Enhancing Self-Learning in Chemistry

A Literature Review and the Role of Chemistory Explorer

  • Hidayah Rahmalan Universiti Teknikal Malaysia Melaka
  • Syahida Mohtar UTeM
  • Nur Atikah Arbain UTeM

Abstract

This paper presents a comprehensive literature review of the factors contributing to effective self-learning in chemistry. The literature highlights the importance of interactive and engaging learning tools, personalized feedback, historical contextualization, and gamified elements in enhancing self-learning outcomes. "Chemistory Explorer" integrates these key elements through its interactive timeline, virtual laboratories, multimedia content, photo booth, and game puzzle modules. By providing an immersive and personalized learning experience, the platform fosters deeper understanding, critical thinking, and motivation among learners. The study demonstrates best practices of self-learning in chemistry and advances them by leveraging cutting-edge technology to make chemistry education more accessible and effective. This research underscores the platform’s potential to revolutionize self-learning in chemistry and contribute to the broader educational landscape.

References

A. H. Sandtorv, "How to be a Successful Organic Chemist," 2017.

R. Lansangan et al., "CHEMISTORY: Integration of Creative Story Writing in Understanding Chemical Elements in Online Learning," KIMIKA, vol. 32, no. 1, pp. 110-128, 2021.

Lauri Kõlamets, Heili Kasuk, Jack Holbrook, and R. Mamlok-Naaman, "The Relevance of Learning Outcomes Included in Estonian Grade 7-9 Science Subject Curricula Associated with the Concept of Energy," Journal of Baltic Science Education, vol. 22, no. 4, pp. 653-667, 2023.

Ö. T. Kırık and Y. Boz, "Cooperative learning instruction for conceptual change in the concepts of chemical kinetics," Chemistry Education Research and Practice, vol. 13, no. 3, pp. 221-236, 2012.

F. Ni’mah, S. Ibnu, and S. Rahayu, "How guided inquiry and coupled inquiry influence students attitude toward chemistry in buffer solution and solubility topics," in AIP Conference Proceedings, 2018, vol. 2049, no. 1: AIP Publishing.

Y. Rahmawati, A. Ridwan, T. Hadinugrahaningsih, and Soeprijanto, "Developing critical and creative thinking skills through STEAM integration in chemistry learning," in Journal of Physics: Conference Series, 2019, vol. 1156: IOP Publishing, p. 012033.

Muhab S, Irwanto IR, ALLANAS E, YODELA E. Improving students’ self-regulation using online self-regulated learning in chemistry. Journal of Sustainability Science and Management. 2022 Oct;17(10):1-2.

Indriani NC, Mustaji M, Mariono A. The Influence of Web-Based Learning on Students' Self-Regulated Learning in High School Chemistry Learning. International Journal of Educational Research Review. 2023 Feb 19;8(2):257-67.

Schweiker S, Levonis S. Enhancing chemistry education through technology-enhanced learning: Impact on student outcomes. ASCILITE Publications. 2023 Nov 28.

Mahroof A, Gamage V, Rajendran K, Rajkumar S, Rajapaksha S, Wijendra D. An AI based chatbot to self-learn and self-assess performance in ordinary level chemistry. In2020 2nd International Conference on Advancements in Computing (ICAC) 2020 Dec 10 (Vol. 1, pp. 216-221). IEEE.

Buchholz J, Jesgarz M, Schneeweiß N, Sieve B. Supporting self‐directed learning in chemistry education with digital learning environments. CHEMKON. 2022 Jun 15;29:319-24.

Dori YJ, Ngai C, Szteinberg G, editors. Digital Learning and Teaching in Chemistry. Royal Society of Chemistry; 2023 Jul 12.

Blonder R. Digital Learning Platforms: Digital Platforms for Increasing Inclusion in Chemistry Education.2023.

Roski M, Ewerth R, Hoppe A, Nehring A. Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics. Journal of Chemical Education. 2024 Feb 13;101(3):930-40.

Quesada-Soto LD, Villalobos-González W, Hernández-Chaverri RA, Rios-Badilla E. Development, implementation, and evaluation of the virtual platform Quimieduca as a didactic strategy for the teaching of Chemistry in high school. Educación Química.;35(2):18-32.

Indriani, N. C. L., Mustaji, & Mariono, A. (2023). The Influence of Web-Based Learning on Students’ Self-Regulated Learning in High School Chemistry Learning. International Journal of Educational Research Review, 8(2), 257–267. https://doi.org/10.24331/ijere.1249689.

Mahroof, A., Gamage, V., Rajendran, K., Rajkumar, S., Rajapaksha, S., & Wijendra, D. (2020). An AI Based Chatbot to Self-Learn and Self-Assess Performance in Ordinary Level Chemistry. ICAC 2020 - 2nd International Conference on Advancements in Computing, Proceedings, 216–221. https://doi.org/10.1109/ICAC51239.2020.9357131.

