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QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Quantified Student
OWD 2017
Rotterdam
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
De naamgeving
Het Idee
Het doel
De organisatie
Quantified Student Community:
Quantifiedstudent.nl is a community that is exploring
if it is possible to enhance study succes by collecting data
about student behavior and feeding that information
back to the student.
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
ONLINE (LA)
Bv. Content bekijken
Bv. Toetsen
Bv. Inlog
Bv. Time on LMS
Bv. Oefeningen
Bv. Inlevertijden
STATISCH
Bv. Vooropleiding
Bv. Inschrijfmoment
Bv. Leeftijd
Bv. Eerdere punten
Bv. plaats
Bv. Voortgang-ECTS
ONDERWIJS
Bv. Feedback
Bv. Activiteit
Bv. OCSE
Bv. TBL
Bv. Peer review
Bv. Incognito Pat
STUDENT
Bv. Biometrie
Bv. Wifi Data
Bv. App-gedrag
Bv. Gymbezoek
Bv. Studie-uren
Bv. Kantine-menu
OMGEVING
Bv. Gebouw-Co2
Bv. Kantine
Bv. Weer
Bv. Openb. Vervoer
Bv. Daglicht
Bv. Gebouw-temp
1. Verzamelen data, daarna duiden door om te zetten in informatie. Waar
mogelijk verschillende bronnen combineren.
2. Op geaggregeerd nivo rapporteren. Op individueel nivo teruggeven aan de
student zelf.
ONTWERPEISEN
Informatie terug naar de student
<- Research – effects ->
Geen Big Brother. Big Mother
Experimenteer MET onderwijs
Geen onderzoek vooraf
Opschalen als mobile
Samen met andere instellingen
Binnen privacy wetgeving
Transparant over alle projecten
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Wie heeft antwoorden
en de juiste vragen?
Quantifiedstudent.nl
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Apps en ‘inhouse’ data
Projecten Fontys 2015-
2017
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
FEELINGS -> 0.6
EXPERTS -> 0.7
ALGORITM -> 0.75
SIMPLE FORMULA -> 0.82
RATE OF SEXUAL INTERCOURSE
MINUS RATE OF ARGUMENTS > 1
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
FEELINGS -> 0.6
EXPERTS -> 0.7
ALGORITM -> 0.75
SIMPLE FORMULA -> 0.82
HOURS ON CAMPUS MINUS HOURS
SCHEDULED > 1
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIED STUDENT PROGRAM
www.quantifiedstudent.nl
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
PART OF OUR EDUCATION – NO
SCIENTIFIC DISCUSSION – PRIVACY
IS KEY – TRANSPARENT
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
NO BIG BROTHER
BIG MOTHER !!
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
https://www.youtube.com/watch?v=qDLv5SpmD
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
CAN YOU BUILD A
RUNKEEPER APP
FOR STUDYING ?
JOIN US: WWW.QUANTIFIEDSTUDENT.NL
AND THERE IS MORE ->
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Projecten 2:
Medium (Onderwijs) data
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Waar hebben we het dan over?
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Medium Data: 3 vragen
Hoe
organiseer je
dit in het
onderwijs?
Programmatic
Assessment +
EPA’s
01
Zonder het
onderwijs te
verstoren?
Integraal
vastleggen
02
Geef het
betekenis voor
de student
Geef
Quantified
feedback
03
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
1: Hoe organiseer je dit in het
onderwijs?
Hoe: Programmatic Assessment +
Wat: EPA’s
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Cijfers zeggen niet genoeg
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
1st year 2nd year 3rd year 4th year
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Big
Individual
Programmatisch toetsen
Apps that record
Your Education
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
Leeractiviteit+toets
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Knows
Shows how
Knows how
Does
Knows
Feitgerichte toetsen:
MCQ, open vragen, mondeling…..
Knows how
(Klinisch) Contextuele toetsen:
MCQ, open vragen, mondeling…..
Shows how
Performance assessment in vitro:
OSCE, SP-based test…..
Does
Performance assessment in vivo:
KKB, 360۫ …, Peer, Video, Incognito Pat, Video…….
Toetsvormen
Bron: Prof. Cees van der Vleuten
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Wat? + Entrustable Professional
Activities
Hoe zorgen we dat we ook zuiver kunnen meten?
Een beproefde manier om professionals op te
leiden
• Redesign education to Entrustabel Professional Activities: US National Library of Medicine
National Institutes of Health
• Nuts and Bolts of Entrustable Professional Activities
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3613304/
• Prof.dr. Th.J. (Olle) ten Cate
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Beeld bij programmatisch toetsen
In combinatie met EPA
Naar idee van: Prof. Cees van der Vleuten
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
2: Zonder het onderwijs
te verstoren?
Make it easy
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Record Education with Smart Apps
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Apps
• Team based learning
• OSCE (stationstoetsen)
• Peer-evaluation/peer feedback
• 360-Feedback
• Rubrics
• Narratief
• …..+20…..
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Giving
feedback
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Hoeveel data?
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Totaal data groei
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
578747
136203 131317 137000
76140 74102
58689
47575
36670
0
100000
200000
300000
400000
500000
600000
700000
1 2 3 4 5 6 7 8 9
Aantal feedbacks
ACTA Tandheelkunde
AMC Geneeskunde
Huisartsopleiding
Ouderengeneeskunde
Radboudumc Geneeskunde
Radboudumc Health academy
UMCG Geneeskunde
UMCG Tandheelkunde
UMCU Geneeskunde
Verloskunde Amsterdam/Groningen
(Volgorde is alfabetisch en komen niet
overeen met de volgorde in de
grafiek)
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
3: Geef het betekenis
Geef Quantified feedback
Quantified Student Community:
Quantifiedstudent.nl is a community that is
exploring
if it is possible to enhance study succes by
collecting data
about student behavior and feeding that
information
back to the student.
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Quantified Student
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Presenting
feedback
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Echte
plaatjes
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NL_QUANTIFIEDSTUDENT.NLQUANTIFIEDSTUDENT.NL
Dank &
Vragen

