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. 2004 Oct;39(5):1527–1546. doi: 10.1111/j.1475-6773.2004.00302.x

Table 3.

IV and OLS Estimates of Usual Source of Care

Coefficients (p-values) by Estimation Method

OLS Regression IV Regression


Independent Variable Mean Value Beta p-value Beta p-value
Distance to nearest safety net provider (miles)a
 Community Health Center (CHC) 12.63 0.0001 0.85 −0.002 0.52
 Safety Net Hospital (SNH) 14.51 −0.0004 0.44 −0.01 0.03
Age (years) 31.7 −0.02 0.00 −0.01 0.00
Age-squared 1,225.8 0.0002 0.00 0.0002 0.00
Annual family income ($10,000s) 21.9 0.000001 0.03 0.00 0.02
Education (years) 11.9 0.003 0.42 0.003 0.38
Femaleb 0.511 0.14 0.00 0.14 0.00
Race and ethnicityb
 African American 0.163 −0.02 0.30 −0.09 0.002
 Hispanic 0.240 −0.07 0.02 −0.11 0.001
 Other race 0.050 −0.05 0.27 −0.09 0.03
Interviewed in Spanish 0.160 −0.11 0.0017 −0.13 0.0004
Health statusb
 Excellent or very good 0.573 −0.02 0.34 −0.01 0.82
 Good 0.260 −0.06 0.02 −0.06 0.04
Family structureb
 Single person w/o children 0.372 −0.05 0.04 −0.08 0.00
 Single person w/children 0.180 0.03 0.28 0.00 0.86
 Married couple, no children 0.112 −0.03 0.33 −0.03 0.34
Community Typeb
 Small metro 0.032 −0.07 0.08 −0.03 0.38
 Nonmetro 0.111 0.11 0.0001 0.24 0.00
Risk Preferenceb
 Strong risk taker 0.194 −0.03 0.15 −0.02 0.35
 Moderate risk taker 0.273 0.00 0.84 0.00 0.77
 Risk preference missing 0.060 0.00 1.00 −0.01 0.69
Intercept 0.74 0.00 0.88 0.00
R-squared 0.097 0.102
a

Straight-line distances calculated from latitude and longitudes of population centroids of 5-digit zip codes.

b

Dichotomous variable of uninsured persons and safety net providers.