Table 3.
Mean parameter estimates (β) with corresponding 2.5% and 97.5% quantiles from a bootstrap study of 10,000 replications with sample size n = 5000
| QReg | ||||||
|---|---|---|---|---|---|---|
| Quantile1 | Quantile2 | Quantile3 | Quantile4 | OLS | GLMM | |
| Parameter | β (95%CI) | β (95%CI) | β (95%CI) | β (95%CI) | β (95%CI) | β (95%CI) |
| Intercept | 39.83 (14.7,61.3) | 48.8(28.4,69.2) | 71.5(60.5,81.5) | 82.5(76.4,88.8) | 88.23(84.4,91.9) | 92.21(88.7,95.2) |
| NHB | -3.54(-11.2,3.43) | -4.55(-10.9,1.7) | -2.91(-5.6,-0.19) | -1.87(-3.3,-0.54) | -1.38(-2.31,-0.46) | -1.42(-2.10,-0.77) |
| Other | -5.94(-14.4,2.2) | -4.38(-13.2,3.1) | -1.05(-3.8,1.60) | 0.44(-1.2,2.1) | -0.12(-1.10,0.85) | -0.65(-1.49,0.11) |
| NHW (REF) | ||||||
| Male | -11.8(-22.8,0.39) | -6.78(-16.6,3.6) | 0.61(-4.9,7.8) | 1.13(-3.2,5.5) | -0.51(-2.88,2.01) | -0.55(-2.50,1.50) |
| Age | 0.24(-0.01,0.55) | 0.27(0.01,0.52) | 0.17(0.05,0.29) | 0.13(0.06,0.19) | 0.08(0.03,0.12) | 0.04(0.01,0.08) |
| Age2 | -0.01(-0.02,0.01) | -0.01(-0.02,0.01) | -0.01(-0.02,0.002) | -0.01(-0.01,-0.001) | -0.01(-0.01,0.00) | -0.01(-0.01,-0.001) |
| Never Married | -3.51(-12.9,6.9) | -5.69(-15.9,6.6) | -0.76(-5.3,2.9) | -2.09(-5.1,0.91) | -0.88(-2.71,0.88) | -0.83(-0.41,2.12) |
| Divorced | -3.45(-9.7,2.2) | -4.67(-10.9,1.2) | -3.13(-5.9,-0.57) | -2.57(-4.0,-1.1) | -1.44(-2.36,-0.56) | -0.91(-0.24,1.59) |
| Married (REF) | ||||||
| Employed | 5.10(-1,8,13.1) | 4.58(-2.8,11.4) | 2.60(-0.17,5.42) | 1.16(-4.57,2.9) | 1.27(0.20,2.33) | 0.08(-0.85,0.97) |
| Retired | -0.06(-6.9,7.8) | 1.42(-5.2,7.5) | 1.68(-0.91,4.36) | 1.22(-0.15,2.6) | 0.63(-0.27,1.53) | -0.65(-1.35,0.00) |
| Unemployed (REF) | ||||||
| Cancer | -8.20(-19.2,2.7) | -11.4(-23.5,1.7) | -3.14(-9.9,2.99) | -0.45(-3.6,2.2) | -1.37(-3.45,0.57) | -0.45(-1.89,0.81) |
| CHD | 11.8(0.82,21.2) | 8.27(0.94,15.6) | 0.65(-2.6,4.32) | 0.20(-1.9,2.2) | 0.70(-0.64,2.04) | -0.14(-1.04,0.79) |
| CHF | 0.68(-10.4,11.2) | -0.29(-7.8,7.4) | -1.05(-4.7,2.46) | -2.05(-4.7,0.28) | -0.87(-2.45,0.66) | -0.79(-1.93,0.27) |
| Hypertension (ICD) | 1.36(-6.7,11.2) | -0.89(-8.6,6.8) | -1.30(-4.7,1.54) | -1.69(-3.5,0.05) | -1.13(-2.33,0.05) | -0.09(-0.88,0.67) |
| Poor HbA1c | 10.2(0.5,18.2) | 6.45(0.34,12.0) | -0.84(-3.6,1.72) | -2.59(-4.3,-0.99) | -1.00(-2.03,0.02) | -4.13(-4.89,-3.34) |
| Stroke | -0.76(-12.3,10.9) | -4.04(-13.3,5.9) | -1.18(-10.3,4.29) | -0.48(-4.2,2.6) | -0.60(-2.87,1.55) | -0.05(-1.47,1.27) |
| Bipolar Disorder | -3.68(-24.3,19.9) | -1.57(-22.7,18.3) | 1.49(-4.5,7.1) | -0.35(-4.9,3.9) | -0.24(-3.35,2.50) | -0.31(-1.71,2.06) |
| GAD | 3.89 (-9.5,18.9) | 0.50(-14.7,13.2) | 2.36(-5.9,7.9) | 1.57(-1.5,3.9) | 0.88(-1.58,3.12) | 0.74(-0.86,2.36) |
| Psychoses | 5.90(-12.0,22.4) | 4.72(-12.7, 17.1) | -2.38(-8.9,4.6) | -0.07(-6.1,3.7) | 0.001(-2.7,2.6) | -0.65(-2.78,1.23) |
| PTSD | 0.13(-11.7,12.5) | -0.75(-13.2, 9.5) | 2.30(-3.1,6.5) | 1.50(-0.72,3.5) | 0.68(-1.01,2.20) | 0.58(-0.66,1.86) |
| Substance Use | 5.65(-3.1,15.2) | 5.53(-2.5,12.7) | 2.90(-0.001,5.7) | 1.41(-0.06,2.8) | 1.00(-0.01,2.00) | 0.26(-0.48,0.99) |
NHB = Non-Hispanic Black (Reference = Non-Hispanic White, NHW)
Other = Other race groups
β = Mean bootstrapped Parameter Estimate
Quantile 1 = 0.02 corresponding to a medication possession ratio (MPR) of 40%
Quantile 2 = 0.04 corresponding to a medication possession ratio (MPR) of 60.%
Quantile 3 = 0.15 corresponding to a medication possession ratio (MPR) of 80.%
Quantile 4 = 0.27 corresponding to a medication possession ratio (MPR) of 90%
95% CI = 95% confidence interval based on 2.5% and 97.5% quantiles from a bootstrap study