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4thEdition
CLINICALAND
LABORATORY
STANDARDS
INSTITUTE'
C24
tatisticalQualityControlforQuantitativeMeasurementProcedures:Principlesand
Definitions
Tisguidelineprovidesdeninitions,pinciples,andapproaches
tBhoratoryqualitycontroldesign,implementation,and
assessment.
AguidelineforglobalapplicationdevelopedthroughtheClinicalandLaboratoryStandardsInstituteconsensusprocess.
ClinicalandLaboratoryStandardsInstitute
Settingthestandardforqualityinmedicallaboratorytestingaroundtheworld.
TheClinicalandLaboratoryStandardsInstitute(CLSl)isanot-for-profitmembershiporganizationthatbrings
togetherthevariedperspectivesandexpertiseoftheworldwidelaboratorycommunityfortheadvancementofacommoncause:tofosterexcellenceinlaboratorymedicinebydevelopingandimplementingmedicallaboratory
standardsandguidelinesthathelplaboratoriesfulfilltheirresponsibilitieswithefficiency,effectiveness,andglobalapplicability.
ConsensusProcess
Consensus-thesubstantialagreementbymateriallyaffected,competent,andinterestedparties-iscoretothedevelopmentofallCLSIdocuments.Itdoesnotalwaysconnoteunanimousagreement,butdoesmeanthattheparticipantsinthedevelopmentofaconsensusdocumenthaveconsideredandresolvedallrelevantobjectionsandaccepttheresultingagreement.
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thedocumentisobligatedtoreviewallcomments,respondinwritingtoallsubstantivecomments,andrevisethedraftdocumentasappropriate.
CommentsonpublishedCLSIdocumentsareequallyessential,andmaybesubmittedbyanyone,atanytime,onanydocument.Allcommentsaremanagedaccordingtotheconsensusprocessbyacommitteeofexperts.
AppealsProcess
Whenitisbelievedthatanobjectionhasnotbeenadequatelyconsideredandrespondedto,theprocessforappeals,documentedintheCLSIStandardsDevelopmentPoliciesandProcesses,isfollowed.
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standard@
C24,4thedSeptember2016
ReplacesC24-A3
StatisticalQualityControlforQuantitativeMeasurementProcedures:
PrinciplesandDefinitions
CurtisA.Parvin,PhD
NilsB.Person,PhD,FACB
NikolaBaumann,PhD
LiliDuan,PhD
A.PaulDurham
ValerioM.Genta,MD
JeremieGras,MD
GregMiller,PhD
MeganE.Sawchuk,MT(ASCP)
Abstract
ClinicalandLaboratoryStandardsInstituteguidelineC24—StatisticalQualityControlforQuantitativeMeasurementProcedures:PrinciplesandDefinitionsdiscussestheprinciplesofstatisticalQC,withparticularattentiontotheplanningofaQCstrategyandtheapplicationofstatisticalQCinamedicallaboratory.Althoughtheseprinciplesareofinteresttomanufacturers,thisguidelineisintendedforusebymedicallaboratorypersonnelinordertoprovideaQCstrategythatusescontrolmaterialsthatareexternaltoareagentkit,instrument,ormeasuringsystemandthatareintendedtosimulatethemeasurementofapatientspecimen.
ClinicalandLaboratoryStandardsInstitute(CLSI).StatisticalQualityControlforQuantitativeMeasurementProcedures:
PrinciplesandDefinitions.4thed.CLSIguidelineC24(ISBN1-56238-946-7[Print];ISBN1-56238-947-5[Electronic]).Clinical
andLaboratoryStandardsInstitute,950WestValleyRoad,Suite2500,Wayne,Pennsylvania19087USA,2016.
TheClinicalandLaboratoryStandardsInstituteconsensusprocess,whichisthemechanismformovingadocumentthroughtwoormorelevelsofreviewbythehealthcarecommunity,isanongoingprocess.Usersshouldexpectrevisededitionsofanygivendocument.Becauserapidchangesintechnologymayaffecttheprocedures,methods,andprotocolsinastandardorguideline,usersshouldreplaceoutdatededitionswiththecurrenteditionsofCLSIdocuments.CurrenteditionsarelistedintheCLSIcatalogandpostedonourwebsiteat.Ifyouoryourorganizationisnotamemberandwouldliketobecomeone,andtorequestacopyofthecatalog,contactusat:Telephone:+1.610.688.0100;Fax:+1.610.688.0700;E-Mail:customerservice@;Website:.
