Student experience of using mobile devices for learning chemistry

Wai Foong Lok, Mahizer Hamzah


Mobile devices have been utilized as an emerging learning tool in the 21st century to support the learning of chemistry. This study aimed to identify matriculation students’ learning experience with regards to the use of mobile devices for learning chemistry. The study employed a qualitative case study approach, which was carried out in a matriculation college. Online diaries and interviews were utilized as the instruments of the study. A total of 84 students initially reflected their learning journey using an online diary, whereas 17 students who were active in mobile learning were purposely selected for the interview. The findings revealed that students have positive and negative experiences towards the use of mobile devices for learning chemistry. They positively perceived that using a mobile device for learning chemistry promotes knowledge construction, visualization of abstract concepts, self-control in learning and intellectual discourse. However, the issue of learning resources quality challenged their available cognitive capacity for learning chemistry. This study offered educators with insights about the importance of incorporating mobile devices for learning chemistry. Educators can plan the appropriate instructional strategies for chemistry based on the students’ learning needs.


Chemistry; experiences; learning; mobile devices; mobile learning


Ministry of Education, Malaysia Education Blueprint 2013-2025 (Preschool to post-secondary education). Putrajaya, Malaysia: Kementerian Pendidikan Malaysia, 2013.

E. H. M. Shahali, I. Ismail, and L. Halim, "STEM education in Malaysia: Policy, trajectories and initiatives," Asian Research Policy, vol. 8, no. 2, pp. 122-133, 2017.

N. F. Ramli and O. Talib, "Can education institution implement STEM? From Malaysian teachers' view," International Journal of Academic Research in Business and Social Sciences, vol. 7, no. 3, pp. 721-732, 2017.

N. F. Kamaruddin, N. H. Ibrahim, J. Surif, M. Ali, C. A. Talib, and N. l. Ismail, "Malaysian science stream students' anxiety towards chemistry at the secondary school level," International Journal of Recent Technology and Engineering, vol. 7, pp. 724-738, 2019.

B. Bio, I. N. Suardana, and I. M. Kirna, "Analysis of learning difficulties of senior high school students in learning atomic structure," e-Journal Kimia Visvitalis Universitas Pendidikan Ganesha, vol. 2, no. 1, pp. 107-116, 2014.

N. J. Ahmad, N. A. Ishak, and M. A. H. Bunyamin, "Learning demand and classroom discourse design tools to improve students' conceptual understanding of the nature of electrolytes," Asia Pacific Journal of Educators and Education, vol. 34, pp. 187-218, 2019.

A. Wiyarsi, H. Sutrisno, and E. Rohaeti, "The effect of multiple representation approach on students' creative thinking skills: A case of 'Rate of Reaction' topic," Journal of Physics: Conference Series, vol. 1097, 2018.

Ministry of Education, Malaysia Education Blueprint 2013-2025: Annual report 2016. Putrajaya, Malaysia: Kementerian Pendidikan Malaysia, 2017.

C. V. McDonald, "STEM Education: A review of the contribution of the disciplines of science, technology, engineering and mathematics," Science Education International, vol. 27, no. 4, pp. 530-569, 2016.

M. Grimus and M. Ebner, "Mobile learning and STEM: First experiences in a senior high school in Ghana," in Mobile learning and STEM: Case studies in practice, H. Crompton and J. Traxler, Eds., New York: Routledge, pp. 1-16, 2016.

J. Bidarra and E. Rusman, "Towards a pedagogical model for science education: Bridging educational contexts through a blended learning approach," Open Learning, vol. 32, no. 1, pp. 6-20, 2017.

S. R. Sobral, "Mobile learning in higher education: A bibliometric review," International Journal of Interactive Mobile Technologies, vol. 14, no. 11, pp. 153-170, 2020.

