-
hcup-us.ahrq.gov/reports/statbriefs/sb248-Hospital-Readmissions-2010-2016.pdf
January 01, 2016 - Introduction
Hospital readmissions serve as a key measure for the quality of
patient care in U.S. … HRRP
incentivizes hospitals to reduce readmissions by linking payment
with readmission measures. … No more than one
readmission is counted within the 30-day period, because the outcome measure assessed … as
Medicaid, Private Insurance, or Other, depending on the structure of the State program. … Discharge weights for national estimates are developed using the target universe of
community hospitals
-
hcup-us.ahrq.gov/reports/statbriefs/sb159.pdf
September 01, 2012 - State Inpatient Databases (SID) disparities analysis file
Race and ethnicity measures can be problematic … the AHRQ Quality Indicators (QIs),
are a set of measures that can be used with hospital inpatient discharge … – Other: includes Worker's Compensation, TRICARE/CHAMPUS, CHAMPVA, Title V, and other
government programs … Encounters billed to the State Children’s Health Insurance Program (SCHIP) may be classified as
Medicaid … , Private Insurance, or Other, depending on the structure of the State program.
-
hcup-us.ahrq.gov/db/nation/nrd/Introduction_NRD_2010-2017.pdf
January 01, 2017 - file of this size and without careful planning, space could easily become a problem in a
multi-step program … For example, the load program for the 2017 NRD Core
http://www.hcup-us.ahrq.gov/db/nation/nrd/nrddbdocumentation.jsp … The 12 measures were selected for inclusion because they are: (1)
endorsed by the National Quality Forum … Rockville, MD: Agency for Healthcare Research and Quality. … Variance Calculations
It may be important for researchers to calculate a measure of precision for
-
hcup-us.ahrq.gov/news/exhibit_booth/KIDBrochure_050218.pdf
May 16, 2018 - • Total charges
• Expected payer
• Discharge status
• Length of stay
• Severity and comorbidity measures … care
• Impact of health policy changes
• Access to care
• Quality of care and patient safety
• … Sponsored by the Agency for Healthcare Research and Quality (AHRQ), HCUP includes the
largest all-payer … Free tools and software are available to estimate hospital
costs, assess quality of care, and identify … Programs to load
data into software packages are provided.
Make the Most of Your Research.
-
hcup-us.ahrq.gov/db/nation/nrd/Introduction_NRD_2019.pdf
January 01, 2019 - For example, the load program for the 2019 NRD Core
file is found under the link “SAS NRD 2019 Core … The 12 measures were selected for inclusion because they are: (1)
endorsed by the National Quality Forum … Although discharge-level weights
were calculated for the NRD, hospital-level weights were not calculated … Users should not equate the discharge-
level weights to weights that can be used to estimate population … Variance Calculations
It may be important for researchers to calculate a measure of precision for
-
hcup-us.ahrq.gov/reports/methods/2005-07.pdf
January 01, 2005 - Agency for Healthcare Research and Quality. … The Program
Editor is used to enter, edit, and submit SAS programs, and messages appear in the Log window … directly to the program. … "
• "Analyzing Repeated Measures and Cluster-Correlated Data Using SUDAAN Release 7.5"
(1997). … AHRQ Quality Indicators Applied to the HCUP Data for the National Healthcare Quality Report (NHQR) and
-
hcup-us.ahrq.gov/news/exhibit_booth/HCUPOverviewDeck_121422.pdf
February 09, 2022 - Distributor
Software Requirements for
Working With the Full HCUP Files
Software
Package
Load
Programs … Format
Programs
Example
Statistical
Coding
HCUP Tools
Programs
X X X X
X X X
X X
X
X … assignment is not
mutually exclusive
Some codes cross-classified to
more than one comorbidity measure … Clinically similar comorbidity
measures
Some comorbidity measures
clinically similar but differentiated … Files Adjust Discharge
Weights for Longitudinal Analyses
• Adjust discharge weights to account for
-
hcup-us.ahrq.gov/reports/statbriefs/sb197-Characteristics-Quality-Hospitals-Health-Systems.pdf
December 01, 2014 - We used data from the HCUP State Inpatient Databases (SID) and the AHA to measure hospital and
patient … We used HCUP SID data to measure changes in hospital quality from
2009 to 2012. … The IQIs, a component of the AHRQ QIs, are a set of measures that can be used with
hospital inpatient … Hospital stays billed to the State Children’s Health Insurance Program (SCHIP) may be classified as … Medicaid, Private Insurance, or Other, depending on the structure of the State program.
