Hoorcollege 8
Tentamentickets:
- Morling H5 is aanvullende literatuur.
- Voor elk college is er een theoretische opgave waar je kan oefenen.
- Alle formules die langskomen zijn op een formuleblad te vinden op BB onder assignments.
- Formuleblad krijg je op het tentamen.
- Betekenis van de symbolen moet je je zelf eigen maken.
- Veel komt aan bod in responsiecolleges.
- 2 onderwerpen worden besproken bij responsiecolleges.
- Na practicum maak je de eindopdracht. Dit staat in de practicumopdracht beschreven. De antwoorden van de eindopdracht moet je invoeren in remindo.
Beroepscode van het NIP:
- Integer
- Respectvol
- Verantwoordelijk
- Deskundig
Hier moet je aan voldoen als psycholoog. Persoonskenmerken waarover je moet gaan beschikken. Deze kenmerken kan je meten, maar het zijn abstracte concepten.
Die schatting beschouw je als een puntschatting. Deze metingen zijn feilbaar, niet perfect. Je moet een grens interval geven waartussen het sowieso ligt. Dit is een intervalschatting. Puntschatting is een te ambitieuze uiting van waar je denkt dat het zit. Intervalschatting is een interval. Je moet iets weten van de betrouwbaarheid (precisie) voor je een intervalschatting kan maken.
Operationalisatie
- Theoretisch concept
- De beschrijving van handelingen (operaties) die nodig zijn om de bedoelde eigenschap te meten
- Operationaliseren is lastig.
Valide: dat het integriteit betreft.
Betrouwbaarheid: dat het iets meet dat het ook bij de mensen aanwezig is.
Een puntschatting is een beslissing in onzekerheid. Het is waarschijnlijk geen perfecte meting. Dus je moet weten hoe precies die score 11 is en of dit een goede weergave is. Je moet de onzekerheid dus quantificeren.
Model klassieke testtheorie
Testscore X (testscore) wordt bepaald door:
- Latente of ware score T
- Toevallige meetfout E (error)
Twee invloeden op de testscore.
- De T is de ware score, de echte mate van integriteit die Vera heeft.
- E is de toevallige meetfout (error).
Invloeden:
- De toevallige meetfout. Persoon, Omgeving, Test en Testleider kunnen dit beïnvloeden.
- Je krijgt dus geen indicatie van de precieze ware score.
- Gestandaardiseerde test maken: dan blijft de toevallige meetfout E zo klein mogelijk.
![](https://lh6.googleusercontent.com/1fdgoGrPGQXNnNlsaBbNAVanKNoz966rE6R7u7txqA5JECGdN-OUSC-_pv2o5vAV9N9cwQmWx_HTTEj6wCBxP0qJrend_jxxYpuK0l1YepEDI2oPrUhMlF6cLtXyahicjRrF-k7MVROkVPe_ZRSmHjw)
De E kan een + of een - zijn.
Testscores (meetwaarden X)
- Systematische invloeden
- Wat test beoogt te meten
- Systematische meetfout
- Toevallige invloeden
Ware score T, draagt systematisch bij aan de uitslag van de score. Als je heel integer bent, heb je een hogere score en als je corrupt bent, heb je een lagere score. Maar je hebt ook toevallige invloeden of een systematische meetfout. Over een week ben ik niet minder integer. Dus dan verandert alleen de toevallige meetfout. Dat is dus de betrouwbaarheid. Vaak heb je maar 1 afname.
Validiteit gaat over of de score wel een representatie is van wat je wil meten.
- Valide meting is altijd betrouwbaar, maar daar komt ook bij dat er geen systematische meetfout bij zit.
- Onbetrouwbare meting kan nooit valide zijn.
- Valide meting is per definitie betrouwbaar.
- Gemiddelde (t) is de ware score.
- Maar er is een mate van spreiding. Standaardafwijking zegt iets over de spreiding rond de ware score.
- Hoe groter de spreiding hoe meer het voorkomt dat een testscore heel erg afwijkt van de ware score.
- Je ziet maar 1 score van jouw afname.
Alle verschillen kan je bij elkaar optellen en het gemiddelde daarvan is de gemiddelde afstand tot de ware score. Dat is de standaardafwijking sigma. Dat is dus de standaardmeetfout, want het gaat om een meetinstrument. Standaardmeetfout sigma.
![](https://lh5.googleusercontent.com/GBH2fhZ-5qxWZ_qqett0FoedeSM9YWeERdOXXtjPzTlk7N958mKFDOCavfFRZmoUOcAmwd9cojxVG-kEF_mxQDCLgPu1j0aOjNNJTmJ8aDvbUGzQn2l-8AzEO3zEwKZgUktj2TT3rrq61tOXrXnhA14)
Het zegt iets over de precisie van de meting die ik doe. Standaardmeetfout is een mate van spreiding van meetfouten rond de ware score.
