Research article Special Issues

The contribution of critical thinking to STEM disciplines at the time of generative intelligence


  • Received: 27 November 2023 Revised: 10 January 2024 Accepted: 15 January 2024 Published: 29 January 2024
  • After more than two decades since its inception, the acronym STEM (Science, Technology, Engineering, and Mathematics), which designated the scientific disciplines to be strengthened in the U.S. to meet the challenges of the new millennium, is changing its orientation and representations. Furthermore, this is seen in Europe and Asia, a new approach to reading the contemporary world, which is based on a few key concepts: Interdisciplinarity and complexity. Philosophy, by its nature, plays a leading role in developing those skills that the Framework for the 21st Century Learning report has identified as indispensable and grouped under the 4Cs (Critical thinking, Communication, Collaboration, Creativity). Specifically, critical thinking, which originates with philosophy, helps to settle complex situations and problems and this discipline is also capable of bridging knowledge that seems distant from each other, bringing it into dialogue. In this paper, I aim to investigate, by literature review, the role of critical thinking in the STEM disciplines, which are closely connected to the development of technological knowledge, and thus of GAI (Generative Artificial Intelligence), to contribute to a discussion on how can offer a critical understanding of GAI and its uses. The result of this reflection, which does not yet seem to be outlined in the literature, but which hopefully will be more extensively addressed in the future, indicates that critical thinking, guided by philosophy, can play a crucial role in STEM, especially concerning the Post-Normal Science model, in which the construction of scientific knowledge leaves the academy. Moreover, GAI tools significantly modify the interactions between the different knowledge actors.

    Citation: Elena Guerra. The contribution of critical thinking to STEM disciplines at the time of generative intelligence[J]. STEM Education, 2024, 4(1): 71-81. doi: 10.3934/steme.2024005

    Related Papers:

  • After more than two decades since its inception, the acronym STEM (Science, Technology, Engineering, and Mathematics), which designated the scientific disciplines to be strengthened in the U.S. to meet the challenges of the new millennium, is changing its orientation and representations. Furthermore, this is seen in Europe and Asia, a new approach to reading the contemporary world, which is based on a few key concepts: Interdisciplinarity and complexity. Philosophy, by its nature, plays a leading role in developing those skills that the Framework for the 21st Century Learning report has identified as indispensable and grouped under the 4Cs (Critical thinking, Communication, Collaboration, Creativity). Specifically, critical thinking, which originates with philosophy, helps to settle complex situations and problems and this discipline is also capable of bridging knowledge that seems distant from each other, bringing it into dialogue. In this paper, I aim to investigate, by literature review, the role of critical thinking in the STEM disciplines, which are closely connected to the development of technological knowledge, and thus of GAI (Generative Artificial Intelligence), to contribute to a discussion on how can offer a critical understanding of GAI and its uses. The result of this reflection, which does not yet seem to be outlined in the literature, but which hopefully will be more extensively addressed in the future, indicates that critical thinking, guided by philosophy, can play a crucial role in STEM, especially concerning the Post-Normal Science model, in which the construction of scientific knowledge leaves the academy. Moreover, GAI tools significantly modify the interactions between the different knowledge actors.