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Presentatie Quantifiedstudent Onderwijsdagen 2017 Rotterdam

Editor's Notes

  1. Welkom door Rens en Roel
  2. Uitleggen dat we gestart zijn met dit project in 2015 (in een dialoog tussen Rens en Roel). De NAAMGEVING van het project is ingegeven door de Quantified Self Beweging. Dit is een beweging die voor het eerst aangeduid werd door Kevin Kelly en Gary Wolff en als idee heeft dat mensen van alles aan zichzelf meten om ‘betere’ mensen te worden. Zoals Radiohead in zijn lied zegt: Fitter, Happier, Smarter, etc… Daar valt heel veel over te zeggen, en je kunt er ook in doorslaan. Meten zou je ook wel eens ongelukkig kunnen maken. Maar in balans lijkt het een goed plan en studenten zijn ook mensen (echt waar!). Het IDEE van de Quantified Student is dus dat je van alles meet aan de student, dat je hetgeen je gemeten hebt om zet in informatie en dat je die teruggeeft aan de student met als doel om studie succes te verhogen. Het DOEL van het programma is om uit te zoeken welke data je moet en kunt verzamelen en welk effect dat heeft. Het doel is echter ook om te experimenteren en te leren. Daarom worden vele projecten ook gedraaid door studenten en zijn ze onderdeel van het onderwijsproces. Het programma is bij uitstek opgezet als een innovatief programma, wat ook wil zeggen dat de toekomst nog niet heel duidelijk is. Quantified Student is een initiatief van Parantion en Fontys Hogescholen (de dienst en het instituut IT). Er is geen strakke ORGANISATIE, maar een community die projecten doet op dit gebied en resultaten verzamelt. Iedereen die een project heeft of mee wil doen, is meer dan welkom! Een vraag die vaak opkomt, is hoe Quantified Student zich verhoudt tot zaken als Learning Analytics en BI. Om dat te duiden, is er een concept framework gemaakt.
  3. De essentie van het QS – programma is dat er data wordt verzameld over de student en dat die data als informatie weer terug gaat naar de student om de student te helpen. Geaggregeerd kan die data ook helpen om onderwijsprocessen te verbeteren. Het is NIET de bedoeling dat anderen (docenten, SLB-ers, etc…) kijken naar de INDIVIDUELE data van de student, tenzij de student besluit om dat te delen. De projecten in het programma richten zich vooral op nieuwe manieren van toetsen en meten (EPA’s), de student zelf en de omgeving van de student. Soms wordt data uit één bron als informatie aan de student gegeven (bv. hoe vaak ben je on campus) soms worden combinatie gemaakt. Bijvoorbeeld, als het koeler is dan 3 graden voor 9 uur, kom je niet uit je bed. Koop een trui!Hier en daar wordt deze data ook gecombineerd met Leaning Analytics en Statische data. Deze onderdelen hebben echter minder de aandacht, alhoewel dat zo kan veranderen. Daarnaast houden de projecten in het QS – programma zich aan een aantal heldere ontwerpeisen.
  4. De bedoeling hier is om nog eens te onderschrijven dat het platform bedoeld is om kennis te ontwikkelen over QS en dus dat we zoveel mogelijk mensen aan willen haken. En dat wij er veel van weten maar ook nadrukkelijk nog input van de community zitten te wachten.
  5. Ik heb er 2015 van gemaakt.
  6. Ervaringen uit de gezondheidszorg hebben geleid tot het inzicht dat cijfers en competenties eigenlijk nog te weinig zeggen
  7. Dit zijn big data analyses van een anonieme dataset van een UMC, gebruikt door een Promovendus.