-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/AHRQ_QI_RAHM_Draft.pdf
January 01, 2006 - Risk Adjustment and Hierarchical Modeling
AHRQ Quality Indicators
Risk Adjustment
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/AHRQ_QI_RAHM_Draft.doc
January 01, 2006 - Risk Adjustment and Hierarchical Modeling
AHRQ Quality Indicators
Risk Adjustment and Hierarchical … Modeling
Draft Report
AHRQ Quality Indicators
Risk Adjustment and Hierarchical Modeling Approaches … Risk-adjusted rates are the estimated performance if the provider had an "average" patient mix, given … Thirdly, it may allow more accurate model predictions (expected and risk-adjusted rates for providers … Risk Adjustment and Hierarchical Modeling Workgroup
Workgroup Members
Dan R.
-
qualityindicators.ahrq.gov/Downloads/Resources/Case_Studies/Johns_Hopkins_Case_Study.pdf
August 01, 2019 - Collaborative – made up of a large, multidisciplinary,
multispecialty team – focuses on the identification of risk … The tool
requires patient risk stratification
and generates an algorithm for
administration of prophylaxis … educational materials, including both a patient video and training for nurses on
how to discuss blood clot risks … quality of care for
patients hospitalized for a broad range of procedures or conditions that are high risk
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2012/Appendix_1B_Details_of_Expert_Panel_Calls.pdf
January 01, 2012 - For example, some
medications carry increased risks during hot weather. … Certain psychiatric medications carry increased risks for complications, such as
dehydration and … Although, education efforts may help
raise awareness about these risks and reduce associated hospitalizations … But HIV itself does
not present an added fall risk.
III. … For example,
some medications carry increased risks during hot weather.
-
qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2019/v2019_QI_Software_Release_Slides_080119.pdf
January 01, 2019 - 5
About the AHRQ QI Software
• Uses readily available administrative data
► Risk-adjusted in the … 21
Risk Adjustment (cont … risk-adjusted
rates
22
Risk Adjustment (cont … Population Files
Risk Adjustment
Risk Adjustment (cont.)
Risk Adjustment (cont.) … Risk Adjustment (cont.)
-
qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2020/v2020%20QI%20Software%20Release_Final-08032020.pdf
January 01, 2020 - rates
► Rank a group of hospitals based on their risk-adjusted rates
17
Risk Adjustment (cont … Adjustment
Risk Adjustment
Risk Adjustment
Risk Adjustment
•
•
•
•
•
HCUP enables all
- … Risk Adjustment (cont.)
Risk Adjustment (cont.)
Risk Adjustment (cont. … Risk Adjustment (cont.) … Risk Adjustment (cont.)
Risk Adjustment (cont.)
Risk Adjustment (cont.
-
qualityindicators.ahrq.gov/Downloads/Software/SAS/V2021/AHRQ_SASQI_v2021_Software_Rel_Notes.pdf
July 01, 2021 - The non-risk adjusted numerators,
denominators, and observed rates are also reported.
5.1 Risk-Adjustment … Factors by Module
AHRQ SAS QI v2021 includes new and updated risk factors in the risk-adjustment models … A risk factor indicating whether a discharge is medical or surgical is used in risk-
adjustment models … A risk factor indicating whether a discharge is medical or surgical is used in risk-
adjustment models … The software will calculate risk-adjusted rates, smoothed rates, and composites.
-
qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2021/v2021%20QI%20Software%20Release.pdf
January 01, 2021 - risk factors to risk adjustment models for all PSI
04 strata … Adjustment
Risk Adjustment
•
•
•
•
What to do with risk-adjusted rates
► Compare a … rates
►
►
Rank a group of hospitals based on their risk-adjusted rates
Risk Adjustment … complication risk factors to risk adjustment models for all PSI 04 strata … because these are used in risk adjustment
User O ptions/Software Updates (cont
-
qualityindicators.ahrq.gov/Downloads/Software/WinQI/V2021/AHRQ_WinQI_v2021_Software_Rel_Notes.pdf
July 01, 2021 - The non-risk-adjusted numerators, denominators, and
observed rates are also reported.
5.1 Risk Adjustment … AHRQ WinQI v2021 includes new and updated risk factors in the risk-adjustment models across modules … A risk factor indicating whether a discharge is medical or surgical is used in risk-
adjustment models … A risk factor indicating whether a discharge is medical or surgical is used in risk-
adjustment models … The software will calculate risk-adjusted rates, smoothed rates, and composites.
-
qualityindicators.ahrq.gov/Downloads/Software/SAS/V2021/AHRQ_SASQI_v2021.0.1_Software_Rel_Notes.pdf
September 01, 2021 - The non-risk adjusted numerators,
denominators, and observed rates are also reported.
