Factors influencing children's learning through their interest in STEM areas

Authors

  • Yuridia Vega Facultad de Ciencias de la Ingeniería y Tecnología de la Universidad Autónoma de Baja California, campus Tijuana. Blvd. Universitario #1000, C.P. 21500. Unidad Valle de las Palmas, Tijuana, Baja California, México. https://orcid.org/0000-0001-5229-9655
    Competing Interests

    No expresa conflicto de intereses

  • Eder German Lizárraga Medina Facultad de Ciencias de la Ingeniería y Tecnología de la Universidad Autónoma de Baja California, campus Tijuana. Blvd. Universitario #1000, C.P. 21500. Unidad Valle de las Palmas, Tijuana, Baja California, México. https://orcid.org/0000-0001-7397-4779
    Competing Interests

    No expresa conflicto de intereses

  • Marina de la Vega Rodríguez Facultad de Ciencias de la Ingeniería y Tecnología de la Universidad Autónoma de Baja California, campus Tijuana. Blvd. Universitario #1000, C.P. 21500. Unidad Valle de las Palmas, Tijuana, Baja California, México. https://orcid.org/0000-0003-3626-9063
    Competing Interests

    No expresa conflicto de intereses

  • Manuel Javier Rosel Solís Facultad de Ciencias de la Ingeniería y Tecnología de la Universidad Autónoma de Baja California, campus Tijuana. Blvd. Universitario #1000, C.P. 21500. Unidad Valle de las Palmas, Tijuana, Baja California, México. https://orcid.org/0000-0002-3800-7094
    Competing Interests

    No expresa conflicto de intereses

  • Alex Bernardo Pimentel Mendoza Facultad de Ciencias de la Ingeniería y Tecnología de la Universidad Autónoma de Baja California, campus Tijuana. Blvd. Universitario #1000, C.P. 21500. Unidad Valle de las Palmas, Tijuana, Baja California, México. https://orcid.org/0000-0002-2736-7254
    Competing Interests

    No expresa conflicto de intereses

  • Vladimir Becerril Mendoza Facultad de Ciencias de la Ingeniería y Tecnología de la Universidad Autónoma de Baja California, campus Tijuana. Blvd. Universitario #1000, C.P. 21500. Unidad Valle de las Palmas, Tijuana, Baja California, México. https://orcid.org/0000-0001-5202-6681
    Competing Interests

    No expresa conflicto de intereses

DOI:

https://doi.org/10.37636/

Keywords:

STEM, Critical factors, Basic education, Science and Technology, Children learning

Abstract

This work explores the factors and indicators that influence the interest and motivation of children to pursue Science, Technology, and Mathematics (STEM) in basic education. The STEM interest, through the dimensions of Hands-on and Playful Learning, Technologies and Scientific Skills, Vocational Motivation towards Engineering, Creativity and Visual Learning, Adult Support and Guidance, and Curiosity and Motivation for discovery, was evaluated using data from a survey instrument administered to 165 elementary school children. Results showed that children exhibit enhanced interest in dynamic activities and technological devices, and highlight the relevance of factors such as family support and the practical experience in STEM skill development. These findings suggest the necessity of specific educational curricula in order to increase STEM interest from an early age, with targeted interventions to obtain better STEM competencies at the basic education stage.

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References

[1] Universidad Nacional Autónoma de México (UNAM), Preferencias Profesionales en Niños de Primaria en México, 2023. Disponible en: www.unam.edu.mx.

[2] C. Álvarez, "Encuesta nacional sobre el interés infantil en STEM," Journal of Education in México, vol. 3, no. 13, pp. 45-58, 2019.

[3] S. Cheryan, E. J. Lombard, F. Hailu, L. N. H. Pham, y K. Weltzien, «Global patterns of gender disparities in STEM and explanations for their persistence», Nature Reviews Psychology, vol. 4, n.o 1, pp. 6-19, nov. 2024, doi: 10.1038/s44159-024-00380-3.

