Development and Feasibility Testing of a Project-Based Learning (PjBL)-Based Electronic Portfolio Assessment to Measure Creative Thinking Skills in Chemical Bonding
DOI:
https://doi.org/10.54065/pelita.6.2.2026.1700Keywords:
Project-Based Learning, Elektronic Portofolio, Creative Thinking Skills, Authentic AssessmentAbstract
The urgency of this study lies in the need for an innovative and feasible Project-Based Learning (PjBL)-based electronic portfolio assessment that can authentically measure students’ creative thinking skills in understanding the abstract and complex concepts of chemical bonding. Creative thinking is a core dimension of Higher Order Thinking Skills (HOTS) that remains difficult to cultivate in chemistry instruction, particularly on the abstract topic of chemical bonding, where conventional written assessments have yet to accommodate authentic, process-based evaluation of students' creative thinking. This study employed a Research and Development (R&D) approach based on the 4D model, limited to the define, design, and develop stages, to develop and test the feasibility (validity and reliability) of a Project-Based Learning (PjBL)-based electronic portfolio assessment instrument for evaluating students' creative thinking skills in chemical bonding. Content validity was examined through expert judgment involving five validators, comprising three chemistry education lecturers and two chemistry teachers, using the Content Validity Ratio (CVR), while inter-rater reliability was examined through the Intraclass Correlation Coefficient (ICC) Two-Way Mixed-Effects Model of Consistency involving five raters who scored the work of 19 students selected through total sampling. The results show that the PjBL-based electronic portfolio assessment instrument possesses highly adequate quality, with a perfect CVR value of 1.00 (Valid) for all task items. Furthermore, the inter-rater reliability test showed consistent stability, with ICC values ranging from 0.949-0.981 (excellent) for Task 1 (Open-Ended Essay), 0.866-0.942 (good to excellent) for Task 2 (Concept Map), and 0.850-0.936 (good to excellent) for Task 3 (Digital Poster). The resulting instrument offers teachers a systematic and objective alternative for assessing creative thinking through project-based tasks, encourages students' active engagement and self-reflection through digital portfolios, and provides a validated reference for future development of technology-based authentic assessment in science education.
References
Aini, N. Q., Nahadi, N., & Fatimah, S. S. (2024). Development of electronic portfolios to assess concept mastery and creative thinking on project-based acid-based concepts. Jurnal Pendidikan Kimia, 16(3). https://doi.org/10.24114/jpkim.v16i3.65188
Ariningsih, N. K. D., Artini, L. P., & Marsakawati, N. P. E. (2021). The effect of e-portfolio in project-based learning toward learner autonomy and writing competency. Journal of Education Research and Evaluation, 5(1), 154–162. https://doi.org/10.23887/jere.v5i1.29982
Chang, Y., Choi, J., & Şen-Akbulut, M. (2024). Undergraduate Students’ Engagement in Project-Based Learning with an Authentic Context. Education Sciences, 14(2), 168. https://doi.org/10.3390/educsci14020168
Edwards, R. A., White, B. A. A., & Findyartini, A. (2025). Editorial: Innovations in teaching and learning for Health Professions Educators. Frontiers in Medicine, 12. https://doi.org/10.3389/fmed.2025.1611578
Ernawati, M. D. W., Minarni, Dewi, F., & Yusnidar. (2023). Project-Based Learning Innovations to Improve Students’ Creative Thinking Ability in Chemistry Learning Process Development Courses. Indonesian Journal of Educational Research and Review, 6(2), 31–321. https://doi.org/10.23887/ijerr.v6i2.66089
