Skip to main content
. Author manuscript; available in PMC: 2013 Sep 1.
Published in final edited form as: Health Econ. 2012 May 24;21(9):1080–1100. doi: 10.1002/hec.2843

Table 5.

Regression models for total medical expenditures

Bivariate sample selection IV bivariate sample selectiona

Participation eq. Outcome eq. Participation eq. Outcome eq.

Variable Coeff t-value Coeff t-value Coeff t-value Coeff t-value
Health index −0.03 −0.74 −0.14 −3.68 −0.06 −0.46 0.01 0.08
Private insurance 0.24 1.23 0.01 0.02 0.27 1.62 0.11 0.41
Log wage 0.06 0.66 0.13 1.43 0.07 0.69 0.07 0.55
a = (Age − 50)/10 0.23 3.64 0.21 1.94 0.23 2.73 0.34 2.90
a2 0.00 −0.13 0.03 0.60 0.00 0.11 0.01 0.17
Secondary education 0.12 1.02 −0.04 −0.19 0.15 1.18 −0.10 −0.44
Tertiary education 0.20 1.29 0.06 0.27 0.26 1.35 −0.08 −0.26
Wife’s education 0.00 0.03 0.01 0.25 0.00 0.02 0.00 −0.12
Black −0.05 −0.40 −0.42 −2.83 −0.07 −0.60 −0.38 −2.16
Other race 0.03 0.21 −0.50 −2.47 0.01 0.06 −0.51 −2.50
Married −0.05 −0.19 −0.26 −0.54 −0.06 −0.19 −0.16 −0.33
Suburban −0.01 −0.14 −0.01 −0.06 −0.01 −0.07 −0.02 −0.19
Rural 0.00 0.02 −0.02 −0.16 0.01 0.12 −0.01 −0.09
Household size −0.01 −0.19 −0.10 −1.89 −0.01 −0.16 −0.11 −2.25
Constant 0.75 2.03 7.99 12.59 0.83 1.58 7.25 11.40
N 2,821 2,202 – 2,270b 2,821 2,202 – 2,270b
a

The first stage F statistic for the IV regression is 56.3.

b

The number of positive observations varies between imputed data sets.