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Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking
Complex thinking is a cognitive skill that focuses on the integrated analysis and synthesis of information with a systemic and critical perspective that enables creative decision-making in the face of complex realities or challenges. At the educational level, it is valued as a transdisciplinary comp...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607247/ https://www.ncbi.nlm.nih.gov/pubmed/37888434 http://dx.doi.org/10.3390/jintelligence11100202 |
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author | Vázquez-Parra, José Carlos Cruz-Sandoval, Marco Suárez-Brito, Paloma |
author_facet | Vázquez-Parra, José Carlos Cruz-Sandoval, Marco Suárez-Brito, Paloma |
author_sort | Vázquez-Parra, José Carlos |
collection | PubMed |
description | Complex thinking is a cognitive skill that focuses on the integrated analysis and synthesis of information with a systemic and critical perspective that enables creative decision-making in the face of complex realities or challenges. At the educational level, it is valued as a transdisciplinary competency, meaning it is relevant for individuals regardless of their profession or field of study. This article presents the results of measuring the perceived achievement of complex thinking among 830 graduating students from a technological university in Mexico, aiming to identify possible significant differences based on their discipline or major. Methodologically, a multivariate descriptive statistical analysis was performed using R and RStudio software, including calculation of means and standard deviations, violin plots, boxplot and ANOVA significance analysis, and t-test. The results show that the differences were not statistically significant in all the disciplines, although it is possible to note significant differences, which reveals a differentiated behavior in the process of formation and development of complex thinking according to the discipline of study. In conclusion, the present study shows that the students’ areas of training are associated with differences in perception of complex thinking and its associated sub-competencies, thus differentiating this ability in their graduation profile. This article contributes to the existing literature on the formation and development of complex thinking and its sub-competencies as relevant professional skills for lifelong learning. |
format | Online Article Text |
id | pubmed-10607247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106072472023-10-28 Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking Vázquez-Parra, José Carlos Cruz-Sandoval, Marco Suárez-Brito, Paloma J Intell Article Complex thinking is a cognitive skill that focuses on the integrated analysis and synthesis of information with a systemic and critical perspective that enables creative decision-making in the face of complex realities or challenges. At the educational level, it is valued as a transdisciplinary competency, meaning it is relevant for individuals regardless of their profession or field of study. This article presents the results of measuring the perceived achievement of complex thinking among 830 graduating students from a technological university in Mexico, aiming to identify possible significant differences based on their discipline or major. Methodologically, a multivariate descriptive statistical analysis was performed using R and RStudio software, including calculation of means and standard deviations, violin plots, boxplot and ANOVA significance analysis, and t-test. The results show that the differences were not statistically significant in all the disciplines, although it is possible to note significant differences, which reveals a differentiated behavior in the process of formation and development of complex thinking according to the discipline of study. In conclusion, the present study shows that the students’ areas of training are associated with differences in perception of complex thinking and its associated sub-competencies, thus differentiating this ability in their graduation profile. This article contributes to the existing literature on the formation and development of complex thinking and its sub-competencies as relevant professional skills for lifelong learning. MDPI 2023-10-20 /pmc/articles/PMC10607247/ /pubmed/37888434 http://dx.doi.org/10.3390/jintelligence11100202 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Vázquez-Parra, José Carlos Cruz-Sandoval, Marco Suárez-Brito, Paloma Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking |
title | Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking |
title_full | Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking |
title_fullStr | Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking |
title_full_unstemmed | Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking |
title_short | Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking |
title_sort | perception of the level of competency of candidates for graduation: a multidisciplinary approach to complex thinking |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607247/ https://www.ncbi.nlm.nih.gov/pubmed/37888434 http://dx.doi.org/10.3390/jintelligence11100202 |
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