Analysis of Padlet in the educational process on the rock cycle through Data Science

The general aim of this mixed study is to analyze the use of the virtual wall called Padlet in the teaching-learning process on the rock cycle through Data Science (linear regression and decision tree algorithms). The teacher of the Geography course incorporated Padlet outside the classroom to facil...

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Detalles Bibliográficos
Autores: Salas-Rueda, Ricardo-Adán, Cabrera-Rodríguez, Arturo-Efrén, Domínguez-Herrera, Eduardo
Tipo de recurso: artículo
Fecha de publicación:2025
País:España
Institución:Universidad Pablo de Olavide (UPO)
Repositorio:RIO. Repositorio Institucional Olavide
Idioma:inglés
OAI Identifier:oai:rio.upo.es:10433/23861
Acceso en línea:https://hdl.handle.net/10433/23861
Access Level:acceso abierto
Palabra clave:Teaching
Virtual wall
Flipped classroom
Geography
Padlet
Descripción
Sumario:The general aim of this mixed study is to analyze the use of the virtual wall called Padlet in the teaching-learning process on the rock cycle through Data Science (linear regression and decision tree algorithms). The teacher of the Geography course incorporated Padlet outside the classroom to facilitate the learning and promote the exchange of the ideas in the face-to-face sessions under Flipped Classroom. The participants are 114 students from a public high school located in Mexico City. The results of the linear regression algorithm indicate that the incorporation of Padlet positively impacted the review of educational digital resources and activities on the rock cycle. The decision tree algorithm built two models considering the characteristics of the students. This mixed research recommends the use of Padlet because this tool offers flexibility of time and space. In conclusion, virtual walls are changing the way to organize the teaching-learning process about Geography.