Summary of Statistical Test Results
Asthma Outcomes and Air Quality (2022 vs 2019)
Model/Test Estimate 95% CI p-value
Poisson: Total Asthma Prescriptions ~ Average AQI -0.038 [-0.038, -0.038] < 2.2e-16
Poisson: Asthma Prescription Fraction ~ Average AQI -2.49e-04 [-2.96e-04, -2.01e-04] < 2.2e-16
Log-Linear: Cost Fraction ~ Average AQI -0.007 [-0.011, -0.003] 0.000188
Linear: ΔCost Fraction ~ ΔAQI (2019 ~ 2022) -1.01e-04 [-5.92e-04, 3.90e-04] 0.687