Garcia, M. B. (2025). Self-Coded Digital Portfolios as an Authentic Project-Based Learning Assessment in Computing Education: Evidence from a Web Design and Development Course. Education Sciences, 15(9), 1150. https://doi.org/10.3390/educsci15091150
Gosselin, D. C., & Golick, D. (2020). Posters as an effective assessment tool for a capstone course. Journal of Environmental Studies and Sciences, 10(4), 426–437. https://doi.org/10.1007/s13412-020-00612-x
Haryati, T., Rusdi, M., Asyhar, R., Hadisaputra, S., & Hasibuan, M. H. E. (2024). The Effect of Scaffolding and Creative Thinking Skills in an Acid and Base Learning Project on Students’ Science Process Skills. Jurnal Penelitian Pendidikan IPA, 10(3), 1083–1092. https://doi.org/10.29303/jppipa.v10i3.4674
Hendrawani, H. (2023). Katalog Miskonsepsi dalam Pembelajaran Ikatan Kimia. Empiricism Journal, 4(2), 648–656. https://doi.org/10.36312/ej.v4i2.1729
Huda, P. C., Widiyanto , B., & Hayati , M. N. (2025). Kemampuan Berpikir Tingkat Tinggi melalui Tes Three-Tier Berbasis Indikator HOTS Brookhart pada Pembelajaran IPA SMP Materi Ekologi. Jurnal Pelita: Jurnal Pembelajaran IPA Terpadu, 5(2), 419–431. https://doi.org/10.54065/pelita.5.2.2025.889
Istiqomah, W., Rahayu, S., & Muchson, M. (2021). Identifikasi miskonsepsi materi ikatan kovalen pada mahasiswa kimia tahun pertama universitas negeri malang menggunakan tes diagnostik two-tier. Jurnal MIPA Dan Pembelajarannya, 1(6). https://doi.org/10.17977/um067v1i6p482-492
Izci, E., & Akkoc, E. A. (2024). The impact of concept maps on academic achievement: A meta-analysis. Heliyon, 10(1), e23290. https://doi.org/10.1016/j.heliyon.2023.e23290
Koo, T. K., & Li, M. Y. (2016). A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. Journal of Chiropractic Medicine, 15(2), 155–163. https://doi.org/10.1016/j.jcm.2016.02.012
Lestari, N. A., Liliasari, Irawan, N. Z. P., & Musthapa, I. (2024). Research Trends of Project-Based Learning Model in Chemistry Learning Through Bibliometric Analysis. Indonesian Journal of Educational Research and Review, 7(2), 404–415. https://doi.org/10.23887/ijerr.v7i2.79200
López Martínez, O., Lorca Garrido, A. J., & de Vicente-Yagüe Jara, M. I. (2024). Indicators of verbal creative thinking: results of a Delphi panel. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1397861
Masruroh, M., Purwanto, B. E., & Kusrina, T. (2024). Implementasi Pembelajaran Kimia Berbasis Project untuk Meningkatkan Kreativitas Berpikir dan Literasi Sains. Journal of Education Research, 5(3), 2864–2867. https://doi.org/10.37985/jer.v5i3.1361
McArthur, J. (2023). Rethinking authentic assessment: work, well-being, and society. Higher Education, 85(1), 85–101. https://doi.org/10.1007/s10734-022-00822-y
Mudau, P. K. (2022). Lecturers’ Views on the Functionality of e-Portfolio as Alternative Assessment in an Open Distance e-Learning. International Journal of Educational Methodology, 8(1), 81–90. https://doi.org/10.12973/ijem.8.1.81
Ngui, W., Pang, V., & Hiew, W. (2022). Implementing E-Portfolio as an Assessment Tool for Academic Writing in Higher Education. International Journal of Academic Research in Progressive Education and Development, 11(3). https://doi.org/10.6007/IJARPED/v11-i3/15402
Novak, J. D., & Cañas, A. J. (2006). The theory underlying concept maps and how to construct them. Florida Institute for Human and Machine Cognition, 1(1), 1–31. https://cmap.ihmc.us/docs/theory-of-concept-maps
Pane, E. N. A., & Simamora , P. (2025). Penerapan Model PjBL Upaya Meningkatkan Critical Thinking, Creative Thinking, Collaboration dan Communication (4C) Siswa pada Pembelajaran Fisika. Jurnal Pelita: Jurnal Pembelajaran IPA Terpadu, 5(2), 508–522. https://doi.org/10.54065/pelita.5.2.2025.890