CLINICALANDLABORATORY
STANDARDS
INSTITUTE
ii
C24,4thed.
Copyright2016ClinicalandLaboratoryStandardsInstitute.Exceptasstatedbelow,anyreproductionofcontentfromaCLSIcopyrightedstandard,guideline,companionproduct,orothermaterialrequiresexpresswrittenconsentfromCLSI.Allrightsreserved.Interestedpartiesmaysendpermissionrequeststopermissions@.
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SuggestedCitation
CLSI.StatisticalQualityControlforQuantitativeMeasurementProcedures:PrinciplesandDefinitions.
4thed.CLSIguidelineC24.Wayne,PA:ClinicalandLaboratoryStandardsInstitute;2016.
PreviousEditions:
March1985,September1986,May1991,February1999,June2006
ISBN1-56238-946-7(Print)
ISBN1-56238-947-5(Electronic)
ISSN1558-6502(Print)
ISSN2162-2914(Electronic)Volume36,Number
12
iii
CommitteeMembership
ConsensusCouncil
CarlD.Mottram,RRT,RPFT,
FAARC
Chairholder
MayoClinic
USA
J.RexAstles,PhD,FACB,DABCCCentersforDiseaseControland
Prevention
USA
LuciaM.Berte,MA,MT(ASCP)SBB,DLM;CQA(ASQ)CMQ/OE
LaboratoriesMadeBetter!
USA
KarenW.Dyer,MT(ASCP),DLMCentersforMedicare&Medicaid
Services
USA
DennisJ.Ernst,MT(ASCP),
NCPT(NCCT)
CenterforPhlebotomyEducation
USA
ThomasR.Fritsche,MD,PhD,FCAP,
FIDSA
MarshfieldClinic
USA
MaryLouGantzer,PhD,FACB
BioCoreDiagnostics
USA
LoralieJ.Langman,PhD
MayoClinic
USA
JosephPassarelli
RocheDiagnosticsCorporation
USA
C24,4thed
JamesF.Pierson-Perry
SiemensHealthcareDiagnosticsInc.USA
AndrewQuintenz
Bio-RadLaboratories,Inc.
USA
RobertRej,PhD
NewYorkStateDepartmentof
Health-WadsworthCenter
USA
ZivanaTezak.PhD
FDACenterforDevicesand
RadiologicalHealth
USA
DocumentDevelopmentCommitteeonStatisticalQCforClinicalChemistry
CurtisA.Parvin,PhD
LiliDuan,PhD
GregMiller,PhD
Chairholder
FDACenterforDevicesandRadiological
VirginiaCommonwealthUniversity
Bio-RadLaboratories,Inc.
Health
HealthSystem
USA
USA
USA
NilsB.Person,PhD,FACB
JeremieGras,MD
MeganE.Sawchuk,MT(ASCP)
Vice-Chairholder
CliniqueSt.Luc
CentersforDiseaseControland
SiemensHealtheareDiagnostics,Inc.
Belgium
Prevention
USA
USA
NikolaBaumann,PhD
MayoClinic
USA
Staff
ClinicalandLaboratoryStandards
JoanneP.Christopher,MA,ELS
Institute
Editor
USA
LauraMartin
LuannOchs,MS
Editor
ProjectManager
MichaelA.Russell,MA
MeganL.Tertel,MA,ELS
Editor
EditorialManager
C24,4thed.
AcknowledgmentfortheExpertPanelonClinicalChemistryandToxicology
CLSI,theConsensusCouncil,andtheDocumentDevelopmentCommitteeonStatisticalQCforClinicalChemistrygratefullyacknowledgetheExpertPanelonClinicalChemistryandToxicologyforservingastechnicaladvisorsandsubjectmatterexpertsduringthedevelopmentofthisguideline.
ExpertPanelonClinicalChemistryandToxicology
JohannaCamara,PhD
LiliDuan,PhD
GodwinOgbonna,PhD
Chairholder
FDACenterforDevicesand
Ortho-ClinicalDiagnostics,Inc.
NationalInstituteofStandardsand
RadiologicalHealth
USA
Technology
USA
USA
CurtisOleschuk,PhD,FCACB
KamishaJohnson-Davis,PhD,
DiagnosticServicesofManitoba
LorinM.Bachmann,PhD,DABCC
DABCC,FACB
Canada
Vice-Chairholder
UniversityofUtahandARUP
VirginiaCommonwealthUniversity
Laboratories
DavidB.Sacks,MB,ChB,FRCPath
HealthSystem
USA
NationalInstitutesofHealth
USA
USA
GregoryT.Maine,PhD,FACB
KarlDeVore
Abbott
Bio-RadLaboratories,Inc.
