Development of an Ecosystem Module Based on Papuan Local Wisdom Using the ADDIE Model to Enhance Students’ Higher Order Thinking Skills (HOTS)
Abstract
This study aims to develop an ecosystem module based on Papuan local wisdom using the ADDIE model (Analysis, Design, Development, Implementation, and Evaluation) and to examine its validity, practicality, and effectiveness in improving students’ Higher Order Thinking Skills (HOTS). This research employs a Research and Development (R&D) approach with an effectiveness test design using a one-group pretest–posttest design. The subjects of this study were students of the Biology Education Study Program at STKIP PGRI Papua. The module development process was carried out through the five stages of the ADDIE model, including needs analysis, design, product development, implementation, and evaluation. The research instruments consisted of expert validation sheets, practicality questionnaires, and HOTS-based essay tests. Data were analyzed using descriptive quantitative techniques, N-gain analysis, paired t-test, and effect size calculation. The results showed that the developed module had a very high level of validity with an average score of 3.69 and a very high level of practicality with a percentage of 89%. The effectiveness test indicated a significant improvement in students’ HOTS, with an N-gain score of 0.61 (moderate category), a t-test significance value of p < 0.05, and an effect size of 1.25 (large category). These findings indicate that the ecosystem module based on Papuan local wisdom is effective in enhancing students’ abilities in analysis, evaluation, and creation. Therefore, the developed module is considered valid, practical, and effective, and can be used as an innovative teaching material in contextual biology learning based on local wisdom.
Downloads
References
Aikenhead, G. S. (2006). Science education for everyday life: Evidence-based practice. Teachers College Press.
Anderson, L. W., & Krathwohl, D. R. (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy. Longman.
Boissière, M., Locatelli, B., Sheil, D., Padmanaba, M., & Sadjudin, E. (2013). Local perceptions of climate variability and change in tropical forests of Papua, Indonesia. Ecology and Society, 18(4), 13. https://doi.org/10.5751/ES-05822-180413
Branch, R. M. (2009). Instructional design: The ADDIE approach. Springer. https://doi.org/10.1007/978-0-387-09506-6
Brookhart, S. M. (2010). How to assess higher-order thinking skills in your classroom. ASCD.
Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). Sage Publications.
Darmadi, H. (2018). Educational management based on local wisdom (descriptive analytical studies of culture of local wisdom in West Kalimantan). Journal of Education, Teaching and Learning, 3(1), 135–145.
Gall, M. D., Borg, W. R., & Gall, J. P. (2003). Educational research: An introduction (7th ed.). Allyn & Bacon.
Hattie, J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. Routledge.
Hidayati, N. A., Waluyo, H. J., Winarni, R., & Suyitno. (2020). Exploring the implementation of local wisdom-based character education among Indonesian higher education students. International Journal of Instruction, 13(2), 179–198. https://doi.org/10.29333/iji.2020.13213a
Lestari, N., Paidi, & Suyanto, S. (2024). A systematic literature review about local wisdom and sustainability: Contribution and recommendation to science education. EURASIA Journal of Mathematics, Science and Technology Education, 20(2), em2394. https://doi.org/10.29333/ejmste/14152
Marshall, A. J., & Beehler, B. M. (2007). The ecology of Papua. Periplus Editions.
Meliono, I. (2011). Understanding the Nusantara thought and local wisdom as an aspect of Indonesian education. Tawarikh: International Journal for Historical Studies, 2(2), 221–234.
Mittermeier, R. A., Turner, W. R., Larsen, F. W., Brooks, T. M., & Gascon, C. (2011). Global biodiversity conservation: The critical role of hotspots. Biodiversity Hotspots, 3–22. https://doi.org/10.1007/978-3-642-20992-5_1
Molenda, M. (2015). In search of the elusive ADDIE model. Performance Improvement, 54(2), 40–42. https://doi.org/10.1002/pfi.21461
Pribadi, B. A. (2017). Model desain sistem pembelajaran. Dian Rakyat.
Rahmawati, Y., Ridwan, A., & Nurbaity. (2020). Integrating local wisdom in science learning to improve environmental literacy. Jurnal Pendidikan IPA Indonesia, 9(3), 344–353.
Rustandi, A., & Rismayanti. (2021). Penerapan model ADDIE dalam pengembangan media pembelajaran di SMPN 22 Kota Samarinda. Jurnal FASILKOM, 11(2), 57–60.
Sari, R., Rahmawati, Y., & Lestari, I. (2022). Developing higher-order thinking skills through contextual learning in biology education. International Journal of Instruction, 15(2), 567–582. https://doi.org/10.29333/iji.2022.15231a
Selasih, N. N., & Sudarsana, I. K. (2018). Education based on ethnopedagogy in maintaining and conserving the local wisdom: A literature study. Jurnal Ilmiah Peuradeun, 6(2), 293–306. https://doi.org/10.26811/peuradeun.v6i2.219
van Vliet, N., Nebesse, C., Gambalemoke, S., Akaibe, D., & Nasi, R. (2015). The bushmeat market in Kisangani, Democratic Republic of Congo: Implications for conservation and food security. CIFOR.
Widodo, A., Suryanda, A., & Wijayanti, T. (2021). The effectiveness of HOTS-based learning in improving students’ critical thinking skills. Jurnal Pendidikan IPA Indonesia, 10(3), 378–387. https://doi.org/10.15294/jpii.v10i3.29907
Copyright (c) 2026 Muhamad Imron, Dwi Yarmalinda, Yenniwati Sinaga, Roy Marthen Rahanra

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with ISEJ: Indonesian Science Education Journal agree to the following terms:
- Authors retain copyright and grant the ISEJ: Indonesian Science Education Journal right of first publication with the work simultaneously licensed under Creative Commons Attribution License (CC BY 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors can enter into separate, additional contractual arrangements for the non-exclusive distribution of the published version of the work (e.g., post it to an institutional repository or edit it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) before and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.





