual survey models.