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Implementation of Shiny-R in active learning strategies for teaching statistics in engineering education

The digitalization of engineering education demands pedagogical strategies that go beyond passive instruction. While R is a standard tool for data science, its steep learning curve often creates a “syntax barrier” that hinders conceptual understanding, leading to cognitive overload for novice studen...

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Principais autores: Felipe Ignacio Briones-Núñez, Jacobo Vasquez, Juan Sarango, Vicente Garcia, Federico Rodas, Freddy Aguirre
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2026-07-01
Colecção:Frontiers in Education
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Acesso em linha:https://www.frontiersin.org/articles/10.3389/feduc.2026.1734627/full
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