Main Article Content

Víctor Martínez-Martínez
Universidad de Burgos
Spain
https://orcid.org/0000-0002-8635-5528
Jairo Ortiz-Revilla
Universidad de Burgos
Spain
https://orcid.org/0000-0002-9138-0832
Ileana María Greca Dufranc
Universidad de Burgos
Spain
https://orcid.org/0000-0003-3674-7985
Vol. 8 No. 1 (2024), Innovation in science education
DOI: https://doi.org/10.17979/arec.2024.8.1.10263
Submitted: Jan 14, 2024 Accepted: Apr 30, 2024 Published: Jul 1, 2024
Copyright How to Cite

Abstract

STEM education has become the basis of enhancing scientific competencies in many countries. However, history, philosophy and sociology are also essential elements of scientific literacy. In recent times, this question of interdisciplinary integration has given rise to debates around the ‘nature’ of STEM (NOSTEM). As of yet, however, there are no tools to assess student knowledge about NOSTEM. The main aim of this article is to design and validate an instrument to identify knowledge about NOSTEM among high school and university students as a contribution towards more integrated science education, more democratised technoscientific knowledge, and more alignment between the needs and interests of the scientific community and those of society as a whole.

Downloads

Download data is not yet available.

Article Details

References

Ackay, B. y Ackay, H. (2015). Effectiveness of Science-Technology-Society (STS) Instruction on Student Understanding of the Nature of Science and Attitudes toward Science. International Journal of Education in Mathematics, Science and Technology, 3(1), 37-45.

Adúriz-Bravo, A. (2014). Teaching the Nature of Science with scientific narratives. Interchange, 45, 167–184. DOI: https://doi.org/10.1007/s10780-015-9229-7

Aikenhead, G. S. (2015). Humanist perspectives on Science Education. En R. Gunstone (Ed.), Encyclopedia of science education (pp. 467-471). Springer. DOI: https://doi.org/10.1007/978-94-007-2150-0_364

Aikenhead, G. S. y Ryan, A. G. (1992). The development of a new instrument “Views on science-technology-society” (VOSTS). Science Education, 76, 477-491. DOI: https://doi.org/10.1002/sce.3730760503

Allchin, D. (2011). Evaluating knowledge of the nature of (whole) Science. Science Education, 95(3), 518-542. DOI: https://doi.org/10.1002/sce.20432

Allchin, D. (2012) Teaching the nature of science through scientific errors. Science Education, 96, 904-926. DOI: https://doi.org/10.1002/sce.21019

Bandalos, D. L. y Finney, S. J. (2010). Factor analysis: exploratory and confirmatory. En G. R. Hancock y R. O. Mueller (Eds.), Reviewer’s guide to quantitative methods. Routledge.

Blanco Fontao, C., del Pino, J., Pereira, F. J. y Arias-Gago, A. R. (2023). Cambios en la per-cepción de la ciencia derivados de la pandemia de la COVID-19. Enseñanza de las Ciencias, 41(3), 53-68. DOI: https://doi.org/10.5565/rev/ensciencias.5760

Caldararo, N. (2002). Human ecological intervention and the role of forest fires in human ecology. The Science of the Total Environment, 292, 141-165. DOI: https://doi.org/10.1016/S0048-9697(01)01067-1

Capraro, M. M., Capraro, R. M., y Morgan, J. R. (Eds.). (2013). STEM project-based learning: an integrated science, technology, engineering, and mathematics (STEM) approach. Sense Publishers. DOI: https://doi.org/10.1007/978-94-6209-143-6

Dare, E. A., Keratithamkul, K., Hitwatig, B. M. y Li, F. (2021) Beyond content: the role of STEM disciplines, real-world problems, 21st Century skills, and STEM careers within science teachers’ conceptions of integrated STEM education. Education Sciences, 11, 737. DOI: https://doi.org/10.3390/educsci11110737

Erduran, S., Dagher, Z. R. y McDonald, C. V. (2019). Contributions of the Family Resemblance Approach to nature of science in science education. Science & Education, 28, 311-328. DOI: https://doi.org/10.1007/s11191-019-00052-2

