Table 1. Characteristics of Sample Groups.
Prior to Propensity Class Implementation | After Propensity Class Implementation | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
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% with Characteristic | p-value Within Propensity Classes1 | |||||||||
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Enrollee Insurance Status | ||||||||||
| ||||||||||
New N=1124 |
Returning N=1587 |
Continuous N=5126 |
p-value X2 |
1 N=1961 |
2 N=1689 |
3 N=1233 |
4 N=1239 |
5 N=1715 |
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Sex: Female | 47.5 | 53.0 | 60.0 | <0.001 | 0.09 | 0.73 | 0.26 | 0.02 | 0.09 | |
| ||||||||||
Age Category | Less than 30 | 15.3 | 14.6 | 14.5 | <0.001 | 0.12 | 0.32 | 0.51 | 0.86 | 0.01 |
30 to <50 | 46.3 | 54.8 | 45.9 | |||||||
50 to 65 | 38.4 | 30.6 | 39.6 | |||||||
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Race/Ethnicity | Hispanic | 4.0 | 3.8 | 3.5 | 0.109 | 0.34 | 0.86 | 0.46 | 0.89 | 1.00 |
Non-Hispanic White | 84.3 | 84.8 | 83.0 | |||||||
Other minority | 8.8 | 9.1 | 11.1 | |||||||
Unknown | 2.8 | 2.3 | 2.4 | |||||||
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Child on Case | 12.2 | 17.6 | 22.5 | <0.001 | 0.19 | 0.05 | 0.85 | 0.45 | 0.18 | |
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Income (%FPL) | less than 10% | 53.0 | 52.2 | 44.7 | <0.001 | 0.25 | 0.68 | 0.83 | 0.02 | 0.752 |
10% to less than 50% | 19.0 | 18.8 | 19.8 | |||||||
50% to less than 65% | 7.9 | 7.5 | 11.0 | |||||||
65% to less than 85% | 10.1 | 12.4 | 13.9 | |||||||
85% to less than 100% | 9.9 | 9.1 | 10.6 | |||||||
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Rural zipcodeb | 42.8 | 46.5 | 42.5 | 0.019 | 0.09 | 0.80 | 0.19 | 0.29 | 0.07 | |
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Nearest hospitalc | More than 10 miles | 18.3 | 19.3 | 16.8 | 0.151 | 0.23 | 0.81 | 0.35 | 0.11 | 0.43 |
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Chronic Condition | Hypertension | 36.5 | 35.9 | 37.4 | 0.505 | 0.18 | 0.18 | 0.11 | 0.42 | 0.41 |
Diabetes | 13.8 | 13.7 | 16.7 | 0.003 | 0.99 | 0.72 | 0.48 | 0.86 | 0.69 | |
Heart Disease | 11.4 | 12.5 | 11.5 | 0.546 | 0.29 | 0.47 | 0.09 | 0.95 | 0.65 | |
Obstructive Pulmonary Disease | 17.4 | 23.3 | 20.1 | 0.001 | 0.83 | 0.62 | 0.70 | 0.57 | 0.42 | |
Gastrointestinal disorder | 20.8 | 24.6 | 20.2 | 0.001 | 0.97 | 0.23 | 0.06 | 0.59 | 0.26 | |
Anxiety | 21.2 | 25.0 | 22.0 | 0.024 | 0.61 | 0.11 | 0.46 | 0.40 | 0.75 | |
Depression | 27.8 | 31.1 | 25.9 | <0.001 | 0.09 | 0.28 | 0.85 | 0.86 | 0.94 | |
Other psychiatric disorder | 22.4 | 26.0 | 22.3 | 0.008 | 0.35 | 0.78 | 0.21 | 0.02 | 0.56 | |
Drug dependency | 8.4 | 16.4 | 10.7 | <0.001 | 0.31 | 0.81 | 1.00 | 0.49 | 0.03 | |
Alcohol dependency | 12.9 | 17.3 | 8.9 | <0.001 | 0.11 | 0.01 | 0.21 | 0.08 | <0.01 |
Bold face indicates residual imbalance (p<.05) within propensity classes.
Propensity classes were created to adjust for the between group difference in covariates. To do this, propensity scores for membership in the newly insured and returning insured groups were generated from a multinomial regression of group membership on patient covariates. Propensity scores were categorized as: 1) low probability of being either newly or returning insured, 2) moderate probability of being either, 3) high probability of being newly insured and low probability of returning insured, 4) low probability of being newly insured and high probability of returning insured, and 5) high probability of being either. Details of the propensity class categorization are given in eMethods in the Supplement. Variables with residual imbalance were included with propensity class as covariates in all analyses.
Based on classification by the Oregon Office of Rural health
Based on the centroid of the patient's zip code
P-value(χ2): χ2 test of between group difference