STUDIA UBB PSYCHOL.-PAED., LXIX, 1, 2024, p. 5-26
(Recommended Citation)
DOI:10.24193/subbpsyped.2024.1.01
©2024 STUDIA UBB PSYCHOL.-PAED. Published by Babeș-Bolyai University.
This work is licensed under a Creative Commons Attribution-
NonCommercial-NoDerivatives 4.0 International License
The comparison of several factorial structures of
the Cornell Critical Thinking Test Level Z
Andrea BARTA
1,*
, Borbála TAMÁS
1
, Tünde PÓKA
1,2
ABSTRACT. The Cornell Critical Thinking Test (CCTT) level Z is a broadly applied
instrument for the measurement of undergraduate, gifted students’ and adults’
critical thinking abilities, however, there is a lack of studies in the literature
investigating its factorial structure. The test developers emphasize the
interpretation of the test results as a general critical thinking factor, including
different cognitive abilities, but also highlight the overlap between the items of the
subfactors. The aim of the study is the investigation of internal consistency, the
comparison of different factorial structures (unidimensional, correlated, and
hierarchical models), and gender invariance testing of the CCTT level Z. Hungarian-
speaking undergraduate students participated in the study (N = 825). For the
confirmatory factor analysis (CFA) the Mplus version 8.7, with weighted least
squares mean and variance adjusted estimation was used. Measurement
invariance of the test across genders was analyzed using Muthén’s two-step
procedure for dichotomous data. The results indicated that the correlated four-
factor and second-order structures of the test exceeded the acceptable model fit
criteria. Post hoc inspection was conducted on the second-order four-factor model,
indicating a shortened 22-item version of the test (with a general critical thinking
factor, including four subfactors: deduction, meaning and fallacies, induction,
assumption identification) with excellent fit indices [χ2 (203) = 259.309, CFI = .967,
TLI = .963, RMSEA = .018, SRMR = .056]. Configural and scalar invariance of the
abbreviated Hungarian version of the test across genders were confirmed.
Keywords: critical thinking, undergraduate students, confirmatory factor
analysis, measurement invariance
1
Department of Applied Psychology, Faculty of Psychology and Educational Sciences, Babeș-
Bolyai University, Cluj-Napoca, Romania
2
Evidence Based Psychological Assessment and Interventions Doctoral School, Babeș-Bolyai
University, Cluj-Napoca, Romania
* Corresponding author: andrea.barta@ubbcluj.ro