USA
USA
Acknowledgment
CLSI,theConsensusCouncil,andtheDocumentDevelopmentCommitteeonStatisticalQCforClinicalChemistrygratefullyacknowledgethefollowingvolunteersfortheirimportantcontributionstothedevelopmentofthisguideline:
A.PaulDurham
APDConsulting
USA
ValerioM.Genta,MD
SentaraVirginiaBeachGeneralHospital
USA
iv
V
C24,4thed.
Contents
Abstract i
CommitteeMembership iii
Foreword vii
Chapter1:Introduction
1
1.1Scope
1
1.2Background
2
1.3StandardPrecautions
2
1.4Terminology
3
Chapter2:PathofWorkflow
9
Chapter3:PurposeofStatisticalQualityControl
11
3.1QualityControlandPatientRisk
11
3.2QualityRequirements
12
3.3MethodPerformanceRelativetoQualityRequirements
14
3.4TypesofOut-of-ControlConditions
17
3.5QualityControlRules
17
Chapter4:AssessingQualityControlPerformance
19
4.1FalseRejectionRate
19
4.2DetectionofOut-of-ControlConditions
20
Chapter5:PlanningaStatisticalQualityControlStrategy
23
5.1DefinetheQualityRequirements
23
5.2SelectControlMaterials
24
5.3DetermineTargetValuesandStandardDeviationsforQualityControlMaterials
ThatRepresentStableAnalyticalPerformance
27
5.4SetGoalsforQualityControlPerformance
31
5.5SelectaQualityControlStrategyBasedonPerformanceGoals
32
5.6DesignaQualityControlStrategyforMultipleInstruments
37
Chapter6:RecoveringFromanOut-of-ControlCondition
39
6.1RespondingtoanOut-of-ControlQualityControlEvent
39
6.2RespondingtoanOut-of-ControlCondition
39
6.3IdentifyingandCorrectingReportedErroneousPatientResults
39
Chapter7:OngoingAssessmentofQualityControlPrograms
41
7.1AssessmentoftheInternalQualityControlProgram
41
7.2UsingInterlaboratoryQualityControltoAssessaQualityControlProgram
41
Chapter8:WorkedExamples
43
8.1DefinetheQualityRequirement
43
8.2SelectQualityControlMaterials
43
8.3DetermineTargetValuesandStandardDeviations
43
8.4SelectQualityControlStrategy
44
Chapter9:Conclusion
46
Chapter10:SupplementalInformation
46
References
47
C24,4thed.
Contents(Continued)
AppendixA.Levey-JenningsChart
50
AppendixB.MedicalLaboratoryQualityControlShiftandTrendTroubleshooting
Checklist
55
TheQualityManagementSystemApproach
60
RelatedCLSIReferenceMaterials
61
vi
C24,4thed.
Foreword
ThemedicallaboratorycommunityhasusedC24,nowinitsfourthedition,formorethan20years.Today,statisticalQCisstillcriticallyimportanttoensurethequalityoftheresultsofanylaboratorymeasurementprocedure.ThealmostuniversalapplicabilityofstatisticalQCtoquantitativemeasurementproceduresprovideslaboratorieswithanessentialqualitymanagementtoolthatcanbeusedtomonitortheeffectsofmanyinstrument,reagent,environment,andoperatorvariablesontheoutcomeofameasurementprocess.
ThelaboratorydirectorisgenerallyresponsibleforthelaboratoryQCprogram.Thedefinitionofqualityrequirementsforthetestsbeingperformedisparticularlyimportantbecauselaboratorymanagers,supervisors,scientists,andqualityspecialistsoftenusethosequalityrequirementstoselectandvalidateappropriatemeasurementandcontrolprocedures.C24'sapproachprovidesmedicallaboratoryscientistswithpracticalguidanceonhowtosatisfyrecommendationsbyauthoritiesand/oraccreditationorganizations.
Theconcepts,approaches,andpracticesdiscussedinthisguidelineareinterdependentandallshouldbecarefullystudiedandconsideredwhendevelopingthespecificQCstrategyforanymeasurementprocedure,system,orlaboratory.C24highlightsthetechnicalissuesthatneedacarefulscientificapproachtodesigning,implementing,andassessingQCstrategiesinorderforlaboratoriestoachievethequalityrequirementsneededbythephysiciansandpatientstheyserve.