[4] G. Lampropoulos y Kinshuk, «Virtual reality and gamification in education: a systematic review», Educational Technology Research and Development, vol. 72, n.o 3, pp. 1691-1785, mar. 2024, doi: 10.1007/s11423-024-10351-3.

[5] A. D. Pellegrini y P. K. Smith, "The Development of Play During Childhood: Forms and Possible Functions," en Play: Learning through play, P. K. Smith, Ed. Encyclopedia on Early Childhood Development, 2023. https://onlinelibrary.wiley.com/doi/pdf/10.1111/1475-3588.00212

[6] Y. Lou, P. C. Abrami, y S. d'Apollonia, "Small Group and Individual Learning with Technology: A Meta-Analysis," Review of Educational Research, vol. 71, n.º 3, pp. 449-521, 2021.

[7] J. Tan, S. Wu, L. Wu, and S. Ma, “Cognitive conflicts in collaborative programming and their impact on computational concept acquisition,” Learn Instr, vol. 98, p. 102151, 2025, doi: https://doi.org/10.1016/j.learninstruc.2025.102151.

[8] C. Liu y S. S. Wu, "Green finance, sustainability disclosure and economic implications," Fulbright Review of Economics and Policy, vol. 1, núm. 1, pp. 1-15, 2023.

[9] V. Aryadoust, Y. X. N. Soo, y J. Zhai, «Exploring the state of research on motivation in second language learning: a review and a reliability generalization meta-analysis», IRAL - International Review Of Applied Linguistics In Language Teaching, vol. 62, n.o 2, pp. 1093-1126, feb. 2023, doi: 10.1515/iral-2022-0115.

[10] K. Rozenkowska, “Theory of planned behavior in consumer behavior research: A systematic literature review,” Int J Consum Stud, vol. 47, no. 6, pp. 2670–2700, Nov. 2023, doi: https://doi.org/10.1111/ijcs.12970.

[11] M. Johnson, S. Davis y R. Lee, "An integrative review of physical activity in adults with inflammatory bowel disease," Journal of Clinical Nursing, vol. 30, núm. 1-2, pp. 3-15, 2021.

[12] G. Palaigeorgiou y A. Grammatikopoulou, "An investigation of teachers' perceptions and integration of Web 2.0 tools into literacy instruction," Interactive Technology and Smart Education, vol. 19, núm. 1, pp. 1-15, 2022.

[13] J. Colelli, M. Di Bernardo, y F. Verde, «Toward a patterned theory of inner speech: rethinking Vygotsky through 4E cognition and phenomenology», Mind & Society, vol. 24, n.o 1, pp. 91-107, abr. 2025, doi: 10.1007/s11299-025-00319-y.

[14] K. T. A. S. Kasturiratna, A. Hartanto, C. H. Y. Chen, E. M. W. Tong, and N. M. Majeed, “Umbrella review of meta-analyses on the risk factors, protective factors, consequences and interventions of cyberbullying victimization,” Nat Hum Behav, vol. 9, no. 1, pp. 101–132, 2025, doi: 10.1038/s41562-024-02011-6.

[15] International Science Teaching Foundation, International Science Teaching Foundation. https://science-teaching.org/es

[16] L. Price, Psychometric Methods: Theory into Practice, London, U.K: The Guilford Press, 2017.

[17] B. Flynn, S. Sakakibara, R. Sakakibara, K. Bates, y E. Flynn, "Empirical research methods in operations management," Journal of Operations Management, vol. 9, núm. 2, pp. 250-284, 1990.

[18] M. Malhotra y V. Grover, "An assessment of survey research in POM: From constructs to theory," Journal of Operations Management, vol. 16, núm. 4, pp. 407-425, 1998. https://doi.org/10.1016/S0272-6963(98)00021-7

[19] K. Lepistö, M. Saunila, and J. Ukko, “Enhancing customer satisfaction, personnel satisfaction and company reputation with total quality management: combining traditional and new views,” Benchmarking: An International Journal, vol. 31, no. 1, pp. 75–97, Aug. 2022, doi: 10.1108/BIJ-12-2021-0749.

