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  1. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi25.pdf
    October 01, 2011 - Objective To receive lab data for 32 requested lab tests from 19 participating hospitals in the State … criteria (Ex: 32 requested lab tests, the lab result’s observation date was within the patient stay … their lab data via SFTP. … When sending, LAB will use their LAB Information System identifier. … LAB will use “xxauniquevalue.”
  2. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi31.jsp
    September 01, 2014 - Can see that line levels out in terms of additional value beyond lab P O A. … of HHIC lab data. … Component 1, Hospital and lab engagement. Component 2, Quality review and standardization. … the CLH lab databases. … Data from 2 hospitals going into the DSL lab database and from 17 hospitals data going into the CLH lab
  3. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi31.pdf
    March 23, 2010 - ADMISSION LABS Category Lab Tests Chemistry Albumin Creatinine Sodium Alkaline phosphatase Glucose … Hospital/Lab Engagement 2. Quality Review/Standardization 3. Linking 4. … – Too Much • ALL lab data received vs. 32 requested labs – Too Little • Limited or Missing Key … Observation Date SSN LINKING LAB DATA TO HOSPITAL RECORDS • Preliminary Linking – Based … Records 30,668,969 Total Lab tests received CY2008-2011 9,450,293 Excluded Not one of the
  4. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi26.pdf
    September 27, 2012 - .…….9 APPENDIX A: SUMMARY OF 32 REQUESTED LAB TESTS……………………………..………..10 APPENDIX B: DATA TRANSMISSION … Although the laboratories had the capability to transmit the LOINC code within the lab message, the … A complete listing of lab reporting format by facility is found in Appendix B. B. … Discharge Dates Discharge dates from the lab results were incomplete across all facilities. … Tests Lab Test Lab Test Name LOINC Units LOINC SHORTNAME C h e m is tr y Albumin
  5. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi26.jsp
    August 01, 2014 - SIGNATURES APPENDIX A: SUMMARY OF 32 REQUESTED LAB TESTS APPENDIX B: DATA TRANSMISSION FORMAT, … A complete listing of lab reporting format by facility is found in Appendix B. … Discharge Dates Discharge dates from the lab results were incomplete across all facilities. … Understandably, 'live' or current lab data transmissions also did not include the discharge date. … Tests   Lab Test Lab Test Name LOINC Units LOINC SHORTNAME Chemistry Albumin
  6. hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixG9_SurveyResultsCapabilities.jsp
    October 09, 2010 - Lab system In question 11, we asked for the name of their lab system vendors for chemistry, hematology … In question 12 we asked for availability of electronic lab data. … In question 19, we asked if point-of-care (bedside) lab tests are available through lab system. … In question 24, we asked what their preference was for lab data submission. … to merge lab data with their administrative data PRIOR to sending to MHA.
  7. hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixK_1LabCodingToolInstructions.pdf
    July 07, 2008 - required lab tests have already been compiled for hospitals on the attached worksheet. … Letters and numbers that follow the numbers are variants of the same lab test (see below). … What if multiple analytic methods are used for same lab test? … What if multiple LOINC codes exist for the same lab test (variants)? … What if our hospital has lab tests not described by LOINC codes?
  8. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn14.pdf
    November 04, 2014 - for hospitals to transmit information about their laboratory testing and information systems (i.e., lab … LOINC consists of a large collection of codes and specifications (about 31,000 terms related to lab … Because data from only a small number of lab tests are required for this project, a list of relevant … What if multiple analytic methods are used for the same lab test? … What if multiple LOINC codes exist for variants of the same lab test?
  9. hcup-us.ahrq.gov/datainnovations/clinicaldata/FL17LOINCAdvicetoothers.pdf
    January 01, 2007 - Content to Map There are two current theories of capturing the lab workload to be mapped. … Originally, each lab was encouraged to identify all chartable lab assays to include in an extract from … As a mechanism to deal with the 1,000 to 5,000 estimated rows of lab codes, Vreeman’s paper offers a … The rationale involves mapping the highest occurring volume of lab assays. … a lab result and might impact the granularity of the mapping.
  10. hcup-us.ahrq.gov/datainnovations/clinicaldata/Appendix19bCLMAPBanningv1.pdf
    April 01, 2009 - • The application of LOINC® to test catalogs was equally adept at identifying similar lab tests with … Site # of Lab assays Hospital A 1492 Hospital B 2476 Hospital C 1473 Hospital D 1512 Hospital E / … Regional Reference Lab 7849 Total Lab Assays 14802 Assay Comparison Unique Concept Percentage >= … codes 929 23% One interface code 2096 52% 4051 100% Intent of LOINC® – definition by attributes Lab … Result 2342-4 Glucose:MCnc:Pt:CSF:Qn: Prism Glucose, CSF mg/dL 14,802 lab assays consolidated to
  11. hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixK_1LabCodingToolInstructions.jsp
    October 01, 2010 - required lab tests have already been compiled for hospitals on the attached worksheet. … Letters and numbers that follow the numbers are variants of the same lab test (see below). … What if multiple analytic methods are used for same lab test? … What if multiple LOINC codes exist for the same lab test (variants)? … What if our hospital has lab tests not described by LOINC codes?
