-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2011/Calculating_Confidence_Intervals_for_the_AHRQ_QI.pdf
January 01, 2011 - Intervals for the AHRQ Quality Indicators
All of the AHRQ Quality Indicator modules begin with estimating … Estimating the Risk Adjusted Rate (RAR) and SE using the Ratio Method3
of Indirect
Standardization … Estimating RAR:
let Oi = (1/ni)∑(Yij) be the observed rate at hospital i
let Ei = (1/ni)∑(Pij) be … Estimating Variance of RAR (SE is the square root)4
:
Var(RARi)
= Var[α(Oi/Ei)]
= (α/Ei)2Var
-
qualityindicators.ahrq.gov/Archive/News2010.aspx
September 30, 2010 - AHRQ Quality Indicators for Windows Version 4.1a and SAS Version 4.1a
May 12 & 14, 2010 – Webinar on Estimating … Risk-Adjustment Models Incorporating Data on Present on Admission
May 5, 2010– Estimating Risk-Adjustment
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/AHRQ_QI_RAHM_Draft.doc
January 01, 2006 - In the following two subsections, we provide an overview of generalized estimating equations (GEE) and … The theory of Generalized Estimating Equations (GEE) provides a statistical methodology for analyzing … GEE was developed in 1986 by Kung-Yee Liang and Scott Zeger, and is an estimating procedure which makes … Consequently, very little information from β is used when estimating α. … cross-sectional model (Model (1)) and time-trend model (Model (3)) can be fit using the generalized estimating
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/AHRQ_QI_RAHM_Draft.pdf
January 01, 2006 - Statistical Methods
Adjusting for Trends over Time
Adjusting for Within-Provider Correlation
Generalized Estimating
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2012/AHRQ_RAHM_Workgroup_Technical_Report_Final.pdf
January 01, 2012 - In the following two
subsections, we provide an overview of generalized estimating equations (GEE) and … GEE or GLIMMIX approaches that
account for the within-provider correlation.
2.3.2.1 Generalized Estimating … The theory of Generalized Estimating Equations (GEE) provides a statistical
methodology for analyzing … GEE was developed in 1986 by Kung-Yee Liang and Scott Zeger, and is
an estimating procedure which makes … Consequently, very little information from β is used when estimating α.
-
qualityindicators.ahrq.gov/Downloads/Modules/PDI/V2021/Parameter_Estimates_PDI_v2021.pdf
July 01, 2021 - Parameter Estimates PSI 4.5
AHRQ Quality IndicatorsTM
Pediatric Quality Indicators (PDI) Parameter Estimates, v2021
AHRQ Quality IndicatorsTM
Pediatric Quality Indicators (PDI)
Parameter Estimates, v2021
Prepared for:
Agency for Healthcare Research and …
-
qualityindicators.ahrq.gov/Downloads/Modules/PQI/V2021/Parameter_Estimates_PQI_v2021.pdf
July 01, 2021 - Parameter Estimates PSI 4.5
AHRQ Quality IndicatorsTM
Prevention Quality Indicators (PQI)
Parameter Estimates, v2021
Prepared for:
Agency for Healthcare Research and Quality
U.S. Department of Health and Human Services
5600 Fishers Lane
Rockville, MD 20857
http://…
-
qualityindicators.ahrq.gov/Downloads/Modules/IQI/V2021/Parameter_Estimates_IQI_v2021.pdf
July 01, 2021 - Inpatient Quality Indicators (IQI) Parameter Estimates, v2021
AHRQ Quality IndicatorsTM
Inpatient Quality Indicators (IQI)
Parameter Estimates, v2021
Prepared for:
Agency for Healthcare Research and Quality
U.S. Department of Health and Human Services
5600 Fishers Lane
Rockv…
-
qualityindicators.ahrq.gov/Downloads/Modules/PSI/PSI_Composite_Development.pdf
March 01, 2008 - Empirical Methods
Introduction
The AHRQ Quality Indicator risk-adjustment modules begin with estimating … Estimating RAR
Let Oi = (1/ni)∑(Yij) be the observed rate at hospital i
Let Ei = (1/ni)∑(Pij) be the … Empirical Methods
Introduction
The AHRQ Quality Indicator risk-adjustment modules begin with estimating … Estimating RAR
Estimating RAR
i = (1/ni)∑(Yij) be the observed rate at hospital i i = (1/ni)∑(Pij … Variance of RAR (SE is the square root of the variance)
Estimating Variance of RAR (SE is the square
