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Yulök Revista de Innovación Académica, ISSN 2215-5147, Vol. 8, N.º 1
Enero-Junio 2024, pp. 47-61
Villalobos, M. (2024). Modelo inter y transdisciplinar para la enseñanza
de la estadística en la educación superior.
6. Discusión
La llegada de la cuarta revolución industrial (la indus-
tria que integra sistemas inteligentes con organizaciones
y personas), trae consigo la innovación y competitividad,
los nuevos empleos y la evolución de los empleos ac-
tuales requieren de estrategias de transformación social
y económicas, que involucran la ciencia, la tecnología
y las habilidades blandas. Por consiguiente, el contexto
educativo requiere una función mediadora de estrategias
didácticas, flexibles, inteligentes, integrales e interactivas
que implican una reingeniería de la educación superior.
La enseñanza de la estadística necesita relacionar dis-
ciplinas, pues su desempeño implica automatización de
tareas, educación personalizada, soporte al estudiante,
interacción de tecnologías, uso de datos de manera in-
teligente y análisis de información aplicada a contextos
laborales, sociales, ambientales y económicos que tengan
impacto significativo en la práctica pedagógica. Pérez,
Hernández y Elicerio (2020) añaden lo siguiente:
…la función docente ha mutado y debe demostrar
ahora una condición de reciclaje de recursos y un tra-
bajo suficientemente intenso que justifique y fortalez-
ca las nuevas condiciones para sobrevivir a la Cuarta
Revolución Industrial y prevalecer aún después de
ella. De acuerdo con los retos que enfrenta la profe-
sión docente en el proceso educativo, y como resulta-
do de las tendencias, se requiere un replanteamiento
de sus funciones con base en los nuevos modelos de
participación en la educación contemporánea tales
como el diseño de contenidos de aprendizaje, el di-
seño instruccional y el diseño de cursos on line. (p. 4)
Sin embargo, la información recolectada y analizada en
torno a las prácticas pedagógicas actuales, proporcionó
evidencias para inferir que no hay concordancia entre los
temas planteados, la metodología de la clase, la interac-
ción con el docente y los requerimientos estadísticos que
implica la sociedad actual, esto debido a que los profesio-
nales exponen la necesidad de interacción e interrelación
de disciplinas y en las observaciones de las lecciones no
hubo aplicación de los conocimientos previos de los estu-
diantes, ni las experiencias en sus carreras, o algún ejem-
plo de su área o proyectos aplicados.
En las lecciones se observó el manejo de ideas y una pre-
valencia por concepciones clásicas de estadística, utilizan
herramientas didácticas como el aula invertida, las expo-
siciones o videos con el fin de construir un conocimiento
sólido, sin embargo, continúa una estructura tradicional
de trabajo en el aula, en la cual el docente tiene el prota-
gonismo y el análisis de las interpretaciones en contextos
reales son escasas, el uso del software no se explica con
detalle o en algunos casos ni siquiera hay un software, el
uso de Excel se observa como un conocimiento previo
que debe estar dominado, sin embargo, la mayor parte
de los estudiantes expresa no tener dicho conocimiento o
ser muy básico. El liderazgo está orientado a la tarea, al
cumplimiento de los objetivos, pero no hay orientación
hacia la motivación de los estudiantes.
En resumen, las prácticas pedagógicas actuales no tra-
bajan bajo procesos inter y transdisciplinares, pues estas
deben fomentar actividades con objetivos previamente
establecidos (wikis, foros, videos, infografías, exámenes,
proyectos, simposios, etc.) que estimulen la capacidad de
aprender. Para ello, la formación docente permitirá inte-
rrelacionar las disciplinas y áreas del saber para crear es-
tas actividades y crear canales de comunicación entre los
mediadores, los estudiantes, el entorno y las institucio-
nes. Así, la producción, obtención y divulgación de ma-
teriales didácticos creativos, innovadores y tecnológicos,
facilitará al docente tener una visión holística para formar
al estudiante y obtener un proceso constructivo, partici-
pativo, dinámico y creativo en la solución de procesos
ambientales, sociales o económicos.
Desde el marco teórico, la interacción de los docentes
en las lecciones no refleja una imagen de profesor que
promueve la curiosidad del estudiante a través de las
preguntas que facilitan los procesos de aprendizaje, o al
menos podría afirmarse que es escasa, pues únicamente
la docente D5 realizó preguntas y cuestionó la interpre-
tación de un ejercicio, ya que para los demás el peso de
la lección recae sobre la solución mecánica del ejercicio.
Según la información suministrada por los profesionales,
docentes y las lecciones observadas, los aprendizajes no
focalizan las concepciones teóricas a realidades sociales
o laborales, no se emplean grandes bases de datos y tam-
poco existen interacciones entre las teorías implícitas y
las metodologías docentes.
De esta manera, el docente actual requiere valorar los con-
tenidos y que estos se adapten a las necesidades socioeco-
nómicas, el diseño debe ser dirigido a la aplicación. En el
caso particular de la estadística, la relación de contextos
cotidianos va dirigida a la utilidad de su formación, pues
el adulto “afronta también altos costos de oportunidad en
términos del ingreso que pierden y el tiempo que dejan