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. 2015 Dec 17;93(1):213–232. doi: 10.1007/s11524-015-9959-y

TABLE 4.

Indicator variable intercepts from longitudinal confirmatory factor analysis models of neighborhood socio-economic status in which indicator variable intercepts are unconstrained (model B3) versus constrained (models B4 and C1)

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