“Thumbs up”: response bias in assessing vocational interests using verbal and pictorial formats

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Authors: Patrícia Teixeira Santos, Felipe Valentini, Leonardo Botinhon de Campos, Letícia da Silva de Souza, Gustavo Henrique Martins, Sanshayne Martins de Souza Ribeiro, Lívia Rodrigues Mendes, Anny Gabrielli de Almeida, Martha Clemente, Leonardo de Barros Mose, Ricardo Primi
Cited by: 0
References: 43

Abstract

This study examined how acquiescent responding influences vocational-interest items and evaluated the equivalence of a new Pictorial Inventory of Vocational Interests (PIVI) and a parallel verbal form (VIVI). A sample of 179 participants completed the instruments and a brief set of “bogus” preference items indexing acquiescence. Using SEM, we fit baseline CFA models and MIMIC models with the acquiescence index predicting item responses. Internal-structure analyses showed acceptable fit consistent with the RIASEC model in both formats, with adequate factor loadings. We then tested invariance of item parameters across formats (configural, metric, scalar): model fit changed minimally when factor loadings and thresholds were constrained equal (ΔCFI < .01; ΔRMSEA < .01), supporting metric and scalar invariance. Acquiescence exerted direct effects on multiple items in both formats, with the pictorial version slightly less vulnerable. At the scale level, acquiescence correlated more strongly with profile elevation than with differentiation. Overall, pictorial assessments appear to be a viable alternative for measuring vocational interests, and the results underscore the importance of modeling response bias when measuring vocational interests.

Fields of Study & Subjects

Psychometric Methodologies and Testing Medical Education and Admissions Reliability and Agreement in Measurement

Publication details

Journal / source
International Journal of Testing
Volume
26
Issue
2
Pages
104–120
Publication date
9 January 2026
Language
EN