[20] C. O’Reilly, A. Devitt, and N. Hayes, “Critical thinking in the preschool classroom - A systematic literature review,” Think Skills Creat, vol. 46, p. 101110, 2022, doi: https://doi.org/10.1016/j.tsc.2022.101110.

[21] I. H. Yue Yim, “A critical review of teaching and learning artificial intelligence (AI) literacy: Developing an intelligence-based AI literacy framework for primary school education,” Computers and Education: Artificial Intelligence, vol. 7, p. 100319, 2024, doi: https://doi.org/10.1016/j.caeai.2024.100319.

[22] P. K. Kuhl, "Learning and the Social Brain," Edutopia, 25-jul-2018. [Enlace]. (Accedido: 24-feb-2025).

[23] E. M. Heemskerk, "The vice and virtue of conflict in boards: A longitudinal study into the effects of board conflict on firm performance," European Journal of Economic and Social Systems, vol. 33, núm. 1, pp. 1-22, 2020. https://doi.org/10.1111/ejed.12549

[24] OECD, OECD Economic Outlook, Volume 2021 Issue 1, OECD Publishing, 2021.

[25] S. Fayer, A. Lacey, y A. Watson, "STEM occupations: Past, present, and future," U.S. Bureau of Labor Statistics, 2017.

[26] A. Paivio, "Dual Coding Theory," en Mental Representations: A Dual Coding Approach, Oxford: Oxford University Press, 1990, pp. 583-605.

[27] O. N. Saracho, An Integrated Play-Based Curriculum for Young Children, Routledge/Taylor and Francis Group, 2020.

[28] D. Açar and M. D. Gül, “Academic and Socio-Emotional Experiences of a Twice-Exceptional Student,” Behavioral Sciences, vol. 15, no. 10, 2025, doi: 10.3390/bs15101349.

[29] C. Desforges y A. Abouchaar, The impact of parental involvement, parental support and family education on pupil achievement and adjustment: A literature review, Londres: Department for Education and Skills, 2003.

[30] R. M. Ryan y E. L. Deci, "Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being," American Psychologist, vol. 55, no. 1, pp. 68-78, 2000.

[31] R. Hernández, C. Fernández, y P. Baptista, Metodología de la Investigación. Ciudad de México, México: McGraw-Hill, 2010.

[32] J. Padua, Técnicas de Investigación Aplicadas a las Ciencias Sociales. Ciudad de México, México: Fondo de Cultura Económica, 2018.

[33] P. Tintaya Condori, "Operacionalización de las variables psicológicas," Rev. Investig. Psicol., no. 13, pp. 63-78, 2015.

[34] David Goretzko, Karik Siemund, and Philipp Sterner, “Evaluating Model Fit of Measurement Models in Confirmatory Factor Analysis,” Educ Psychol Meas, vol. 84, no. 1, pp. 123–144, Feb. 2024, doi: 10.1177/00131644231163813.

[35] E. G. Carmines y R. A. Zeller, Reliability and Validity Assessment. Thousand Oaks, CA, EE. UU.: SAGE Publications, Inc., 1979. doi: 10.4135/9781412985642.

[36] N. Cohen y G. Seid, Metodología de la investigación, ¿para qué?. Buenos Aires, Argentina: CLACSO, 2017. [En línea]. Disponible en: https://biblioteca.clacso.edu.ar/clacso/se/20190823024606/Metodologia_para_que.pdf.

[37] R. Hernández-Nieto, Contributions to Statistical Analysis: The Coefficients of Proportional Variance, Content Validity and Kappa. Thousand Oaks, CA, EE. UU.: SAGE Publications, 2002. doi: 10.1604/9781588987150.

