A Review of Strategies for Validating Computer-Automated Scoring

A Review of Strategies for Validating Computer-Automated Scoring

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时间:2019-06-03

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1、APPLIEDMEASUREMENTINEDUCATION,15(4),391–412Copyright©2002,LawrenceErlbaumAssociates,Inc.AReviewofStrategiesforValidatingComputer-AutomatedScoringYongweiYangTheGallupOrganizationLincoln,NEChadW.BuckendahlUniversityofNebraska–LincolnPiotrJ.JuszkiewiczandDennisonS.BholaTheG

2、allupOrganizationLincoln,NEComputer-automatedscoring(CAS)isbecomingapopulartoolinassessment.Vari-ousstudieshavebeenconductedtoassessthequalityofCAS-system-generatedscores.Thereisthenaneedforasystematicexaminationofthesestudiesinthecontextofcontemporaryvalidityconceptsand

3、currentpractice.ThisarticlestartswithabriefintroductiontocurrentCASsystems.Next,wereviewthecurrentpracticeofvalidatingCAS-system-generatedscores.Finally,wepresentaconceptualframeworkandgen-eralrecommendationsfordesigningvalidationstudiesforCASprocedures.Withtheadventofne

4、wtechnologies,computer-automatedscoring(CAS)systemsforscoringconstructed-responseandperformanceactivities(e.g.,essay)areemerg-ingaspopulartoolsinvarioustestingprograms.DifferentCASprocedureshaveyieldedarangeofresultsbut,generally,ahighlevelofcorrespondencebetweenthescore

5、sproducedbyhumanscorersandCASsystemsisreported.Althoughthisevidenceofreliabilityisvaluable,questionsariseaboutthevalidityofthescoresgeneratedfromthesescoringprocesses.IfcomparableresultsaregeneratedusingaCASsystem,whatarethetheoreticalandempiricalimplicationsthatarisefro

6、musingthisnewtechnology?RequestsforreprintsshouldbesenttoYongweiYang,TheGallupOrganization,301South68thStreetPlace,Lincoln,NE68510.E-mail:yongwei_yang@gallup.com392YANG,BUCKENDAHL,JUSZKIEWICZ,BHOLAAlthoughageneralframeworkforavalidationdesignhasbeenofferedinthecomputeriz

7、edtestingarena(Bennett&Bejar,1998),moresystematicexamina-tionsofCASsystemsinthecontextofcurrentpracticeandcontemporaryvalidityconceptsneedtobepresented.Theseexaminationswillprovideamorecompre-hensiveevaluationofthequalityofthevalidityevidencereportedinthesenewerareasofte

8、sting.Thisarticlepresentsaconceptualframeworkfordesigningvalida-tionstudiesforCASprocedures.Webaseourco

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