TABLE 4.
Variable | Indicator intercepts unconstrained | Indicator intercepts constrained | |||
---|---|---|---|---|---|
Model B3a | Model B4b | Model C1c | |||
1990 | 2000 | 2008–2012 | All time points | All time points | |
Median household income | 10.47 | 10.47 | 10.47 | 10.47 | 10.47 |
Educational level | 9.39 | 9.61 | 11.06 | 10.35 | 9.39 |
Unemployment | −2.70 | −2.67 | −2.32 | −2.59 | −2.70 |
Female-headed households | −2.30 | −2.20 | −2.26 | −2.28 | −2.30 |
Poverty | −1.55 | −1.45 | −1.44 | −1.50 | −1.55 |
All indicator intercepts are highly statistically significant (p < 0.0001)
aModel B3 is estimated using five indicator variables for the socio-economic status of U.S. census tracts, with correlated errors of two of the indicator variables and constraints on the factor loadings (not shown) for each respective indicator to be equal over time. Median household income is selected as the reference variable and 1990 is selected as the reference time point for statistical identification of all models; thus the indicator intercepts for median household income are constrained to their 1990 value at each time point
bModel B4 adds to model B3 constraints on the intercepts for each respective indicator to be equal over time
cModel C1 is equivalent to model B4, and also adjusts the model for strong invariance over time