Methods Applying AHRQ Quality Indicators to Healthcare ... - HCUP

AHRQPreventionQualityIndicators(PQIs)Characteristics of State PopulationsConclusionsAboutAssociationsPercent ofStateVariationExplained(R-square)PQI 4 –PediatricAsthmaAdmissionsPQI 6 –PediatricGastroenteritisAdmissionsPQI 8 – AdultAdmissions forCongestiveHeart FailureAdult Asthma Prevalence ns 1.23%Emphysema Prevalence ns 0.97%Chronic Bronchitis Prevalence ns 5.38%Percent Reporting Cigarette Use in the Past Month + 13.57%HMO Penetration ns 2.65%Percent of People Below the Poverty Line in the Past 12Months ns 7.44%Percent Without Telephone Access + 15.27%Source of Insurance: Uninsured (as a Percent of thePopulation) ns 3.25%Hospital Bed Supply (Rate/100,000) ns 4.22%Air Quality - Particulate Annual Mean ns 0.96%Air Quality - Particulate 24 Hour Average ns 0.64%Air Quality - Ozone 1 Hour Average + 16.99%Race/Ethnicity: White (as a Percent of the Population) ns 5.35%Race/Ethnicity: Black (as a Percent of the Population) + 38.75%Race/Ethnicity: Hispanic (as a Percent of thePopulation) ns 0.00%Race/Ethnicity: API (as a Percent of the Population) ns 1.63%Race/Ethnicity: Other (as a Percent of the Population) - 20.45%Race/Ethnicity: Minority (as a Percent of the Population) ns 5.35%HMO Penetration ns 6.86%Percent of People Below the Poverty Line in the Past 12Months + 24.91%Percent of Population that is Foreign-Born ns 1.78%Source of Insurance: Uninsured (as a Percent of thePopulation) ns 2.78%Hospital Bed Supply (Rate/100,000) + 40.32%Race/Ethnicity: White (as a Percent of the Population) ns 0.25%Race/Ethnicity: Black (as a Percent of the Population) + 12.06%Race/Ethnicity: Hispanic (as a Percent of thePopulation) ns 2.32%Race/Ethnicity: API (as a Percent of the Population) ns 0.37%Race/Ethnicity: Other (as a Percent of the Population) ns 10.38%Race/Ethnicity: Minority (as a Percent of the Population) ns 0.25%Percent of Adult Population at Risk for Heart Disease*** + 41.70%Cardiac Deaths (Rate/100,000) + 76.95%Percent Reporting Cigarette Use in the Past Month + 27.46%Percent Reporting Past Month 'Binge' Alcohol Use ns 2.92%Percent of Population 65 Years and Over ns 8.62%HMO Penetration ns 0.51%Methods for HCUP Data in 2011 NHQR and NHDR G-3December 9, 2011