Pedwell, R. K., Hardy, J. A., & Rowland, S. L. (2017). Effective visual design and communication practices for research posters: Exemplars based on the theory and practice of multimedia learning and rhetoric. Biochemistry and Molecular Biology Education, 45(3), 249–261. https://doi.org/10.1002/bmb.21034
Pratiwi, E. A., & Ikhsan, J. (2024). Project Based Learning (PjBL) in Chemistry Learning: Systematic Literature and Bibliometric Review 2015 - 2022. Jurnal Penelitian Pendidikan IPA, 10(6), 343–354. https://doi.org/10.29303/jppipa.v10i6.7017
Rahmawati, Y., Ridwan, A., Hadinugrahaningsih, T., & Soeprijanto. (2019). Developing critical and creative thinking skills through STEAM integration in chemistry learning. Journal of Physics: Conference Series, 1156, 012033. https://doi.org/10.1088/1742-6596/1156/1/012033
Ramasari, A. D., Jannah, M., Agustina, S. P., & Zora, F. (2024). Analisis Peran Evaluasi dalam Pembelajaran di Sekolah. Jurnal Ilmiah Pendidikan Scholastic, 8(3), 9–16. https://doi.org/10.36057/jips.v8i3.694
Rutherford, S., Pritchard, C., & Francis, N. (2025). Assessment IS learning: developing a student‐centred approach for assessment in Higher Education. FEBS Open Bio, 15(1), 21–34. https://doi.org/10.1002/2211-5463.13921
Sari, A. M., Suryana, D., Bentri, A., & Ridwan, R. (2023). Efektifitas Model Project Based Learning (PjBL) dalam Implementasi Kurikulum Merdeka di Taman Kanak-Kanak. Jurnal Basicedu, 7(1), 432–440. https://doi.org/10.31004/basicedu.v7i1.4390
Situmorang, M., Sinaga, M., Sitorus, M., & Sudrajat, A. (2022). Implementation of Project-based Learning Innovation to Develop Students’ Critical Thinking Skills as a Strategy to Achieve Analytical Chemistry Competencies. Indian Journal of Pharmaceutical Education and Research, 56(1s), s41–s51. https://doi.org/10.5530/ijper.56.1s.41
Sumarni, S. (2019). Model penelitian dan pengembangan (R&D) lima tahap (MANTAP). http://digilib.uin-suka.ac.id/id/eprint/39153
Syahidah, N. A., & Rusmini, R. (2025). Development of Project-Based Learning-Based Learner Activity Sheet to Improve Creative Thinking Skills on Chemical Bonding. Jurnal Paedagogy, 12(3), 786. https://doi.org/10.33394/jp.v12i3.16013
Thiagarajan, S. (1974). Instructional development for training teachers of exceptional children: A sourcebook.
Trejo González, H. (2024). Evaluación auténtica en contexto universitario a través de portafolios electrónicos de aprendizaje. Revista Portuguesa de Educação, 37(2), e24028. https://doi.org/10.21814/rpe.29644
Tur, G., Urbina, S., & Forteza, M. D. (2019). Rubric-Based Formative Assessment in Process Eportfolio: Towards Self-Regulated Learning. Digital Education Review, 18–35. https://doi.org/10.1344/der.2019.35.18-35
Warsito, J., Subandi, S., & Parlan, P. (2020). Identifikasi Miskonsepsi Siswa pada Topik Ikatan Kimia Serta Perbaikannya dengan Pembelajaran Model ECIRR (Elicit, Confront, Identify, Resolve, Reinforce). Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 5(11), 1563–1572. https://doi.org/10.17977/jptpp.v5i11.14158
Yang, M., Tai, M., & Lim, C. P. (2016). The role of e‐portfolios in supporting productive learning. British Journal of Educational Technology, 47(6), 1276–1286. https://doi.org/10.1111/bjet.12316
Zhang, P., & Tur, G. (2023). Collaborative e-Portfolios Use in Higher Education During the COVID-19 Pandemic: A Co-Design Strategy. International Journal of Educational Methodology, 9(3), 585–601. https://doi.org/10.12973/ijem.9.3.585
Zulkhairi, Z. (2022). Studi literatur: Analisis miskonsepsi siswa pada topik ikatan kimia. Jurnal Kajian Pendidikan IPA, 2(1), 133–140. https://doi.org/10.52434/jkpi11625
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