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digital.ahrq.gov/sites/default/files/docs/publication/uc1hs016155-connelly-final-report-2009.pdf
January 01, 2009 - Two of the health systems also
used the same EMR for inpatients whereas the other ED used a different … commercial EMR to
document inpatient and emergency care. … and ECGs) and medications
ordered, diagnosis codes, and if hospitalized, hospital admission time, discharge … time and
discharge status. … As surrogates for quality of care, we used the hospitalization rate, inpatient LOS, and inpatient
mortality
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hcup-us.ahrq.gov/reports/methods/2010_02.pdf
January 01, 2010 - inpatient care database in the
United States, containing data on nearly eight million hospital stays … • The Kids' Inpatient Database (KID) – the only all-payer inpatient care database for children
in … elements for the patient admission route and discharge disposition
underestimates the actual number … Another issue to consider is the time dimension of the two measures – a point in
time for a HCUP discharge … For estimates based on the HCUP nationwide databases – Nationwide Inpatient
Sample (NIS), Kids’ Inpatient
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psnet.ahrq.gov/issue/high-risk-medications-hospitalized-elderly-adults-are-we-making-it-easy-do-wrong-thing
May 18, 2022 - medication combination with opioids among older dental patients: a retrospective review of insurance claims data … May 22, 2019
Electronic surveillance and pharmacist intervention for vulnerable older inpatients … Adverse drug reactions and therapeutic errors in older adults: a hazard factor analysis of poison center data
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www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-143-fullreport.pdf
April 01, 2018 - Patients < 18 years of age at discharge.
2. … We compiled a draft set of triggers relevant to
pediatric inpatients through a comprehensive literature … Medical errors in U.S. pediatric inpatients with chronic conditions. … Medication errors and adverse drug events in pediatric
inpatients. … Measuring adverse events and levels of harm in
pediatric inpatients with the Global Trigger Tool.
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psnet.ahrq.gov/issue/epidemiology-prescribing-errors-potential-impact-computerized-prescriber-order-entry
May 04, 2010 - January 12, 2022
Developing indicators of inpatient adverse drug events through nonlinear … analysis using administrative data.
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psnet.ahrq.gov/issue/statewide-identification-adverse-events-using-retrospective-nurse-review-methods-and-outcomes
November 21, 2021 - with Medicaid or private Insurance, 2017
June 10, 2020
A checklist to identify inpatient … 2011
Pediatric medication errors in the postanesthesia care unit: analysis of MEDMARX data
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digital.ahrq.gov/sites/default/files/docs/publication/uc1hs016160-sakuda-final-report-2009.pdf
January 01, 2009 - • ED discharge or to know which CHC a patient belongs. … If an inpatient, how long they were
admitted. … • I would like to see if I could get access to pull out/print patient medical
records like inpatient … Consistent comments that one TC’s providers better discharge data than other
hospitals. … • Generally better discharge information from TC.
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hcup-us.ahrq.gov/db/vars/mdnum2_r/nisnote.jsp
September 02, 2008 - Reports & Publications
Data Visualizations
Data Query Tools
Home
About … HCUP Supplemental Files
NIS-Trend Weights Files
NIS Hospital Ownership Files
NIS 1993-2002 Discharge-Level … Caution should be used when tracking physicians back to 1999 inpatient data. … The encrypted values supplied by the data source in the 1999 inpatient data contained slightly different … coding than the values supplied beginning in the 2000 inpatient and ambulatory surgery data.
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hcup-us.ahrq.gov/db/vars/mdnum1_r/nisnote.jsp
September 01, 2008 - Reports & Publications
Data Visualizations
Data Query Tools
Home
About … HCUP Supplemental Files
NIS-Trend Weights Files
NIS Hospital Ownership Files
NIS 1993-2002 Discharge-Level … Caution should be used when tracking physicians back to 1999 inpatient data. … The encrypted values supplied by the data source in the 1999 inpatient data contained slightly different … coding than the values supplied beginning in the 2000 inpatient and ambulatory surgery data.
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www.ahrq.gov/research/findings/final-reports/ssi/ssiref.html
April 01, 2018 - Enhanced identification of postoperative infections among inpatients. Emerg Infect Dis. … Linkage of microbiology reports and hospital discharge diagnoses for surveillance of surgical site infections … Methods for identifying surgical wound infection after discharge from hospital: a systematic review. … Electronic surveillance of antibiotic exposure and coded discharge diagnoses as indicators of postoperative … Are missing outcome data adequately handled?
