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The Psychometrics Centre

Cambridge Judge Business School
 

Item Response Theory and Computer Adaptive Testing

A three-day course introducing you to Item Response Theory (IRT) and Computer Adaptive Testing (CAT) using the R open-source statistical computing software and Concerto, the open-source online adaptive test development platform. Get first-hand experience of applying IRT analysis to questionnaire data and create item banks suitable for computer adaptive testing. 

  • Introduction to R and RStudio
  • Basic concepts of Item Response Theory (IRT)
  • Generation of calibrated item banks using R packages
  • Simulating CATs to assess item bank performance
  • Scoring CATs using R
  • Administering CATs using Concerto  

CAT Demos using Concerto Version 5:

Verbal Reasoning

Numerical Reasoning

On-the-fly item generation using Concerto V5:

Verbal Logic

Feedback from previous courses:

"The course was incredibly well pitched.. it was the best course I have ever attended in terms of quality of teaching!"
"The introduction to R was very useful for me, Aiden and Chris were good teachers and very helpful." 
"A really great atmosphere and great teaching that fostered a collaborative learning environment."
"I liked the 'spirit' of the workshop which was intense, motivating and very hands-on - thank you so much for a brilliant course!"
 "An excellent three days; it was incredibly informative, well-paced and well organised."

 

Event Location Dates and Times Price per delegate (exc.VAT) Tutors

Room W4.05
Judge Business School
Trumpington Street

Cambridge CB2 1AG

MAP

8-10 January 2020 (3-day course)
 

Wednesday:
10.00 - 17.00.
Thursday & Friday:
09.30 - 17.00

Business: £995
Academics: £795 
Students: £595 

Click on above links to pay

Dr Aiden Loe

Dr Luning Sun

Prior experience with R is not necessary. Participants should bring their own laptops with the latest version of R installed ( https://www.r-project.org/ ) and also RStudio (http://www.rstudio.com/ide/download/ )

Schedule

Day 1 – Introduction to R and Rstudio

10.00 – 11.30 R and Rstudio installation, Introduction to R

11.30 - 12.30 Data analysis and R basics

12.30 - 14.00 Lunch

14.00 - 15.30 Practical

15.30 - 17.00 Introduction to Concerto, Practical examples and exercises, Questions

Day 2 – Item Response Theory (IRT)

09.30 - 11.00 IRT (Theory), Application of IRT models (Practical)

11.00 - 12.30 Different IRT response scales (dichotomous and polytomous)  (Theory), Analysing polytomous scales using the Rasch model (Practical)

12.30 - 14.00 Lunch

14.00 - 15.30 IRT modelling  of the CESD depression scale (Theory & Practical)

15.30 - 17.00 IRT diagnostics of the CESD depression scale (Theory & Practical), Practical examples and exercises, Revisions and Questions

Day 3 – Computer Adaptive Testing (CAT) with Concerto

09.30 - 11.00 Computer Adaptive Testing (CAT Theory and Practical)

11.00 - 12.30 Firestar simulation of item bank performance (Practical), Programming a polytomous adaptive test using the catR package (Practical)

12.30 - 14.00 Lunch

14.00 - 15.30 Introduction to adaptive testing in Concerto (Theory and Practical)

15.30 - 17.00 Final Revision & Exercise, Certificates and Q&A

Date: 
Wednesday, 8 January, 2020 - 10:00 to Friday, 10 January, 2020 - 17:00
Event location: 
Cambridge, UK

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