    加载中


    [1] Li, Y., Wang, K., Xiao, Y., Froyd J.E., Research and trends in STEM education: a systematic review of journal publications. International Journal of STEM Education, 2020, 7: 11. https://doi.org/10.1186/s40594-020-00207-6 doi: 10.1186/s40594-020-00207-6
    [2] Li, Y., Froyd, J.E. and Wang, K., Learning about research and readership development in STEM education: A systematic analysis of the journal's publications from 2014 to 2018. International Journal of STEM Education, 2019, 6: 19. https://doi.org/10.1186/s40594-019-0176-1 doi: 10.1186/s40594-019-0176-1
    [3] Li, Y., Five years of development in pursuing excellence in quality and global impact to become the first journal in STEM Education covered in SSCI. International Journal of Education STEM, 2019, 6: 42. https://doi.org/10.1186/s40594-0198-8 doi: 10.1186/s40594-0198-8
    [4] Tsekeris, C., Surviving and thriving in the Fourth Industrial Revolution: Digital skills for education and society. Homo Virtualis, 2019, 2(1): 34–42. https://doi.org/10.12681/homvir.20192 doi: 10.12681/homvir.20192
    [5] Ewing, R. and Gruwell, C., Critical Thinking in Academic Research, 2nd ed., 2023, Minnesota State Colleges, and Universities.
    [6] Jovanović, M. and Campbell, M., Generative Artificial Intelligence Trends and Prospects. Computer, 2022, 55(10): 107‒112. https://doi.org/10.1109/MC.2022.3192720 doi: 10.1109/MC.2022.3192720
    [7] Greco, P., ed., Kosmos. Arte e scienza allo specchio, 2009, Istituto italiano per gli studi filosofici, Napoli, Italy.
    [8] Hersh, R., Mathematical Intuition (Poincaré, Polya, Dewey). The Mathematics Enthusiast, 2011, 8(1): 3. https://doi.org/10.54870/1551-3440.1205
    [9] Griswold, C.L., Plato's Metaphilosophy: Why Plato Wrote Dialogues, in C.L. Griswold (Ed.), Platonic Writings / Platonic Readings, 1988, Pennsylvania State University Press, New York, U.S.
    [10] Dewey, J., How we think: a restatement of the relation of reflective thinking to the educative process, 2nd ed., 1933, D.C. Heath and Company, Boston, New York.
    [11] Kuhn, T.S., La struttura delle rivoluzioni scientifiche, trad. it.: Carugo A., 2009, Torino, Einaudi, Italy.
    [12] Bachelard, G., Il nuovo spirito scientifico, A.Alison trad., 3rd ed. 2018, Mimesis, Milano-Udine, Italy.
    [13] Fayerabend, P., Against method. Outline of an anarchistic theory of knowledge, 1975, NLB, Bristol, England.
    [14] Cambi, F., Attualità della filosofia: nota. Studi Sulla Formazione/Open Journal of Education, 2010, 12(1/2): 277–280. https://doi.org/10.13128/Studi_Formaz-8605 doi: 10.13128/Studi_Formaz-8605
    [15] Olivieri, D., The role of Formazione & Insegnamento in talent education research: critical review of all papers published between 2011 and 2022. Formazione & insegnamento, 2022, 20(3): 735‒754. https://doi.org/10.7346/-fei-XX-03-22_50 doi: 10.7346/-fei-XX-03-22_50
    [16] Striano, M., Capobianco, R. and Petitti, M.R., Il pensiero critico e le competenze per l'apprendimento permanente, in Sfide didattiche. Il pensiero critico nella scuola e nell'università, F. Piro, L. M. Sicca, P. Maturi, M. Squillante, M. Striano (Eds.), 2018, 27‒81. Editoriale Scientifica, Napoli, Italy.
    [17] Minello, R., Tessitori di tele d'acqua. L'incontro tra talento, luogo e contesto. Formazione & insegnamento, 2019, 17(1): 149‒160. https://doi.org/10.7346/-fei-XVⅡ-01-19_13 doi: 10.7346/-fei-XVⅡ-01-19_13
    [18] Capobianco, R., L'educazione all'imprenditorialità per la formazione dei talenti. Un'esperienza didattica nella Scuola Secondaria. Formazione & Insegnamento, 2019, 17(1): 125‒144.