Erduran, S. (2020). Nature of “STEM”? Epistemic underpinnings of integrated Science, Techonology, Engineering and Mathematics in Education. Science & Education, 29(3), 781-784. DOI: https://doi.org/10.1007/s11191-020-00150-6

Fernández, I., Gil, D., Carrascosa, J., Chachapuz, A. y Praia, J. (2002). Visiones deformadas de la ciencia transmitidas por la enseñanza. Enseñanza de las Ciencias, 20(3), 477-488. DOI: https://doi.org/10.5565/rev/ensciencias.3962

Funtowicz, S. O. y Ravetz, J. R. (2000). La ciencia posnormal. Kluwer.

García-Ruíz, J. M., Lasanta, T., Nada-Romero, E., Lana-Renault, N. y Álvarez-Farizo, B. (2020). Rewilding and restoring cultural landscapes in mediterranean mountains: opportunities and challenges. Land Use Policy, 99. DOI: https://doi.org/10.1016/j.landusepol.2020.104850

George, D. y Mallery, P. (1995). SPSS/PC + Step. A simple guide and reference. Wadsworth Publishing Company.

Goldman, S. L. (2013). Why we need a philosophy of engineering: a work in progress. Interdisciplinary Science Reviews, 29(2), 163-176. DOI: https://doi.org/10.1179/030801804225012572

Gomes, L., Miranda H. S. y Bustamante, M. M. (2018). How can we advance the knowledge on the behavior and effects of fire in the Cerrado biome? Forest Ecology and Management, 417, 281-290. DOI: https://doi.org/10.1016/j.foreco.2018.02.032

Gómez-Sánchez, E., Lucas-Borja, M. E., Plaza-Álvarez, P. A., González-Romero, J., Sagra, J., Moya, D. y De Las Heras, J. (2019). Effects of post-fire hillsope stabilisation techniques on chemical, physico-chemical and microbiological soil properties in mediterranean forest ecosystems. Journal of Environmental Management, 246, 229-238. DOI: https://doi.org/10.1016/j.jenvman.2019.05.150

Greca, I. M., Ortiz-Revilla, J. y Arriasecq, I. (2021). Diseño y evaluación de una secuencia de enseñanza-aprendizaje STEAM para Educación Primaria. Revista Eureka sobre Enseñanza y Divulgación de las Ciencias, 18(1), 1802. DOI: https://doi.org/10.25267/Rev_Eureka_ensen_divulg_cienc.2021.v18.i1.1802

Gresnigt, R., Taconis, R., van Keulen, H. Gravemeijer, K. y Baartman, L. (2014). Promoting Science and technology in primary education: A review of integrated curricula. Studies in Science Education, 50(1), 47-84. DOI: https://doi.org/10.1080/03057267.2013.877694

Guzey, S. S., Harwell, M. y Moore, T. (2014). Development of an instrument to assess attitudes toward science, technology, engineering and mathematics (STEM). School Science and Mathematics, 114(6), 271-279. DOI: https://doi.org/10.1111/ssm.12077

Hetemäki, L. (2019). The role of science in forest policy-Experiences by EFI. Forest Policy and Economics, 105, 10-16. DOI: https://doi.org/10.1016/j.forpol.2019.05.014

Hughes, T. P. (2012). The evolution of large technological systems. En W. E. Biker, T. P. Hughes y T. J. Pinch (Eds.), The social construction of technological systems: New directions in the sociology and history of technology (pp. 45-77). MIT Press.

Irzik, G., y Nola, R. (2011). A family resemblance approach to the nature of science for science education. Science & Education, 20(7-8), 591-607. DOI: https://doi.org/10.1007/s11191-010-9293-4

Irzik, G. y Nola, R. (2014). New directions for nature of science research. En M. Matthews (Ed.), International Handbook of Research in History, Philosophy and Science Teaching (pp. 999–1021). Springer. DOI: https://doi.org/10.1007/978-94-007-7654-8_30

Kaiser, H. F. (1970). A second-generation Little Jiffy. Psychometrika, 35, 401-415. DOI: https://doi.org/10.1007/BF02291817

Kang, N-H. (2019). A review of the effect of integrated STEM or STEAM (science, technology, engineering, arts, and mathematics) education in South Korea. Asia-Pacific Science Education, 5(6), 1-22. DOI: https://doi.org/10.1186/s41029-019-0034-y

Kaya, E. y Erduran, S. (2016). From FRA to RFN, how the family resemblance approach can be transformed for science curriculum analysis on nature of science. Science & Education, 25(9-10), 1-22. DOI: https://doi.org/10.1007/s11191-016-9861-3

Lake, F. K., Wright, V., Morgan, P., McFadzen, M., Mcwethy, D. y Stevens-Rumann, C. (2017). Returning fire to the land: celebrating traditional knowledge and fire. Journal of Forestry, 115(5), 343-353. DOI: https://doi.org/10.5849/jof.2016-043R2

Land, M. H. (2013). Full STEAM ahead: the benefits of integrating the Arts into STEM. Procedia Computer Science, 20, 547-552. DOI: https://doi.org/10.1016/j.procs.2013.09.317

Lloret-Segura, S., Ferreres-Traver, A., Hernández-Baeza, A. y Tomás-Marco, I. (2014). El análisis factorial exploratorio de los ítems: una guía práctica, revisada y actualizada. Anales de Psicología, 30(3), 1151-1169. DOI: https://doi.org/10.6018/analesps.30.3.199361

Lombrozo, T., Thanukos, A. y Weisberg, M. (2008) The importance of understanding the Nature of Science for accepting evolution. Evolution: Education and Outreach, 1, 290–298. DOI: https://doi.org/10.1007/s12052-008-0061-8

López-Aguado, M., y Guitiérrez-Provecho, L. (2019). Com dur a terme i interpretar una anàlisi factorial exploratòria utilizando SPSS. Revista d’Innovació i Recerca en Educació, 12(2), 1-14. DOI: https://doi.org/10.1344/reire2019.12.227057

López-Rupérez, F., Expósito-Casas, E., y García-García, I. (2019). Educación científica y brecha de género en España en alumnos de 15 años. Análisis secundarios de PISA 2015. Revista Complutense de Educación, 32(1), 1-14. DOI: https://doi.org/10.5209/rced.66090

Martín-Páez, T., Aguilera, D., Perales-Palacios, F. J. y Vílchez-González, J. M. (2019). What are we talking about when we talk about STEM education? A review of literature. Science Education, 103(3), 1-14. DOI: https://doi.org/10.1002/sce.21522

Martínez-Martínez, V., Greca, I. M. y Ortiz-Revilla, J. (2023). Enseñanza de la naturaleza de la ciencia a partir de la ecología del fuego. En P. Membiela y M.I. Cebreiros (Eds.) Estrategias metodológicas e investigación en la enseñanza de las ciencias (pp. 117-122). Educación Editora.

Michel, H. y Neumann, I. (2017). Nature of Science and Science Content Learning: The Relation Between Students’ Nature of Science Understanding and Their Learning About the Concept of Energy. Science & Education, 25(9). 951-975. DOI: https://doi.org/10.1007/s11191-016-9860-4

Minor, J. y Boyce, G. A. (2018). Smokey and the pyropolitics of United States forest governance. Political Geography, 62, 79-93. DOI: https://doi.org/10.1016/j.polgeo.2017.10.005

National Research Council. (2011). Successful K-12 Stem education. Identifying effective approaches in science, technology, engineering and mathematics. DOI: https://doi.org/10.17226/13158.

Ortiz-Revilla, J. (2020). El desarrollo competencial en la Educación Primaria: efectos de una propuesta STEAM integrada (Tesis doctoral). Recuperado de: https://riubu.ubu.es/handle/10259/5521

Ortiz-Revilla, J., Adúriz-Bravo, A. y Greca I. M. (2020). A framework for epistemological discussion on integrated STEM education. Science & Education, 29(4), 857-880. DOI: https://doi.org/10.1007/s11191-020-00131-9

Ortiz-Revilla, J., Sanz-Camarero, R. y Greca, I. M. (2021). Una mirada crítica a los modelos teóricos sobre educación STEAM integrada. Revista Iberoamericana de Educación, 87(2), 13-33. DOI: https://doi.org/10.35362/rie8724634

Ortiz-Revilla, J., Greca, I. M. y Arriasecq, I. (2022) A theoretical framework for integrated STEM education. Science & Education, 31(2), 383-404. DOI: https://doi.org/10.1007/s11191-021-00242-x

Padgen, A. (2013). The Enlightenment and Why It still Matters. Oxford University Press.

