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patientregistry.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Codebook.pdf
December 01, 2023 - Data elements are categorized into four categories: person data elements, claim data elements
(inpatient … This data element is available in all inpatient and outpatient files except Medicaid inpatient. … DSCHRG_
STUS
Discharge
status
0 Unknown value (but present in data).
1 Discharged to home/self-care … (routine discharge).
2 Discharged/transferred to other short-term general hospital for inpatient care … This data element is available in all inpatient and outpatient files except Medicaid outpatient.
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patientregistry.ahrq.gov/data/hcup/index.html
December 01, 2022 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … information including all-listed diagnoses and procedures, discharge status, patient demographics, and … Kids' Inpatient Database (KID)
The Kids' Inpatient Database (KID) is composed of hospital inpatient … containing the universe of the inpatient discharge abstracts from participating States, translated into … Databases (SEDD)
The State Emergency Department Databases (SEDD) are a set of databases that capture discharge
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patientregistry.ahrq.gov/data/resources/index.html?page=4
National (Nationwide) Inpatient Sample (NIS) The National (Nationwide) Inpatient Sample (NIS) is the … largest all-payer inpatient care database in the United States, containing data on more than seven million … The SEDD capture discharge information on all emergency department visits that do not result in an admission … State Inpatient Databases (SID) The State Inpatient Databases (SID) are State-specific files that contain … all inpatient care records in participating states.
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/quality-resources/tools/cap-toolkit/ed-workflowdiagrams.pdf
January 01, 2018 - Inpatient treatment
warranted? Based on
clinical assessment + results
of chest x-ray. … Flagged in EHR as
ready for discharge.
Wrap up activities.
Patient leaves. … Inpatient treatment
warranted? Based on
clinical assessment + results
of chest x-ray. … Flagged in EHR as
ready for discharge.
Wrap up activities.
Patient leaves. … Flagged in EHR as
ready for discharge.
Wrap up activities.
Patient leaves.
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patientregistry.ahrq.gov/data/hcup/hospital-trends-covid-19.html
December 01, 2022 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … Go to Healthcare Cost and Utilization Project (HCUP)
HCUP Visualization of Inpatient … Trends are reported by the month of discharge from the hospital beginning with January 2018 except for … Tables that present monthly information on hospital utilization based on the 2018–2021 HCUP State Inpatient … Databases (SID) and 2021–2022 quarterly inpatient data, if available.
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Sampling-Weighting-Synthetization-Methodologies.pdf
December 01, 2023 - Discharge status is a fully synthesized data element. … discharge status from the set of
possible discharge statuses was selected. … About 3.4% of claims in the Medicaid Inpatient source
file were missing discharge status, so discharge … Finally, the commercial data files did not include any discharge statuses indicating the
person expired … All missing discharge statuses in the
commercial data files were first recoded to “00” (unknown value
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patientregistry.ahrq.gov/talkingquality/measures/setting/hospitals/databases.html
January 01, 2023 - Many hospital quality measures are created using hospital administrative discharge data. … Discharge status.
Length of stay.
Charges. … HCUP databases, which contain data elements from inpatient and outpatient discharge records, bring together … & Medicaid Services (CMS), contains records on all Medicare beneficiaries who use hospital inpatient … inpatient hospitals and skilled nursing facilities, which are identified in the database.
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/pfp/natlhacratereport-rebaselining2014-2016_0.pdf
January 01, 2016 - hospital
inpatient population. … percentages were based on data from
2012-2013 from the AHRQ National Inpatient Sample. … discharge data are not yet available. … Hospital
discharge data are from the Healthcare Cost and Utilization Project (HCUP), and the exact numbers … These data are based on the report Estimating the Additional Hospital Inpatient Cost and Mortality
Associated
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/pfp/hacreport-2019.pdf
January 01, 2019 - As before, the new
method uses HCUP data on the annual number of hospital inpatient discharges as the … percentages were based on data from
2014 from the AHRQ National Inpatient Sample. … discharge data are not yet available. … Hospital discharge data are from HCUP, and the exact numbers are based on a special analysis
performed … Inpatient Cost and
Mortality Associated With Selected Hospital-Acquired Conditions.24 These data update
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patientregistry.ahrq.gov/hai/pfp/methods.html
December 01, 2017 - number of hospital inpatient discharges as the denominator for the rate calculation. … following variables:
The rate of 21 MPSMS adverse events in the MPSMS sample provided by the CMS Inpatient … second, they are an estimate for four specific subpopulations of hospital patients rather than all inpatients … PFP national HAC rate is the total HAC count in (2) above divided by the number of annual hospital inpatient … national counts based on 32,750,000 discharges, which was the total number of discharges in 2010 for inpatients
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/pfp/Updated-hacreportFInal2017data.pdf
July 01, 2020 - As before, the new
method uses HCUP data on the annual number of hospital inpatient discharges as the … hospital
inpatient population. … percentages were based on data from
2014 from the AHRQ National Inpatient Sample. … Hospital discharge data are from
HCUP, and the exact numbers are based on a special analysis performed … Inpatient Cost and
Mortality Associated With Selected Hospital-Acquired Conditions.24 These data update
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/a1c_combo_pdifactsheet.pdf
October 01, 2015 - developed by the Agency for Healthcare Research and Quality (AHRQ) that
can be used with hospital inpatient … discharge data to provide a perspective on the quality of
pediatric healthcare and the health of the … Some of the PDIs are calculated using present-on-admission (POA) codes in the hospital discharge
data … It is
now assumed that all data include valid POA information. … This transition affected diagnosis and inpatient procedure coding across the United States.
