An Assessment of the Weight of the Experimental Component in Physics and Chemistry Classes

• Autor(a) principal: Figueiredo, Margarida
• Data de Publicação: 2021
• Outros Autores: Esteves, M. Lurdes, Chaves, Humberto, Neves, José, Vicente, Henrique
• Tipo de documento: Artigo
• Idioma: eng
• Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
• Texto Completo: http://hdl.handle.net/10174/30532; https://doi.org/10.1007/978-3-030-92666-3_29
• topic: Experimental Work; Chemistry Teaching; Thermodynamics; Entropy; Knowledge Representation and Reasoning; Logic Programming; Artificial Neural Networks; Decision Support System

Experimental work plays a central role in Physics and Chemistry teaching. However, the use of experimental work depends on the perception that teacher has about the gains in terms of the students’ motivation and learning. Thus, this study aims to evaluate the weight of the experimental component in the chemistry teaching focusing on four topics, i.e., material resources, teaching methodologies, learning achievements, and teacher engagement. For this purpose, a questionnaire was developed and applied to a cohort com-prising 129 Physics and Chemistry teachers of both genders, aged between 26 and 60 years old. The questionnaire consists of two sections, the first of which contains general questions, whereas the second contains information on the topics mentioned above. Mathematical-logical programs are present-ed, considering the teachers’ opinions in terms of Best and Worst-case Sce-narios, complemented with a computer approach based on artificial neural networks. The model was trained and tested with real data exhibiting an overall accuracy of 91.5%.