Intelligence quotient and meaningful learning in civil engineering students at a private university in Peru

Authors

  • Ronald Floriano Rodriguez Universidad Tecnológica del Perú UTP - (PE), Perú
  • Luis Fernando Espejo Chacón Universidad César Vallejo - (PE)
  • Roberto Valles Celiz Universidad César Vallejo - (PE)
  • Pier Haroll Carmona Fuentes Pontificia Universidad Católica del Perú - (PE)
  • Luis Enrique Meléndez Calvo Universidad César Vallejo - (PE)
  • César Luis Peña Cruzalegui Universidad César Vallejo - (PE)
  • Fiorella Stacy Meléndez Calderón Universidad César Vallejo - (PE)

DOI:

https://doi.org/10.18687/LACCEI2026.1.1.1162

Keywords:

meaningful learning, cognitive abilities, IQ, higher education, civil engineering

Abstract

The objective of this research was to analyze the relationship between IQ and meaningful learning in civil engineering students at a private university in Peru. A quantitative approach was adopted, with a non-experimental design, descriptive correlational scope, and cross-sectional nature. The sample consisted of 139 students, selected through intentional non-probabilistic sampling. The Wechsler Adult Intelligence Scale, fourth edition, was used to measure IQ, while meaningful learning was assessed using a Likert-type questionnaire validated by experts, considering the representational, conceptual, and propositional dimensions. Statistical analysis was performed using Spearman's Rho coefficient, revealing positive and statistically significant relationships between the variables studied. The results show a high correlation between overall IQ and meaningful learning, as well as relevant associations in the dimensions of verbal comprehension, perceptual reasoning, working memory, and processing speed. In conclusion, it is confirmed that cognitive abilities are linked to meaningful learning.

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Published

2026-07-27

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

LACCEI retains copyright of all published articles under the terms of its copyright transfer agreement. As the copyright holder, LACCEI distributes the articles to the public under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).

How to Cite

Floriano Rodriguez, R., Espejo Chacón, L. F., Valles Celiz, R., Carmona Fuentes, P. H., Meléndez Calvo, L. E., Peña Cruzalegui, C. L., & Meléndez Calderón, F. S. (2026). Intelligence quotient and meaningful learning in civil engineering students at a private university in Peru. LACCEI, 1(14). https://doi.org/10.18687/LACCEI2026.1.1.1162

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