    [19] Alvarado, R., AI as an Epistemic Technology. Science and Engineering Ethics, 2023, 29(5): 32. https://doi.org/10.1007/s11948-023-00451-3 doi: 10.1007/s11948-023-00451-3
    [20] Cannone, E., Ielpo, P., Boccolari, M. and Mangia, C., L'educazione e la comunicazione ambientale ai tempi post-normali. Quaderni di comunicazione scientifica, 2022, 3: 19‒34.
    [21] Funtowicz, S. and Ravetz, J., Post-Normal Science. Science and Governance under Conditions of Complexity, in Interdisciplinarity in Technology Assessment. Wissenschaftsethik und Technikfolgenbeurteilung, Decker, M., Wütscher, F. (eds), 2001, 15‒24. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-04371-4_2
    [22] Ciriaco, S., Fantin, M., Scrigner, C., Faresi, L., Furfaro, G., Trainito, E., et al., Aggiornamento della presenza di "Nudibranchi" nel golfo di Trieste - il valore della citizen science. Biologia Marina Mediterranea, 2023, 27(1): 125‒128.
    [23] European Citizen Science Association, ECSA, Available from: https://www.ecsa.ngo/.
    [24] Caena, F. and Punie, Y., Developing a European Framework for the Personal, Social and Learning to Learn Key Competence (LifEComp), Publications Office of the European Union, 2019, Luxembourg. https://dx.doi.org/10.2760/172528.
    [25] Sala, A., Punie, Y., Garkov, V. and Cabrera, M., LifeComp, Publications Office of the European Union, 2020, Luxembourg. Available from: https://data.europa.eu/doi/10.2760/302967.
    [26] L'Astorina, A. and Mangia, C., Scienza, politica e società: l'approccio post-normale in teoria e nelle pratiche, 2022, CNR Edizioni, Italy. https://doi.org/10.26324/SIA1.PNS
    [27] Colucci-Gray, L., The STEM, STEAM, STEAME debate: What does each term mean and what theoretical frameworks underpin their development? Debates in Science Education, J. Dillon, & M. Watts (Eds.), 2022, 13‒26. https://doi.org/10.4324/9781003137894-3
    [28] Colucci-Gray, L., Doing rebellious research in and beyond the academy. Scottish Educational Review, 2023, 54(2): 287‒290. https://doi.org/10.1163/27730840-20231008 doi: 10.1163/27730840-20231008
    [29] Laplane, L., Mantovani, P., Adolphs, R., Chang, H., Mantovani, A., McFall-Ngai, M., et al., Why science needs philosophy. Proceedings of the National Academy of Sciences, 2019,116(10): 3948‒3952. https://doi.org/10.1073/pnas.1900357116 doi: 10.1073/pnas.1900357116
    [30] Shao, J., Cheng, L., Wang, Y., Li, K. and Li, Y., How peer feedback with regulation scripts contributes to the development of critical thinking in dialogues: Strengthening cognitive and affective feedback content. Interactive Learning Environments, 2023, 1‒20. https://doi.org/10.1080/10494820.2023.2251040 doi: 10.1080/10494820.2023.2251040
    [31] Kaufman, J.C., Kapoor, H., Patston, T. and Cropley, D.H., Explaining standardized educational test scores: The role of creativity above and beyond GPA and personality. Psychology of Aesthetics, Creativity, and the Arts, 2021. https://doi.org/10.1037/aca0000433 doi: 10.1037/aca0000433
    [32] Abrami, P.C., Bernard, R.M., Borokhovski, E., Waddington, D.I., Wade, C.A. and Persson, T., Strategies for Teaching Students to Think Critically: A Meta-Analysis. Review of Educational Research, 2015, 85(2): 275‒314. https://doi.org/10.3102/0034654314551063 doi: 10.3102/0034654314551063
    [33] Tomlinson, M., Conceptualizing transitions from higher education to employment: navigating liminal spaces. Journal of Youth Studies, 2023, 1‒18. https://doi.org/10.1080/13676261.2023.2199148 doi: 10.1080/13676261.2023.2199148
  • Reader Comments
  • © 2024 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(1527) PDF downloads(138) Cited by(1)

Article outline

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog