EFFECTS OF STEM EDUCATION ENHANCED WITH ARTIFICIAL INTELLIGENCE ON CRITICAL THINKING IN THE PLANT KINGDOM AMONG BACHELOR OF EDUCATION STUDENTS IN BIOLOGY
Main Article Content
Abstract
This research aimed to: 1) to develop instructional learning activities based on STEM education integrated with Artificial Intelligence (AI) to enhance students' critical thinking skills, matching the efficiency criterion of 80/80; 2) to compare the critical thinking skills of undergraduate biology education students before and after experiencing the learning activities; and 3) to investigate the overall satisfaction of undergraduate students toward the developed learning activities. The sample group utilized in this study consisted of 19 undergraduate students majoring in biology education at Ubon Ratchathani Rajabhat University, who were selected through a purposive sampling method. The research methodology employed a one-group pretest-posttest design.
The comprehensive research instruments utilized for data collection included:
1) structured lesson plans; 2) a standardized critical thinking assessment test; and
3) a satisfaction evaluation questionnaire. The collected data were statistically analyzed using mean, standard deviation, and a dependent samples t-test. The research results were found as follows: 1) The efficiency of the developed learning activities reached 82.54/86.32, which substantially exceeded the pre-established 80/80 efficiency criterion. 2) The students' post-intervention critical thinking skills were statistically significantly higher than their pre-intervention scores at the .05 level Specifically, the mean score significantly increased from 9.53 before the intervention to 25.80 after the implementation (Mean Difference = 16.26, 95% CI = 13.88–18.65, t(18) = 14.34, p < .001, Cohen's
dz = 3.29). Sub-dimension analysis further indicated that the specific aspect of "evaluation of arguments" exhibited the highest level of improvement. 3) The students expressed the highest level of satisfaction toward the developed learning activities, yielding an average score of 4.61. These findings explicitly demonstrate that integrating Artificial Intelligence as an augmented learning system within STEM education activities can effectively support and enhance students' critical thinking skills.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
บุญชม ศรีสะอาด. (2560). การวิจัยเบื้องต้น (พิมพ์ครั้งที่ 10). สุวีริยาสาส์น. https://library.catc.or.th/book-detail/9918
สถาบันส่งเสริมการสอนวิทยาศาสตร์และเทคโนโลยี. (2559). คู่มือการจัดกิจกรรมสะเต็มศึกษาระดับ มัธยมศึกษา (ม.1-6). สถาบันส่งเสริมการสอนวิทยาศาสตร์และเทคโนโลยี.
https://www.scimath.org/ebook-stem/item/13063-1-6-1-4
Achhibat, I., Ait Lbour, D., & Lebzar, B. (2025). The impact of artificial intelligence on student satisfaction in higher education: Opportunities and ethical challenges. International Journal of Information and Education Technology, 15(6), 1182–1192. https://doi.org/10.18178/ijiet.2025.15.6.2321
Andreucci-Annunziata, P., Riedemann, A., Cortés, S., Mellado, A., del Río, M. T., & Vega-Muñoz, A. (2023). Conceptualizations and instructional strategies on critical thinking in higher education: A systematic review of systematic reviews. Frontiers in Education, 8, Article 1141686. https://doi.org/10.3389/feduc.2023.1141686
Arif, W. P., Sari, M. S., & Lestari, S. R. (2025). Unveiling the roots of botanical literacy: A systematic literature review on its concepts and domains. Eurasia Journal of Mathematics, Science and Technology Education, 21(4), Article em2612. https://doi.org/10.29333/ejmste/16121
Asri, K., Gita, R. S. D., Priawasana, E., & Marsidi. (2025, November 12-13). Developing the framework of hydroponic farming to enhance students’ science literacy for the implementation of RBL-STEM learning activities [Conference presentation]. The AIP Conference on Physics Education and Its Application (PESIP 2025), Surabaya, Indonesia. https://doi.org/10.1063/5.0299315
Barak, M., & Shahab, C. (2023). The conceptualization of critical thinking: Toward a culturally inclusive framework for technology-enhanced instruction in higher education. Journal of Science Education and Technology, 32, 872–883. https://doi.org/10.1007/s10956-022-09999-4
Bui, T., Nguyen, T., Nguyen, M., Tran, T., Nguyen, T., Tran, V., Dang, U. P., Vu, C., & Hoang, A. (2024). Research on STEM in early childhood education from 1992 to 2022: A bibliometric analysis from the Web of Science database. European Journal of Educational Research, 13(3), 1057–1075. https://doi.org/10.12973/eu-jer.13.3.1057
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates. https://utstat.toronto.edu/~brunner/oldclass/378f16/readings/CohenPower.pdf
