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Development and validation of a short form for the Raven's Coloured Progressive Matrices using a machine learning

Charles Chiu Hung Yip1, Terry Tin-Yau Wong1, Brandon Hoi Dick Wong1

  • 1Department of Psychology, The University of Hong Kong, Pokfulam, Hong Kong.

The British Journal of Developmental Psychology
|January 24, 2025
PubMed
Summary

A new 12-item Raven's Coloured Progressive Matrices (CPM) short form effectively measures cognitive ability in preschoolers. This validated tool offers a practical, efficient alternative to the full 36-item CPM for research.

Keywords:
Raven's Coloured Progressive Matricesdevelopmental researchfluid intelligencegeneral cognitive abilityshort formyoung children

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Area of Science:

  • Psychology
  • Developmental Psychology
  • Educational Psychology

Background:

  • Raven's Coloured Progressive Matrices (CPM) is crucial for assessing general cognitive ability in children.
  • The full 36-item CPM presents administration challenges in large-scale studies with young children due to time constraints.
  • Developing a shorter, psychometrically sound version is essential for research efficiency.

Purpose of the Study:

  • To develop and validate a short form of Raven's Coloured Progressive Matrices (CPM) suitable for preschoolers.
  • To assess the psychometric properties of the new short form, including reliability and validity.
  • To provide a more practical tool for measuring cognitive ability in young children within research settings.

Main Methods:

  • A 12-item CPM short form was developed using penalised regression on a sample of 336 preschoolers (mean age 5.8 years).
  • Statistical analyses were conducted to evaluate item stability, content validity, and concurrent validity.
  • The short form's correlation with the full 36-item CPM was assessed.

Main Results:

  • The 12-item CPM short form showed a very strong correlation (r=.94) with the full 36-item CPM.
  • The short form demonstrated good item stability, content validity, and concurrent validity.
  • The developed short form proved to be a reliable and valid measure of general cognitive ability.

Conclusions:

  • The 12-item CPM short form is a psychometrically sound and practical alternative to the full version for assessing cognitive ability in preschoolers.
  • This short form enhances research efficiency and practicality in developmental and educational studies.
  • The validated CPM short form supports its use in large-scale research involving young children.