  12. hcup-us.ahrq.gov/datainnovations/clinicaldata/FL24ProcessFlowchart.jsp
    April 24, 2011 - Process Flow Chart First, AHCA identifies participating pilot project hospitals with Electronic Lab … to 3M. 3M normalization and mapping of lab terminology via LOINC QA of LOINC normalized lab … technology 3M normalization and mapping of lab terminology via LOINC Lab data translation based … Then, AHCA, with 3M technical support and a 3M database design technical discussion: Download lab … records from AHCA FTP sites Insert data in Oracle database Merge lab records with administrative
  13. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn4.pdf
    January 01, 2019 - Coma Score Analytic Po er High Hemoglobin FEV1 Power Low 3 Risk-adjustment using numerical lab … data • Results of 22 lab tests enter at least 1 of 12 models • Results of 14 tests enter 4 or more … From 13 Position Through 20os t o oug 0 Value Format Date in MMDDYYYY format Comments 9 Rules for Lab … until discharge)until discharge) – specified laboratory tests 10 Preparation for Submission of Lab … Data • Hospitals will submit a test samples of lab data to the project teamproject team • Project
  14. hcup-us.ahrq.gov/datainnovations/clinicaldata/RealTimeLOINCTranslationPoster.pdf
    July 01, 2009 - Mapping lab reports to a standardized LOINC® nomenclature can be a challenge. … protocol across new releases contribute to the difficulties facing standardization of lab data. … • LOINC® codes are available for lab results (OBX records) and lab orders (OBR records). … Participation of well educated lab staff in the LOINC coding process is required. … Studies indicate that less than 800 codes often account for 99% of the annual lab volume.5 Shifting
  15. hcup-us.ahrq.gov/datainnovations/clinicaldata/Appendix19bCLMAPBanningv1.jsp
    April 01, 2011 - LOINC) using 6 attributes for translation to assign a LOINC code: 2342-4 The attributes for this lab … Site # of Lab assays Hospital A 1492 Hospital B 2476 Hospital C 1473 … Hospital D 1512 Hospital E /Regional Reference Lab 7849 Total Lab Assays 14802 … Similarities Identified 14,802 lab assays consolidated to 4,051 unique assay identifications; 25% had … Disparities Identified - similar name but not identical assay Lab Name LOINC® Lab Name LOINC
  16. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn10.pdf
    June 21, 2014 - MINNESOTA HOSPITAL ASSOCIATION AGENCY FOR HEALTHCARE RESEARCH AND QUALITY (AHRQ) GRANT ADDING LAB … AND PHARMACY DATA Hospital or System Name:________________________________________ Lab … data: Our hospital or health system will participate in this project by submitting lab data to MHA in … I understand that MHA staff will be working with both lab and IT staff at the hospital or health system … information _______ Please list your I.T. vendor for: ___________________________________________(Lab
  17. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn14.jsp
    August 01, 2014 - Because data from only a small number of lab tests are required for this project, a list of relevant … These numbers may be followed by letters and numbers that designate variants of the same lab test. … For each LOINC code corresponding to a lab test result that will be reported by your hospital, please … What if multiple analytic methods are used for the same lab test? … What if multiple LOINC codes exist for variants of the same lab test?
  18. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi7.jsp
    July 01, 2016 - HHIC uses the results of these lab tests to enhance the content of their existing statewide, all-payer … SUMMARY OF REQUIRED Laboratory Tests and LOINC   Lab Test Lab Test Name LOINC Units LOINC … When sending, LAB will use "Hospital Name." … Hospital or Lab Reporting Results Data Element: Hospital or Lab Reporting Results HL7 Location: … Thus, the admission lab results of the 32 lab tests identified for this study will be identified for
  19. hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixFMHAAHQRKick-Off.pdf
    January 15, 2008 - MHA/AHRQ Kick-Off Event: Adding Clinical Lab Data to Minnesota’s Statewide Administrative Database … was awarded a two-year contract from the Agency for Healthcare Research and Quality to add clinical lab … In order to participate, MHA will need a “data dump” from hospitals’ clinical lab systems. … advisory groups Target Audience: Hospital IT staff, particularly those involved with clinical lab … (over) http://www.mnhospitals.org/inc/data/pdfs/9088-MHA-AHRQ-Clinical-Lab-Data-Project-Details.pdf
  20. hcup-us.ahrq.gov/datainnovations/clinicaldata/FL17LOINCAdvicetoothers.jsp
    July 01, 2016 - Content to Map There are two current theories of capturing the lab workload to be mapped. … Originally, each lab was encouraged to identify all chartable lab assays to include in an extract from … As a mechanism to deal with the 1,000 to 5,000 estimated rows of lab codes, Vreeman’s paper offers a … The rationale involves mapping the highest occurring volume of lab assays. … a lab result and might impact the granularity of the mapping.

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