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www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/factsheets/chipra_1416-p006-1-ef.pdf
March 01, 2016 - Collaboration for Advancing Pediatric Quality Measures (CAPQuaM)
Numerator Denominator Exclusions Data … better chances of survival.1,2 Lower than desirable temperatures are associated with deaths before discharge … Our data from three hospitals in New York City show that every degree below 37 Celsius adds
meaningful … Program (PQMP)
2
Advantages of the Measure
● This measure addresses a key safety and quality gap in inpatient … ● This measure is highly feasible and based upon data that are readily available and easy to abstract
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety-2/vol3/Advances-Woods_78.pdf
July 23, 2008 - Classification of all data into the developed categories. … relevant discharge information for the patient’s discharge.” … Policy for the
determination
of the inpatient
admitting
service
“There is the issue of which … respect were also considered to be of assistance.
15
Gaps in Knowledge and Experience
Most inpatient … Joint Commission: Sentinel event root cause and trend
data.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety-2/vol2/Advances-Ehringer_17.pdf
February 08, 2008 - • Increased utilization of continued outpatient services post-discharge via appropriate
reminders … • Simplified data abstraction via indicators for Joint Commission Core Measures and National
Patient … Administer Pneumovax® 0.5 mL IM into deltoid as
appropriate prior to discharge. … Clearly indicating inpatient, outpatient, or observation status
can affect reimbursement. … When feasible, include orders
such as:
• Admit as inpatient to ______ floor.
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hcup-us.ahrq.gov/db/nation/nis/APS-DRGs%20V23%20Definitions%20Manual.pdf
August 01, 2006 - Only the standard discharge data elements that hospitals already
collect are needed. … The APS-DRGs® achieved a 48% reduction in variance
using the same data. … Check that the patient’s discharge status is a valid inpatient UB-92 code. … Is discharge status in the range 01 - 08, 20, 30, 43, 50, 51, 61 - 65? … Did the patient expire (i.e., discharge status equal to 20)?
If no, go to Step 7.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/edenvironmentalscan/edenvironmentalscan.pdf
December 01, 2014 - was published literature found
through PubMed, which includes quantitative and evidence-based trial data … We note
that the inpatient setting affords much more time and greater resources than are usually available … Generally speaking, we have tried to balance getting the critical information with the burden of
data … This is NOT a formal data abstraction as per a systematic review. Focus on the
big picture. … Outcome Metrics
Ongoing Studies
Summary
References
Appendix A: Search Terms
Appendix B: Data
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hcup-us.ahrq.gov/toolssoftware/chronic/chronic.jsp
July 01, 2025 - Reports & Publications
Data Visualizations
Data Query Tools
Home
About … HCUP Supplemental Files
NIS-Trend Weights Files
NIS Hospital Ownership Files
NIS 1993-2002 Discharge-Level … Reports Archive
DATA VISUALIZATIONS
DATA QUERY TOOLS … Hwang’s method was enhanced for the inpatient data in this study because a large number of conditions … Calculating NCHRONIC: Users who wish to determine the number of chronic conditions on a discharge will
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psnet.ahrq.gov/web-mm/right-place-right-drug-wrong-strength
March 26, 2015 - , and systems that utilize barcoding technology.( 2 ) This rise in ADC utilization is driven by the data … Medication errors and adverse drug events in pediatric inpatients. JAMA. 2001;285:2114-2120. … March 15, 2023
Clinical impact of medication review and deprescribing in older inpatients … June 2, 2021
Drug-drug interactions and prescription appropriateness at hospital discharge … between double-checking and medication administration errors: a direct observational study of paediatric inpatients
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/f1_pdi_returnoninvestment.docx
January 01, 2013 - ; Rivard, et al., using Veterans Affairs data; and Foster using MedPAR data). … While charges appear on hospital discharge data, costs should be calculated for the ROI analysis. … In comparison, gross costing uses mathematical models to determine the mean cost of a day of inpatient … decreased length of stay; streamlined workflow; improved information access for patients at time of discharge … to estimate the changes in quality and utilization of hospital inpatient care.
-
www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/f1_combo_returnoninvestment.docx
January 01, 2013 - ; Rivard, et al., using Veterans Affairs data; and Foster using MedPAR data). … While charges appear on hospital discharge data, costs should be calculated for the ROI analysis. … In comparison, gross costing uses mathematical models to determine the mean cost of a day of inpatient … decreased length of stay; streamlined workflow; improved information access for patients at time of discharge … to estimate the changes in quality and utilization of hospital inpatient care.
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www.ahrq.gov/sites/default/files/2024-09/hanchate-report.pdf
January 01, 2024 - Data Sources: The 1998 and 1999 Medicare Inpatient and Denominator files for
Medicare Fee for Service … Data Collection: The data were collected by the Centers for Medicare and Medicaid
Services (CMS). … METHODS
Data
We use an analytic data set of patient-level CABG surgery mortality outcomes and
covariates … Briefly, using 100 percent of acute care
hospitalization discharge data for Medicare fee-for-service … Operative mortality for a patient is defined as death within 30 days of the
procedure or before hospital discharge