Gyulsina, B. (2024). The impact of artificial intelligence on the development of critical thinking in the process of learning STEM disciplines. Холодная наука, 8, 47–55. https://cyberleninka.ru/article/n/the-impact-of-artificial-intelligence-on-the-development-of-critical-thinking-in-the-process-of-learning-stem-disciplines
Jaramillo Gómez, D. L., Álvarez Maestre, A. J., Parada Trujillo, E., Pérez Fuentes, C. A., Bedoya Ortiz, D. H., & Sanabria Alarcón, R. K. (2025). Determining factors for the development of critical thinking in higher education. Journal of Intelligence, 13(6), Article 59. https://doi.org/10.3390/jintelligence13060059
Kasmiruddin, K., Winarni, E. W., & Rahman, A. (2025). Enhancing critical thinking skills of biology students through the development of STEM-based invertebrate zoology teaching materials. Jurnal Penelitian Pendidikan IPA, 11(9), 237–244. https://doi.org/10.29303/jppipa.v11i9.11637
Kumar, J. M. (2024). The imperative of critical thinking in higher education. IETE Technical Review, 41(5), 509–510. https://doi.org/10.1080/02564602.2024.2390290
Mankong, P., & Suppapittayaporn, D. (2018). Critical thinking ability in science of grade 8 students learned through argument mapping. Journal of Education Naresuan University, 20(4), 129 –143. https://search.asean-cites.org/article.html?b3BlbkFydGljbGUmaWQ9MjI3MjQw
Nawaz, M. (2024). AI in STEM education: Enhancing problem-solving and critical thinking skills. AI EDIFY Journal, 1(4). https://researchcorridor.org/index.php/aiej/article/view/252
OECD. (2023). PISA 2022 Results (Volume I): The state of learning and equity in education. OECD Publishing. https://doi.org/10.1787/53f23881-en
Ouyang, F., Dinh, T. A., & Xu, W. (2023). A systematic review of AI-driven educational assessment in STEM education. Journal for STEM Education Research, 6(2), 408–426. https://doi.org/10.1007/s41979-023-00112-x
Papaneophytou, C., & Nicolaou, S. A. (2025). Promoting critical thinking in biological sciences in the era of artificial intelligence: The role of higher education. Trends in Higher Education, 4(2), Article 24. https://doi.org/10.3390/higheredu4020024
Ploenchai, K., & Chaijaroen, S. (2025). The development of critical thinking of grade 9 students learning with constructivist web-based learning environment integrated with artificial intelligence in computing science. Journal of Information and Learning, 36(2), Article e280693. https://so04.tci-thaijo.org/index.php/jil/article/view/280693
Rivas, B., Saiz, C., & Ossa, C. (2022). Metacognitive strategies and development of critical thinking in higher education. Frontiers in Psychology, 13, Article 913219. https://doi.org/10.3389/fpsyg.2022.913219
Satidgosol, R., & Art-in, S. (2024). Development of problem-solving and critical thinking abilities of grade 10 students using problem-based learning with flipped classroom. Journal of Humanities and Social Sciences Nakhon Phanom University, 14(3), 241–255. https://so03.tci-thaijo.org/index.php/npuj/article/view/281247
Schei, O. M., Møgelvang, A., & Ludvigsen, K. (2024). Perceptions and use of AI chatbots among students in higher education: A scoping review of empirical studies. Education Sciences, 14(8), Article 922. https://doi.org/10.3390/educsci14080922
Shahbazloo, F., & Mirzaie, R. A. (2023). Investigating the effect of 5E-based STEM education in solar energy context on creativity and academic achievement of female junior high school students. Thinking Skills and Creativity, 49, Article 101336. https://doi.org/10.1016/j.tsc.2023.101336
Suherman, S., Vidákovich, T., Mujib, M., Hidayatulloh, H., Andari, T., & Susanti, V. D. (2025). The role of STEM teaching in education: An empirical study to enhance creativity and computational thinking. Journal of Intelligence, 13(7), Article 88. https://doi.org/10.3390/jintelligence13070088
Uno, G. E. (2009). Botanical literacy: What and how should students learn about plants? American Journal of Botany, 96(10), 1753-1759. https://doi.org/10.3732/ajb.0900025
Watson, G., & Glaser, E. M. (1980). Watson-Glaser critical thinking appraisal.
The Psychological Corporation. https://books.google.com/books/about/Watson_Glaser_Critical_Thinking_Appraisa.html?id=jtGJnQEACAAJ
Xu, W., & Ouyang, F. (2022). The applications of artificial intelligence in STEM education: A systematic review (2011–2021). International Journal of STEM Education, 9, Article 59. https://doi.org/10.1186/s40594-022-00377-5
Yu, L., & Zin, Z. M. (2023). The critical thinking-oriented adaptations of problem-based learning models: A systematic review. Frontiers in Education, 8, Article 1139987. https://doi.org/10.3389/feduc.2023.1139987