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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/data_collection.jsp
February 01, 2025 - Commonly linked data sources include laboratory records, pharmacy records, vital records, and emergency … Laboratory Data
Pharmacy Data
Emergency Medical Services (EMS) Data
Vital Statistics Data
Data … Standards: HL7, LOINC, ASCII
Laboratory Data
Laboratory test results can enrich administrative … Prior to the establishment of LOINC, multiple laboratories used different codes for different test observations … The advent of LOINC has improved the process of exchanging laboratory data.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/lvplanning.jsp
July 01, 2016 - Enhancing the Clinical Content of Administrative Data - Laboratory Data Toolkit: Planning Tools … DATA QUERY TOOLS
Enhancing the Clinical Content of Administrative Data - Laboratory … Data Toolkit: Planning Tools
Laboratory Data Toolkit: Planning Tools
Laboratory … Data Toolkit | Laboratory Data Toolkit - Background | Pilot & Planning Projects | Projects in … Internet Citation: Enhancing the Clinical Content of Administrative Data - Laboratory
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hcup-us.ahrq.gov/datainnovations/clinicaldata/lvback.jsp
July 01, 2016 - Enhancing the Clinical Content of Administrative Data - Laboratory Data Toolkit: Background … DATA QUERY TOOLS
Enhancing the Clinical Content of Administrative Data - Laboratory … Data Toolkit: Background
Laboratory Data Toolkit: Background
The materials included … HCUP) Partner Pilot Projects and one Planning Project, as well as information on the value of adding laboratory … Data Toolkit | Laboratory Data Toolkit - Background | Pilot & Planning Projects | Projects in Progress
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hcup-us.ahrq.gov/datainnovations/clinicaldata/3MSummaryResultsReportFinal.jsp
October 03, 2010 - Each of the laboratory test record in the clinical laboratory dataset was standardized to a LOINC code … Over 11.7 million clinical laboratory test records were contained in the clinical laboratory dataset. … Table 2: Candidate Clinical Laboratory Data Elements Collected
Clinical Laboratory Data Element … Clinical Laboratory Data Exclusions
Over 11.7 million clinical laboratory data records were provided … Appendix D List of Extreme Laboratory Test Results
Clinical Laboratory Data Element
Laboratory
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi7.pdf
August 04, 2011 - laboratory system/laboratory information system. … Units of Measure
Each laboratory test has a unique test code that represents both the laboratory … Please consult with the clinical laboratory system/laboratory information system
personnel at your … Record
Two or more laboratory records were submitted representing the same laboratory test collected … Resolution: Remove duplicate laboratory records so only one valid laboratory record exists for a single
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hcup-us.ahrq.gov/datainnovations/clinicaldata/FL4AHRQProjectFinalReportMar2010_v2.jsp
July 01, 2016 - The use of LOINC allows the integration of laboratory data from different Laboratory Information Systems … It is used in the healthcare industry by hospitals, laboratories, public health departments, integrated … Over 11.7 million clinical laboratory test records were contained in the clinical laboratory dataset. … Clinical Laboratory Data Exclusions
Over 11.7 million clinical laboratory data records were provided … Each of the laboratory test records in the clinical laboratory dataset was standardized to a LOINC code
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hcup-us.ahrq.gov/datainnovations/clinicaldata/FL4AHRQProjectFinalReportMar2010_v2.pdf
March 01, 2010 - The use of LOINC allows the integration
of laboratory data from different Laboratory Information Systems … It is used
in the health care industry by hospitals, laboratories, public health departments, integrated … Over 11.7 million clinical laboratory test records were contained in the clinical
laboratory dataset … Clinical Laboratory Data Exclusions
Over 11.7 million clinical laboratory data records were provided … Each of the laboratory test records in the clinical laboratory dataset was standardized to a
LOINC code
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hcup-us.ahrq.gov/datainnovations/clinicaldata/ahrq-collect-transmission1.pdf
January 15, 2008 - diagnostic/procedure data
– Includes new Present on Admission indicator for diagnosis
codes
• Laboratory … Requires mapping with hospital test ID unless hospital is already
using the LOINC® codes in their laboratory … UB record
but no laboratory data) will need to be evaluated to
determine completeness of record or … data where possible to assist in screening
(diagnosis codes versus laboratory values)
• Correct errors … POA indicator for
non-Medicare cases)
• Availability of LOINC® codes for laboratory data
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hcup-us.ahrq.gov/datainnovations/clinicaldata/AdvisoryCouncilmeeting12032009_rev.jsp
April 01, 2011 - Clinical Laboratory Data Elements
Albumin
Alkaline phosphatase
Base Excess
Bicarbonate
Blood … data terminology and to verify accuracy of the final normalized map of laboratory values to LOINC. … Data Transmission
Hospitals extracted laboratory and blood culture data from inpatient admissions … All inpatients records and all laboratory tests were included in the dataset. … Step 2: Develop Standardized Ranges for the Clinical Laboratory Data Elements.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/AdvisoryCouncilmeeting12032009_rev.pdf
December 31, 2007 - Data
o Brief Description of Project Stages
o LOINC Mapping
