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. Author manuscript; available in PMC: 2018 Jul 1.
Published in final edited form as: Popul Stud (Camb). 2017 Apr 25;71(2):187–209. doi: 10.1080/00324728.2017.1304565

Table 2.

Summary of results from logistic regression models predicting non-numeric responses to the ideal family size question, estimated separately for each survey.

All Surveys Regional Comparison Temporal Comparison
Africa Asia Latin America Wald Chi Square 1993–1998 1999–2004 2005–2011 Wald Chi Square
Mean Discrete Change in Predicted Probability
Experienced Child Death 0.005 0.005 0.01 0.004 1.91 0.005 0.006 0.006 0.46
Literate −0.011 −0.012 −0.006 −0.008 4.11 −0.012 −0.01 −0.009 0.67
In Primary (Ref: No school) −0.010 −0.016 −0.002 −0.004      17.54*** −0.011 −0.013 −0.011 0.21
Completed Primary (Ref: No school) −0.025 −0.031 −0.01 −0.015      15.91*** −0.026 −0.029 −0.019 2.53
Knows Modern Method of Family Planning −0.031 −0.025 −0.042 −0.039 4.98+ −0.034 −0.031 −0.026 1.29
Ever Used Any Method of Family Planning1 −0.018 −0.017 −0.026 −0.018 0.62 −0.020 −0.019 −0.015 1.39
Proportion of Surveys in which Coefficient Was Significant
Experienced Child Death 0.349 0.382 0.105 0.353   8.53* 0.310 0.312 0.333 0.04
Literate 0.446 0.491 0.263 0.294 4.38 0.414 0.344 0.467 0.97
In Primary (Ref: No school) 0.410 0.473 0.105 0.353    13.88** 0.345 0.406 0.367 0.25
Completed Primary (Ref: No school) 0.614 0.691 0.211 0.529      17.51*** 0.552 0.656 0.467 2.29
Knows Modern Method of Family Planning 0.880 0.818 0.684 0.882  2.13 0.828 0.844 0.733 1.2
Ever Used Any Method of Family Planning1 0.859 0.895 0.900 0.800 0.560  0.852 0.862 0.923 0.37
*

p<0.05;

**

p<0.01;

***

p<0.001

Source: As for Figure 1.

Notes: Models were estimated separately for each of the 91 surveys in the analytic sample, and control for age, number of living children, whether the respondent is currently pregnant, Muslim religion, marital status, educational attainment, literacy, and experience of child death, and knowledge of modern contraception. Wald Chi-square tests are used to compare across regions and time periods.

1

Because of the additional sample size reductions for ever use of contraception (excluding respondents who never had sex and surveys that do not provide information on use of contraception or prior sexual intercourse), a separate set of models were estimated for this variable, and all other results in Table 5 exclude this measure. These models predicting ever use of contraception do not include knowledge of modern contraception, due to issues of multicollinearity.