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41. Nass Summary Stats Hospital 2022 (pdf file)
    hcup-us.ahrq.gov/db/nation/nass/stats/NASS_Summary_Stats_Hospital_2022.pdf
    January 01, 2022 - Variance 0.27137 Mode 1.290298 Range 3.03676 Interquartile Range 0.49259 Tests for Location: Mu0=0 Test … N_DISC_U (Total Number of AS Encounters for All Hospitals in NASS_STRATUM) Tests for Location: Mu0=0 Test … Variance 8066 Mode 367.0000 Range 355.00000 Interquartile Range 75.00000 Tests for Location: Mu0=0 Test … Variance 6.9982E10 Mode 115823.0 Range 1143599 Interquartile Range 223913 Tests for Location: Mu0=0 Test … Variance 5008 Mode 274.0000 Range 264.00000 Interquartile Range 60.00000 Tests for Location: Mu0=0 Test

42. Nass Summary Stats Hospital 2020 (pdf file)
    hcup-us.ahrq.gov/db/nation/nass/stats/nass_summary_stats_hospital_2020.pdf
    January 01, 2020 - Variance 0.24716 Mode 1.387088 Range 3.34594 Interquartile Range 0.43470 Tests for Location: Mu0=0 Test … Variance 7819 Mode 369.0000 Range 358.00000 Interquartile Range 64.00000 Tests for Location: Mu0=0 Test … Variance 4.41292E10 Mode 89053.0 Range 941635 Interquartile Range 198326 Tests for Location: Mu0=0 Test … Variance 4284 Mode 260.0000 Range 250.00000 Interquartile Range 64.00000 Tests for Location: Mu0=0 Test … Tests for Location: Mu0=0 Test Statistic p Value Student's t t 43.09062 Pr > |t| <.0001 Sign M 1449.5

43. eHHIC: Linking Lab Data to Inpatient Discharge Data (pdf file)
    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi27.pdf
    December 04, 2011 - Objective To link thirty-two specific laboratory test results from CY 2008-2011 with Hawaii Health … ▪ Laboratory test (observation value): The lab value is required to assign the adjusted risk of … If the observation value was missing, the lab test was excluded. … Microbiology Records After reviewing the test results and values, we excluded the Microbiology … Result Test Result is Required Observation Value Observation values must be numeric Observation

44. The health information infrastructure in America today . . . . (pdf file)
    hcup-us.ahrq.gov/datainnovations/clinicaldata/AdvisoryCouncilmeeting12032009_rev.pdf
    December 31, 2007 - performed Gamma glutamyl transferase Prothrombin time Reference range of test Agency for Health … Florida Center for Health Information and Policy Analysis Lab Result Interface Code Comparisons Lab Test … Florida Center for Health Information and Policy Analysis Lab Result Interface Code Comparisons Lab Test …  Clinically determined erroneous laboratory test results were excluded from the analysis file. …  To justify such costs the operational value of the availability of the laboratory test results

45. HL7 Format for Transmitting Laboratory Results To MHA
    hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixL_HL7DataTransmissionReqs.jsp
    December 07, 2010 - Please note that OBX, Field 7 contains the normal range for the test performed on the patient identified … code 4 Observation Sub-ID 20 No   5 Observation Value 9999 Yes Value of test … with the hospitalization, NTE[BAR]2 for a note concerning the second laboratory test, OBX[BAR]3 for … the results of the third laboratory test associated with the hospitalization, PV1[BAR]2 for the second … with the second hospitalization, OBX[BAR]2 for the results of the second laboratory test associated

46. Nass Summary Stats Hospital 2019 (pdf file)
    hcup-us.ahrq.gov/db/nation/nass/stats/nass_summary_stats_hospital_2019.pdf
    January 01, 2019 - Variance 0.27570 Mode 1.348921 Range 4.08846 Interquartile Range 0.42057 Tests for Location: Mu0=0 Test … Variance 7.9332E10 Mode 138058.0 Range 1112840 Interquartile Range 281350 Tests for Location: Mu0=0 Test … Variance 7747 Mode 367.0000 Range 355.00000 Interquartile Range 64.00000 Tests for Location: Mu0=0 Test … Variance 5.90322E10 Mode 102347.0 Range 1063258 Interquartile Range 209641 Tests for Location: Mu0=0 Test … Variance 4596 Mode 272.0000 Range 262.00000 Interquartile Range 59.00000 Tests for Location: Mu0=0 Test

47. Enhancing Hawaii Hospital Information Content: Linking Lab Data to Inpatient Discharge Data.
    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi27.jsp
    September 01, 2014 - Objective To link thirty-two specific laboratory test results from CY 2008-2011 with Hawaii Health … Laboratory test (observation value): The lab value is required to assign the adjusted risk of mortality … If the observation value was missing, the lab test was excluded. … Result Test Result is Required Observation Value Observation values must be numeric … result status is not "Final" or "Corrected" 11,333 Test Result is a Microbiology 1,083,269

