An Experimental Trial of an Infrared Sensor-Based Simple Pendulum Apparatus to Foster Senior High School Students’ Critical Thinking Skills on Simple Harmonic Motion
Main Article Content
Abstract
Critical thinking is a fundamental 21st-century skill, yet its development in physics education remains challenging, especially in abstract topics such as Simple Harmonic Motion (SHM). Traditional pendulum experiments often rely on manual procedures, limiting students’ engagement in higher-order thinking. Objective: This study investigates the effectiveness of a low-cost infrared sensor-based simple pendulum apparatus in fostering senior high school students’ critical thinking skills on SHM. Methods: A pre-experimental one-group pretest–posttest design was implemented involving 97 eleventh-grade science students. The intervention consisted of guided-inquiry learning sessions using the custom-built apparatus integrating an infrared sensor and an Arduino microcontroller. Critical thinking skills were measured using a validated Likert-scale questionnaire encompassing four dimensions: Conceptual Understanding, Data Analysis & Interpretation, Reflection & Evaluation, and Collaboration & Interest. Descriptive statistics and normalized gain values were employed to assess improvement. Results: Findings revealed consistent improvement across all dimensions, with the highest gains observed in Collaboration & Interest (+2.07) and Conceptual Understanding (+2.01), followed by Data Analysis & Interpretation (+2.00) and Reflection & Evaluation (+1.79). Conclusion: The integration of the infrared sensor-based pendulum apparatus effectively enhanced students’ critical thinking skills. Automating data collection reduced cognitive load associated with procedural tasks, enabling students to focus on analysis, evaluation, and collaborative inquiry. This study concludes that the apparatus is a viable pedagogical innovation capable of transforming traditional physics laboratories into inquiry-oriented learning environments that support the development of essential higher-order thinking skills.
Article Details

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
Ariyansah, D., Hakim, L., & Sulistyowati, R. (2021). Pengembangan e-LKPD praktikum fisika pada materi gerak harmonik sederhana berbantuan aplikasi Phyphox untuk meningkatkan pemahaman konsep peserta didik. Jurnal Penelitian Pembelajaran Fisika, 12(2), 173–181. https://doi.org/10.26877/jp2f.v12i2.9052
Altmeyer, K., Brünken, R., Kuhn, J., & Malone, S. (2024). The role of cognitive learner prerequisites for cognitive load and learning outcomes in AR-supported lab work. Education Sciences, 14, 1161. https://doi.org/10.3390/educsci14111161
Bachtiar, A., & Ermawati, I. R. (2025). Development of electromagnetic-based physical pendulum practical tools using infrared sensors. Jurnal Penelitian Pembelajaran Fisika, 16(2), 160–168. https://doi.org/10.26877/jp2f.v16i2.1742
Chen, X., Wang, L., & Liu, Y. (2024). The role of sensor-based laboratories in reducing cognitive load and fostering scientific reasoning in physics education. Journal of Science Education and Technology, 33(2), 145-160. https://doi.org/10.1007/s10956-023-10077-4
Chen, Y., Wang, Z., & Wells, J. (2021). Identifying student conceptual resources for understanding mechanical wave propagation. Physical Review Physics Education Research, 17(2), 020134.
Chiriacescu, B., Chiriacescu, F. S., Miron, C., Berlic, C., & Barna, V. (2020). Arduino and Tracker video – didactic tools for study of the Kater pendulum physical experiment. Romanian Reports in Physics, 72, 901.
Dewi, N. P. S. R., Samsudin, A., & Saepuzaman, D. (2022). The development of a photogate sensor-based simple pendulum practicum tool to determine the earth's gravitational acceleration. Jurnal Pendidikan Fisika Indonesia, 18(1), 1-10.
Distrik, I. W., Wulandari, A., & Viyanti. (2024). The effect of E-LKPD based on Physics Toolbox Sensor Suite on simple harmonic motion material on high school students’ understanding of physics concepts. JIPF: Jurnal Ilmu Pendidikan Fisika, 9(3), 330–339.