M. C. Borba, P. Askar, J. Engelbrecht, G. Gadanidis, S. Llinares, and M. S. Aguilar, "Blended learning, e-learning and mobile learning in mathematics education," ZDM Mathematics Education, vol. 48, pp. 589-610, 2016.

K. Demir and E. Akpinar, "The effect of mobile learning applications on students' academic achievement and attitudes toward mobile learning," Malaysian Online Journal of Educational Technology, vol. 6, no. 2, pp. 48-59, 2018.

G. J. Hwang and H. F. Chang, "A formative assessment-based mobile learning approach to improving the learning attitudes and achievements of students," Computers & Education, vol. 56, no.4, pp. 1023-1031, 2011.

B. Oberer and A. Erkollar, "Mobile learning in higher education: A marketing course design project in Austria," Procedia-Social and Behavioral Sciences, vol. 93, pp. 2125-2129, 2013.

R. O. A. Haliem, "Mobile ESL apps and students motivation: A case study," in European Conference on Language Learning, Brighton, United Kingdom, 2018.

A. K. Mohammed and S. Lawal, "Student's perceptions on mobile learning," International Journal of Computer Science and Mobile Computing, vol. 7, no. 11, pp. 8-19, 2018.

A. A. Mulhem, "Exploring the key factors in the use of an e-learning system among students at King Faisal University, Saudi Arabia," International Journal of Interactive Mobile Technologies, vol. 14, no. 3, pp. 19-36, 2020.

A. Al-Hunaiyyan, R. A. Alhajri, and S. Al-Sharhan, "Perceptions and challenges of mobile learning in Kuwait," Journal of King Saud University- Computer and Information Sciences, vol. 30, pp. 279-289, 2018.

M. I. Qureshi, N. Khan, S. M. A. H. Gillani, and H. Raza, "A systematic review of past decade of mobile learning: What we learned and where to go," International Journal of Interactive Mobile Technologies, vol. 14, no. 6, pp. 67-81, 2020.

A.-N. Lay and K. Osman, "Developing 21st century chemistry learning through designing digital games," Journal of Education in Science, Environment and Health, vol. 4, no. 1, pp. 81-92, 2018.

M. G. Ianos and G. C. Oproiu, "Using technology to teach chemistry. A theoretical approach," in the 14th International Scientific Conference eLearning and Software for Education, Bucharest, Romania, pp. 55-62, 2018.

R. H. Shroff, C. Keyes, and W. Linger, "A proposed taxonomy of theoretical and pedagogical perspectives of mobile applications to support ubiquitous learning," Ubiquitous Learning: An International Journal, vol. 8, no. 4, pp. 23-44, 2015.

D. Sulisworo and M. Toifur, "The role of mobile learning on the learning environment shifting at high school in Indonesia," International Journal of Mobile Learning and Organisation, vol. 10, no. 3, pp. 159-170, 2016.

S. F. Ng, N. S. I. C. Hassan, N. H. M. Nor, and N. A. A. Malek, "The relationship between smartphone use and academic performance: A case of students in a Malaysian tertiary institution," Malaysian Online Journal of Educational Technology, vol. 5, no. 4, pp. 58-70, 2017.

N. M. Nordin, M. A. Embi, H. Norman, and E. Panah, "A historical review of mobile learning research in Malaysia and its implications for Malaysia and the Asia-Pacific region.," in Mobile learning in higher education in the Asia-Pacific Region, Singapore: Springer, pp. 137-150, 2017.

J. W. Creswell, Qualitative inquiry and research design: Choosing among five approaches, 3rd ed. Thousand Oaks, CA: SAGE Publications, 2013.

R. K. Yin, Case study research: Design and methods, 5th ed. Thousand Oaks, CA: SAGE Publications, 2014.

A. A. Ziden, M. Rosli, T. Gunasegaran, and S. N. Azizan, "Perceptions and experience in mobile learning via SMS: A case study of distance education students in a Malaysian Public University," International Journal of Interactive Mobile Technologies, vol. 11, no. 1, pp. 116-132, 2017.