[38] N. Maldonado-Suárez y F. Santoyo-Telles, «Validez de contenido por juicio de expertos: Integración cuantitativa y cualitativa en la construcción de instrumentos de medición», REIRE Revista D Innovació I Recerca En Educació, vol. 17, n.o 2, jun. 2024, doi: 10.1344/reire.46238.

[39] S. Siegel y N. J. Castellan, Nonparametric Statistics for the Behavioral Sciences. 2.ª ed. Nueva York, NY, EE. UU.: McGraw-Hill, 1988.

[40] D. J. Sheskin, Handbook of Parametric and Nonparametric Statistical Procedures. 4.ª ed. Boca Ratón, FL, EE. UU.: Chapman & Hall/CRC, 2004.

[41] J. K. Lindsey y G. J. Jones, Applied Statistical Methods: A Guide for the Social Sciences. 3.ª ed. Oxford, Reino Unido: Oxford University Press, 2018.

[42] G. S. Alkhadim, “Cronbach’s Alpha and Semantic Overlap Between Items: A Proposed Correction and Tests of Significance,”Front Psychol, vol. Volume 13-2022, 2022, [Online]. Available:https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2022.81540

[43] L. Cohen, L. Manion y K. Morrison, Research Methods in Education. 8.ª ed. Nueva York, NY, EE. UU.: Routledge, 2017. doi: 10.4324/9781315456539.

[44] G. A. Johanson y G. P. Brooks, "Desarrollo inicial de escalas: tamaño de muestra para estudios piloto," Educational and Psychological Measurement, vol. 70, no. 3, pp. 394–400, 2010. doi: 10.1177/0013164409355692.

[45] M. A. Hertzog, "Considerations in determining sample size for pilot studies," Research in Nursing & Health, vol. 31, no. 2, pp. 180–191, 2008. doi: 10.1002/nur.20247.

[46] D. George y P. Mallery, IBM SPSS Statistics 29 Step by Step. 2024. doi: 10.4324/9781032622156.

[47] D. H. Clements, M. Vinh, C.-I. Lim, y J. Sarama, «STEM for inclusive excellence and equity», en Developing Culturally and Developmentally Appropriate Early STEM Learning Experiences, 2023, pp. 148-171. doi: 10.4324/9781032634197-10.

[48] K.J. Haines et al., "Barriers and enablers to telehealth use by physiotherapists during the COVID-19 pandemic: A qualitative study," Physiotherapy, vol. 108, pp. 40-47, 2023. doi: 10.1016/j.physio.2023.03.006.

[49] P. Brusilovsky y E. Millán, "The return of Intelligent Textbooks," Proceedings of the 17th International Conference on Intelligent Tutoring Systems (ITS 2021), Atenas, Grecia, 2021.

[50] L. N. Casas & S. M. Muñoz Niños y niñas científicos: desarrollo de habilidades STEM a partir de unidades de aprendizaje. [online]. Disponible en: http://hdl.handle.net/11349/30474

[51] J. J. Barragán-Paredes, J. C. Montaño-Bautista, V. A. Alvarado-Veliz, Y Suquitana-Reyes, T. M. Suquitana-Reyes. “El uso de juegos educativos para el desarrollo de competencias STEM (Ciencia, Tecnología, Ingeniería y Matemáticas) en educación básica”. Polo del Conocimiento, vol. 9(11), pp. 215-224, 2024 https://doi.org/10.23857/pc.v9i11.8270.

[52] W. Hernández Álvarez, H. D. Vega-Santofimio, Cuéllar-Guarnizo, J. A. Cuéllar.Guarnizo, Y M. A. Gutiérrez-Cárdenas. “Tecnología para el aprendizaje: una reflexión desde la robótica educativa y STEM en el desarrollo de competencias del siglo XXI”. Praxis, Vol. 20(3). 2024 http://dx.doi.org/10.21676/23897856.5864.

Model Statistical model of the study.

Published

2026-05-09

How to Cite

Factors influencing children’s learning through their interest in STEM areas. (2026). Revista De Ciencias Tecnológicas, 9(2), 1-26. https://doi.org/10.37636/

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