Fauzi, A., Marwoto, P., & Nugroho, S. (2024). A complete Arduino-based mathematical pendulum experiment tool with real-time data acquisition using an Excel spreadsheet. JIPF (Jurnal Ilmu Pendidikan Fisika), 9(2), 211–218. https://doi.org/10.26737/jipf.v9i2.5073
Imtinan, N., & Kuswanto, H. (2023). The use of Phyphox application in physics experiments: A literature review. JIPF (Jurnal Ilmu Pendidikan Fisika), 8(2), 183–191. https://doi.org/10.26737/jipf.v8i2.4167
Kuhlthau, C. C., Maniotes, L. K., & Caspari, A. K. (2004). Guided inquiry: Learning in the 21st century (2nd ed.). Libraries Unlimited.
Lestari, D. P., Supardi, Z. I., & Jatmiko, B. (2023). Implementation of inquiry-based learning with Arduino sensors to improve critical thinking skills in mechanical wave concepts. Journal of Baltic Science Education, 22(1), 145-158. https://doi.org/10.33225/jbse/23.22.145
Raharja, E. P., Sutomo, E., Hidayat, F. A., Kasan, A., & Mangkasa, N. (2025). Smartphone sensor-based physics module for hands-on learning in waves and optics. Jurnal Penelitian Pendidikan IPA, 11(3), 580–590.
Riskawati, R., Said, S., Tasya, N. A., Sanusi, D. K., Nurnaifa, I. I., Agustini, S., Setiawan, T., & Barumbun, M. (2025).
Arduino-based digital distance measuring device experiment in Tinkercad for electronics learning. Kasuari: Physics Education Journal, 8(1), 122–132. https://journalfkipunipa.org/index.php/kpej
Saputra, M. D., Joyoatmojo, S., & Budiyono, B. (2023). Fostering critical thinking skills in physics learning through problem-based learning-electronics module (PBL-EM). Eurasia Journal of Mathematics, Science and Technology Education, 19(6), em2286. https://doi.org/10.29333/ejmste/13217
Saputri, D. F., Pramuda, A., Hadiati, S., Fadillah, S., Kurniawan, E. S., & Matsun. (2025). Enhancing higher order thinking skills and scientific attitudes through Arduino-based experiments. Jurnal Penelitian Pendidikan IPA, 11(10), 8–15.
Sari, F. P., & Suryanto, S. (2022). Developing critical thinking assessment instruments for physics experiments in senior high school. International Journal of Instruction, 15(3), 1-18. https://doi.org/10.29333/iji.2022.1531a
Setya, W., Fariha, D. N., Handayani, W., & Syafe’i, A. (2021). Design of simple harmonic motion (SHM) devices based on IR obstacle sensors. Journal of Physics: Conference Series, 1869, 012171.
Sukmak, W., & Musik, P. (2021). Development of a computer-based simple pendulum experiment set for teaching and learning physics. International Journal on Smart Sensing and Intelligent Systems, 14(1). https://doi.org/10.21307/ijssis-2021-014
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257-285.
Wijayanti, A., Marwoto, P., Wiyanto, W.,Ridlo, S., & Parmin, P. (2022). Contextual science learning using smartphone audio sensor application (Phyphox) on restitution coefficient measurement. Jurnal Penelitian dan Pembelajaran IPA, 8(2), 256–271.
Wijaya, C. P., Sinaga, P., & Sekarsari, J. (2022). Utilizing ultrasonic sensor and Arduino for real-time visualization in physics experiment: A case study on linear motion. Physics Education, 57(3), 035011.
World Economic Forum. (2020). The Future of Jobs Report 2020. Geneva: WEF. Retrieved from https://www.weforum.org/reports/the-future-of-jobs-report-2020
Yani Rizka Andri, dkk, (2022). Penggunaan sensor infrared berbasis WiFi mikrokontroller NodeMCU ESP8266 pada bandul fisis. Jurnal penelitian sains. 24 (3).
Zhang, L., & Li, M. (2023). The effect of technology-enhanced inquiry-based learning on students' conceptual understanding and critical thinking in physics: A meta-analysis. Computers & Education, 190, 104812. https://doi.org/10.1016/j.compedu.2022.104812.