Understanding Item Response Theory: A New Approach to Testing, Study notes of Statistics for Psychologists

An introduction to item response theory (irt), a statistical model used to analyze the relationship between test scores and ability levels. Irt offers several advantages over classical test theory (ctt), including test-independent true scores, sample-independent item parameters, and freedom from the parallel test assumption. The document also includes a historical perspective and a reference to hambleton's paper.

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2011/2012

Uploaded on 11/21/2012

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** Item Response Theory **
Ch. 1: Background
I. Classical Test Theory (CTT)
A. Model
1. Xip = Tip +Eip
An observed score for test i and person p is a composite of true test score
of test I and person p and error score of test I and person p.
2. The model is a tautology, which cannot be proved or disproved.
3. The model, however, has serious practical problems.
B. Shortcomings of CTT
1. Test-dependent true score: An examinee’s true score depends on the
difficulty level of a test.
2. Sample-dependent item parameters: The item parameter scores depend on
the ability of examinees.
3. The parallel test assumption is hard to meet in practice.
4. CTT provides no basis for an examinee’s performance estimates for an
item since it is a test-oriented model.
II. Hope for an ideal test model
A. Test-independent true score (ability or proficiency).
B. Sample-independent item parameters.
C. Free from the parallel test assumption.
D. Handling an examinee’s performance for each item.
III. Historical Perspective (Handout)
IV. Hambleton’s paper.
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** Item Response Theory **

Ch. 1: Background

I. Classical Test Theory (CTT) A. Model

  1. Xip = Tip +Eip An observed score for test i and person p is a composite of true test score of test I and person p and error score of test I and person p.
  2. The model is a tautology, which cannot be proved or disproved.
  3. The model, however, has serious practical problems.

B. Shortcomings of CTT

  1. Test-dependent true score: An examinee’s true score depends on the difficulty level of a test.
  2. Sample-dependent item parameters: The item parameter scores depend on the ability of examinees.
  3. The parallel test assumption is hard to meet in practice.
  4. CTT provides no basis for an examinee’s performance estimates for an item since it is a test-oriented model.

II. Hope for an ideal test model A. Test-independent true score (ability or proficiency). B. Sample-independent item parameters. C. Free from the parallel test assumption. D. Handling an examinee’s performance for each item.

III. Historical Perspective (Handout)

IV. Hambleton’s paper.

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