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1. Adverse Events Among In-Hospital Medicare Patients in 2021 and 2022 (pdf file)
   datatools.ahrq.gov/action-alliance/wp-content/uploads/sites/8/2025/09/qsrs-2021-2023-adverse-event-data-report.pdf
   January 01, 2025 - provides guidance such as likely data sources (e.g., progress notes, radiology reports) in the patient’s record … In 2021, 722 hospitals were selected for record abstraction. … Table 2 shows a total of 22,678 records from 2021; 26,291 records from 2022; and 26,681 records from … in Sample Number of Records Percentage of Records in Sample Number of Records Percentage … used in the QSRS and those that would not be discernible from review of the inpatient hospitalization record

2. NAA Data Tools – National Healthcare Safety Dashboard
   datatools.ahrq.gov/action-alliance/
   June 30, 2024 - Adverse events were identified using QSRS to abstract information from hospital records. … QSRS data are collected through retrospective abstraction of inpatient records. … Each month, a predetermined number of records are requested from selected hospitals. … method used in QSRS and those that would not be discernible from review of the inpatient hospitalization record … Septic Shock Methodology The SEP-1 measure is manually abstracted from the medical record

3. Data Use Agreement for HCUPnet – HCUPnet Data Tools
   datatools.ahrq.gov/hcupnet/hcupnet-dua/
   January 01, 2022 - I will not attempt to link this information with individually identifiable records from any other source … I will not attempt to link this information with individually identifiable records from any other source

4. HCUPnet Glossary – HCUPnet Data Tools
   datatools.ahrq.gov/hcupnet/glossary/
   October 01, 2015 - CPT procedure codes, the coding system that is predominant (i.e., available for the larger number of records … Each record can have multiple diagnoses and multiple procedures. … This prevents assignment of the standard MDC for records involving Hospital Acquired Conditions (HAC) … This prevents assignment of the standard MDC for records involving Hospital Acquired Conditions (HAC) … I will not attempt to link this information with individually identifiable records from any other source

5. HCUPnet Methodology – HCUPnet Data Tools
   datatools.ahrq.gov/hcupnet/methodology/
   January 01, 2023 - Table of Contents Types of hospitals/discharges included in HCUPnet Identifying records with ED … Identifying records with ED visits Identification of ED visits with admission to the same hospital … If the DRG indicates the information on the record is ungroupable (i.e., not identifiable as medical … The first source of differences lies in how maternal and neonatal records are defined. … I will not attempt to link this information with individually identifiable records from any other source

6. HCUP Fast Stats FAQ – HCUP Fast Stats Data Tools
   datatools.ahrq.gov/hcup-fast-stats/faq/
   December 01, 2020 - may observe a trend break for Iowa beginning with data year 2017 as the result of the inclusion of records … Prior to data year 2017, these records were not included in the Iowa State databases. … to the same hospital, but the HCUP State Emergency Department Databases (SEDD) do not include these records … discharges with an SMM indicator of disseminated intravascular coagulation (DIC) will be identified as SMM records … discharges with a blood transfusion code and no other SMM indicators will not be identified as SMM records

7. HCUPnet Data Tools – Healthcare Cost and Utilization Project (HCUPnet)
   datatools.ahrq.gov/hcupnet/
   January 01, 2022 - State Inpatient — All Stays  The SID are State-specific files that contain all inpatient care records … The SID includes inpatient discharge records from community hospitals in that State. … Inpatient — Diagnoses and Procedures  The SID are State-specific files that contain all inpatient care records … The SID includes inpatient discharge records from community hospitals in that State. … I will not attempt to link this information with individually identifiable records from any other source

8. HCUPnet FAQ – HCUPnet Data Tools
   datatools.ahrq.gov/hcupnet/faq/
   January 01, 2023 - categories include only minor procedures, which are often underreported on hospital administrative discharge records … expected to affect reimbursement for the inpatient stay and therefore is not coded on the discharge record … There may be a limit on the number of procedure codes that can be reported on the hospital discharge record … I will not attempt to link this information with individually identifiable records from any other source

