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  1. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/sas-code.pdf
    October 31, 2018 - Claims will be filtered by time, diagnosis code, and age at service but can be pre-filtered to cut … Table: All (unfiltered) medical claims for at least the patients in the measure cohort. … These claims are in wide form and have 1 record per claim. … The Process: 1) 'Claims' dataset: claims are read in. 2) The program identifies whether … with that body system indicated (sum across claims). */ *indicator y/n; *sum across claims; if
  2. www.ahrq.gov/sites/default/files/wysiwyg/data/AHRQ-Physician-and-Physician-Practice-Research-Database-3P-RD-FINAL.pdf
    February 08, 2023 - Databases (APCD and other claims sources) ► State Medical Boards (SMB) • Nine (9) other data sources … 13 3P-RD States ► Name, date, and full address clean-up • Develop Physician characteristics from claims … NPI-Servicing Zip Code ► Not all APCD had TIN • Develop Physician Practice characteristics from claims … Variables • All variables standardized across all states regardless of claims data source • All … per month (total and by payor) • Patients per month (total and by payor) • Claims per patient per
  3. www.ahrq.gov/data/apcd/envscan/app-a.html
    June 01, 2017 - All-Payer Claims Databases Measurement of Care: Systematic Review and Environmental Scan of Current Practices … Literature Search Methodology Previous Page Next Page Table of Contents All-Payer Claims … The search included articles since January 2008, when the first all-payer claims databases (APCDs) were … data” OR “claims data.” … data (e.g., survey data or clinical data not available in the claims database).
  4. www.ahrq.gov/data/ushik.html
    July 01, 2022 - artifacts for Centers for Medicare & Medicaid Services (CMS) Quality Reporting Programs, State all-payer claims … The All-Payer Claims Databases portal contained APCD File Submission Specifications from 14 states. … APCDs are large-scale databases that systematically collect healthcare claims data from a variety of … , pharmacy claims, eligibility files, provider (physician and facility) files, and dental claims from … leveraging data from within the insurance claims and reimbursement system.
  5. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/input-file-specifications.xlsx
    January 01, 2014 - Medical Claims Reference Name Concept Description Variable Type Note claim_header_id Claim level … unique identifier text or numeric Can be derived, just need a way to uniquely identify claims. … unique identifier text or numeric Can be derived, just need a way to uniquely identify claims. … Note: Comorbidity source table is in wide form, unlike the medical claims source table DX2 The ICD9 … End of Table Pharmacy Claims Pharmacy Claims Reference Name Concept Description Required Variable
  6. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-0197-tables13-14.pdf
    October 17, 2019 - Min 25th Percentile Median 75th Percentile Max Subset following claims … $66,899 $29,432 $24,260 $44,612 59,082 $82,679 $191,200 Subset following claims … ZIP code or missing census data, yielding n=546 (98.0%). **** Among the subset of children following claims … code or missing census data, yielding n=426 (98.2%). ***** Among the subset of children following claims … 94.1 100 100 Subset who had an MRI (n=546)*** 77.6 33.2 0 68.5 95.4 100 100 Subset following claims
  7. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-0197-tables11-12.pdf
    October 17, 2019 - 546)*** 0.4 (0.4) 5.6 (8.6) 8.0 (11.8) 0.1 (0.2) 79.7 (16.8) 2.6 (1.5) 3.7 (6.1) Subset following claims … (8.2) 8.1 (12.3) 0.1 (0.5) 79.3 (16.9) 2.7 (2.1) 4.1 (6.2) Subset following claims … missing or unmatched ZIP code, yielding n=546 (98.0%). **** Among the subset of children following claims … missing or unmatched ZIP code, yielding n=426 (98.2%). ***** Among the subset of children following claims … CT exclusions (n=426)**** 10.8 (14.9) Subset following claims MRI exclusions (n=489)***** 9.6 (13.4
  8. www.ahrq.gov/patient-safety/reports/candor-demo-program/plan-grants/appa.html
    August 01, 2022 - First, an actuarial review of claims concluded that the use of an ACEx2 system might stabilize claims … inflation and reduce costs through an accelerated claims process. … The RMCM was modeled after the University of Michigan Claims Management Model. … During this time period, 41 claims had sufficient data for analysis. … Claims were categorized by six unique claim types that ranged from grievances to formal claims against
  9. www.ahrq.gov/sites/default/files/wysiwyg/data/3P-RD-Feasibility-Report.pdf
    February 01, 2024 - Claims files derived from CMS sources as well as state all-payer claims database (APCD) data, where … We then identified APCD or CMS claims (claims) data elements as sources to enhance the core 3P-RD data … files, although access to claims data can be challenging. … Claims data (APCD data And additional claims data [e.g., Medicare FFS, T-MSIS]) • Claims data … information and claims information to be more closely aligned
  10. www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/factsheets/chipra-1416-p007-2-ef.pdf
    November 01, 2015 - Claims data. … Claims data. … (MAX) administrative claims data from six States with a moderate to high prevalence of SCD … ● This measure was also tested using administrative claims acquired directly from the respective … Caveats These measures are based on administrative claims; incomplete reporting of claims or SCD diagnosis
  11. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/availability/chipra-235-section-6-table-5.pdf