6.1 Risk-Adjustment … Factors by Module
AHRQ SAS QI v2021 includes new and updated risk factors in the risk-adjustment models … A risk factor indicating whether a discharge is medical or surgical is used in risk-
adjustment models … A risk factor indicating whether a discharge is medical or surgical is used in risk-
adjustment models … The software will calculate risk-adjusted rates, smoothed rates, and composites.
-
qualityindicators.ahrq.gov/News/ICD10_v2021_FAQ.pdf
September 01, 2021 - The software will calculate risk-adjusted rates, smoothed
rates, and composites. … Risk-Adjusted Software Information
5. … Is the AHRQ QI v2021 software (SAS QI and WinQI) risk adjusted? … to produce risk-adjusted rates for any stratum that
includes these variables. … o Computes county-level risk adjustment
9.
-
qualityindicators.ahrq.gov/Downloads/Resources/Presentations/2005/AHRQQI_McDonald_Davies_Pediatric_Indicator_Module.ppt
January 01, 2005 - Ulcers occur more frequently in high risk groups but some occur in traditionally low risk
Lower rate … and lower risk patients. … low risk group. … rxnSelected infection (line)
High risk
Intermediate risk
Low risk
0
2
4
6
8
10
12
14
16
Foreign … respiratory failure
High risk
Intermediate risk
Low risk
All patients
0
2
4
6
8
10
12
14
16
-
qualityindicators.ahrq.gov/News/PSI_v6.0_SASQI_WinQI_Memo.pdf
July 27, 2017 - and
modestly changes both the all-payer reference population rates and coefficient values in the risk … The original intent of these variables was to capture the risk attributable to a
principal diagnosis … models, so records in the associated MS-DRGs 052 and 053 were scored according to the risk of
the … risk-adjustment models … PSI 04 Risk-Adjustment Aligned with recent NQF re-endorsement (December 2016)
PSI 04 is a risk-adjusted
-
qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2019/AHRQ_QI_v2019_Software_Release_Webinar_Transcript.pdf
January 01, 2019 - For example, again,
with risk adjustment there will be risk-adjusted rates. … for risk adjustors were unavailable at the time of production. … And then there is a separate program for risk
adjustment that will give you the risk adjustment rates … Because risk
adjustment is calculated based on national all-payer data, we can't report risk adjusted … They are both at the observed level and risk adjustment level.
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/EDPerformanceMeasures-ConsensusStatement.pdf
January 01, 2006 - Any facility that does not have in place the infrastructure to track this data risks its
accreditation … This differs
from PLAM in that it includes documentation of patient competence, discussion about risks
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2012/Appendix_1A_Details_of_literature_review.pdf
January 01, 2012 - ) need more information about causes, risks, prevention, physiological
processes, and treatment interventions … Accidental Injuries
27
• People with dementia have a two- to three-fold relative risk of falls compared … • The risk of falling increases as the number of risk factors increases (from 8% with no risk
factors … Other strategies that have been shown to be
effective in reducing fall risks in older adults include … Hip protectors in care homes exhibited a relative
risk rate for hip fractures of 0.67 (0.46 to 0.98)
-
qualityindicators.ahrq.gov/News/ICD10_v2020_FAQ.pdf
September 01, 2020 - underpinning the QI risk-adjustment methodologies … Risk-Adjusted Software Information
5. … Is the AHRQ QI v2020 software (SAS QI and WinQI) risk adjusted? … PDI
hospital-level risk adjustment is new in the AHRQ QI v2020 software. … o Hospital-level PDIs are now risk-adjusted in v2020.
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/fr16my06N.htm
January 01, 2006 - HUMAN SERVICES
Agency for Healthcare Research and Quality
AHRQ Quality indicators Workgroup on Risk … This Workgroup is being formed as part of a structured approach for
evaluating risk-adjustment and … the
AHRQ QIs, the Workgroup member will be addressing several key issues
for the development of a risk … limited to:
Statistical and methodological issues related to the
development and validation of risk … with different risk adjustment
methodologies including hierarchical modeling approaches.
-
qualityindicators.ahrq.gov/Downloads/Resources/Publications/2013/Empirical_Methods_r.pdf
January 01, 2013 - V is the risk-adjusted rate. … Risk Adjustment Parameters CSV File
Each risk-adjusted provider-level indicator has its risk adjustment … the risk adjustment covariates. … ℎ is the risk-adjusted
rate. … risk category (GPPD12).
-
qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2021/AHRQ%20Quality%20Indicators%20Software%20v2021%20ICD-10-CMPCS.pdf
January 01, 2021 - Fiscal Year 2021 updates, indicator logic changes, population files, risk
adjustments. … For PSI 4, periodically we review the hierarchy for the strata based on risk. … To improve risk adjustment for PSI 4, we added stratum-specific complication risk
factors. … And for risk, however, it would be included in risk adjustment. … You don’t need to use different versions of risk adjustment. There’s no need
to.