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  1. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b4_pdi_documentationcoding.pdf
    March 15, 2016 - treating providers, in compliance with coding guidelines (CDC, 2016; CMS, 2016), to establish the codes … additional codes when not needed, which may also lead to inflated PDI rates. … If documentation or codes are not specific enough, rates can be inflated. … Does the number of dx codes matter in predicting in-house mortality? … • Work with coders to explain how to use codes appropriately.
  2. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-0197-tables1-5.pdf
    June 02, 2025 - Tomography Scans for the Evaluation of Children with Atraumatic Seizure: Tables 1 - 5 Table 1 [=IMG1]: Codes … to Identify Neuroimaging in Administrative Claims Imaging Modality Code Type Codes Computerized … effect of intracranial injury without mention of skull fracture 907.0 Table 5 [=IMG12]: ICD-9-CM Codes
  3. www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/cahps-rr-webcast-011124-brown.pdf
    January 01, 2000 - Role of Technology In Promoting Survey Response • Promoting awareness of survey ► Web pages ► QR codes … ► Social media • New methods to contact patients ► Short message service (SMS) ► Email ► QR codes
  4. www.ahrq.gov/faqs/index.html
    July 10, 2025 - specific International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes … , Tenth Revision, Clinical Modification (ICD-10-CM/PCS) codes, Medicare Severity-Diagnosis Related Group … dataset with mixed coding; that is, the software itself does not accept both ICD-9-CM and ICD-10-CM/PCS codes … the dataset, such that the first three quarters of the data using ICD-9-CM diagnosis and procedure codes … are separated from the last quarter of the data using ICD-10-CM/PCS diagnosis and procedure codes.
  5. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b3b_combo_resultspresentation.pdf
    June 02, 2025 - meeting the inclusion and exclusion rules for the denominator, with any secondary ICD-10- CM diagnosis codes … for pressure ulcer and any secondary ICD- 10-CM diagnosis codes for pressure ulcer stage III or IV ( … Surgical and medical discharges are defined by specific DRG or MS-DRG codes. … Rates before the 4th quarter of 2014 are calculated using ICD-9-CM diagnosis codes; rates calculated
  6. www.ahrq.gov/research/findings/final-reports/iomracereport/reldata3tab3-5.html
    May 01, 2018 - categories 21 White categories 19 Black or African American categories 24 Asian categories/codes … categories 23 NHOPI categories 38 Hispanic or Latino categories Census Ancestry Codes
  7. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-136-section-2-tech-specs.pdf
    January 01, 2012 - Table 2 codes used to identify primary care visits for the numerators: … Other states may use their own generally used codes to specify clinical specialties that typically … Administrative data with billing and diagnosis codes, utilized to identify: i. … ED visit and/or hospitalization who had a visit with primary care doctor (See Table 2 for PCP visit codes … If County and State or FIPS code are not in the administrative data, the zip codes can be linked to
  8. www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/factsheets/fullreports/chipra-145-materials-xiii.pdf
    January 01, 2014 - 11% 37,485 22.52% 22,368 13.43% 77,961 46.83% 105,063 63.11% * Specific Psychiatric visits are E&M codes … , 09, 11, 12, 13, 14, 15, 20, 22, 33, 49, 50, 52, 53, 71, 72) ** Other Psychiatric visits are E&M codes … 6% 55,592 13.80% 26,090 6.48% 155,548 38.62% 198,507 49.29% * Specific Psychiatric visits are E&M codes … 09, 11, 12, 13, 14, 15, 20, 22, 33, 49, 50, 52, 53, 71, 72) ** Other Psychiatric visits are E&M codes
  9. www.ahrq.gov/research/findings/final-reports/ssi/ssiapc.html
    April 01, 2018 - Mapping ICD9 and CPT Codes Appendix E. Culture Type Map to Procedure Types Appendix F. … patient record data (UU, IHC, DH for example) DIAGNOSIS     Include ICD-9 CM discharge codes … A list of included codes is in table 2 of Stevenson et al. AJIC vol 36(3) 155-164. … SURG_DATE Date Date and time of surgery start OUTCOMES SURG_CODE Varchar(10) Surgery Codes
  10. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-195-fullreport.pdf
    December 17, 2019 - Using administrative claims, exclude individuals with ICD-9-CM codes associated with child abuse and … We used an extensive list of ICD-9-CM codes indicative of conditions in which neuroimaging … , and procedure codes, all of which are widely available. … ICD-9-CM/CPT codes. 3. Date and time of treatment. 4. Type of tests administered. 5. … Administrative data needed for this measure include date of birth, diagnosis codes, and procedure codes
  11. www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety-2/vol2/Advances-Layde_34.pdf
    March 14, 2008 - thus are subject to the well-known limitations of administrative discharge data.5 Because diagnosis codes … to identify N-codes or E-codes indicative of a medical injury. … across all hospital discharges, proportion of diagnostic codes that were nonspecific, and proportion … of diagnostic codes that were unspecified. … Priority indicator (applicable ICD-9 codes) Denominator 1.
