Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators

María Lidia Retamal Pérez; Hugo Alvarado Martínez; Rosamel Sáez Espinoza; Jesús Guadalupe Lugo-Armenta

doi:10.29333/ejmste/13865

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María Lidia Retamal Pérez ¹ , Hugo Alvarado Martínez ¹ ^* , Rosamel Sáez Espinoza ¹ , Jesús Guadalupe Lugo-Armenta ²

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¹ Universidad Católica de la Santísima Concepción, Concepción, CHILE² Universidad de Los Lagos, Osorno, CHILE^* Corresponding Author

Abstract

The study of hypothesis tests is essential in the training of engineers and although in recent years students’ knowledge has been investigated, it is necessary to develop studies from the perspective of professors who teach this topic in engineering. For this reason, in this paper we present, from the teachers’ perspective, the difficulties and errors exhibited by engineering students, the teaching methodologies and the resources available in relation to hypothesis testing. For this, a conceptual framework with ideas on statistical reasoning for inference was used. In this qualitative research, 19 teachers participated, to whom two questionnaire-type instruments were applied. Among the main results we have that, students have great difficulties with the approach of statistical hypotheses and the study of parameters in two populations, even when teachers attribute a high degree of importance to hypothesis tests in the subject of statistics for engineers.

Keywords

hypothesis tests
engineers training
teaching statistics

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This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Article Type: Research Article

EURASIA J Math Sci Tech Ed, 2023, Volume 19, Issue 12, Article No: em2371

https://doi.org/10.29333/ejmste/13865

Publication date: 01 Dec 2023

Online publication date: 05 Nov 2023

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Article Downloads: 565

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How to cite this article

APA

Retamal Pérez, M. L., Martínez, H. A., Espinoza, R. S., & Lugo-Armenta, J. G. (2023). Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators. Eurasia Journal of Mathematics, Science and Technology Education, 19(12), em2371. https://doi.org/10.29333/ejmste/13865

Vancouver

Retamal Pérez ML, Martínez HA, Espinoza RS, Lugo-Armenta JG. Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators. EURASIA J Math Sci Tech Ed. 2023;19(12):em2371. https://doi.org/10.29333/ejmste/13865

AMA

Retamal Pérez ML, Martínez HA, Espinoza RS, Lugo-Armenta JG. Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators. EURASIA J Math Sci Tech Ed. 2023;19(12), em2371. https://doi.org/10.29333/ejmste/13865

Chicago

Retamal Pérez, María Lidia, Hugo Alvarado Martínez, Rosamel Sáez Espinoza, and Jesús Guadalupe Lugo-Armenta. "Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators". Eurasia Journal of Mathematics, Science and Technology Education 2023 19 no. 12 (2023): em2371. https://doi.org/10.29333/ejmste/13865

Harvard

Retamal Pérez, M. L., Martínez, H. A., Espinoza, R. S., and Lugo-Armenta, J. G. (2023). Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators. Eurasia Journal of Mathematics, Science and Technology Education, 19(12), em2371. https://doi.org/10.29333/ejmste/13865

MLA

Retamal Pérez, María Lidia et al. "Exploring challenges and strategies in teaching hypothesis testing to engineering students from the perspective of educators". Eurasia Journal of Mathematics, Science and Technology Education, vol. 19, no. 12, 2023, em2371. https://doi.org/10.29333/ejmste/13865