Skip to main content
. Author manuscript; available in PMC: 2019 Nov 5.
Published in final edited form as: Sociol Methods Res. 2014 Dec 1;44(4):555–584. doi: 10.1177/0049124114554460

Table 4.

Three-Generation Prospective Models and Unadjusted and Adjusted Retrospective Models, PSID

(1) Prospective Approach (2) Retrospective Approach

Fertility f{G2,G1} Negative Binomial Mixture Negative
Binomial
Truncated NB Weighted
Truncated NB
Weighted Truncated
NB + Zero Fertility
Adjusted

f{1,1} 1.691 (1.012) 1.692 (0.036) 2.366 (0.006) 1.781 (0.009) 1.657 (0.043)
f{1,4} 1.415 (0.032) 1.400 (0.080) 2.224 (0.019) 1.605 (0.022) 1.482 (0.098)
f{4,1} 1.209 (0.018) 1.211 (0.037) 1.455 (0.012) 1.183 (0.012) 1.107 (0.039)
f{4,4} 1.012 (0.028) 1.008 (0.043) 1.368 (0.019) 1.067 (0.019) 0.990 (0.052)

Mobility pG3|{G2,G1} Ordered Logit*

p4|{1,1} 0.054 (0.005) 0.054 (0.005) 0.054 (0.005) 0.054 (0.005) 0.054 (0.005)
p4|{1,4} 0.063 (0.012) 0.063 (0.012) 0.063 (0.012) 0.063 (0.012) 0.063 (0.012)
p4|{4,1} 0.437 (0.026) 0.437 (0.026) 0.437 (0.026) 0.437 (0.026) 0.437 (0.026)
p4|{4,4} 0.473 (0.043) 0.473 (0.043) 0.473 (0.043) 0.473 (0.043) 0.473 (0.043)

Probability of being childless π{G2,G1} Binary Logit from Mixture NB Binary Logit

π{1,1} 0.084 (0.138) 0.090 (0.069)
π{1,4} 0.149 (0.266) 0.105 (0.101)
π{4,1} 0.098 (0.161) 0.135 (0.077)
π{4,4} 0.171 (0.206) 0.156 (0.083)
The joint demographic and mobility effect f{4,4}p4|{4,4}f{1,1}p4|{1,1} 0.387 (0.073) 0.385 (0.611) 0.519 (0.068) 0.409 (0.091) 0.379 (0.070)
Bias (ref. model 4.2) 0.002 -- 0.134 0.024 −0.006

Note: The bias equals the difference of the joint effect between the mixture prospective estimate in model 4.2 and the estimate from an alternative model. The predicted probability of mobility is estimated for the mean age group. The predicted childlessness probability is estimated for the age group 60+. Standard errors of the predicted fertility, the mobility probabilities, and the joint demographic and mobility effect are estimated by the delta method using the mean estimates of f and p, and the variance-covariance matrix of these estimates.

*

The mobility estimates from the ordered logit regression are the same across all the models. The prospective and the retrospective data yield the same results.