OverviewofChanges
Thisguidelinereplacesthepreviouseditionoftheapprovedguideline,C24-A3,publishedin2006.ThefourtheditionmaintainsthefocusonprinciplesandapproachestolaboratoryQCdesign,implementation,andassessmentthatreflecttherealitiesofthemodernmedicallaboratoryanditsrolewithinthehealthcareenterprise.Severalchangesweremadeinthisedition,including:
·ThealignmentofprinciplesanddefinitionstobeconsistentwithandtosupplementthegeneralpatientriskmodeldescribedinCLSIdocumentEP23TM²
·TheintroductionofadditionalperformancemeasuresusefulforevaluatingtheperformancecharacteristicsofaQCstrategy(seeChapter5)
·ExpandedguidanceonsettingtargetvaluesandSDsforQCmaterials(seeSubchapter5.3)
·AgreaterfocusonQCfrequencyandQCschedulesasacriticalpartofaQCstrategy(seeSubchapter5.5)
Asubstantivechapteronrecoveringfromanout-of-controlcondition(seeChapter6),including
sectionson:
-Respondingtoanout-of-controlQCevent
-Respondingtoanout-of-controlcondition
-Identifyingandcorrectingreportederroneouspatientresults
NOTE:ThecontentofthisguidelineissupportedbytheCLSIconsensusprocess,anddoesnotnecessarilyreflecttheviewsofanysingleindividualororganization.
KeyWords
Patientrisk,qualitycontrol,qualitycontrolplan,qualitycontrolrules,qualitycontrolstrategy,qualityrequirements,Sigmametric
vii
C24,4thed.
viii
C24,4thed
StatisticalQualityControlforQuantitativeMeasurementProcedures:PrinciplesandDefinitions
Chapter1:Introduction
Thischapterincludes:
·Guideline'sscopeandapplicableexclusions
●Backgroundinformationpertinenttotheguideline'scontent
·Standardprecautionsinformation
·“NoteonTerminology”thathighlightsparticularuseand/orvariationinuseoftermsand/or
definitions
·Termsanddefinitionsusedintheguideline
·Abbreviationsandacronymsusedintheguideline
1.1Scope
ThisguidelineexplainsthepurposeofstatisticalQCforquantitativemeasurementprocedures,describesanapproachforplanningaQCstrategyforaparticularmeasurementprocedure,describestheuseofQCmaterialandQCdata,andprovidesexamplesthatdemonstrateapracticalQCplanningprocessformedicallaboratories.
TherecommendationsforestablishingandmaintainingastatisticalQCstrategyareapplicabletoquantitativelaboratorymeasurementproceduresinallfieldsoflaboratorymedicineforwhichstablecontrolmaterialscanbemeasuredinthesamemanneraspatientspecimens.Theintendedusersofthisguidelineincludethoseresponsiblefordesigning,implementing,andusingQC,ie,medicallaboratoryscientists.
Thisguidelinedoesnot:
·Describebuilt-incontrolmechanismsthatmightbepartofameasuringsystem,orqualitativeorsemiquantitativemeasurementprocedures.
·DefinespecificQCstrategiesthatareappropriateforanindividualdeviceortechnology.
·Describealternativestostatisticalprocesscontrol,eg,real-timepatient-basedQC.
·ConsiderspecificlegalrequirementsthatmayimposedifferentphilosophiesorproceduresonQCpractices(eg,aspecificapproachfordefiningqualityrequirements,specificvaluesforqualityrequirements,aspecificprocedurefordeterminingtargetvaluesforcontrolmaterials,orafrequencyandnumberofQCmeasurements)definedbygovernmentregulationinaspecificcountryorregion.
Additionally,therearetypesofrandomerrorsthatmayaffectmeasurementsperformedonindividualspecimens,ratherthanawholegroupofspecimens,andthoseerrorsarenotdetectedbyastatisticalQCstrategy.Sucherrorsmaybeduetothespecificdesignofameasuringsystem(eg,effectofspecimen
◎ClinicalandLaboratoryStandardsInstitute.Allrightsreserved.1
C24,4thed.
viscosity,carryoverfromapreviousspecimen,orspecimen-specificinterferences)orpossibleoperatorerrorsthataffectindividualspecimens,aswellaspreexaminationerrorsofspecimenpreparation,storage,andtransportation.SpecialQCstrategiesmaybeneededtomonitorknownspecialvulnerabilitiesthatrelatetoaparticulardeviceorsystemdesign.