9. NHQDR Data Tools – National Healthcare Quality and Disparities Reports (NHQDR)
   datatools.ahrq.gov/nhqdr/
   January 01, 2023 - of care are integrated into care delivery; integrating patient-generated data in electronic health records … of care are integrated into care delivery; integrating patient-generated data in electronic health records … of care are integrated into care delivery; integrating patient-generated data in electronic health records

10. What is HCUP – HCUPnet Data Tools
    datatools.ahrq.gov/hcupnet/what-is-hcup/
    January 01, 2022 - I will not attempt to link this information with individually identifiable records from any other source

11. NHQDR Data Spotlight and Infographics & Factsheets – NHQDR Data Tools
    datatools.ahrq.gov/nhqdr/nhqdr-data-spotlight-and-infographics-factsheets/
    January 01, 2022 - Pneumonia Clinical Decision Support Implementation Toolkit Create Accurate Reports from Electronic Health Records

12. HCUPnet What’s New – HCUPnet Data Tools
    datatools.ahrq.gov/hcupnet/whats-new/
    October 30, 2020 - I will not attempt to link this information with individually identifiable records from any other source

13. NHQDR Glossary – NHQDR Data Tools
    datatools.ahrq.gov/nhqdr/glossary/
    January 01, 2022 - of care are integrated into care delivery; integrating patient-generated data in electronic health records

14. Fsnationaltrendsinpatientstays-Dy22Deliverable-27Jan2025-1 (xls file)
    datatools.ahrq.gov/hcup-fast-stats/wp-content/uploads/sites/3/2025/01/FSNationalTrendsInpatientStays-dy22Deliverable-27Jan2025-1.xlsx
    January 01, 2025 - Costs are not imputed if total charges are not reported on the discharge record. … MDC was assigned without using "present on admission" information on the record because not all HCUP … MDC was assigned without using "present on admission" information on the record because not all HCUP … MDCs were assigned without using "present on admission" information on the record because not all HCUP … If the DRG indicates the information on the record is ungroupable (i.e., not identifiable as medical

15. Downloadtable Nas 12-10-2024 (xls file)
    datatools.ahrq.gov/hcup-fast-stats/wp-content/uploads/sites/3/2025/03/DownloadTable_NAS_12-10-2024.xls
    January 01, 2025 - Users may observe discontinuity in trends between NAS records defined by ICD-9-CM coding (ending in 2015 … codes: ICD-10-CM Codes Starting October 1, 2015 To identify NAS syndrome under ICD-10-CM, the birth record … type of delivery ICD-9-CM Codes Prior to October 1, 2015 To identify NAS under ICD-9-CM, the birth record … an undercount because of sporadic reporting of the normal newborn births with the mother’s delivery record … Costs are not imputed if total charges are not reported on the discharge record.

16. Downloadtable Nas 2025-07-14 (xls file)
    datatools.ahrq.gov/hcup-fast-stats/wp-content/uploads/sites/3/2025/09/DownloadTable_NAS_2025-07-14.xlsx
    January 01, 2025 - Newborn hospitalizations involving neonatal abstinence syndrome (NAS) require that the discharge record … codes: ICD-10-CM Codes Starting October 1, 2015 To identify NAS syndrome under ICD-10-CM, the birth record … type of delivery ICD-9-CM Codes Prior to October 1, 2015 To identify NAS under ICD-9-CM, the birth record … an undercount because of sporadic reporting of the normal newborn births with the mother’s delivery record … Costs are not imputed if total charges are not reported on the discharge record.

17. Technical Notes and Survey Documentation – MEPS-IC Data Tools
    datatools.ahrq.gov/meps-ic/technical-notes-and-survey-documentation/
    January 01, 2020 - For some of these collections, survey staff abstract data directly from company records and plan brochures

18. MEPS-IC Glossary of Health Insurance Terms – MEPS-IC Data Tools
    datatools.ahrq.gov/meps-ic/glossary-health-insurance-terms/
    January 01, 2019 - Because the frame is based in part on confidential IRS tax records, the average payroll value cutoff