  12. www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/cahps-cancer-care-yost.pdf
    June 13, 2017 - • Source of Billing Data • Professional and Outpatient Facility • CPT procedure codes • For outpatient … 2 outpatient encounters for cancer treatment in past 6 months. • Inpatient • ICD-10 PCS procedure codes … ©2017 MFMER | slide-40 Sampling Recommendations • ICD-10 codes have not been tested in the field
  13. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-240-section-7-tables-5-8.pdf
    June 02, 2025 - Median Household Income within ZIP Codes of Residence Description Mean SD Min 25th … ZIP Codes Categorized as Urban (Percent) Description Mean SD Min 25th Percentile Median 75th Percentile
  14. Cerner-Q-A-Session (pdf file)

    www.ahrq.gov/sites/default/files/wysiwyg/takeheart/training/cerner-q-a-session.pdf
    June 02, 2025 - Most questions concerned diagnostic codes, embedding automatic referral into order sets, getting buy-in … Q: How do we identify all of the eligible patients and know what the correct codes are? … • TAKEheart Module 5 implementation guide contains a full list of diagnostic codes. … • As a provider, it’s best to work off the ICD 10 codes. … We also consulted CR experts to confirm which diagnostic codes to include in the build.
  15. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-141-section-2-tech-specs.pdf
    December 01, 2012 - single claim may have multiple lines, and a single record/line contains 25 fields for icd-9 codes … Format for ICD-9 codes: This program assumes that incoming icd-9 codes (as the variable called … 'icdvar') are in xxx.xx character format with leading zeros for codes that do not have 3 digits … ICD-9 codes with or without decimals are thus accommodated. 2) Claims are sorted by person … Keep client ID, date of service, and diagnosis codes, and strip out the ICD-9 decimal.
  16. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-196-fullreport.pdf
    January 01, 2020 - Numerator Exclusions Exclusions based on ICD-9-CM codes captured in administrative claims data: • … A list of codes for imaging studies of the head (CT) are shown in Table 1 [=IMG1]. … Administrative data needed for this measure include date of birth, diagnosis codes, and procedure codes … The use of ICD-10-CM codes is now required. … , and procedure codes, all of which are widely available.
  17. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-230-fullreport.pdf
    July 01, 2019 - An SRS for medical chart abstraction (n=722; n=711 with valid zip codes). 3. … -11 percent of residents within zip codes reporting Hispanic ethnicity. 7.B. … An SRS for medical chart abstraction (n=722; n=711 with valid zip codes). 3. … Overall, the zip codes of the candidates for the parent survey and the zip codes for the SRS for medical … , and procedure codes, all of which are widely available.
  18. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-0232-fullreport.pdf
    February 01, 2020 - An SRS for medical chart abstraction (n=722; n=711 with valid ZIP codes). 3. … An SRS for medical chart abstraction (n=722; n=711 with valid ZIP codes). 3. … An SRS for medical chart abstraction (n=722; n=711 with valid ZIP codes). 3. … Overall, the ZIP codes of the candidates for the parent survey and the ZIP codes for the SRS for medical … , and procedure codes, all of which are widely available.
  19. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b5_pdi_assessingtrendscomparators.pdf
    March 20, 2016 - International Classification of Diseases, 10th Revision (ICD-10-CM) and Diagnosis-Related Group (DRG) codes … Therefore, the rate you calculate for one year (with the old codes) may differ from those in the following … year (with the new codes). … Any bias that might be created when the old codes are used to estimate the updated PDIs will depend … The simplest approach you can take is to choose one version of the codes and use it to calculate PDI
  20. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b5_combo_assessingtrendscomparators.pdf
    March 20, 2016 - International Classification of Diseases, 10th Revision (ICD-10-CM) and Diagnosis-Related Group (DRG) codes … Therefore, the rate you calculate for one year (with the old codes) may differ from those in the following … year (with the new codes). … Any bias that might be created when the old codes are used to estimate the updated QIs will depend on … The simplest approach you can take is to choose one version of the codes and use it to calculate QI

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