o Data Challenges in Joining Clinical Laboratory … All inpatients records and all
laboratory tests were included in the
dataset. … Clinically determined erroneous
laboratory test results were
excluded from the analysis file. … Step 2: Develop Standardized Ranges for the Clinical
Laboratory Data Elements. … Step 4: Determine the Effect of each Laboratory Data
Element on Risk of Mortality at the Overall
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi7.jsp
July 01, 2016 - clinical laboratory system/laboratory information system. … Units of Measure
Each laboratory test has a unique test code that represents both the laboratory test … Please consult with the clinical laboratory system/laboratory information system personnel at your facility … Record
Two or more laboratory records were submitted representing the same laboratory test collected … Resolution: Remove duplicate laboratory records so only one valid laboratory record exists for a single
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/ny14.pdf
March 20, 2012 - How will hospitals know on
which cases to send laboratory data? … IT must match the laboratory records with patient identifiers provided by NYSDOH and extract
laboratory … When can
participating hospitals begin submitting laboratory data? … What is the deadline for the
initial submission of laboratory data? … to submit test laboratory data sets.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/LinkingClinicalData.jsp
September 01, 2012 - and diagnostic/procedure data
Includes new Present on Admission indicator for diagnosis codes
Laboratory … Requires mapping with hospital test ID unless hospital is already
using the LOINC® codes in their laboratory … UB record but no laboratory data) will need to be evaluated to determine completeness of record or problems … data where possible to assist in screening (diagnosis codes versus laboratory values)
Correct errors … POA indicator for non-Medicare cases)
Availability of LOINC® codes for laboratory data
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/ny14.jsp
September 01, 2014 - How will hospitals know on which cases to send laboratory data? … IT must match the laboratory records with patient identifiers provided by NYSDOH and extract laboratory … When can participating hospitals begin submitting laboratory data? … What is the deadline
for the initial submission of laboratory data? … submit test laboratory data sets.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/MPinepresentation.pdf
September 22, 2010 - Slide 1
Creating a Hybrid Database by
Adding a POA Modifier and
Numerical Laboratory Results to … monitoring
Comparative performance of alternative
databases
Present-on-admission coding
Numerical laboratory … Hybrid Databases – AHRQ’s Pilot Projects
Creating a Hybrid Database
Standard Claims
Numerical Laboratory … Data
Types of Data in HYBRID IQI Models
Standard Claims
Numerical Laboratory
Present-on-Admission … Present-on-Admission
21.8 data
elements
6.5 data
elements
Hybrid Data
Numerical Laboratory Data
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi25.jsp
September 01, 2014 - Historical Data Files
The laboratories initially proposed that HHIC provide the facility id, account … Data provided to the laboratories was not necessarily in the same format as the data that resided in … the laboratories repository due to variances in each organizations data specifications. … Customization by the laboratories and HHIC to format the data by removing the leading 0's for linking … This allowed the laboratories to view a range of dates to determine which lab results met the project
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi25.pdf
October 01, 2011 - One of the laboratories, which supplies data for two of the
facilities, does not collect SSN (a key … Historical Data Files
The laboratories initially proposed that HHIC provide the facility id, account … Data provided to the
laboratories was not necessarily in the same format as the data that resided
in … the laboratories repository due to variances in each organizations data
specifications. … data was implemented by facility.
7 | P a g e
resulted in the laboratories not being able
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hcup-us.ahrq.gov/datainnovations/clinicaldata/Appendix19bCLMAPBanningv1.pdf
April 01, 2009 - Clinical Laboratory News, April 2009. Volume
35; 4:1
3. Banning, P. … Medical Laboratory Observer, Washington Report. February
2009 p.48. … • As laboratory data incorporates into electronic health records,
there will be increased demands … •The result codes were translated to LOINC® by trained
medical laboratory staff, with local subject … Laboratory test codes from different sites don’t
correlate in mnemonic.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/FL10AHRQprojectsummarytoHospitals.jsp
July 10, 2016 - The pilot project funding is provided to add clinical laboratory data to the hospital administrative … Work with each hospital to standardize its laboratory data terminology and values to Logical Observation … Work with each hospital to verify accuracy of the final normalized map of laboratory values and then … Extract three quarters of laboratory data, from April 1, 2007 – December 31, 2007, on all patients, for … all laboratory tests conducted.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/MPinepresentation.jsp
December 01, 2010 - Clinical Data are: Numerical laboratory, vital signs, and other clinical data. … Hybrid Data are: Standard claims, Present-on-Admission, and numerical laboratory. … Hybrid Data are: Standard claims, Present-on-Admission, and numerical laboratory. … Hybrid Data are: Standard claims, Present-on-Admission, and numerical laboratory. … end of diagram
Numerical Laboratory Data
22 Laboratory Tests Enter At Least 1 Model
14 of These