Standaardmeetfout is een maat voor de spreiding van de toevallige meetfout
- De systematische meetfout is gwn de meetfout.
- Het gemiddelde van al die meetfouten is gelijk aan 0. Soms score je iets hoger, dan iets lager.
- Gemiddeld is het gelijk aan 0.
- Voor een individu is de gemiddelde meetfout gelijk aan nul.
- Ook binnen een populatie waar je een vragenlijst afneemt is de gemiddelde meetfout gelijk aan 0.
- Toevallige meetfout is niet systematisch en correleert nergens mee.
- Er is geen samenhang tussen het begrip dat je wil meten en de vastgestelde meetfout.
- Meetfout die bij een ene test maakt, betekent niet dat bij een andere test de meetfout hetzelfde is.
Symbolen
- De rho staat voor correlatie.
- E is de meetfout. E’ is de andere meetfout
- T is de ware score.
Standaardmeetfout
- Standard error of mearuement
- Spreiding van de toevallige meetfout bij oneindig aantal replicaties
- Geeft indicatie van de nauwkeurigheid van de meting in een populatie
- De standaardmeetfout is identiek voor alle individuen waarbijje het instrument afneemt (=aanname)
- Met de standaardmeetfout kunnen we het betrouwbaarheidsinterval afleiden voor de ware score
Standaardmeetfout = de SE, de spreiding van de toevallige fout rondom de ware score bij een oneindig aantal replicaties. Denk aan de normaalverdeling. De standaardfout is identiek voor alle individuen waarbij je het instrument afneemt. Het heeft niet te maken met de integriteit van de onderzoeker.
In de formule: SX is de spreiding van scores op een test
![](data:image/png;base64,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)
rxx’ is een schatting van de betrouwbaarheid.
Model klassieke testtheorie: model die uit probeert te leggen hoe je komt tot een testscore.
- j staat voor het moment
- i staat voor het persoon
- Dat staat soms zo: Eij
- Standaardmeetfout is nodig om te komen tot een intervalschatting.
- Autoriteit op het gebied van tests is de COTAN.
- Doel van de test heeft invloed op wat de eisen van de betrouwbaarheid zijn.
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)
- Testscore is de waarde die je krijgt van de test, de ware score met de toevallige meetfout.
- Groepsafname: veel verschillende afnames op een test
- De spreiding op alle testscores = som van de spreiding van ware scores + de spreiding van toevallige meetfouten.
- De S kwadraat staat voor variantie. Dit is een maat voor spreiding van scores.
Dan kunnen we betrouwbaarheid berekenen.
- Betrouwbare testscore is een score waar met name het ware score deel, bijna volledig bepalend is voor de testscore die je krijgt.
- Als het 1 is, dan is de ware score hetzelfde als de testscore. Dat is eigenlijk nooit, want je hebt te maken met de toevallige meetfout.
- Dat is de onderste rxx’ formule.
- Hoe dichter bij 1, hoe betrouwbaarder de test. Hoe dichter bij 0, hoe onbetrouwbaarder de test.
- Error neemt toe? Neemt rxx’ af. Als error 0 wordt, is rxx’ 1.
- De betrouwbaarheid zegt iets over het aandeel van de ware score op het totaal.
De ware score kennen we helemaal niet. We moeten de betrouwbaarheid moeten we dus op een andere manier schatten dan deze formule. De ware score moeten we juist weten door de test. We kunnen het dus niet gebruiken voor het vaststellen van de betrouwbaarheid.
Schatting betrouwbaarheid
- Test-hertest betrouwbaarheid
- Paralleltest betrouwbaarheid
- Split-half betrouwbaarheid
- Cronbach's alfa
Error is een andere naam voor de toevallige meetfout.
Test-hertest methode.
- Over de tijd zijn de scores op hetzelfde instrument hetzelfde bij dezelfde groep.
- Correlatie is een getal tussen -1 en +1. Negatieve betrouwbaarheid bestaat niet. Dus tussen 0 en 1 is een schatting van de betrouwbaarheid.
- Probleem: je kent het instrument al: leereffect.
Oplossing?
- Een andere test gebruiken die uit dezelfde verzameling van vragen getrokken worden. Een parallel test.
- De ene test noemen we X en de andere test noemen we X’. Andere test, maar wel een gelijkwaardige test.
- Probleem: moeilijk te realiseren om een strikte parallelle test te maken.
- Maar bij cognitieve tests lukt dat wel: rekenvaardigheid en taalvaardigheid.
Oplossing:
- Binnen een test twee helften van een test nemen.
- Correlatie tussen die helften geeft een schatting voor de betrouwbaarheid.
