STEM-Integrated Problem-Based Learning in Green Chemistry to Enhance Chemical Literacy and Scientific Attitudes
DOI:
10.29303/jppipa.v11i3.10666Published:
2025-03-25Issue:
Vol. 11 No. 3 (2025): MarchKeywords:
Chemical literacy, Green chemistry, Problem-based learning, Scientific Attitudes, STEMResearch Articles
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Abstract
Students' low chemical literacy and scientific attitudes in understanding chemical concepts, particularly in green chemistry, pose significant challenges in chemistry education today. Traditional learning models are often less effective in fostering 21st-century skills, such as critical thinking and problem-solving, which are essential for a more relevant and applicable chemistry education. This study aims to evaluate the impact of a STEM integrated with Problem-Based Learning (PBL) model on students' chemical literacy and scientific attitudes in green chemistry. Employing a quasi-experimental design, the study involved two experimental classes and two control classes. Each group participated in pretests and posttests to assess their chemical literacy and scientific attitudes. The analysis revealed that the PBL-STEM model significantly enhanced students' chemical literacy (N-Gain = 0.54) and scientific attitudes (N-Gain = 0.46) compared to traditional learning methods. Although the improvement in scientific attitudes was more pronounced, the increase in chemical literacy was relatively lower, indicating the necessity for adjustments in instructional approaches to deepen students' understanding of chemical concepts. The integration of green chemistry principles within the PBL-STEM model effectively connected chemistry education with global environmental challenges while also fostering 21st-century skills such as critical thinking and problem-solving. This study concludes that the PBL-STEM model presents a promising alternative for enhancing the quality of chemistry education and preparing students to navigate the complexities of an ever-evolving world.
References
Adhelacahya, K., Sukarmin, S., & Sarwanto, S. (2023). Impact of Problem-Based Learning Electronics Module Integrated with STEM on Students’ Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(7), 4869–4878. https://doi.org/10.29303/jppipa.v9i7.3931
Adisha, N., & Rohaeti, E. (2024). The Influence of Problem Based Learning Models on Cognitive Learning Outcomes and Scientific Attitudes of High School Students on Thermochemical Subject. Jurnal Penelitian Pendidikan IPA, 10(4), 2136–2143. https://doi.org/10.29303/jppipa.v10i4.6448
Afikah, A., Rohaeti, E., Jumadi, J., & Perdana, R. (2023). Student’s higher-order thinking skills and collaboration skills in online learning during pandemic. International Journal of Evaluation and Research in Education, 12(1), 23–33. https://doi.org/10.11591/ijere.v12i1.23797
Afrianto. (2018). Being a professional teacher in the era of industrial revolution 4.0: opportunities, challenges and strategies for innovative classroom practices. English Language Teaching and Research, 2(1), 3. Retrieved from https://shorturl.at/Tb5ny
Akcanca, N. (2020). 21st Century Skills: The Predictive Role of Attitudes Regarding STEM Education and Problem-Based Learning. International Journal of Progressive Education, 16(5), 443–458. https://doi.org/10.29329/ijpe.2020.277.27
Al Idrus, S. W., Mutiah, M., Rahmawati, R., Junaedi, E., & Anwar, Y. A. S. (2021). Sosialisasi Prinsip Green Chemistry untuk Meningkatkan Kesadaran Akan Bahaya Limbah Kimia Terhadap Lingkungan pada Mahasiswa Prodi Pendidikan Kimia FKIP UNRAM. Jurnal Pengabdian Masyarakat Sains Indonesia, 3(2). https://doi.org/10.29303/jpmsi.v3i2.135
Anastas, P. T., & Zimmerman, J. B. (2018). The United Nations sustainability goals: How can sustainable chemistry contribute? Current Opinion in Green and Sustainable Chemistry, 13, 150–153. https://doi.org/10.1016/j.cogsc.2018.04.017
Arends, R. I. (2014). Learning to Teach. McGraw-Hill Education.
Arisoy, B., & Aybek, B. (2021). The effects of subject-based critical thinking education in mathematics on students’ critical thinking skills and virtues. Eurasian Journal of Educational Research, 2021(92), 99–120. https://doi.org/10.14689/ejer.2021.92.6
Ariyatun, A., & Octavianelis, D. F. (2020). Pengaruh Model Problem Based Learning Terintegrasi Stem Terhadap Kemampuan Berpikir Kritis Siswa. JEC: Journal of Educational Chemistry, 2(1), 33. https://doi.org/10.21580/jec.2020.2.1.5434
Armstrong, L. B., Rivas, M. C., Zhou, Z., Irie, L. M., Kerstiens, G. A., Robak, M. A. T., Douskey, M. C., & Baranger, A. M. (2019). Developing a Green Chemistry Focused General Chemistry Laboratory Curriculum: What Do Students Understand and Value about Green Chemistry? Journal of Chemical Education, 96(11), 2410–2419. https://doi.org/10.1021/acs.jchemed.9b00277
Baptista, M., & Martins, I. (2023). Effect of a STEM approach on students’ cognitive structures about electrical circuits. International Journal of STEM Education, 10(1). https://doi.org/10.1186/s40594-022-00393-5
Barrows, H. S., & Tamblyn, R. M. (1980). Problem-based learning : an approach to medical education. New York: Springer.
Bybee, R. W., Taylor, J. A., Gardner, A., Scotter, P. V., Powell, J. C., Westbrook, A, & Landes, N. (2006). The BSCS 5E Instructional Model: Origins, Effectiveness, and Applications. Bscs, 1–19. Retrieved from https://fremonths.org/ourpages/auto/2008/5/11/1210522036057/bscs5efullreport2006.pdf
Davidi, E. I. N., Sennen, E., & Supardi, K. (2021). Integrasi Pendekatan STEM (Science, Technology, Enggeenering and Mathematic) Untuk Peningkatan Keterampilan Berpikir Kritis Siswa Sekolah Dasar. Scholaria: Jurnal Pendidikan Dan Kebudayaan, 11(1), 11–22. https://doi.org/10.24246/j.js.2021.v11.i1.p11-22
Deti Ratih, P., & Rohaeti, E. (2024). Development of Electronic Worksheet Based on Problem-Based Learning in a Course on Acid-Bases to Develop Students’ Problem-Solving Ability. KnE Social Sciences, 166–176. https://doi.org/10.18502/kss.v9i8.15504
Devi, V. M., Susilawati, & Kosim. (2024). The Effectiveness of Developing Science Learning Devices with the Integrated PBL Model of the STEM Approach in Improving Students’ Problem-Solving Ability and Self-Efficacy. Jurnal Penelitian Pendidikan IPA, 10(5), 2530–2536. https://doi.org/10.29303/jppipa.v10i5.4352
Diana, N., Yohannes, & Sukma, Y. (2021). The effectiveness of implementing project-based learning (PjBL) model in STEM education: A literature review. Journal of Physics: Conference Series, 1882(1). https://doi.org/10.1088/1742-6596/1882/1/012146
Erlina, E. E., Rona, R. R., Efridah, E., & Rizki, R. (2019). Penerapan Model Pembelajaran Kooperatif Wordsquare untuk Meningkatkan Prestasi Belajar Kimia Siswa Pada Pokok Bahasan Koloid Di Kelas XI SMAS Cerdas Murni. Talenta Conference Series: Science and Technology (ST), 2(1), 159–163. https://doi.org/10.32734/st.v2i1.336
Fajrilia, A., Handoyo, B., & Utomo, D. H. (2019). Pengaruh Model Problem Based Learning terhadap Kemampuan Berpikir Tingkat Tinggi Siswa SMA. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 4(10), 1276. https://doi.org/10.17977/jptpp.v4i10.12798
Fauziyah, N., Hakim, A., & Andayani, Y. (2019). Improving Student Science Literacy Through Problem-Based Learning Oriented To Green Chemistry in Reaction Rate Concept. Jurnal Pijar MIPA, 14(2), 31-35. Retrieved from https://core.ac.uk/download/pdf/276532248.pdf
Febrianto, T., Ngabekti, S., Saptono, S., Haryono, J. M., 908, N., & Selatan, S. (2021). The Effectiveness of Schoology-Assisted PBL-STEM to Improve Critical Thinking Ability of Junior High School Students. Journal of Innovative Science Education, 10(2), 222–229. https://doi.org/10.15294/jise.v9i3.42993
Fikriana, M. F., Wiyanto, W., & Haryani, S. (2023). Development of the Diary Book of Science with the STEM Approach of Discovery in Improving Students’ Concept Understanding and Scientific Communication Skills. Jurnal Penelitian Pendidikan IPA, 9(4), 1641–1649. https://doi.org/10.29303/jppipa.v9i4.3032
Fraenkel, Jack R., Wallen, N. E. (2009). How to Design and Evaluate Research in Education. McGraw-Hill Education.
Gultom, H., & Rohaeti, E. (2024). The Effectiveness of the Ethnochemistry-based Problem Based Learning Model on Students’ Problem-Solving Ability in Chemistry Learning: A Meta-analysis Study in 2021-2024. Jurnal Penelitian Pendidikan IPA, 10(7), 508–514. https://doi.org/10.29303/jppipa.v10i7.8089
Gusman, T. A., Novitasari, N., & Yulina, I. K. (2023). Effect of STEM Integrated Problem-Based Learning Model on Students’ Critical Thinking Skills on Electrolyte and Non-Electrolyte Solution Materials. Jurnal Penelitian Pendidikan IPA, 9(10), 8911–8917. https://doi.org/10.29303/jppipa.v9i10.5163
Hair, J., Anderson, R., Babin, B., & Black, W. (2013). Multivariate Data Analysis. Pearson Education Limited.
Hallinger, P. (2021). Tracking the Evolution of the Knowledge Base on Problem-based Learning: A Bibliometric Review, 1972-2019. Interdisciplinary Journal of Problem-Based Learning, 15(1). https://doi.org/10.14434/ijpbl.v15i1.28984
Ismail, D. H., Nugroho, J., & Rohayati, T. (2023). Literature Review: Soft Skill Needed by Gen Z in the Era RI 4.0 and Society 5.0. Majalah Ilmiah Bijak, 20(1), 119–131. https://doi.org/10.31334/bijak.v20i1.3119
Jamilah, J., Sartika, R. P., & Ulfah, M. (2021). Pengaruh model pembelajaran kooperatif tipe stad terhadap hasil belajar siswa pada materi atom dan partikel penyusunnya. Jurnal Pendidikan Informatika Dan Sains, 10(1), 48–56. https://doi.org/10.31571/saintek.v10i1.2465
Jean, J., Brown, P. R., Jaffe, R. L., Buonassisi, T., & Bulović, V. (2015). Pathways for solar photovoltaics. Energy and Environmental Science, 8(4), 1200–1219. https://doi.org/10.1039/c4ee04073b
Johan, E., & Rohaeti, E. (2024). Does the Integrated Discovery Learning STEM Model Improve Students’ Problem Solving Skills in Chemistry Learning? Meta-Analysis Study. Jurnal Penelitian Pendidikan IPA, 10(3), 130–138. https://doi.org/10.29303/jppipa.v10i3.6879
Kartamiharja, M. R., Sopandi, W., & Anggraeni, D. (2020). Implementation of problem-based learning (PBL) approach in chemistry instructional with context of tofu liquid waste treatment. International Journal of Learning, Teaching and Educational Research, 19(5), 47–77. https://doi.org/10.26803/ijlter.19.5.4
Kaul, S. (2017). Application of Green Chemistry in Daily Life. International Journal of Scientific Development and Research, 2(11), 144–145. Retrieved from https://www.ijsdr.org/viewpaperforall.php?paper=IJSDR1711026
Khotimah, R. P., Adnan, M., Ahmad, C. N. C., & Murtiyasa, B. (2021). Science, Mathematics, Engineering, and Mathematics (STEM) Education in Indonesia: A Literature Review. Journal of Physics: Conference Series, 1776(1). https://doi.org/10.1088/1742-6596/1776/1/012028
Koulougliotis, D., Antonoglou, L., & Salta, K. (2021). Probing Greek secondary school students’ awareness of green chemistry principles infused in context-based projects related to socio-scientific issues. International Journal of Science Education, 43(2), 298–313. https://doi.org/10.1080/09500693.2020.1867327
Langitasari, I., Rogayah, T., & Solfarina, S. (2021). Problem Based Learning (Pbl) Pada Topik Struktur Atom : Keaktifan, Kreativitas Dan Prestasi Belajar Siswa. Jurnal Inovasi Pendidikan Kimia, 15(2), 2813–2823. https://doi.org/10.15294/jipk.v15i2.24866
Lestari, T. P., Sarwi, S., & Sumarti, S. S. (2018). STEM-Based Project Based Learning Model to Increase Science Process and Creative Thinking Skills of 5th Grade. Journal of Primary Education, 7(1), 18–24. https://doi.org/10.15294/jpe.v7i1.21382
Liao, Y., Loures, E. R., Deschamps, F., Brezinski, G., & Venâncio, A. (2018). The impact of the fourth industrial revolution: A cross-country/region comparison. Production, 28. https://doi.org/10.1590/0103-6513.20180061
Listyarini, R. V., Pamenang, F. D. N., Harta, J., Wijayanti, L. W., Asy’ari, M., & Lee, W. (2019). The integration of green chemistry principles into small scale chemistry practicum for senior high school students. Jurnal Pendidikan IPA Indonesia, 8(3), 371–378. https://doi.org/10.15294/jpii.v8i3.19250
Maulidia, A., Lesmono, A. D., & Supriadi, B. (2019). Inovasi Pembelajaran Fisika melalui Penerapan Model PBL (Problem Based Learning) dengan Pendekatan STEM Education untuk Meningkatkan Hasil Belajar Siswa pada Materi Elastisitas dan Hukum Hooke di SMA. Seminar Nasional Pendidikan Fisika, 4(1), 185–190.
McFarlane, D. A. (2013). Understanding the Challenges of Science Education in the 21st Century: New Opportunities for Scientific Literacy. International Letters of Social and Humanistic Sciences, 4(September), 35–44. https://doi.org/10.18052/www.scipress.com/ilshs.4.35
Muhali, M. (2019). Pembelajaran Inovatif Abad Ke-21. Jurnal Penelitian Dan Pengkajian Ilmu Pendidikan: E-Saintika, 3(2), 25. https://doi.org/10.36312/e-saintika.v3i2.126
Mukaromah, L., Mustadi, A., & Nisa, A. (2022). Study of STEM Based on Local Wisdom in Hoening Science Process Skills in the 21st Century Era. Jurnal Penelitian Pendidikan IPA, 8(3), 1168–1174. https://doi.org/10.29303/jppipa.v8i3.1445
Mustofa, M. R., Arif, S., Sholihah, A. K., Aristiawan, & Rokmana, A. W. (2021). Efektivitas Model Pembelajaran Problem Based Learning Berbasis STEM Terhadap. Jurnal Tadris IPA Indonesia, 1(3), 375–384. https://doi.org/10.21154/jtii.v1i3.165