1.2Background
StatisticalQCstrategiesareimplementedtomonitorameasurementprocedure'sperformancetodetectanychangerelativetostablebaselineanalyticalperformance.Whentheactualperformancedeviatesfromtheexpectedmodel,theQCstrategyisdesignedtoalertthelaboratoriantoachangethatmayaffectmedicaldecisionmakingandpotentiallyleadtoincorrecttreatment,delaysintreatment,orpatientharm.DesigninganeffectiveQCstrategyentailsdeterminingthemagnitudeofthechangeinperformancethatcompromisestheusefulnessofthemeasurementprocedureresults.
ThereisabundantliteratureexplainingthetheoreticalandpracticalbasesforinitiatingandmaintainingQCstrategiesinclinicalchemistry³;however,theroutinepracticeofstatisticalQCdependsonunderstandinghowto:
·PlanQCstrategiesbasedontheperformanceofthemeasurementprocedureandtheperformanceneededtosupporttheintendedmedicaluseoftheresults,includingselectingappropriatecontrolmaterials,establishingtheexpectedvaluesforthosecontrolmaterials,determiningwhentoevaluatecontrols,andidentifyingthecontrolrulestodetermineacceptableperformance.
·ImplementQCstrategiestoidentifysituationswhenameasurementproceduremaynotbeproviding
resultsthataresuitableforuseinmedicaldecisions.
·Respondtoout-of-controlsituations.
TheprevalenceofabroadrangeofautomatedmedicallaboratoryinstrumentsusingwidelydifferentmeasuringprincipleshascomplicatedtheterminologyandthestepsnecessaryforestablishingQCstrategies.Therearesomehighlyautomatedsystemsthatcanperformspecific,built-inchecksthathelpdetectpotentialproblemsandalerttheoperatortoinstrumentmalfunction.However,thebenefitofstatisticalQCusingsamplesintendedtosimulatemeasurementofpatientspecimensisthatitmonitorstheoutcomeofmanyofthevariablesandstepsthatoccurintheentiremeasurementprocedure.
1.3StandardPrecautions
Becauseitisoftenimpossibletoknowwhatisolatesorspecimensmightbeinfectious,allpatientandlaboratoryspecimensaretreatedasinfectiousandhandledaccordingto"standardprecautions."Standardprecautionsareguidelinesthatcombinethemajorfeaturesof"universalprecautionsandbodysubstanceisolation”practices.Standardprecautionscoverthetransmissionofallknowninfectiousagentsandthusaremorecomprehensivethanuniversalprecautions,whichareintendedtoapplyonlytotransmissionofbloodbornepathogens.Publishedguidelinesareavailablethatdiscussthedailyoperationsofdiagnosticmedicineinhumansandanimalswhileencouragingacultureofsafetyinthelaboratory.!0Forspecificprecautionsforpreventingthelaboratorytransmissionofallknowninfectiousagentsfromlaboratoryinstrumentsandmaterialsandforrecommendationsforthemanagementofexposuretoallknowninfectiousdiseases,refertoCLSIdocumentM29.!!
2@ClinicalandLaboratoryStandardsInstitute.Allrightsreserved.
C24,4thed.
1.4Terminology
1.4.1ANoteonTerminology
CLSI,asagloballeaderinstandardization,isfirmlycommittedtoachievingglobalharmonizationwheneverpossible.Harmonizationisaprocessofrecognizing,understanding,andexplainingdifferenceswhiletakingstepstoachieveworldwideuniformity.CLSIrecognizesthatmedicalconventionsintheglobalmetrologicalcommunityhaveevolveddifferentlyindifferentcountriesandregions,andthatlegallyrequireduseofterms,regionalusage,anddifferentconsensustimelinesareallimportantconsiderationsintheharmonizationprocess.CLSIrecognizesitsimportantroleintheseefforts,anditsconsensusprocessfocusesonharmonizationoftermstofacilitatetheglobalapplicationofstandardsandguidelines.