    January 01, 2013 - code was added/updated after Analyst 1 data extraction 1 Data update: Specialty-related visit claims … code was added/updated after Analyst 1 data extraction 2 Data update: Specialty-related visit claims … code was added/updated after Analyst 1 data extraction 2 Data update: Specialty-related visit claims … code was added/updated after Analyst 1 data extraction 1 Data update: Specialty-related visit claims … taxonomy record was added after Analyst 1 data extraction 1 Data update: Specialty-related visit claims
  12. www.ahrq.gov/data/apcd/backgroundrpt/conclusion.html
    April 01, 2017 - Inventory and Prioritization of Measures To Support the Growing Effort in Transparency Using All-Payer Claims … Inventory and Prioritization of Measures To Support the Growing Effort in Transparency Using All-Payer Claims … Databases Introduction Reviewing the Landscape of All-Payer Claims Databases Measure Inventory … Data Evaluation of All-Payer Claims Databases Discussion Conclusion and Future Directions References … This will require building a dataset by removing potential duplicates or claims that have been replaced
  13. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-141-section-2-tech-specs.pdf
    December 01, 2012 - Algorithm to identify children with complex and non-complex chronic conditions using Medicaid claims … file that includes all claims (inpatient, outpatient, managed care encounter data) and has at … The Process: 1) 'Claims' dataset: claims are read in and the decimals are stripped from the … ICD-9 codes with or without decimals are thus accommodated. 2) Claims are sorted by person … <---- 1) SET LOCATION OF CLAIMS DATA TO BE USED; %let icdnum=25;
  14. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/duration/chipra-153-section-8a.pdf
    January 01, 2011 - Some states do not report enrollment data, and none reports claims for their state funded (S-CHIP) … Additionally, while some states usually provide managed care claims, others do not (Byrd and Verdier … Testing managed care claims data quality in each state Managed care claims data is sometimes absent … States highlighted in Gray did not meet criteria to be utilized for studying appendectomy claims. … All claims data in these states is reported via FFS or PCCM, wherein claims are billed as FFS.
  15. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-0197-tables7-10.pdf
    January 01, 2006 - days after the date of evaluation for atraumatic seizure, was calculated using 5 consecutive years of claims … data drawn from Medicaid Analytic eXtract (MAX) administrative claims data provided by the Centers … range) 0.98 (0.81-0.99) Table 9: Contingency Table for Presence of Exclusions in Administrative Claims … Measurement Year Exclusion Documented in Charts Present Absent Total Exclusion present based on claims … 97 Total 13 91 104 Table 10: Contingency Table for Presence of Exclusions in Administrative Claims
  16. Tables 7-10 (pdf file)

    www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-196-section-6.pdf
    January 01, 2006 - after the date of evaluation for atraumatic headache, was calculated using 5 consecutive years of claims … data drawn from Medicaid Analytic eXtract (MAX) administrative claims data provided by the Centers … range) 0.99 (0.90-1.00) Table 9: Contingency Table for Presence of Exclusions in Administrative Claims … Measurement Year Exclusion Documented in Charts Present Absent Total Exclusion present based on claims … 62 Total 18 48 66 Table 10: Contingency Table for Presence of Exclusions in Administrative Claims
  17. www.ahrq.gov/patient-safety/reports/candor-demo-program/plan-grants/findings.html
    August 01, 2022 - Of the 230 claims examined, 13 (5.7%) were determined to involve a potential transition of care event … was instituted in 2008 based on the successful University of Michigan Claims Management Model. … In the first part of the study, researchers surveyed patients and medical staff involved in 41 claims … In the second part of the study, researchers compared the same 41 claims closed under the new system … and (2) a safe harbor rule could have altered the course or outcome of medical liability claims; and
  18. www.ahrq.gov/patient-safety/settings/hospital/candor/demo-program/grants/appa.html
    August 01, 2022 - Malpractice claims. … claims, 59 settlements), 2006–2007 (142 claims, 24 settlements), 2009–2010 (100 claims, 17 settlements … Claims. … Claims. … Findings Claims.
  19. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-0138-section-6a.pdf
    December 01, 2013 - tested using a sample drawn from 5 consecutive years of Medicaid Analytic eXtract (MAX) administrative claims … tested using a sample drawn from 5 consecutive years of Medicaid Analytic eXtract (MAX) administrative claims …                                                       Figure 3: Michigan Medicaid Claims … CHAMPS) compared with a corresponding sample drawn from Medicaid Analytic eXtract (MAX) administrative claims … Figure 4: Michigan Medicaid Claims Results Compared with MAX data for 350‐Day Rate 0% 5% 10%
  20. www.ahrq.gov/data/apcd/backgroundrpt/discuss.html
    April 01, 2017 - Inventory and Prioritization of Measures To Support the Growing Effort in Transparency Using All-Payer Claims … Inventory and Prioritization of Measures To Support the Growing Effort in Transparency Using All-Payer Claims … Databases Introduction Reviewing the Landscape of All-Payer Claims Databases Measure Inventory … Data Evaluation of All-Payer Claims Databases Discussion Conclusion and Future Directions References … Although claims data have been tagged a source of health care price transparency, when cost data are

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