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. Author manuscript; available in PMC: 2009 Dec 9.
Published in final edited form as: J Health Econ. 2008 Aug 26;28(1):20–34. doi: 10.1016/j.jhealeco.2008.08.002

Table 3.

Bivariate Probit Model of Obstetric Care Utilization and Enrollment in Seguro Popular

Childbirth in SP-sponsored facility
Enrollment in Seguro Popular (SP)
Coefficient Marginal Effect Coefficient


Individual characteristics
Age/10 −0.038 [0.462] −0.003 [0.037] 0.159 [0.296]
(Age/10)2 −0.006 [0.074] −0.0004 [0.006] −0.023 [0.047]
Primary education −0.186 [0.157] −0.014 [0.012] 0.267 [0.105]*
Secondary education 0.286 [0.168]+ 0.021 [0.011]+ 0.298 [0.112]**
University education −0.195 [0.188] −0.014 [0.012] −0.115 [0.127]
Married 0.170 [0.105] 0.012 [0.007]+ 0.085 [0.064]
Speaks indigenous language −0.103 [0.106] −0.008 [0.007] 0.287 [0.059]**
Parity −0.009 [0.021] −0.001 [0.002] 0.009 [0.010]
Reported depression 0.086 [0.112] 0.007 [0.010] 0.099 [0.078]
Reported diabetes 0.163 [0.261] 0.015 [0.027] 0.453 [0.201]*
Reported high blood pressure −0.055 [0.112] −0.004 [0.008] 0.107 [0.074]
Household characteristics
Enrollment in Seguro Popular 2.153 [0.319]** 0.430 [0.117]**
Household in rural locality 0.005 [0.103] 0.0004 [0.008] 0.323 [0.057]**
Family with children ≤ 7 years old −0.096 [0.121] −0.008 [0.011] −0.082 [0.084]
Asset Index −0.042 [0.051] −0.003 [0.004] −0.012 [0.034]
Locality and state characteristics
Proportion of households with Seguridad Social§ 2.950 [0.537]** 0.234 [0.0523]** 2.386 [0.378]**
Health centers per 100 women −0.020 [0.064] −0.002 [0.005] 0.204 [0.038]**
State incorporated into SP by 2002 0.296 [0.065]**
State incorporated into SP by 2003 0.158 [0.084]+
State incorporated into SP by 2004 0.414 [0.120]**
Constant 2.218 [0.730]** 1.745 [0.484]**

Coefficient of correlation of error terms 0.537 [0.232]*

Observations 3,890 3,890 3,890

Binary variable.

Marginal effects evaluated at the mean values of the independent variables (as given in Table 2). Marginal effects correspond to discrete changes of dummy variables from 0 to 1.

§

Seguridad Social includes: IMSS, ISSSTE, PEMEX, SEDENA or other form of Social Security

Instrumental variable.

Standard errors in brackets;

+

significant at 10%;

*

significant at 5%;

**

significant at 1%