M. Q. Patton, Qualitative research and evaluation methods. Thousand Oaks, CA: SAGE Publications, 2015.

A. R. Ibrahim, N. M. R. N. Yusoff, Z. Zakaria, A. B. A. Hilmi, and M. Spawi, "Teaching foreign languages to gifted and talented students using tablets," Journal of Global Business and Social Entrepreneurship, vol. 1, no. 4, pp. 112-122, 2017.

U. H. Graneheim and B. Lundman, "Qualitative content analysis in nursing research: Concepts, procedures and measures to achieve trustworthiness," Nurse Education Today, vol. 24, pp. 105-112, 2004.

J. A. Maxwell, Qualitative research design: An interactive approach. Thousand Oaks, CA: SAGE Publications, 2005.

P. I. Fusch and L. R. Ness, "Are we there yet? Data saturation in qualitative research," The Qualitative Report, vol. 20, no. 9, pp. 1408-1416, 2015.

J. Cohen, "Kappa test: A coefficient of agreement for nominal scales," Educational and Psychological Measurement, vol. 20, no. 1, pp. 37-47, 1960.

L. Zhang, X. Li, J. Wang, X. Ma, and M. Xu, "Construction of mobile teaching model based on connectivism learning theory in cloud environment," Journal of Computers, vol. 28, no. 4, pp. 215-226, 2017.

S. Akaygun, "Is the oxygen atom static or dynamic? The effect of generating animations on students' mental models of atomic structure " Chemistry Education Research and Practice, vol. 17, pp. 788-807, 2016.

P. S. Putra, N. B. Asi, M. E. Anggraeni, and Karelius, "Development of android-based chemistry learning media for experimenting," Journal of Physics: Conference Series, vol. 1422, 2020.

S. Sana, C. Adhikary, and K. N. Chattopadhyay, "Evolutionary paradigm shift in the instructional strategies of chemical concepts," Bhatter College Journal of Multidisciplinary Studies, vol. 8, no. 1, pp. 72-79, 2018.

B. Curum and K. K. Khedo, "Cognitive load management in mobile learning systems: Principles and theories," Journal of Computers in Education, vol. 8, pp. 109-136, 2021.

D. Parsons and K. MacCallum, "A learning theory rubric for evaluating mobile learning activities," International Journal of Online Pedagogy and Course Design, vol. 7, no. 4, pp. 24-38, 2017.

D. Libman and L. Huang, "Chemistry on the go: Review of chemistry apps on smartphones," Journal of Chemical Education, vol. 90, pp. 320-325, 2013.

H. F. El-Sofany and N. El-Haggar, "The effectiveness of using mobile learning techniques to improve learning outcomes in higher education," International Journal of Interactive Mobile Technologies, vol. 14, no. 8, pp. 4-17, 2020.

L. C. H. Amelia, M. J. Z. Abidin, and J. S. Saibon, "The benefits and drawbacks of using tablet-based digital storytelling in vocabulary learning among Malaysian young English as a Second Language (ESL) learners," Asia Pacific Journal of Educators and Education, vol. 34, pp. 17-47, 2019.

L. S. Vygotsky, Mind in society. Cambridge, MA: Harvard University Press, 1978.

M. V. Alyushin and L. V. Kolobashkina, "Monitoring of the current status of students as a means of increasing the effectiveness of educational process," The Education and Science Journal, vol. 21, no. 2, pp. 176-197, 2019.

H.-C. Chu, "Potential negative fffects of mobile learning on students' learning achievement and cognitive load: A format assessment perspective," Educational Technology & Society, vol. 17, no. 1, pp. 332-344, 2014.

K. Zhampeissova, A. Gura, E. Vanina, and Z. Egorova, "Academic performance and cognitive load in mobile learning," International Journal of Interactive Mobile Technologies, vol. 14, no. 21, pp. 78-91, 2020.



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