Enhancing students’ critical thinking skills: Developing a biology practicum module using the PjBL model by integrating local Banana Goroho
DOI:
https://doi.org/10.33503/ebio.v10i02.2154Keywords:
Biology learning, critical thinking skills, project-based learning, practicum modules, Musa acuminafeAbstract
The lack of integration of project-based learning (PjBL) in nutrition education, especially in the context of local foods that have great potential but have not been widely explored, especially the use of (Musa acuminafe) as a practicum material, which is an alternative carbohydrate source typical of the Minahasa region. This study aims to develop a practicum module that enhances thinking skills using the PjBL model by testing the nutritional content of local foods of the Minahasa community (local banana Goroho/Musa acuminafe). This study employed a research and development (R&D) approach using the ASIE model (Analyse, Design, Implement, and Evaluate). The research subjects were undergraduate Biology students at Manado State University, with a sample of 30 students enrolled in the first semester of the 2024/2025 academic year. The research instruments included module validation sheets, student response questionnaires, and critical thinking skills tests to assess the effectiveness of the developed practicum module with the N-Gain score. The validation results from material and media experts show that the developed module is very valid, with scores reaching 96.166% and 95.6%, respectively. Furthermore, testing of students' critical thinking skills showed very good results, with an average score reaching 85.51%. In addition, student responses to this practicum module were also very positive, with an average score of 91.074%, which indicates a very practical category. These findings confirm the module's effectiveness in enhancing students' critical thinking skills (N-Gain=0.71, high category) and its relevance in the context of locally-based nutrition education. This research significantly contributes to the development of innovative and community-relevant learning methods and can serve as a reference for further research in education and nutrition.
References
Adigun, O. T. (2020). Computer-assisted instruction, project based learning and achievement of deaf learners in biology. Journal of E-Learning and Knowledge Society, 16(1), 23–32. https://doi.org/10.20368/1971-8829/1135190
Ahİ, B. (2017). Thinking about digestive system in early childhood : A comparative study about biological knowledge. Cogent Education, 4(1), 1–16. https://doi.org/10.1080/2331186X.2017.1278650
Alawi, N. H., & Soh, T. M. T. (2019). The Effect of project-based learning (PjBL) on critical thinking skills form four students on dynamic ecosystem topic “vector! oh! vector!” Creative Education, 10(12), 3107–3117. https://doi.org/10.4236/ce.2019.1012235
Almulla, M. A. (2023). Constructivism learning theory : A paradigm for students ’ critical thinking , creativity , and problem solving to affect academic performance in higher education Constructivism learning theory : A paradigm for students ’ critical thinking , creativity , . Cogent Education, 10(1), 1–25. https://doi.org/10.1080/2331186X.2023.2172929
Amaral, J. A. A. do, & Fregni, F. (2021). Applying neuroscience concepts to enhance learning in an online project-based learning centered course. Journal of Problem Based Learning in Higher Education, 9(2), 142–159. https://doi.org/10.5278/ojs.jpblhe.v9i2.5892
Arzu, Ç., Özgü, S., & Cabbar, B. G. (2020). Comparison of misconceptions about human digestive system of turkish , albanian and bosnian 12th grade high school students. World Journal of Education, 10(3), 148–159. https://doi.org/10.5430/wje.v10n3p148
Bezanilla, M. J., Fernández-Nogueira, D., Poblete, M., & Galindo-Domínguez, H. (2019). Methodologies for teaching-learning critical thinking in higher education: The teacher’s view. Thinking Skills and Creativity, 33, 1–10. https://doi.org/10.1016/j.tsc.2019.100584
Byrnes, J. P., & Dunbar, K. N. (2014). The nature and development of critical-analytic thinking. Educational Psychology Review, 26(4), 477–493. https://doi.org/10.1007/s10648-014-9284-0
Cargas, S., Williams, S., & Rosenberg, M. (2017). An approach to teaching critical thinking across disciplines using performance tasks with a common rubric. Thinking Skills and Creativity, 26, 24–37. https://doi.org/10.1016/j.tsc.2017.05.005
Chaijum, N., & Hiranyachattada, T. (2020). Integrated learning and project-based learning for project of electrical measurement and instrumentations in electrical engineering course. European Journal of Science and Mathematics Education, 8(1), 6–11. https://doi.org/10.30935/scimath/9543
Chala, A. A. (2019). Practice and challenges facing practical work implementation in natural science subjects at secondary schools. Journal of Education and Practice, 10(31), 1–17. https://doi.org/10.7176/jep/10-31-01
Chang, C., & Yen, W. (2021). The role of learning style in engineering design thinking via project-based STEM course. Asia Pacific Journal of Education, 43(4), 1125–1143.. https://doi.org/10.1080/02188791.2021.1957776
Chen, C. (2018). Revisiting the effects of project-based learning on students’ academic achievement: A meta-analysis investigating moderators. In Educational Research Review. Elsevier Ltd. https://doi.org/10.1016/j.edurev.2018.11.001
Dias-Oliveira, E., Pasion, R., Vieira da Cunha, R., & Lima Coelho, S. (2024). The development of critical thinking, team working, and communication skills in a business school–A project-based learning approach. Thinking Skills and Creativity, 54, 1–13. https://doi.org/10.1016/j.tsc.2024.101680
Ennis, R. H. (1984). Problems in testing informal logic critical thinking reasoning ability. Informal Logic, 6(1), 3–9. https://doi.org/10.22329/il.v6i1.2717
Ennis, R. H. (1987). A taxonomy of critical thinking dispositions and abilities. New York: W.H Freeman.
Fauzi, A., Rosyida, A. M., Rohma, M., & Khoiroh, D. (2021). The difficulty index of biology topics in Indonesian Senior High School: Biology undergraduate students’ perspectives. JPBI (Jurnal Pendidikan Biologi Indonesia), 7(2), 149–158. https://ejournal.umm.ac.id/index.php/jpbi/article/view/16538
Fitriani, A., Zubaidah, S., Susilo, H., & Al Muhdhar, M. H. I. (2020). PBLPOE: A learning model to enhance students’ critical thinking skills and scientific attitudes. International Journal of Instruction, 13(2), 89–106. https://doi.org/10.29333/iji.2020.1327a
Gao, H., Hashim, H., & Yunus, M. (2024). The effect of project-based learning (PjBL) Class Model on Chinese undergraduates ’ argumentative writing performance. Cogent Education, 11(1), 1–16. https://doi.org/10.1080/2331186X.2024.2396715
Guo, P., Saab, N., Post, L. S., & Admiraal, W. (2020). A review of project-based learning in higher education: Student outcomes and measures. International Journal of Educational Research, 102, 1–13. https://doi.org/10.1016/j.ijer.2020.101586
Hadira, Sari, M. S., & Sulisetijoni. (2024). Development of e-modules based on problem-based learning to enhance problem-solving skills and student self-efficacy. Jurnal Penelitian Dan Pengkajian Ilmu Pendidikan: E-Saintika, 8(1), 86–101. https://doi.org/10.36312/esaintika.v8i1.1622
Haile, K. W., Olamo, T. G., & Yemiru, M. A. (2024). Utilizing communication strategies to enhance reflective learning in Ethiopian EFL classrooms. Heliyon, 10(13), 1–19. https://doi.org/10.1016/j.heliyon.2024.e32585
Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809
Hasnunidah, N., Susilo, H., Irawati, M., & Suwono, H. (2019). The contribution of argumentation and critical thinking skills on students’ concept understanding in different learning models. Journal of University Teaching and Learning Practice, 17(1), 1–13. https://doi.org/10.53761/1.17.1.6
Hikamah, S. R., Hariyadi, S., & Siskawati, F. S. (2025). Optimization of the Pancasila student profile character through the local wisdom project of Hylocereus sp. plants. Edubiotik : Jurnal Pendidikan, Biologi Dan Terapan, 10(01), 1–10. https://doi.org/10.33503/ebio.v10i01.5
Huang, W., London, J. S., & Perry, L. A. (2023). Project-based learning promotes students’ perceived relevance in an engineering statistics course: a comparison of learning in synchronous and online learning environments. Journal of Statistics and Data Science Education, 0(0), 1–18. https://doi.org/10.1080/26939169.2022.2128119
Issa, H. B., & Khataibeh, A. (2021). The effect of using project based learning on improving the critical thinking among upper basic students from teachers’ perspectives. Pegem Egitim ve Ogretim Dergisi, 11(2), 52–57. https://www.pegegog.net/index.php/pegegog/article/view/1307
Khafah, F., & Suprapto, P. K. (2023). The effect of project-based learning model on students ’ critical and creative thinking skills in the ecosystem concept. JPBI (Jurnal Pendidikan Biologi Indonesia), 9(3), 244–255. https://doi.org/10.22219/jpbi.v9i3.27461
Kong, S. C., & Hou, C. (2025). Predictive capability of foundational concepts tests for problem-solving using machine learning concepts: Evaluating project-based learning courses in artificial intelligence literacy education. Computers and Education: Artiϧcial Intelligence, 9(4), 1–11. https://doi.org/10.1016/j.ijnurstu.2013.06.009
Krajcik, J. S., & Shin, N. (2014). Project-based learning. the cambridge handbook of the learning. The Cambridge Handbook of the Learning Sciences, Second Edition, 275–297. https://doi.org/10.1017/CBO9781139519526.018
Kwangmuang, P., Jarutkamolpong, S., Sangboonraung, W., & Daungtod, S. (2021). Heliyon The development of learning innovation to enhance higher order thinking skills for students in Thailand junior high schools. Heliyon, 7(6), 1–13. https://doi.org/10.1016/j.heliyon.2021.e07309
Leasa, M., Corebima, A. D., & Batlolona, J. R. (2020). The effect of learning styles on the critical thinking skills in natural science learning of elementary school students. Elementary Education Online, 19(4), 2086–2097. https://ilkogretim-online.org/index.php/pub/article/view/7104
Leasa, M., Papilaya, P. M., Batlolona, J. R., & Nuniary, S. (2023). Project-based learning: changing students’ scientific thinking to be creative from waste natural materials. Jurnal Penelitian Pendidikan IPA, 9(1), 350–359. https://jppipa.unram.ac.id/index.php/jppipa/article/view/2459
Makafui, C., Merwe, A. S. Van Der, & Gross, J. (2021). Students’ and educators’ experiences with instructional activities towards critical thinking skills acquisition in a nursing school. International Journal of Africa Nursing Sciences, 14, 1–8. https://doi.org/10.1016/j.ijans.2021.100293
Markula, A., & Aksela, M. (2022). The key characteristics of project-based learning: how teachers implement projects in K-12 science education. Disciplinary and Interdisciplinary Science Education Research, 4(1), 1–17. https://doi.org/10.1186/s43031-021-00042-x
Masing, F. A., & Aminatun, T. (2022). Developing an SSI-based learning model of android module to improve critical thingking skills of students. Jurnal Pembelajaran Dan Biologi Nukleus, 8(3), 673–685. https://doi.org/10.36987/jpbn.v8i3.3226
Mekawy, A. A. I., Alqhtani, A. H., Ali, A., & Yosri, M. (2025). In vitro detection of antimicrobial impact , organic acids production and phytochemical screening of Musa acuminata wastes after treatment with fungi. Brazilian Journal of Biology, 85, 1–8. https://www.researchgate.net/publication/389819369
Mihai, R. A., Ter, V. A., Portilla-benalcazar, K. A., Ramos-guaytarilla, L. E., Vizuete-cabezas, M. J., Melo-heras, E. J., Cubi-insuaste, N. S., & Catana, R. D. (2024). Secondary Metabolites and Antioxidant Activity against Moko Disease as a Defense Mechanism of Musa spp . from the Ecuadorian Coast Area. Metabolites, 14, 1–17. https://doi.org/10.3390/metabo14060307
Muhfahroyin, M., Rachmadiarti, F., Mahanal, S., & Zubaidah, S. (2023). Improving critical thinking of low ability students through TPS and PBL integration in biology learning. Journal of Turkish Science Education, 20(4), 606–618. https://doi.org/10.36681/tused.2023.034
Ndayambaje, J. B., Bikorimana, E., & Nsanganwimana, F. (2021). Factors contributing to the students ’ poor performance in biology subject : A case study of ordinary level in rural secondary schools of Rwamagana district. GSC Biological and Pharmaceutical Sciences, 15(3), 249–261. https://doi.org/10.30574/gscbps.2021.15.3.0163
Nelson, K. L., Rauter, C. M., & Cutucache, C. E. (2018). Life science undergraduate mentors in NE STEM 4U significantly outperform their peers in critical thinking skills. CBE Life Sciences Education, 17(4), 1–7. https://doi.org/10.1187/cbe.18-03-0038
Ospankulova, E., Maxutov, S., Lathrop, R., & Anuarova, L. (2025). Science students ’ attitudes , learning , critical thinking and engagement in project-based learning. Cogent Education, 12(1), 1–17. https://doi.org/10.1080/2331186X.2024.2445358
Osuafor, A. M., & A. Amaefuna, I. (2016). A survey of biology teachers use of activity-oriented, laboratory practical exercises to promote functional biology education. Journal of Education and Learning (EduLearn), 10(3), 281–290. https://doi.org/10.11591/edulearn.v10i3.3952
Pramasdyahsari, A. S., Setyawati, R. D., Aini, S. N., Nusuki, U., Arum, J. P., Astutik, L. D., Widodo, W., Zuliah, N., & Salmah, U. (2023). Fostering students’ mathematical critical thinking skills on number patterns through digital book STEM PjBL. Eurasia Journal of Mathematics, Science and Technology Education, 19(7), 1–13. https://doi.org/10.29333/ejmste/13342
Pranjol, M. Z. I., Oprandi, P., & Watson, S. (2024). Project-based learning in biomedical sciences: using the collaborative creation of revision resources to consolidate knowledge, promote cohort identity and develop transferable skills. Journal of Biological Education, 58(5), 1048–1064. https://doi.org/10.1080/00219266.2022.2147576
Ralph, R. A. (2015). Post secondary project-based learning in science, technology, engineering and mathematics. Journal of Technology and Science Education, 6(1), 26–35. https://doi.org/10.3926/jotse.155
Ramadhan, T., & Suyanto, S. (2020). Biology science practicum learning: An evaluation study in junior high school of Ngemplak-Indonesia. JPBI (Jurnal Pendidikan Biologi Indonesia), 6(3), 361–366. https://ejournal.umm.ac.id/index.php/jpbi/article/view/13657
Rehman, N., Huang, X., Mahmood, A., AlGerafi, M. A. M., & Javed, S. (2024). Project-based learning as a catalyst for 21st-Century skills and student engagement in the math classroom. Heliyon, 10(23), 1–17. https://doi.org/10.1016/j.heliyon.2024.e39988
Reis, A. C. B., Barbalho, S. C. M., & Zanette, A. C. D. (2017). A bibliometric and classification study of Project-based Learning in Engineering Education. Production, 27(Special Issue), 1–16. https://prod.org.br/article/doi/10.1590/0103-6513.225816
Rico, H., Alberto, M., Puente, D., & Pabon, A. (2023). Evaluating the impact of simulation-based instruction on critical thinking in the colombian caribbean : an experimental study. Cogent Education, 10(2), 1–15. https://doi.org/10.1080/2331186X.2023.2236450
Rong, W. (2025). Critical Thinking , Epistemic Cognition and the Teaching of Archival Analysis in Political Science Critical Thinking , Epistemic Cognition and the Teaching of Archival Analysis in Political Science. Journal of Political Science Education, 0(0), 1–15. https://doi.org/10.1080/15512169.2025.2462001
Sasson, I., Yehuda, I., & Malkinson, N. (2018). Fostering the skills of critical thinking and question-posing in a project-based learning environment. Thinking Skills and Creativity, 29, 203–212. https://doi.org/10.1016/j.tsc.2018.08.001
Sauter, T., Bintener, T., Kishk, A., Presta, L., Prohaska, T., Guignard, D., Zeng, N., Cipriani, C., Arshad, S., Pfau, T., Conde, P. M., & Pacheco, M. P. (2022). Project-based learning course on metabolic network modelling in computational systems biology. PLoS Computational Biology, 18(1), 1–17. https://doi.org/10.1371/journal.pcbi.1009711
Shen, X., & Feng, M. (2024). Three-wave cross-lagged model on the correlations between critical thinking skills , self-directed learning competency and AI-assisted writing. Thinking Skills and Creativity, 52, 1–13. https://doi.org/10.1016/j.tsc.2024.101524
Styers, M. L., Van Zandt, P. A., & Hayden, K. L. (2018). Active learning in flipped life science courses promotes development of critical thinking skills. CBE Life Sciences Education, 17(3), 1–13. https://doi.org/10.1187/cbe.16-11-0332
Suniati, F. R. T., & Purnomo, H. (2019). Goroho (Musa acuminafe, sp) banana flour as natural antioxidant source in Indonesian meatball production. Food Research, 3(6), 678–683. https://www.researchgate.net/publication/333439323
Susanti, E. D., Subagiyo, L., & Maasawet, E. T. (2024). How are teachers and students ’ perceptions of problems with practicum-based learning methods and media to improve students critical thinking skills. International Journal of Sciences: Basic and Applied Research, 73(1), 413–424. https://www.gssrr.org/index.php/JournalOfBasicAndApplied/article/view/16983/6757
Tampubolon, M. L. V., & Sipahutar, H. (2024). Development of project-based modules to improve learning outcomes, critical thinking and problem-solving skills. JPBI (Jurnal Pendidikan Biologi Indonesia), 10(2), 531–541. https://doi.org/10.22219/jpbi.v10i2.32958
van der Zanden, P. J. A. C., Denessen, E., Cillessen, A. H. N., & Meijer, P. C. (2020). Fostering critical thinking skills in secondary education to prepare students for university: teacher perceptions and practices. Research in Post-Compulsory Education, 25(4), 394–419. https://doi.org/10.1080/13596748.2020.1846313
Waite, C. (2020). Spotlight on Project-Based Learning: Seeing the forest and the trees. Childhood Education, 96(2), 30–41. https://doi.org/10.1080/00094056.2020.1733860
Wartono, W., Hudha, M. N., & Batlolona, J. R. (2018). How are the physics critical thinking skills of the students taught by using inquiry-discovery through empirical and theorethical overview? Eurasia Journal of Mathematics, Science and Technology Education, 14(2), 691–697. https://doi.org/10.12973/ejmste/80632
Watoni, E. S., Ngabekti, S., & Wijayati, N. (2022). Education development of Lombok Island environmental change e-module to improve environmental literacy and data literacy of high school students. Journal of Innovative Science Education, 11(37), 156–169. https://journal.unnes.ac.id/sju/jise/article/view/51081/20092
Wijnia, L. (2025). Situating higher ‑ order, critical, and critical ‑ analytic thinking in problem ‑ and project ‑ based learning environments : a systematic review. In Educational Psychology Review (Issue 35). Springer US. https://doi.org/10.1007/s10648-023-09757-x
Wiyono, B. B., Imron, A., Sumarsono, R. B., Musa, K., Binti, R., & Saat, M. (2025). The effect of constructivist learning and project-based learning model on students ’ entrepreneurial competence in higher education. Cogent Education, 12(1), 1–21. https://doi.org/10.1080/2331186X.2025.2557606
Wu, X. (2024). Heliyon Unveiling the dynamics of self-regulated learning in project-based learning environments. Heliyon, 10(5), 1–19. https://doi.org/10.1016/j.heliyon.2024.e27335
Wulandari, D. S., Prayitno, B. A., & Maridi, M. (2022). Developing the guided inquiry-based module on the circulatory system to improve student’s critical thinking skills. JPBI (Jurnal Pendidikan Biologi Indonesia), 8(1), 77–85. https://doi.org/10.22219/jpbi.v8i1.16512
Yücel, Ü. A. I., & Usluel, Y. K. (2016). Knowledge building and the quantity, content and quality of the interaction and participation of students in an online collaborative learning environment. Computers and Education, 97, 31–48. https://doi.org/10.1016/j.compedu.2016.02.015
Zain, I. M., Muniandy, B., & Hashim, W. (2016). An Integral ASIE ID Model: The 21st Century Instructional Design Model for Teachers. Universal Journal of Educational Research, 4(3), 547–554. https://doi.org/10.13189/ujer.2016.040311
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