-
qualityindicators.ahrq.gov/Downloads/Modules/PDI/PDI_Composite_Development.pdf
March 01, 2008 - Empirical Methods
Introduction
The AHRQ Quality Indicator risk-adjustment modules begin with estimating … (observed rate/expected rate) × population rate) of Indirect Standardization for each hospital:
Estimating … Estimating Variance of RAR (standard error is the square root of the variance)
Var(RARi)
= Var[α
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2013/Empirical_Methods_r.pdf
January 01, 2013 - Estimating Composite Measures ....................................................................... … Where possible, the logistic regression models use a generalized estimating equations (GEE)
approach … Estimating Composite Measures
The general methodology for the AHRQ QI composite measures might be … Estimating risk-adjustment models and calculating QI rates in the reference population involves
running … The AM includes an option to use Generalized Estimating Equations (Zeger & Liang, 1986,
Liang & Zeger
-
qualityindicators.ahrq.gov/Downloads/Software/SAS/V2020/AHRQ_QI_v2020_ICD10_Population_File.pdf
July 01, 2020 - 2019 Population File For Use with AHRQ Quality Indicators™ Version V2020
AHRQ Quality IndicatorsTM
2019 POPULATION FILE FOR USE WITH
AHRQ QUALITY INDICATORS™
Version v2020
Prepared for:
Agency for Healthcare Research and Quality
U.S. Department of Health and Human Services
5600 F…
-
qualityindicators.ahrq.gov/Downloads/News/AHRQ%20QI_Version%2041_Overview_Final.pdf
January 27, 2010 - Overview of Changesg
Improvements in the accuracy and precision of
the estimation methods
– General Estimating
-
qualityindicators.ahrq.gov/Downloads/Modules/PQI/V2020/Parameter_Estimates_PQI_v2020.pdf
July 01, 2020 - Prevention Quality Indicators™ (PQI) Parameter Estimates Version 2020
AHRQ Quality IndicatorsTM
PREVENTION QUALITY INDICATORS™ (PQI)
PARAMETER ESTIMATES
Version 2020
Prepared for:
Agency for Healthcare Research and Qu…
-
qualityindicators.ahrq.gov/Downloads/Software/SAS/V2021/AHRQ_QI_v2021_ICD10_Population_File.pdf
July 01, 2021 - AHRQ QI Population File
AHRQ Quality Indicators
TM
2020 Population File for use with AHRQ
Quality Indicators™, v2021
Prepared for:
Agency for Healthcare Research and Quality
U.S. Department of Health and Human Services
5600 Fishers Lane Rockville, MD 20857
http://www.qualityindicato…
-
qualityindicators.ahrq.gov/Downloads/Modules/PSI/V2020/PSI_Composite_Development.pdf
July 01, 2020 - To account for confounders in estimating the marginal impact of each PSI on the risk of
excess harms
-
qualityindicators.ahrq.gov/Downloads/News/Listserv_SAS_and_WinQI_4.3.pdf
August 24, 2011 - December 1 - Release of the AHRQ QI Windows Application Version 2
Release of AHRQ Quality Indicators for
Windows Version 4.3 and SAS Version 4.3
Page 1
August 24, 2011 – Release of AHRQ Quality Indicators
Software for Windows and SAS Version 4.3
The Agency for Healthcare Research and Quality (AHRQ) announce…
-
qualityindicators.ahrq.gov/Downloads/Modules/IQI/IQI_Composite_Development.pdf
March 01, 2008 - Empirical Methods
Introduction
The AHRQ Quality Indicator risk-adjustment modules begin with estimating … Estimating RAR
Let Oi = (1/ni)∑(Yij) be the observed rate at hospital i
Let Ei = (1/ni)∑(Pij) be … ∑(Pij)] (where sum is for j = 1 to j = ni)
= population rate × observed/expected at hospital i
Estimating
-
qualityindicators.ahrq.gov/Downloads/News/User_Survey_Available.pdf
January 04, 2013 - January 4, 2013 AHRQ QI User Survey Available!
Dear AHRQ QI User:
The Agency for Healthcare Research and Quality (AHRQ; www.ahrq.gov) aims to better understand the needs of
organizations using the AHRQ Quality Indicators (QI) (www.qualityindicators.ahrq.gov) and other healthcare
quality measures. We’d like to…
-
qualityindicators.ahrq.gov/Downloads/Modules/PSI/V2021/PSI_Composite_Measures.pdf
July 01, 2021 - To account for confounders in estimating the marginal impact of each PSI on the
risk of excess harms