Niswa, W. K., Agustiningsih, A., & Mahmudi, K. (2022). Problem-Based Learning (PBL): An Innovation in Natural Sciences Studies to Improve Critical Thinking Skills. Pancaran Pendidikan, 11(2), 9–18. https://doi.org/10.25037/pancaran.v11i2.389
Nur, S., & Ikhsan, J. (2024). Implementation of STEM Integrated Problem Based Learning Model to Improve Problem Solving Skills and Learning Motivation of Grade X Vocational High School Students on the Material of Substances and Their Changes. Jurnal Penelitian Pendidikan IPA, 10(11), 8882–8891. https://doi.org/10.29303/jppipa.v10i11.9121
Nurazmi, & Bancong, H. (2021). Integrated STEM-Problem Based Learning Model: Its Effect on Students’s Critical Thingking. Kasuari: Physics Education Journel, 4(2), 70–77. https://doi.org/10.37891/kpej.v4i2.219
Parno, Yuliati, L., & Ni’Mah, B. Q. A. (2019). The influence of PBL-STEM on students’ problem-solving skills in the topic of optical instruments. Journal of Physics: Conference Series, 1171(1). https://doi.org/10.1088/1742-6596/1171/1/012013
Prastika, F. R., Dasna, I. W., & Santoso, A. (2022). Implementation of Problem-Based Learning-Stem Strategy on Students’ Conceptual Understanding and Critical Thinking in Fundamental of Chemical Equilibrium. Jurnal Ilmu Pendidikan, 28(1), 1. https://doi.org/10.17977/um048v28i1p1-6
Priliyanti, A., Muderawan, I. W., & Maryam, S. (2021). Analisis Kesulitan Belajar Siswa Dalam Mempelajari Kimia Kelas Xi. Jurnal Pendidikan Kimia Undiksha, 5(1), 11–18. https://doi.org/10.23887/jjpk.v5i1.32402
Putra, W. T. G. (2022). Asesmen Literasi Sains Tema Kimia Hijau Pada Siswa. Indonesian Journal of Educational Development, 3(1), 1–15. https://doi.org/10.5281/zenodo.6557263
Putri, C. D., Pursitasari, I. D., & Rubini, B. (2020). Problem Based Learning Terintegrasi STEM Di Era Pandemi Covid-19 Untuk Meningkatkan Keterampilan Berpikir Kritis Siswa. Jurnal IPA & Pembelajaran IPA, 4(2), 193–204. https://doi.org/10.24815/jipi.v4i2.17859
Rathi, P., & Nausheen, S. (2023). Green chemistry and technology for sustainable development. International Journal of Science and Research Archive, 8(2), 161–165. https://doi.org/10.30574/ijsra.2023.8.2.0225
Ratnasari, D., Irwansyah, F. S., & Subarkah, C. Z. (2019). The making KIT micro scale electrolysis experiments using lithium batteries based on green chemistry. Journal of Physics: Conference Series, 1402(5). https://doi.org/10.1088/1742-6596/1402/5/055031
Roektiningroem, I. E., & Cahyaningsih, F. (2018). Pengaruh Pembelajaran Ipa Berbasis Stem-Pbl Terhadap Keterampilan Berpikir Kritis Dan Hasil Belajar Kognitif. E-Journal Pendidikan IPA, 7(5), 239–244.
