Innovative Science Learning through the “Time Machine” Project: Fostering Causality Concepts and Ethical Actions in Elementary Education

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Meirza Nanda Faradita
Hafidz Rosyidiana
Wahono Widodo
Hendratno Hendratno

Abstract

This study aims to describe of implementing the "Time Machine" project in improving fourth-grade elementary school students' ability to analyze chain causality and ethical actions in science learning. This study employed a descriptive qualitative method conducted over one learning cycle at one of public elementary school, involving a fourth-grade homeroom teachers, students, and the school principal as research subjects. Data were collected through interviews and structured observations using an observation sheet as the primary instrument, supported by interview guidelines directed at the classroom teacher and principal. Data analysis followed the interactive model, encompassing three stages: data reduction, data display, and conclusion drawing. The results indicate that prior to the project implementation, students were only able to identify direct cause-and-effect relationships and limited their ethical judgments to simple right-or-wrong assessments. Following the implementation of the "Time Machine" project, students demonstrated a significant transition in causal reasoning, progressing from identifying immediate causes to constructing systemic causality by predicting chain consequences of actions on the present ecosystem. Furthermore, students' ethical discussions shifted from simple normative responses to in-depth consequentialist analysis, evidenced by their ability to evaluate the moral value of actions based on projected universal impacts. It is concluded that the "Time Machine" project is an effective and authentic learning framework that simultaneously supports the achievement of the critical reasoning and noble moral dimensions of the Pancasila student profile, in alignment with the demands of Indonesia's independent curriculum.

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How to Cite
Faradita, M. N., Rosyidiana, H., Widodo, W., & Hendratno, H. (2026). Innovative Science Learning through the “Time Machine” Project: Fostering Causality Concepts and Ethical Actions in Elementary Education. Jurnal Pendidikan Dan Pengajaran Guru Sekolah Dasar (JPPGuseda), 9(1), 54–64. https://doi.org/10.55215/jppguseda.v9i1.26
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References

Aylsworth, T., & Castro, C. (2024). Kantian ethics and the attention economy: Duty and distraction (p. 275). Springer Nature.

Barkah, A. S., Nasution, R. R. B., Rahmawati, S., & Lasut, Y. I. (2025). Pengembangan kurikulum berbasis deep learning sebagai fondasi pendidikan adaptif dan responsif. Jurnal Citizenship Virtues, 5(2), 124–131.

Bertolaso, M., & Buzzoni, M. (2017). Causality and levels of explanation in biology. In Philosophical and scientific perspectives on downward causation ,164-179.

Bîzoi, A. C., & Bizoi, C. G. (2026). Business ethics for industry 5.0: Creative pedagogies for human-centric futures. The International Journal of Management Education, 24(1), 101316.

Cai, Y. (2025). How to build a time machine? [Master's thesis, Pratt Institute]. ProQuest Dissertations and Theses Global.

Chowdhury, M. (2018). Emphasizing morals, values, ethics, and character education in science education and science teaching. MOJES: Malaysian Online Journal of Educational Sciences, 4(2), 1-16.

Creswell, J. W., (2009). Research design: Qualitative, quantitative, and mixed methods approaches 3rd ed. SAGE Publications, Inc

Curren, R. (2017). Why character education?. Impact, 2017(24), 1-44.

Dewi, E. M. P., Qamaria, R. S., Widiastuti, A. A., Widyatno, A., Marpaung, J., Ervina, I., Hapsari, A. D., Juliadilla, R., Suwandi, Sari, R. P., Anggraini, H., Rustam, H. K., Pratama, B. D., Suprihatin, T., & Rachmawati. (2024). Pendidikan Indonesia di era globalisasi: Tantangan dan peluang. Nas Media Pustaka.

Faradita, M., & Afiani, K. (2021). Elementary teachers' perceptions of online learning during Covid-19 restrictions. Profesi Pendidikan Dasar, 8(2), 182–187.

Freire, M., Talanquer, V., & Amaral, E. (2019). Conceptual profile of chemistry: A framework for enriching thinking and action in chemistry education. International journal of Science Education, 41(5), 674-692.

Haryono, P., Judijanto, L., Panggalo, I. S., Wati, C. N., & Mawara, R. E. (2025). Isu-isu kontemporer dalam pendidikan: Peran, peluang, dan tantangan dunia pendidikan modern. PT. Sonpedia Publishing Indonesia.

Hassan, M., Wang, Y., Pang, W., Wang, D., Li, D., Zhou, Y., Xu, D. (2022). IPAS-Net: A deep-learning model for generating high-fidelity shoeprints from low-quality images with no natural references. Journal of King Saud University - Computer and Information Sciences, 34(6, Part A), 2743–2757.

Hussein, B. (2021). Addressing collaboration challenges in project-based learning: The student’s perspective. Education Sciences, 11(8), 434.

Janmaimool, P., & Khajohnmanee, S. (2020). Enhancing university students’ global citizenship, public mindedness, and moral quotient for promoting sense of environmental responsibility and pro-environmental behaviours. Environment, Development and Sustainability, 22(2), 957-970.

Joshi, P. L. (2026). Cultivating character: A holistic framework for value-based education in schools. Asian Education and Learning Review, 4(1), 3-3.

Kachhiyapatel, N., & Grossmann, I. (2026). The moral blueprint is not necessary for STEM wisdom. Roeper Review, 48(1), 39-50.

