"Cohen on item response theory” – Article summary

The item response theory (latent trait theory) provides a way to model the probability that a person with X ability will be able to perform at level of Y. It models the probability that a person with X amount of a personality trait will exhibit Y amount of that trait on a test that is supposed to measure is. This theory focusses on the relationship between a testtaker’s response to an individual test item and that testtaker’s standing on the construct being measured.

Discrimination signifies the degree to which an item differentiates among people with higher or lower levels of the trait. Items can be given different weight in the item response theory. In classical test theory, there are no assumptions about the frequency distribution of test scores.

There are several assumptions of the item response theory:

  1. Unidimensionality
    This assumption states that the set of items measures a single continuous latent construct. This assumption does not neglect minor dimensions, although assumes one dominant dimension underlying the structure.
  2. Local independence
    This assumption states that there is a systematic relationship between all of the test items and this relationship has to do with the level of a person on the construct of interest. If this assumption is met, then the differences in responses to items are reflective of differences in the underlying trait or ability.
  3. Monotonicity
    This assumption states that the probability of endorsing or selecting an item response indicative of higher levels of the construct should increase if as the level of the underlying construct increases.

Local dependence refers to the fact that items can be dependent on another factor than what the test as a whole is measuring. Locally dependent items have higher inter-item correlations and it may be controlled for by combining the responses to a set of locally dependent items into a separate subscale within the test. The theta level refers to the level of the underlying construct.

The probabilistic relationship between a testtaker’s response to a test item and that testtaker’s level on the latent construct being measured can be expressed in the item characteristic curve (ICC).

IRT enables test users to better understand the range of the underlying construct for which an item is most useful in discriminating among groups of testtakers. This can be done using the information function.

Information refers to the precision of measurement.

Items with low information prompt the test developer to consider the possibility that the content of the item does not match the construct measured by the other items (1), the item is poorly worded (2), the item is too complex (3), the placement of the item in the test is out of context (4) or cultural factors may be operating to weaken the item’s ability to discriminate between groups (5).

Image

Access: 
Public

Image

Join WorldSupporter!
This content is used in:

Scientific & Statistical Reasoning – Summary interim exam 5 (UNIVERSITY OF AMSTERDAM)

Scientific & Statistical Reasoning – Article summary (UNIVERSITY OF AMSTERDAM)

Search a summary

Image

 

 

Contributions: posts

Help other WorldSupporters with additions, improvements and tips

Add new contribution

CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Image CAPTCHA
Enter the characters shown in the image.

Image

Spotlight: topics

Check the related and most recent topics and summaries:
Institutions, jobs and organizations:
Activities abroad, study fields and working areas:
This content is also used in .....

Image

Check how to use summaries on WorldSupporter.org

Online access to all summaries, study notes en practice exams

How and why use WorldSupporter.org for your summaries and study assistance?

  • For free use of many of the summaries and study aids provided or collected by your fellow students.
  • For free use of many of the lecture and study group notes, exam questions and practice questions.
  • For use of all exclusive summaries and study assistance for those who are member with JoHo WorldSupporter with online access
  • For compiling your own materials and contributions with relevant study help
  • For sharing and finding relevant and interesting summaries, documents, notes, blogs, tips, videos, discussions, activities, recipes, side jobs and more.

Using and finding summaries, notes and practice exams on JoHo WorldSupporter

There are several ways to navigate the large amount of summaries, study notes en practice exams on JoHo WorldSupporter.

  1. Use the summaries home pages for your study or field of study
  2. Use the check and search pages for summaries and study aids by field of study, subject or faculty
  3. Use and follow your (study) organization
    • by using your own student organization as a starting point, and continuing to follow it, easily discover which study materials are relevant to you
    • this option is only available through partner organizations
  4. Check or follow authors or other WorldSupporters
  5. Use the menu above each page to go to the main theme pages for summaries
    • Theme pages can be found for international studies as well as Dutch studies

Do you want to share your summaries with JoHo WorldSupporter and its visitors?

Quicklinks to fields of study for summaries and study assistance

Main summaries home pages:

Main study fields:

Main study fields NL:

Follow the author: JesperN
Work for WorldSupporter

Image

JoHo can really use your help!  Check out the various student jobs here that match your studies, improve your competencies, strengthen your CV and contribute to a more tolerant world

Working for JoHo as a student in Leyden

Parttime werken voor JoHo

Statistics
2084