Rohaeti, E., Prodjosantoso, A. K., & Irwanto. (2020). Research-oriented collaborative inquiry learning model: Improving students’ scientific attitudes in general chemistry. Journal of Baltic Science Education, 19(1), 108–120. https://doi.org/10.33225/jbse/20.19.108
Rohmah, H. N., Suherman, A., & Utami, I. S. (2021). Penerapan Problem Based Learning Berbasis Stem pada Materi Alat Optik untuk Meningkatkan Kemampuan Berpikir Kritis Peserta Didik. Jurnal Penelitian Pembelajaran Fisika, 12(2), 117–123. https://doi.org/10.26877/jp2f.v12i2.7900
Rosiningtias, W., Rosana, D., & Ningseh, E. L. (2023). Junior High School Students’ Problem Solving Skill: PBL-STEM Model Implementation. Jurnal Penelitian Pendidikan IPA, 9(9), 7658–7664. https://doi.org/10.29303/jppipa.v9i9.4259
Saini, R. D. (2018). Green Chemistry in Daily Life. International Journal for Research in Applied Science and Engineering Technology, 6(2), 70–73. https://doi.org/10.22214/ijraset.2018.2012
Setiawaty, S., Fatmi, N., Rahmi, A., Unaida, R., Fakhrah, Hadiya, I., Muhammad, I., Mursalin, Muliana, Rohantizani, Alchalil, & Sari, R. P. (2018). Science, technology, engineering, and mathematics (Stem) learning on student’s science process skills and science attitudes. Emerald Reach Proceedings Series, 1, 575–581. https://doi.org/10.1108/978-1-78756-793-1-00036
Sharma, S. k., & Mudhoo, A. (2010). Green Chemistry for Environmental Sustainability. CRC Press. https://doi.org/10.1201/ebk1439824733
Smith, K., Maynard, N., Berry, A., Stephenson, T., Spiteri, T., Corrigan, D., Mansfield, J., Ellerton, P., & Smith, T. (2022). Principles of Problem-Based Learning (PBL) in STEM Education: Using Expert Wisdom and Research to Frame Educational Practice. Education Sciences, 12(10). https://doi.org/10.3390/educsci12100728
Suciana, D., Hartinawati, Sausan, I., & Meliza. (2023). A Meta-Analysis Study: The Effect of Problem Based Learning Integrated with STEM on Learning Outcomes. European Journal of Education and Pedagogy, 4(2), 133–138. https://doi.org/10.24018/ejedu.2023.4.2.619
Sumartati, L. (2020). Pendekatan Science, Technology, Engineering and Mathematics Dalam Pembelajaran Kimia 4.0. Jentre, 1(1), 1–8. https://doi.org/10.38075/jen.v1i1.5
Suswati, U. (2021). Penerapan Problem Based Learning (Pbl) Meningkatkan Hasil Belajar Kimia. TEACHING : Jurnal Inovasi Keguruan Dan Ilmu Pendidikan, 1(3), 127–136. https://doi.org/10.51878/teaching.v1i3.444
Wahyudiati, D. (2022). Critical Thinking Skills and Scientific Attitudes of Pre-Service Chemistry Teachers Through the Implementation of Problem-Based Learning Model. Jurnal Penelitian Pendidikan IPA, 8(1), 216–221. https://doi.org/10.29303/jppipa.v8i1.1278
Wan, Z. H., So, W. M. W., & Zhan, Y. (2022). Developing and Validating a Scale of STEM Project-Based Learning Experience. Research in Science Education, 52(2), 599–615. https://doi.org/10.1007/s11165-020-09965-3
Widiyatmoko, A., & Darmawan, M. S. (2023). Implementasi STEM pada pembelajaran IPA di Indonesia: Review artikel tahun 2018-2023. Seminar Nasional IPA XIII Kecermelangan Pendidikan IPA Untuk Konversi Sumber Daya Alam. Retrieved from https://proceeding.unnes.ac.id/snipa/article/view/2321
Wulandari, P. A., Dasna, I. W., & Nazriati. (2022). STEM-PBL and its effect on improving students’ concept understanding in high school chemistry learning. Improving Assessment and Evaluation Strategies on Online Learning, 135–140. https://doi.org/10.1201/9781003261346-21
Yildirim, B. (2016). An analyses and meta-synthesis of research on STEM education. Journal of Education and Practice, 7(34), 23–33. Retrieved from http://files.eric.ed.gov/fulltext/EJ1126734.pdf
Author Biographies
Nelson Tairas, Universitas Negeri Yogyakarta
Eli Rohaeti, Universitas Negeri Yogyakarta
Anti Kolonial Prodjosantoso, Universitas Negeri Yogyakarta
Jaslin Ikhsan, Universitas Negeri Yogyakarta
Dyah Puspitasari Ningthias, Universitas Mataram
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