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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/about_grants_cd.jsp
July 01, 2016 - To assess the value of the resulting clinically enhanced database, the research team has compared risk-adjusted … determine whether laboratory test results will enhance the ability of the cardiac registry data to risk-adjust
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn4.jsp
August 01, 2014 - Slide 4
Risk-adjustment using numerical lab data
Results of 22 lab tests enter at least 1 of 12
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn23.jsp
July 01, 2016 - improving the quality of their coding
Reports that employ clinically-enhanced data to compare their risk-adjusted
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hcup-us.ahrq.gov/reports/race/annotatedslidesforR_E_report2.pdf
January 01, 2011 - )
common than absolute rates
General Find
Only slight variation in ra
Measures:
– Condition or risk
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hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/data_improve_linkages.jsp
February 01, 2025 - (Developed by the Northwest grantee)
Pregnancy Risk Factors and Birth Outcomes within Oregon's AI
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hcup-us.ahrq.gov/toolssoftware/procedure/procedure.jsp
July 01, 2025 - Contents
Examples of Procedure Classes tool Usage
The HCUP Procedure Classes tool is used in the risk
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hcup-us.ahrq.gov/tech_assist/faq.jsp
October 01, 2024 - Indices Refined for ICD-10-CM is designed to predict two frequently reported health outcomes:
Risk … of in-hospital mortality
Risk of 30-day, all-cause readmission
Each index is a separate composite … Identifying Increased Risk of Readmission and In-hospital Mortality Using Hospital Administrative Data … The comorbidity measures are assigned a weight designed to capture the relative risk of in-hospital mortality … indicates that the comorbidity measure does not significantly contribute positively or negatively to the risk
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hcup-us.ahrq.gov/reports/methods/2005_05.pdf
January 01, 2005 - age, gender, age-gender interaction, and 3M™ All
Patient Refined Diagnosis Related Groups (APR-DRGs) risk … Ethnicity: Minority (as a Percent of the Population) ns 0.38%
Percent of Adult Population at Risk … Ethnicity: Minority (as a Percent of the Population) ns 0.25%
Percent of Adult Population at Risk … 60.26%
PQI 16 -
Diabetes-
Related Lower
Extremity
Amputations
Percent of Adult Population at Risk … Ethnicity: Minority (as a Percent of the Population) + 14.17%
Percent of Adult Population at Risk
-
hcup-us.ahrq.gov/reports/methods/2006_7.pdf
January 01, 2006 - age, gender, age-gender interaction, and 3M™ All
Patient Refined Diagnosis Related Groups (APR-DRGs) risk … Ethnicity: Minority (as a Percent of the Population) ns 0.38%
Percent of Adult Population at Risk … Ethnicity: Minority (as a Percent of the Population) ns 0.25%
Percent of Adult Population at Risk … 60.26%
PQI 16 -
Diabetes-
Related Lower
Extremity
Amputations
Percent of Adult Population at Risk … Ethnicity: Minority (as a Percent of the Population) + 14.17%
Percent of Adult Population at Risk
-
hcup-us.ahrq.gov/reports/statbriefs/sb154.pdf
March 01, 2013 - readmissions.3
Prior research has offered select views of readmissions for
general surgery4 or high-risk … Risk factors for 30-day hospital readmission among general surgery patients. … Hospital volume, length of stay, and readmission rates in high-risk surgery. … Readmission rates were calculated without risk adjustment.
-
hcup-us.ahrq.gov/reports/statbriefs/sb154.jsp
April 01, 2013 - readmissions. 3
Prior research has offered select views of readmissions for general surgery 4 or high-risk … Readmission rates were calculated without risk adjustment. … Risk factors for 30-day hospital readmission among general surgery patients. … Hospital volume, length of stay, and readmission rates in high-risk surgery.
-
hcup-us.ahrq.gov/reports/methods/2014-01.pdf
January 01, 2014 - Age Groupings for Risk Adjustment
Table 4. … Age Groupings for Risk Adjustment
Table 4.
-
hcup-us.ahrq.gov/db/nation/nrd/NRD_Introduction_2013.jsp
January 01, 2013 - Will acknowledge that risk of individual identification of persons is increased when observations (i.e … discharge (e.g., comorbidity flags, 3M All-Patient Refined Diagnosis-Related Group [APR-DRG] value, risk … Severity or risk adjustment may also be beneficial when comparing readmission rates across geographical … A simple risk adjustment would include the age and sex of the patient. … Rates were not risk adjusted.
-
hcup-us.ahrq.gov/reports/methods/2004_06_add_09.pdf
January 01, 2004 - Age Groupings for Risk Adjustment
Table 4.
-
hcup-us.ahrq.gov/reports/methods/2004_07.pdf
January 01, 2004 - age, gender, age-gender interaction, and 3M™ All Patient Refined
Diagnosis Related Groups (APR-DRGs) risk … Ethnicity: Minority (as a Percent of the Population) ns 0.38%
Percent of Adult Population at Risk … Ethnicity: Minority (as a Percent of the Population) ns 0.25%
Percent of Adult Population at Risk … 60.26%
PQI 16 -
Diabetes-
Related Lower
Extremity
Amputations
Percent of Adult Population at Risk … Ethnicity: Minority (as a Percent of the Population) + 14.17%
Percent of Adult Population at Risk
-
hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi7.jsp
July 01, 2016 - improving the severity of illness model, the admission lab results will be incorporated into existing risk … admission labs (the 32 identified for this study) are known to improve the predictive power of existing risk
-
hcup-us.ahrq.gov/reports/statbriefs/sb11.pdf
August 01, 2006 - However, recent evidence has better
quantified the risk of a VBAC compared with a repeat C-section. … Although the absolute risk of uterine
rupture is small, the perinatal outcomes when this occurs can
-
hcup-us.ahrq.gov/reports/statbriefs/sb99.pdf
November 01, 2010 - The data
presented here are observed admissions and are not risk-
adjusted for age or gender. … In this report, only observed rates are used, not the risk-adjusted rates (i.e., for age and
gender)
-
hcup-us.ahrq.gov/datainnovations/clinicaldata/SampleVHIandhospitalcontractforAHRQstudy.pdf
September 30, 2007 - identifiable health information);
(c) Use its good faith best efforts to develop and provide XXXX with
risk-adjusted … health information);
(d) Use its good faith best efforts to develop and provide XXXX with
risk-adjusted
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hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or22.pdf
November 01, 2009 - National Center for Health Statistics bridged-
race population estimates used as
population-at-risk