Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies

In the educational field, teaching effectiveness depends on the interaction between professional competencies and teachers' metacognitive strategies. Therefore, the present study has proposed to evaluate the relationship between professional competencies and metacognitive strategies, by using t...

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Main Authors: Dante Manuel Macazana Fernandez, Wilder Fabio Ramos Palacios, Daniel Amílcar Pinto Pagaza, Mary Liz Mendoza Hidalgo, Tula Margarita Espinoza Moreno, Mayra Susan Albán Taipe
Format: Article
Language:English
Published: University of New Mexico 2024-12-01
Series:Neutrosophic Sets and Systems
Subjects:
Online Access:https://fs.unm.edu/NSS/38Processthrough.pdf
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author Dante Manuel Macazana Fernandez
Wilder Fabio Ramos Palacios
Daniel Amílcar Pinto Pagaza
Mary Liz Mendoza Hidalgo
Tula Margarita Espinoza Moreno
Mayra Susan Albán Taipe
author_facet Dante Manuel Macazana Fernandez
Wilder Fabio Ramos Palacios
Daniel Amílcar Pinto Pagaza
Mary Liz Mendoza Hidalgo
Tula Margarita Espinoza Moreno
Mayra Susan Albán Taipe
author_sort Dante Manuel Macazana Fernandez
collection DOAJ
description In the educational field, teaching effectiveness depends on the interaction between professional competencies and teachers' metacognitive strategies. Therefore, the present study has proposed to evaluate the relationship between professional competencies and metacognitive strategies, by using the management of indeterminacies to improve the teaching-learning process. To this end, the neutrosophic statistics method was applied to analyze data on meta-cognitive competencies and strategies in a group of teachers. Among the results, a general positive relationship was revealed between professional competencies and metacognitive strategies, with significant variations in specific areas. Finally, it has been concluded that there is a significant connection, where the variability suggests the need to strengthen training in specific competencies and metacognitive strategies to optimize the educational process.
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spelling doaj-art-d27b8832d0fe43aab3c3404dc914a33c2025-08-22T11:32:42ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2024-12-017443044010.5281/zenodo.14420168Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive StrategiesDante Manuel Macazana FernandezWilder Fabio Ramos PalaciosDaniel Amílcar Pinto PagazaMary Liz Mendoza HidalgoTula Margarita Espinoza MorenoMayra Susan Albán TaipeIn the educational field, teaching effectiveness depends on the interaction between professional competencies and teachers' metacognitive strategies. Therefore, the present study has proposed to evaluate the relationship between professional competencies and metacognitive strategies, by using the management of indeterminacies to improve the teaching-learning process. To this end, the neutrosophic statistics method was applied to analyze data on meta-cognitive competencies and strategies in a group of teachers. Among the results, a general positive relationship was revealed between professional competencies and metacognitive strategies, with significant variations in specific areas. Finally, it has been concluded that there is a significant connection, where the variability suggests the need to strengthen training in specific competencies and metacognitive strategies to optimize the educational process.https://fs.unm.edu/NSS/38Processthrough.pdfneutrosophic statisticsteaching-learningeducational methodologyteaching process
spellingShingle Dante Manuel Macazana Fernandez
Wilder Fabio Ramos Palacios
Daniel Amílcar Pinto Pagaza
Mary Liz Mendoza Hidalgo
Tula Margarita Espinoza Moreno
Mayra Susan Albán Taipe
Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies
Neutrosophic Sets and Systems
neutrosophic statistics
teaching-learning
educational methodology
teaching process
title Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies
title_full Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies
title_fullStr Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies
title_full_unstemmed Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies
title_short Enhancing the Teaching-Learning Process through Neutrosophic Statistical Analysis of Professional Competencies and Metacognitive Strategies
title_sort enhancing the teaching learning process through neutrosophic statistical analysis of professional competencies and metacognitive strategies
topic neutrosophic statistics
teaching-learning
educational methodology
teaching process
url https://fs.unm.edu/NSS/38Processthrough.pdf
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