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)
Sánchez-Palacios, L. (2020). Impacto del aula virtual en el proceso de aprendizaje de los estudiantes de bachillerato general. Revista
Tecnológica-Educativa Docentes 2.0, 9(1), 75-82. https://doi.org/10.37843/rted.v9i1.105
Impacto del Aula Virtual en el Proceso de
Aprendizaje de los Estudiantes de
Bachillerato General
Introducción
El sector educativo ecuatoriano en los últimos
años se ha preocupado en mejorar la calidad de
educación, dejando a un lado la anterior concepción
de su funcionamiento, que consistía en acreditar un
aprendizaje memorístico y mecánico de los
educandos, sin dar importancia a la comprensión
cabal de los contenidos y la capacidad de
argumentación, reflexión o razonamiento (Merchán
& Vallejo, 2010).
Sin embargo, el gobierno Nacional del
Ecuador implementó como política de estado en la
constitución del año 2008 el modelo pedagógico
crítico, el cual es una propuesta teórico-práctica que
se ha desarrollado para reformular las nociones y
prácticas tradicionales de la educación. Entre otras
cosas propone que el proceso de enseñanza-
aprendizaje es una herramienta que puede fomentar
la conciencia crítica, y con esto, la emancipación de
las personas (Guzmán, 2020)
Los docentes en las instituciones educativas
tanto fiscales como particulares buscan emplear
recursos tecnológicos, aplicaciones informáticas,
para realizar clases interactivas en entornos
colaborativos con sus alumnos, los cuales se
benefician con esta enseñanza, porque les permite
interactuar no sólo con los profesores sino con sus
propios compañeros mediante el uso de la tecnología
en un entorno virtual.
Entre estas herramientas tecnológicas y
aplicaciones informáticas utilizadas para la
enseñanza, tenemos las aulas virtuales para ayudar a
la realización del trabajo autónomo para los
estudiantes en las instituciones educativas. Son
utilizadas tanto por docentes como estudiantes, ya
sea para consultar material educativo virtual, realizar
trabajo colaborativo como son foros, evaluar a los
estudiantes en línea o mejorar el proceso para
consultar calificaciones para los estudiantes.
Un estudio sobre el uso de plataformas de
aprendizaje concluye que la plataforma más usada es
Moodle con más del 50% en varias instituciones
educativas. Esto puede ser por su accesibilidad,
gratuidad o porque es una plataforma popular muy
conocida a todo nivel. Por otro lado, Moodle ofrece
aulas virtuales basadas en el constructivismo y
educación social. (Macías, 2010, p. 72-73).
El objetivo del trabajo fue, analizar el impacto
del aula virtual con plataforma Moodle en el
proceso de aprendizaje, recolectando datos en los
estudiantes cursantes del bachillerato general en el
colegio Marco Vicuña Domínguez, para el diseño
del aula virtual con plataforma Moodle.
Antecedentes Del Estudio
Se define la importancia del uso de las aulas
virtuales, debido a que los educadores, siempre
buscan tanto métodos como herramientas para llegar
a los educandos ya sea con efectividad como con
eficiencia; hemos encontrado en Internet la forma
más eficiente para acercar al aula novedades,
sistemas; además elementos que ayudan a acceder al
conocimiento, sin implicar trasladarse o contar con
buenos presupuestos para adquirir materiales los
cuales son puestos al alcance del alumno (Ocampo
y Podestá, 2013).
Dentro del Internet existen recursos a un costo
sumamente accesible, los cuales antes no eran
conocidos, motivo por el cual ayudan a acceder a la
información de forma fácil y rápida. Estos recursos
ofrecen: interactividad, comunicación, dinamismo
para presentar contenidos, multimedia, texto,
elementos para atender a los usuarios con distintas
formas para aprender, usando un ordenador
conectado a internet.
La plataforma Moodle es un medio utilizado
para gestionar una comunicación virtual que permite
desarrollar la enseñanza aprendizaje de forma más
dinámica, reflexiva, atractiva, con un horario
flexible. Esta plataforma está formándose en el
medio más eficiente por lo cual los docentes pueden
realizar capacitaciones en línea, por ello su
crecimiento en forma exponencial. Según el Distrito
Educativo La Troncal 03D03, indica que, en este
cantón, las unidades de Enseñanza Media no utilizan
aulas virtuales para el aprendizaje en sus
estudiantes.
Aula Virtual
El aula virtual, está concebida como un
Sistema Web, interconectadas, publicadas en
Internet, con sitios, lugares, o espacios virtuales, en
donde se ubica la información, estos son:
identificación, contenidos, búsquedas, evaluación,
banco de información, horarios, mesa para
discusión, asesores (Villao & Espinoza, 2009).