48. Kid 2019 Maskedstats Hospital (pdf file)
    hcup-us.ahrq.gov/db/nation/kid/tools/stats/KID_2019_MaskedStats_Hospital.PDF
    January 01, 2019 - 5949738851.98 Mode 16,617.00 Range 326,200.00 Interquartile Range 66,824.00 Tests for Location: Mu0=0 Test … Variance 4,754.44 Mode 280.00 Range 278.00 Interquartile Range 88.00 Tests for Location: Mu0=0 Test … 1017653355.12 Mode 5,672.00 Range 137,907.00 Interquartile Range 26,343.00 Tests for Location: Mu0=0 Test … Variance 2,013.90 Mode 106.00 Range 193.00 Interquartile Range 65.00 Tests for Location: Mu0=0 Test … 17,557,185.23 Mode 1,032.00 Range 17,091.00 Interquartile Range 4,077.00 Tests for Location: Mu0=0 Test

49. Kid 2022 Maskedstats Hospital (pdf file)
    hcup-us.ahrq.gov/db/nation/kid/tools/stats/KID_2022_MaskedStats_Hospital.PDF
    January 01, 2022 - 6785286854.57 Mode 17,719.00 Range 370,624.00 Interquartile Range 79,594.00 Tests for Location: Mu0=0 Test … Variance 4,836.93 Mode 292.00 Range 290.00 Interquartile Range 104.00 Tests for Location: Mu0=0 Test … 1403451160.45 Mode 5,326.00 Range 173,787.00 Interquartile Range 29,692.00 Tests for Location: Mu0=0 Test … Variance 1,950.86 Mode 104.00 Range 187.00 Interquartile Range 65.00 Tests for Location: Mu0=0 Test … 16,011,111.44 Mode 1,029.00 Range 17,157.00 Interquartile Range 4,480.00 Tests for Location: Mu0=0 Test

50. Kid 2019 Maskedstats Hospital V2 (pdf file)
    hcup-us.ahrq.gov/db/nation/kid/tools/stats/KID_2019_MaskedStats_Hospital_V2.PDF
    January 01, 2019 - 5949738851.98 Mode 16,617.00 Range 326,200.00 Interquartile Range 66,824.00 Tests for Location: Mu0=0 Test … Variance 4,754.44 Mode 280.00 Range 278.00 Interquartile Range 88.00 Tests for Location: Mu0=0 Test … 1017653355.12 Mode 5,672.00 Range 137,907.00 Interquartile Range 26,343.00 Tests for Location: Mu0=0 Test … Variance 2,013.90 Mode 106.00 Range 193.00 Interquartile Range 65.00 Tests for Location: Mu0=0 Test … 17,557,185.23 Mode 1,032.00 Range 17,091.00 Interquartile Range 4,077.00 Tests for Location: Mu0=0 Test

51. Summary of REQUIRED Laboratory Tests and LOINC (pdf file)
    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi9.pdf
    November 12, 2013 - none of the three above, specify lab or vendor) Hospital/Vendor Completing Report:_____ Lab Test … Lab Test Name LOINC Units Vendor Chemistry Albumin Albumin 1751-7 g/dL Alkaline phosphatase Alkaline

52. Neds 2020 Hospital Maskedstats (pdf file)
    hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2020_Hospital_MaskedStats.PDF
    January 01, 2020 - Median 4.89 Variance 0.60 Mode 5.00 Range 4.00 Interquartile Range 0.29 Tests for Location: Mu0=0 Test … Mode 1,164,255.00 Range 6,071,480.00 Interquartile Range 1,426,133.00 Tests for Location: Mu0=0 Test … Variance 4,067.01 Mode 247.00 Range 245.00 Interquartile Range 92.00 Tests for Location: Mu0=0 Test … 12.00 Variance 160.97 Mode 2.00 Range 48.00 Interquartile Range 18.00 Tests for Location: Mu0=0 Test … Tests for Location: Mu0=0 Test Statistic p Value Student's t t 30.02943 Pr > |t| <.0001 Sign M 497.5

53. Neds 2019 Hospital Maskedstats (pdf file)
    hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2019_Hospital_MaskedStats.PDF
    January 01, 2019 - Variance 2.29329 Mode 6.026003 Range 14.13347 Interquartile Range 1.47548 Tests for Location: Mu0=0 Test … Variance 0.57520 Mode 5.000000 Range 4.00000 Interquartile Range 0.30481 Tests for Location: Mu0=0 Test … Variance 2.38405E12 Mode 1384450 Range 7007223 Interquartile Range 1651096 Tests for Location: Mu0=0 Test … Variance 4032 Mode 244.0000 Range 242.00000 Interquartile Range 86.00000 Tests for Location: Mu0=0 Test … Tests for Location: Mu0=0 Test Statistic p Value Student's t t 30.56502 Pr > |t| <.0001 Sign M 494.5