Muhab, S., Irwanto, I., Allanas, E., & Yodela, E. (2022). Improving Students’ Self-Regulation Using Online Selfregulated Learning In Chemistry. Journal of Sustainability Science and Management, 17(10), 1–12. https://doi.org/10.46754/jssm.2022.10.001

Ni’Mah, F., Ibnu, S., & Rahayu, S. (2018). How guided inquiry and coupled inquiry influence students attitude toward chemistry in buffer solution and solubility topics. AIP Conference Proceedings, 2049, 1–9. https://doi.org/10.1063/1.5082442.

S. Schweiker, S., & M. Levonis, S. (2023). Enhancing chemistry education through technology-enhanced learning: Impact on student outcomes. 2023: ASCILITE 2023 Conference Companion Materials, 54(2), 1–2. https://doi.org/10.1111/ejed.12330

Hernández-Ramos J, Rodríguez-Becerra J, Cáceres-Jensen L, Aksela M. Constructing a novel e-learning course, educational computational chemistry through instructional design approach in the TPASK framework. Education Sciences. 2023 Jun 26;13(7):648.

Al-Dahhan WH, Zainulabdeen K, Yousif E, Al-Amiery AA, Bufaroosha M. A Study on The Reality of e-Learning for Chemistry Students During The COVID-19 Pandemic. Journal of Educational Chemistry (JEC). 2023 Jun 28;5(1):1-8.

Winkelmann, K., Keeney-Kennicutt, W., Fowler, D., & Macik, M. (2020). Development, implementation, and assessment of general chemistry lab experiments performed in the virtual world of Second Life. Journal of Chemical Education, 97(7), 1884-1890.

Zhai, X., Yin, Y., Pellegrino, J. W., Haudek, K. C., & Shi, L. (2021). Applying machine learning in science assessment: a systematic review. Studies in Science Education, 57(1), 1-47.

Pekdağ, B. (2020). Video-based instruction on safety rules in the chemistry laboratory: its effect on student achievement. Chemistry Education Research and Practice, 21(3), 953-968.

Demopoulos, C., Karampelas, K., & Kouloumbaritsi, A. (2022). Evaluating students' understanding of atomic structure: Development of a two-tier diagnostic test. Chemistry Education Research and Practice, 23(1), 169-188.

Gal, E., & Weiss, P. L. (2019). Virtual reality social skills training for individuals with autism spectrum disorder. In Virtual Reality in Health and Rehabilitation (pp. 235-252). CRC Press.

Setiawan, A. R., Utari, S., & Nugraha, M. G. (2023). Augmented Reality in Chemistry Learning: A Systematic Literature Review. International Journal of Interactive Mobile Technologies, 17(3), 4-20.

Rodríguez-Rodríguez, J., Vicente-Sáez, R., & Martínez-Fresneda, H. (2022). Perspectives on the future of education: Educational ecosystem approaches. Sustainability, 14(3), 1180.

Chong, M. C., Francis, K., Cooper, S., Abdullah, K. L., Hmwe, N. T. T., & Sohod, S. (2020). Access to, interest in and attitude toward e-learning for continuous education among Malaysian nurses. Nurse Education Today, 84, 104247.

Misbah, N. H., Hamzah, M. I., & Izham, M. (2022). Embracing Technology in Education: Teachers' Readiness towards the Implementation of Digital Learning in Malaysian Schools. International Journal of Instruction, 15(1), 855-872.

Rahman, N. A., Mohd Zain, M. F., & Mohamad Yatim, M. H. (2023). The Implementation of Flexible Chemistry Laboratory Kit in Rural Secondary Schools: Teachers' Perspectives. Journal of Turkish Science Education, 20(1), 56-71.

Rahim, A. F. A., & Chandran, S. K. K. (2021). Inevitable Changes in Assessment Practices in Malaysian Schools During the COVID-19 Pandemic: Challenges and Solutions. International Journal of Academic Research in Progressive Education and Development, 10(2), 263-274.

Almeida, F., Simoes, J., & Martins, R. (2022). Gamification in chemistry education: A systematic literature review and future perspectives. Education Sciences, 12(1), 4.

Dávila-Acedo, M. A., Borrachero, A. B., Cañada-Cañada, F., & Martínez-Borreguero, G. (2022). Gamification in chemistry education: Analysis of its use at different educational levels. Chemistry Education Research and Practice, 23(2), 273-291.

Hsu, Y. S., Lin, Y. H., & Yang, B. (2023). The impact of interactive molecular dynamics simulations on students' understanding of thermodynamics in chemistry education. Journal of Science Education and Technology, 32(1), 26-40.

Jagodzinski, P., & Wolski, R. (2020). Augmented reality in teaching and learning chemistry: A review of the literature with topic modeling. Journal of Science Education and Technology, 29(6), 796-819.

Sung, H. Y., Hwang, G. J., & Chen, S. F. (2021). Effects of embedding a problem-posing-based gaming approach within a flipped learning model on students' learning performance in a chemistry course. Computers & Education, 173, 104296.

Published
2024-05-31
How to Cite
Rahmalan, H., Mohtar, S., & Arbain, N. A. (2024). Enhancing Self-Learning in Chemistry. Journal of Advanced Computing Technology and Application (JACTA), 6(1), 14-24. https://doi.org/10.54554/jacta.2024.06.01.002
Section
Articles