Pausas, J. G., (2015). Evolutionary fire ecology: lessons learned from pines. Trends in Plant Sciences, 20(5), 318-324. DOI: https://doi.org/10.1016/j.tplants.2015.03.001

Pausas, J. G. y Keeley, J. E. (2019), Widfires as an ecosystem service. Frontiers in Ecology and the Environment, 17(5), 289-295. DOI: https://doi.org/10.1002/fee.2044

Pielke, R. A. (2007). The honest broker: Making sense of science in Policy and Politics. Cambridge University Press. DOI: https://doi.org/10.1017/CBO9780511818110

Pérez-Rodríguez, L. A., Quintano, C., García-Llamas, P., Fernández-García, V. y Taboada, A. (septiembre, 2019). Using Unmanned Aerial Vehicles (UAV) for forest damge monitoring in south-western Europe [Presentation of paper]. Imaging Spectrometry XXIII: Applications, Sensors, and Processing, SPIE Optical Engineering + Applications. DOI: https://doi.org/10.1117/12.2531265

Prachagool, V. y Nuangchalerm, P. (2019). Investigating understanding the Nature of Science. International Journal of Evaluation and Research in Education, 8(4), 719-725. DOI: https://doi.org/10.11591/ijere.v8i4.20282

Quintanilla, M. A. (2017). Tecnología: un enfoque filosófico y otros ensayos de filosofía de la tecnología. Fondo de Cultura Económica.

Sanders, M. (2009). STEM, STEM Education, STEMmania. Technology Teacher, 68(4), 20-26. Recuperado de: https://eric.ed.gov/?id=EJ821633

Thibaut, L., Ceuppens, S., De Loof, H., De Meester, J., Goovaerts, L., Struyf, A., Boeve-de Pauw, J., Dehaene, W., Deprez, J., De Cock, M., Hellinckx, L., Knipprath, H., Langie, G., Struyven, K., Van de Velde, D., Van Petegem, P. y Depaepe, F. (2018). Integrated STEM education: a systematic review of instructional practices in secondary education. European Journal of STEM Education, 3(1), 02. DOI: https://doi.org/10.20897/ejsteme/85525

Thompson, M. P. y Calkin, E. C. (2011). Uncertainty and risk in wildland fire management: a review. Journal of Environmental Management, 92, 1895-1909. DOI: https://doi.org/10.1016/j.jenvman.2011.03.015

Toma, R. B. y García-Carmona, A. (2021). «De STEM nos gusta todo menos STEM». Análisis crítico de una tendencia educativa de moda. Enseñanza de las Ciencias, 39(1), 65-80. DOI: https://doi.org/10.5565/rev/ensciencias.3093

Unión Europea (2006). Science education now: a renewed pedagogy for the future of Europe. Recuperado de: https://www.eesc.europa.eu/sites/default/files/resources/docs/rapportrocardfinal.pdf

Unión Europea (2015). Science education for responsible citizenship. Recuperado de: https://data.europa.eu/doi/10.2777/12626

Unión Europea (2018a). Science career plans of adolescents: patterns trends and gender divide. https://doi.org/10.2760/251627

Unión Europea (2018b). Sparking firemsmart policies in the EU. DOI: https://doi.org/10.2777/181450

Unión Europea, (2021). Citizen science for policy across Europe. Recuperado de: https://eu-citizen.science/static/site/files/EU-Citizen_Science_2021_report-policy-event.pdf

Vázquez, A. y Manassero, M. A. (2008). El declive de las actitudes hacia la ciencia de los estudiantes: un indicador inquietante para la educación científica. Revista Eureka sobre Enseñanza y Divulgación de las Ciencias, 5(3), 274-292. DOI: https://doi.org/10.25267/Rev_Eureka_ensen_divulg_cienc.2008.v5.i3.03