- Gecorrigeerde correlatie is het, hoef je niet te weten.
- Probleem: hoe splits je dan? Elke tweedeling levert een iets andere schatting van de betrouwbaarheid op.
Laatste optie
- Het gemiddelde van alle split-half correlaties.
- Alle splitsingen en dan de gemiddelde correlatie daartussen.
- Dan heb je de Cronbach’s alfa.
- Meet de samenhang tussen de items.
- Probleem: van toepassing bij schalen met een Likert schalen. Geordende antwoordcategorieën met meer dan 3, 4, 5 categorieën.
- Cronbach’s alfa voor items met meer dan 2 geordende antwoordcategorieën.
- De verzameling van items moeten allemaal een beroep doen op het kenmerk dat je wil meten. Elk item afzonderlijk moet dat hebben.
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)
Som van de itemvarianties. Werkelijke betrouwbaarheid is waarschijnlijk wel ietsje hoger. Daarom ondergrens voor de schatting van de betrouwbaarheid. De waardering is afhankelijk doel van de meting. Gebruikt worden voor diagnostiek: belangrijke beslissingen.
Ondergrens voor de Cronbach's alfa is vaak .080. Dit ligt echter aan het niveau waarop je de test uitvoert.
- Hoe meer vragen in een test, hoe betrouwbaarder de test.
- Als de groep homogeen is over het kenmerk dat ik wil meten, dan heeft dat invloed op de betrouwbaarheidsschatting.
- Ik moet een goede representatie van de doelgroep van de test hebben. Die moet hetzelfde zijn als mijn doelgroep.
- Hoe meer spreiding in ware scores, hoe betrouwbaarder de test. Je moet een heterogene groep hebben.
- Speedtest in een bepaalde tijd. Speedtest is niet geschikt om cronbach’s alfa te gebruiken. Sommige vragen kunnen dan niet beantwoord worden.
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)
Je hebt een ondergrens en een bovengrens voor een betrouwbaarheidsinterval.
- Rondom de verkregen score. Xij + is de bovengrens, - is de ondergrens.
- z-scores zijn gestandaardiseerde scores. Drie z-scores zijn belangrijk.
![](https://lh4.googleusercontent.com/OZNf22IhHHD-46FdHAsLdYiWHmA1wwyfMQVNLIvAXGiAcwwq32sj72fFM1v0VCQIWwXx3-GrNqmxT_Kp2d91w-qY7m2nWHtyxZmgp-cl1gcE-Ae8eLx3puKvR21lwKDXLfCgJB9W92U4CTdSKf__AzU)
Puntschatting is de testscore die je krijgt. Hercodering is nodig, want veel punten is veel integriteit. Maar niet elke vraag is in de juiste richting.
![](https://lh3.googleusercontent.com/cyY2FomKrjdR_CsTcw5le5VSMSqPkwJMMP-Ra67qqg7VsLLy1cumX5xrWHVKnvfvqckxJMn75wVEyL8yHav6c46OzhPCXvYlGQSilYuAlRF45AA8_dGvHGriqL6GX3X_X7-ukfQJvSoFuD2kg8hxs34)
- Spreiding van de scores is 3.35
- Schatting van betrouwbaarheid was 0.86
- Nu kan je het betrouwbaarheidsinterval berekenen.
- Voor IQ heb je ook een betrouwbaarheidsinterval. Dus soms kan je in rechtszaken niet weten of iemand ontoerekeningsvatbaar.
Leer de 7 criteria voor de COTAN.
- Is er een systematische invloed op de test?
- Meting betrouwbaar? Toevallige fout is gering. Maar kan nog steeds groot aandeel hebben van een systematische fout.
- Valide meting heeft kleine toevallige en kleine systematische fout.
Inhoudsvaliditeit.
- Deskundigen oordeel
- Gebruikersoordeel: face validity: of aan deskundigen of aan gebruikers vragen we: wat denken jullie dat deze test meet?
Begripsvaliditeit.
- Relaties van mijn testscores met andere kenmerken waar het wel of niet mee samenhangt.
- Binnen een instrument ook verwachting over relaties. Alle afzonderlijke items moeten samenhangen. Daar meer over later.
Criteriumvaliditeit.
- Als een test als doel heeft om iets te voorspellen in de toekomst.
- Dan zou dat chill zijn als hij dat ook doet. Is hij bruikbaar voor zo’n voorspelling?
We gebruiken bij inhoudsvaliditeit deskundigen of gebruikers.
Leer inhoudsvaliditeit, begripsvaliditeit, convergente en divergente validiteit en criteriumvaliditeit. (Zie mijn aantekeningen van KOM voor meer uitleg).
Dit zijn dus allemaal vormen om te beoordelen of de test meet wat het beoogt te meten en doet wat het beoogt te doen.
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