54. Matching patients across institutions without definitive patient identifiers (pdf file)
    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn22.pdf
    November 20, 2012 - Test – strep throat=no Test – strep throat=yes Strep throat=no 32 8 40 Strep throat=yes … 2012 MFMER | slide-9 Center for the SCIENCE of HEALTH CARE DELIVERY Specificity: Ability of the test … not have strep throat, but only 32 patients were identified as not having strep throat: Truth x test … Test – strep throat=no Test – strep throat=yes Strep throat=no 32(row percent 32/(32 + 8) … Center for the SCIENCE of HEALTH CARE DELIVERY Proposed Algorithms: Methodology Data used to test

55. Maskedstats Nrd 2019 Hospital (pdf file)
    hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2019_Hospital.PDF
    January 01, 2019 - Variance 4.37065E11 Mode 194565.0 Range 3360059 Interquartile Range 542046 Tests for Location: Mu0=0 Test … Variance 6456 Mode 164.0000 Range 346.00000 Interquartile Range 64.00000 Tests for Location: Mu0=0 Test … Variance 9.77728E10 Mode 67189.0 Range 1422294 Interquartile Range 317163 Tests for Location: Mu0=0 Test … Variance 1074 Mode 41.00000 Range 131.00000 Interquartile Range 32.00000 Tests for Location: Mu0=0 Test

56. Maskedstats Nrd 2022 Hospital (pdf file)
    hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2022_Hospital.PDF
    January 01, 2022 - Variance 3.32142E11 Mode 191777.0 Range 3170736 Interquartile Range 543849 Tests for Location: Mu0=0 Test … Variance 7463 Mode 367.0000 Range 363.00000 Interquartile Range 57.00000 Tests for Location: Mu0=0 Test … Variance 8.69722E10 Mode 67080.0 Range 1380623 Interquartile Range 263109 Tests for Location: Mu0=0 Test … Variance 1305 Mode 33.00000 Range 142.00000 Interquartile Range 32.00000 Tests for Location: Mu0=0 Test

57. Maskedstats Nrd 2019 Hospital V2 (pdf file)
    hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2019_Hospital_V2.PDF
    January 01, 2019 - Variance 4.37065E11 Mode 194565.0 Range 3360059 Interquartile Range 542046 Tests for Location: Mu0=0 Test … Variance 6456 Mode 164.0000 Range 346.00000 Interquartile Range 64.00000 Tests for Location: Mu0=0 Test … Variance 9.77728E10 Mode 67189.0 Range 1422294 Interquartile Range 317163 Tests for Location: Mu0=0 Test … Variance 1074 Mode 41.00000 Range 131.00000 Interquartile Range 32.00000 Tests for Location: Mu0=0 Test

58. Maskedstats Nrd 2020 Hospital (pdf file)
    hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2020_Hospital.PDF
    January 01, 2020 - Variance 3.6096E11 Mode 180120.0 Range 3046695 Interquartile Range 559697 Tests for Location: Mu0=0 Test … Variance 6724 Mode 352.0000 Range 349.00000 Interquartile Range 79.00000 Tests for Location: Mu0=0 Test … Variance 7.98878E10 Mode 58114.0 Range 1255798 Interquartile Range 322928 Tests for Location: Mu0=0 Test … Variance 1134 Mode 37.00000 Range 134.00000 Interquartile Range 35.00000 Tests for Location: Mu0=0 Test

59. Maskedstats Nrd 2021 Hospital (pdf file)
    hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2021_Hospital.PDF
    January 01, 2021 - Variance 3.19766E11 Mode 194440.0 Range 3110374 Interquartile Range 557665 Tests for Location: Mu0=0 Test … Variance 6945 Mode 359.0000 Range 355.00000 Interquartile Range 53.00000 Tests for Location: Mu0=0 Test … Variance 8.57102E10 Mode 64516.0 Range 1400354 Interquartile Range 303028 Tests for Location: Mu0=0 Test … Variance 1196 Mode 49.00000 Range 137.00000 Interquartile Range 29.00000 Tests for Location: Mu0=0 Test

60. Florida Data Elements
    hcup-us.ahrq.gov/datainnovations/clinicaldata/FL19dataelemandExtractandReport.jsp
    October 19, 2010 - DATA QUERY TOOLS Florida Data Elements Example Inbound Extract Orderable Test … Interface Code Orderable Test Name Result Interface Code Result Name Specimen Type Result … HEPATIC FUNCTION PANEL AST AST SST N U/L   Example Outbound Report Orderable Test … Interface Code Orderable Test Name Result Interface Code Result Name Specimen Type Result