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patientregistry.ahrq.gov/data/qualityindicators/index.html
November 01, 2020 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … & Analytics
Data Infographics
Data Visualizations
Data Tools
Data Innovations … Although these indicators are based on hospital inpatient data, they provide insight into the health … The PQIs use administrative data found in a typical hospital discharge abstract to flag potential healthcare … The IQIs provide a perspective on quality of care inside hospitals, including inpatient mortality for
-
patientregistry.ahrq.gov/news/newsroom/case-studies/cquips1002.html
October 01, 2014 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … Impact Case Studies
Society of Hospital Medicine Uses Two AHRQ Products in Hospital Discharge … Events
Society of Hospital Medicine Uses Two AHRQ Products in Hospital Discharge … readmission rates by providing clinicians with proven resources and expert mentoring to improve the discharge … transition process, enhance patient and family education, and improve the flow of information among inpatient
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/pfp/2014FinalHACreport4Web-13Dec2016.pdf
December 01, 2016 - to 12.1% of patients experiencing HACs because some
patients experience more than one HAC during an inpatient … by fewer than 100 patients among 1,000
discharges (10 percent of inpatients).
4 Online at: http:// … HACs and the estimated rates shown in Exhibit A3 as to the additional
cost per HAC and the additional inpatient … Reductions of HACs in 2014
vs. 2010, and Baseline
Projections Made in 2011 on
the Additional Inpatient … vs.
2010
Baseline)
Estimated
PfP
Additional
Cost* per
HAC
Estimated
PfP
Additional
Inpatient
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patientregistry.ahrq.gov/news/newsletters/e-newsletter/811.html
April 01, 2022 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … April 19, 2022
AHRQ Stats: Substance Use Disorder Inpatient Stay Hot Spots
During 2016 through 2018 … , inpatient stays for alcohol-related disorders were concentrated in the Midwest, parts of Appalachia … Source: AHRQ, Healthcare Cost and Utilization Project Statistical Brief #289, Geographic Variation in Inpatient … The more stewardship strategies a hospital used, the lower its antibiotic overuse at discharge.
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patientregistry.ahrq.gov/cahps/surveys-guidance/hospital/index.html
November 01, 2023 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … The Adult Hospital Survey is a standardized questionnaire for people 18 and older who have been inpatients … Survey is a standardized questionnaire for parents/guardians of children 17 and younger who have been inpatients … with their child's inpatient stay. … Improving Hospital Inpatient Nursing Care (PDF, 604 KB])
The Re-engineered Discharge (RED) Toolkit
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patientregistry.ahrq.gov/talkingquality/measures/setting/hospitals/measurement-sets.html
February 01, 2023 - Data Infographics
Data Visualizations
Data Tools
Data Innovations
All-Payer Claims Database … Hospital Inpatient Quality Reporting Program Measures.
AHRQ Quality Indicators.
ORYX®. … Data Source: The data for these measures is reported by individual hospitals to CMS. … Data Source: The AHRQ Qis use inpatient administrative data that is available from individual hospitals … Discharge information and patients' understanding of care when leaving the hospital.
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/a2_combo_boardpresentation.pdf
October 01, 2015 - • AHRQ QIs are measured using hospital administrative
data. … • Inpatient Quality Indicators (IQIs) reflect quality of care
inside hospitals, including inpatient … • The IQIs are measured using hospital administrative data. … What are the Inpatient Quality Indicators
(IQIs)? … Run AHRQ QI report with most recent
quarter’s data.
2.
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patientregistry.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Introduction-2023Dec.pdf
December 01, 2023 - • Inpatient and outpatient files: These files contain institutional claims (i.e., inpatient
hospitalizations … The unit of observation in the inpatient files is an
inpatient stay record and in the outpatient files … SyH-DR 4 Introduction
• From inpatient hospitals (including hospital inpatient and religious non-medical … • SyH-DR has no mortality data for people insured by commercial plans.
• Mortality data via discharge … No
Discharge Status Dschrg_Stus Claims No Full Yes, certain codes
aggregated into ‘other’
ICD Procedure