1.4.2Definitions
accuracy(ofmeasurement)-closenessofagreementbetweenameasuredquantityvalueandatruequantityvalueofameasurandl²;NOTE1:Theconcept"measurementaccuracy"isnotaquantityandisnotgivenanumericalquantityvalue.Ameasurementissaidtobemoreaccuratewhenitoffersasmallermeasurementerror²;NOTE2:Theterm“measurementaccuracy”shouldnotbeusedformeasurementtruenessandtheterm“measurementprecision"shouldnotbeusedfor"measurementaccuracy”,which,however,isrelatedtoboththeseconcepts'2;NOTE3:“Measurementaccuracy"issometimesunderstoodasclosenessofagreementbetweenmeasuredquantityvaluesthatarebeingattributedtothemeasurand.!2
allowabletotalerror(TEa)-ananalyticalqualitygoalthatsetsalimitforboththeimprecision(randomerror)andbias(systematicerror)thataretolerableinasinglemeasurementorsingletestresult;NOTE1:Forqualitycontrol(QC)planning,itisassumedtherearenospecimen-specificinfluencesbecausetheyareacomponentofoverallmethodperformancethatisnotmonitoredbyastatisticalQCstrategy;NOTE2:Somepublicationsdenoteallowabletotalerroras“ATE.”
analyte-constituentofasamplewithameasurableproperty³;NOTE:In“massofproteinin24-hoururine,”"protein"istheanalyteand“mass”istheproperty.In“concentrationofglucoseinplasma,"“glucose”istheanalyteand"concentration"istheproperty.Inbothcases,thefullphraserepresentsthe
measurand.13
bias(ofmeasurement)-estimateofasystematicmeasurementerrorl²;differencebetweentheexpectationofatestresultormeasurementresultandatruevalue'4;NOTE1:Inpractice,theacceptedreferencevalueissubstitutedforthetruevalue'4;NOTE2:Biasrepresentsthequantitativeexpressionoftrueness.
coefficientofvariation(CV)-(positiverandomvariable)standarddeviation(SD)dividedbythemean'5;NOTE1:TheCViscommonlyreportedasapercentage'5;NOTE2:Thepredecessorterm"relativeSD"isdeprecatedbythetermCV.
controllimit-themostextremevalueofaqualitycontrolmaterialthatisstillconsideredtobeacceptable.
erroneousresult-apatientresultthatfailsitsqualityrequirement;NOTE1:Thequalityrequirementisusuallyexpressedintermsofanallowabletotalerror(TEa)requirement.Ifthemeasurementerrorinapatient'sresultexceedstheTEarequirement,theresultiserroneous;NOTE2:Mayalsobereferredtoasanincorrectresultoranunacceptableresult.
error(ofmeasurement)-measuredquantityvalueminusareferencequantityvalue'?;NOTE1:Theconceptof"measurementerror"canbeusedbotha)whenthereisasinglereferencequantityvaluetoreferto,whichoccursifacalibrationismadebymeansofameasurementstandardwithameasuredquantityvaluehavinganegligiblemeasurementuncertaintyorifaconventionalquantityvalueisgiven,inwhichcasethemeasurementerrorisknown,andb)ifameasurandissupposedtoberepresentedbyauniquetrue
@ClinicalandLaboratoryStandardsInstitute.Allrightsreserved.3
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quantityvalueorasetoftruequantityvaluesofnegligiblerange,inwhichcasethemeasurementerrorisnotknown'²;NOTE2:Measurementerrorshouldnotbeconfusedwithproductionerrorormistake.!2
imprecision-therandomdispersionofasetofreplicatemeasurementsand/orvaluesexpressedquantitativelybyastatistic;NOTE:Itisexpressednumericallyasstandarddeviationorcoefficientofvariation.
mean(arithmetic)//average-sumofrandomvariablesinarandomsampledividedbythenumberoftermsinthesum'5;NOTE:Thesamplemeanconsideredasastatisticisoftenusedasanestimatorforthepopulationmean.Acommonsynonymisarithmeticmean.5
measurand-quantityintendedtobemeasured²;NOTE1:Thespecificationofameasurandrequiresknowledgeofthekindofquantity,descriptionofthestateofthephenomenon,body,orsubstancecarryingthequantity,includinganyrelevantcomponent,andthechemicalentitiesinvolved;NOTE2:InthesecondeditionoftheVIM²andinIEC60050-300:2001,themeasurandisdefinedasthe"particularquantitysubjecttomeasurement”|2;NOTE3:Themeasurement,includingthemeasuringsystemandtheconditionsunderwhichthemeasurementiscarriedout,mightchangethephenomenon,b
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