Kavita, M., & Kumari, A. (2026). Environmental ethics and value in education. Kavya Setu, 2(1), 45-53.

Kohn, P. (2024). Simulations and role-plays: Enhancing decision-making and problem-solving skills. In elevating leadership: Innovative teaching methods for developing future leaders (pp. 41-57). Emerald Publishing Limited.

Kokotsaki, D., Menzies, V., & Wiggins, A. (2016). Project-based learning: A review of the literature. Improving Schools, 19(3), 267-277.

Leng, L. (2020). The role of philosophical inquiry in helping students engage in learning. Frontiers in psychology, 11, 449.

Liu, Q. (2024). The Critical Role and Impact of Axiology in Understanding the Interaction Between Consciousness and Culture. Cultura: International Journal of Philosophy of Culture and Axiology, 21(1).

Lubaba, M. N., & Alfiansyah, I. (2022). Analisis penerapan profil pelajar pancasila dalam pembentukan karakter peserta didik di sekolah dasar. EDUSAINTEK: Jurnal Pendidikan, Sains dan Teknologi, 9(3), 687–706.

Luthfiyah, H., Nusantara, T., Faizah, S., Kusumaningrum, S. R., & Mardhatillah. (2025). Implementation of deep learning in elementary school improving the effectiveness and quality of IPAS learning. ELSE (Elementary School Education Journal): Jurnal Pendidikan dan Pembelajaran Sekolah Dasar, 9(2), 293–301.

Martinez-Borreguero, G., Mateos-Nuñez, M., & Naranjo-Correa, F. L. (2020). The teaching of basic science concepts in primary education: Design and use of recreational projects in formal contexts. INTED2020 Proceedings, 2006–2013.

Miles, M. B., Huberman, A. M., & Saldana, J. (2014). Qualitative data analysis (3rd ed.). SAGE Publications.

Onaindia, E., Aineto, D., & Jiménez, S. (2018). A common framework for learning causality. Progress in Artificial Intelligence, 7(4), 351–357.

Permatasari, A., Sopandi, W., Hendriawan, D., & Pujiasih, Y. (2025). The effectiveness of the project based learning (PjBL) model with a deep learning approach on the critical thinking skills of fifth grade students at SDN Pejaten 2. In International Conference on Elementary Education, 8(1), 282-298.

Retno, R. S., Purnomo, P., Hidayat, A., & Mashfufah, A. (2025). Conceptual framework design for STEM-integrated project-based learning (PjBL-STEM) for elementary schools. Asian Education and Development Studies, 14(3), 579-604.

Reyes, R. L., & Villanueva, J. A. (2024). Narrative-based concept representations: Fostering visual cognition in the introductory chemistry classroom. Journal of Chemical Education, 101(3), 1106-1119.

Russo, F., Wunsch, G., & Mouchart, M. (2019). Causality in the social sciences: A structural modelling framework. Quality & Quantity, 53(5), 2575-2588.

Saglam, Y. (2026). Pre-service teachers’ scientific explanations of evaporation: A deductive analysis of causal reasoning levels. International Journal of Studies in Education and Science, 7(1), 12-24.

Shavlik, M., Köksal, Ö., French, B. F., Haden, C. A., Legare, C. H., & Booth, A. E. (2022). Contributions of causal reasoning to early scientific literacy. Journal of Experimental Child Psychology, 224, 105509.

Smith, G. R. (2026). A meta‐framework for organizing transversal knowledge about systems. Systems Research and Behavioral Science, 43(2), 399–410

Sugiyono. (2021). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.

Sukmawati, S. (2023). Development of quality instruments and data collection techniques. Jurnal Pendidikan Dan Pengajaran Guru Sekolah Dasar (JPPGuseda), 6(1), 119-124.

Sulaiman, A., & Fauzi, A. (2024). Penalaran dan objektivitas moral: Filsafat etika ayatullah muhammad taqi mishbah yazdi. Academic Journal of Islamic Principles and Philosophy, 5(2), 253–282.

Walidin, A. P., Zai, T. S. W., Harahap, F. A., & Perdana, A. (2025). Perkembangan projek rancangan sistem penyelesaian ekuasi dengan model deep learning berbasis GNN. JATI (Jurnal Mahasiswa Teknik Informatika), 9(4), 6175–6179.

Wasiyem, Kalsum, U., Syahri, P., Abdi, W. T., Darussalim, & Iskandar, T. (2023). Isu-isu kontemporer. PT. Sonpedia Publishing Indonesia.

Weng, C., Chen, C., & Ai, X. (2023). A pedagogical study on promoting students' deep learning through design-based learning. International Journal of Technology and Design Education, 33(4), 1653-1674.

Winch, P., & Campbell, M. (2020). Ethics and action. Routledge.

Xu, H. (2026). Zero waste prototyping: Lifecycle assessment of materials and energy in an ai driven visual communication course. Advances in Humanities and Modern Education Research, 1(4), 1-12.

Yew, T. M., Dawood, F. K., Jen, L. S., & Hoay, K. C. (2018). Stimulating deep learning using active learning techniques. MOJES: Malaysian Online Journal of Educational Sciences, 4(3), 49-57.

York, E., & Conley, S. N. (2020). Creative anticipatory ethical reasoning with scenario analysis and design fiction. Science and Engineering Ethics, 26(6), 2985-3016.