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. Author manuscript; available in PMC: 2016 Apr 11.
Published in final edited form as: Educ Econ. 2014 Aug 8;23(6):735–750. doi: 10.1080/09645292.2014.944858

Table 3.

The education gradient in self-reported and total prevalence of chronic disease

Self-report disease
Column 1
Has disease (Tot. Prev.)
Column 2

Coeff. ME Coeff. ME
Diabetes
(N=10,780)
High school graduate −0.127*
(0.051)
−0.014**
(0.005)
−0.079
(0.048)
−0.011
(0.007)
College and more −0.110*
(0.048)
−0.013*
(0.006)
−0.168**
(0.046)
−0.025**
(0.007)
Income to poverty ratio −0.101**
(0.014)
−0.012**
(0.002)
−0.087**
(0.013)
−0.013**
(0.002)

Rho 0.952** (0.005)

Hypertension
(N=20,170)
High school graduate 0.008
(0.030)
0.003
(0.010)
0.016
(0.030)
0.006
(0.011)
College and more −0.050
(0.028)
−0.018
(0.010)
−0.115**
(0.029)
−0.040**
(0.010)
Income to poverty ratio −0.024**
(0.007)
−0.008**
(0.003)
−0.014
(0.007)
−0.005
(0.003)

Rho 0.851** (0.005)

High
Cholesterol
(N=23,412)
High school graduate 0.099**
(0.027)
0.035**
(0.010)
0.064*
(0.027)
0.022*
(0.009)
College and more 0.117**
(0.026)
0.040**
(0.009)
0.004
(0.025)
0.001
(0.009)
Income to poverty ratio 0.041**
(0.007)
0.014**
(0.002)
0.004
(0.007)
0.001
(0.002)

Rho 0.703** (0.007)

Notes:

*

denotes statistical significance at the 0.05 level and

**

at the 0.01 level.

Table shows estimated coefficients and marginal effects (ME) from bivariate probit models. Standard errors are in parentheses. Race, gender, marital status, age, age squared, self-reported diabetes, high cholesterol, hypertension, obesity, smoking status, and survey year dummies are included in the models, but the estimated coefficients are not shown.