RESUMO
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.
RESUMO
El propósito del presente estudio fue determinar si la velocidad de procesamiento, medida como tiempo de reacción (TR), de infantes antes del primer año de edad obtenida en una tarea de aprendizaje de palabras, puede ser un indicador del desempeño de los mismos en medidas de habilidades comunicativas durante el segundo año de vida. Para ello, se obtuvo el TR de infantes de 10 meses de edad en una tarea de aprendizaje de palabras y se relacionó con las habilidades comunicativas de los mismos infantes obtenidos en el Inventario de Habilidades Comunicativas MacArthur Versión II (CDI-II) 18 meses después. Se realizó un análisis de regresión lineal utilizando el TR en la tarea experimental como predictor y el puntaje de vocabulario obtenido como variable dependiente. Se encontró que el TR medido a los 10 meses de edad puede usarse como predictor del desempeño en la medida de vocabulario en los mismos infantes un año y medio después. Los resultados obtenidos en este trabajo resaltan la importancia del estudio del TR en edades tempranas y sus efectos sobre el proceso de aprendizaje de palabras.
The aim of this study was to determine if processing speed, measured as visual reaction time (RT), of 10 month-olds obtained through an IPLP (Intermodal Preferential Looking Paradigm) in a word learning task, can be an indicator of communicative abilities such as productive vocabulary, during the second year of life. Participants were 13 infants of 9-12 months of age (X=10.15) at the beginning of the study, whose native language was Spanish and without visual or auditory problems reported by parents. The same group of infants was evaluated when they were between 24 and 30 months of age. Infants' RT's were obtained at the age of 10 months in a word learning task, and related to communicative abilities measured with the Inventario de Habilidades Comunicativas MacArthur Versión II (CDI-II) when the infants were between 24 and 30 months of age (X=27.10). A linear regression analysis was performed using the RT from the experimental task as a predictor and the CDI-II vocabulary score as dependent variable. It was found that RT measured at 10 months of age can be used as a predictor of the vocabulary size in the same infants 18 months later. The results presented here imply that infants who take longer in processing a novel object associated with a novel word, are the ones who will have more words in their productive vocabulary during the second year of life, as reported by parents. The measures of processing speed in this study, demonstrates the length of time it takes a child to process non-familiar information in real time. The results obtained, support the study of processing speed at early ages in tasks that measure cognitive abilities other than word recognition. It suggests taking into account the analysis of individual differences, either processing speed or vocabulary, to better understand the relationship between these two variables in the first years of life. Furthermore, the results obtained in this paper highlight the importance of the study of RT in early ages and give information about the effects of slower or faster information processing over different linguistic abilities in infants.
