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. Author manuscript; available in PMC: 2016 Jan 31.
Published in final edited form as: Demography. 2015 Feb;52(1):259–280. doi: 10.1007/s13524-014-0364-z

Table 5.

Nonlinear two-stage estimator: Second-stage estimates for HIV-positive men and women combined

Divorced After 2004 Number of Sexual Partners
in Year of Follow-up (continuous)
Increase in Condom Use
With Spouse/Partner
After 2004



(1)
Probit
(2)
IV Probit
(3)
OLS
(4)
IV Regression
(5)
Probit
(6)
IV Probit
Learned HIV Status −0.136 (0.074) −0.085 (0.109) −0.084 (0.124) −0.399* (0.184) 0.149 (0.102) 0.402** (0.117)
Male −0.078 (0.073) −0.078 (0.078) 0.513** (0.156) 0.531** (0.148) 0.256* (0.102) 0.233* (0.094)
Age in 2004 −0.004 (0.004) −0.005 (0.005) −0.009 (0.005) −0.008 (0.005) −0.011 (0.006) −0.011* (0.005)
Region (relative to Mchinji, central)
  Rumphi, north −0.002 (0.115) 0.010 (0.119) 0.276* (0.133) 0.192 (0.141) 0.183 (0.114) 0.243* (0.101)
  Balaka, south 0.002 (0.077) 0.004 (0.078) 0.215 (0.124) 0.201 (0.134) −0.090 (0.119) −0.062 (0.107)
Education (relative to no education)
  Primary 0.024 (0.092) 0.029 (0.092) 0.000 (0.091) −0.012 (0.089) −0.107 (0.173) −0.108 (0.175)
  Secondary 0.048 (0.204) 0.052 (0.183) −0.083 (0.298) −0.123 (0.299) −0.365 (0.248) −0.326 (0.229)
Observations 106 106 113 113 74 74

Notes: Robust standard errors clustered by village are shown in parentheses. Marginal effects are reported for all binary outcomes; OLS coefficients are reported for the continuous outcome (Model 4). For Model 4, the value of Wooldridge’s robust score of endogeneity is 4.38, with a p value of .0412.

p < .10;

*

p < .05;

**

p < .01