-
hcup-us.ahrq.gov/reports/methods/2009_02.pdf
January 01, 2009 - The AHRQ QIs are measures of quality associated with processes of care that
occurred in an outpatient … The AHRQ QIs used for the NHDR include four sets of
measures:
• Prevention Quality Indicators … • Inpatient Quality Indicators (IQIs) reflect quality of care inside hospitals and include
measures … of health services, medical practice
patterns, access to health care programs, and outcomes of treatments … Measures of Pediatric Health Care Quality Based
on Hospital Administrative Data: The Pediatric Quality
-
hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2004_Design_Report.pdf
January 01, 2004 - Variance Calculations
It may be important for researchers to calculate a measure of precision for … .,
produce more precise estimates) if they account for the potential correlation between repeated
measures … Variance Calculations
It may be important for researchers to calculate a measure of precision for … The NIS database includes a Hospital Weights file with variables required by these programs to
calculate … e.g., produce more precise estimates) if they account
for the potential correlation between repeated measures
-
hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2005_Design_Report.pdf
January 01, 2005 - Variance Calculations
It may be important for researchers to calculate a measure of precision for … .,
produce more precise estimates) if they account for the potential correlation between repeated
measures … Variance Calculations
It may be important for researchers to calculate a measure of precision for … The NIS database includes a Hospital Weights file with variables required by these programs to
calculate … e.g., produce more precise estimates) if they account
for the potential correlation between repeated measures
-
hcup-us.ahrq.gov/db/nation/nrd/Introduction_NRD_2010-2018.jsp
January 01, 2018 - Data Elements in the 2018 NRD Severity Measures File
Table D.3. … Click on "Nationwide SAS Load Programs", "Nationwide SPSS Load Programs", or "Nationwide Stata Load Programs … For example, the load program for the 2018 NRD Core file is found under the link "SAS NRD 2018 Core File … The 12 measures were selected for inclusion because they are: (1) endorsed by the National Quality Forum … to Introduction
Variance Calculations
It may be important for researchers to calculate a measure
-
hcup-us.ahrq.gov/reports/methods/2006_6a.pdf
January 01, 2006 - Agency for Healthcare Research and Quality. … Population Estimates Program, Population Division, U.S. … run mental health and substance
abuse programs, black lung program, corrections system, etc. ) or for … lung program,
corrections system, and other general assistance state and county programs. … CPS, which aims to measure health insurance coverage of the
population, counts people in government
-
hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/about_grants_cd.jsp
July 01, 2016 - Procedure Classes for ICD-9-CM
Surgery Flags for ICD-9-CM
HCUP Supplemental Files
NIS-Trend Weights … Clinical Content Enhancement Toolkit
About the Grants
AHRQ initiated a research program … Two types of grants were implemented under this research program to improve state data by:
Enhancing … Measures in Pregnant and Postpartum Mothers. " Applied Research in Quality of Life , 2013. … The end result is an enduring infrastructure that will improve research and quality.
-
hcup-us.ahrq.gov/reports/statbriefs/sb197-Characteristics-Quality-Hospitals-Health-Systems.jsp
December 01, 2015 - Procedure Classes for ICD-9-CM
Surgery Flags for ICD-9-CM
HCUP Supplemental Files
NIS-Trend Weights … We used data from the HCUP State Inpatient Databases (SID) and the AHA to measure hospital and patient … We used HCUP SID data to measure changes in hospital quality from 2009 to 2012. … The IQIs, a component of the AHRQ QIs, are a set of measures that can be used with hospital inpatient … , Private Insurance, or Other, depending on the structure of the State program.
-
hcup-us.ahrq.gov/tech_assist/data_query/508_Methods_Community_Statistics20220128.pdf
January 01, 2021 - County-level population estimates by sex and age were used for the per capita measures. … Last modified December 5, 2012. https://www.census.gov/programs-
surveys/geography/technical-documentation … /geography/technical-documentation/county-changes.html
https://www.census.gov/programs-surveys/geography … Standard population weights are computed using Claritas population counts. … Prevention Quality Indicators and Pediatric Quality Indicators
The PQIs and PDIs are a set of measures
-
hcup-us.ahrq.gov/db/nation/nis/NIS88-92Overview_122104.pdf
November 01, 2015 - A SAS program to fix the principal diagnosis on the NIS Core A file
and the complete diagnosis vector … Replace the initial command line in each program from
DATA LIST FILE "** file name**" FIXED /
To … -1997 NIS is a program (VLABEL) to label the
data elements. … This program contains errors and should not be used. … Tools
AHRQ Quality Indicators (QIs) are clinical performance measures for use with readily available
-
hcup-us.ahrq.gov/kidoverview.jsp
July 01, 2025 - Expected payment source
Total charges
Length of stay
Severity and prior to 2016, comorbidity measures … These trend weights were calculated in the same way as the weights for the 2000 and later years of the … (Trend analyses for 2000 and later data do not need the KID trends weights.) … KID documentation and tools, including programs for loading the ASCII file into SAS, SPSS, or Stata ( … Search
Agency for Healthcare Research and Quality
5600 Fishers Lane Rockville, MD
-
hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or26.jsp
August 01, 2014 - Procedure Classes for ICD-9-CM
Surgery Flags for ICD-9-CM
HCUP Supplemental Files
NIS-Trend Weights … Suggestions we have heard from Tribal members for the difficulty in moving the needle on this measure … will be generated allowing Tribes to better assess the health of their communities, plan public health programs … Our THRIVE program is a suicide prevention program focusing on training community members and building … Misclassification errors may follow a patient between data systems
Net result: morbidity and mortality measures
-
hcup-us.ahrq.gov/reports/statbriefs/sb211-Hospital-Variation-C-sections-2013.pdf
January 01, 2013 - Comparing variation in hospital rates of cesarean delivery among low-risk women using 3 different measures … • Other: includes Workers’ Compensation, TRICARE/CHAMPUS, CHAMPVA, Title V, and other
government programs … Hospital stays billed to the State Children’s Health Insurance Program (SCHIP) may be classified … as
Medicaid, Private Insurance, or Other, depending on the structure of the State program. … of health
services, medical practice patterns, access to health care programs, and outcomes of treatments