Assessing student readiness for mobile learning from a cybersecurity perspective
Fivia Eliza 1,
Radinal Fadli 2 * ,
M. Agphin Ramadhan 3,
Valiant Lukad Perdana Sutrisno 4,
Yayuk Hidayah 5,
Muhammad Hakiki 2,
Deden Dicky Dermawan 6 More Detail
1 Faculty of Engineering, Universitas Negeri Padang, Padang, INDONESIA
2 Universitas Muhammadiyah Muara Bungo, Jambi, INDONESIA
3 Universitas Negeri Jakarta, INDONESIA
4 Universitas Sebelas Maret, Surakarta, INDONESIA
5 Universitas Negeri Yogyakarta, Yogyakarta, INDONESIA
6 Universitas Islam 45 Bekasi, Jawa Barat, INDONESIA
* Corresponding Author
Online Journal of Communication and Media Technologies, Volume 14, Issue 4, Article No: e202452.
https://doi.org/10.30935/ojcmt/15017
OPEN ACCESS 1363 Views 579 Downloads Published online: 31 Aug 2024
ABSTRACT
This research aims to measure student readiness in implementing mobile learning from a cybersecurity perspective. Using a quantitative method with a survey approach, the participants in this research were 150 students of the electrical engineering study program at Padang State University in Indonesia, who were randomly stratified to ensure a balanced representation of the academic year. The research is an online objective test related to cybersecurity topics. The data analysis technique used is quantitative descriptive. The analysis results show that system updates are the only indicator with a “good” awareness level, while other indicators are at the “sufficient” and “poor” levels, indicating the need for further improvement. These findings underscore the importance of integrating cyber security education in mobile learning curricula to increase student readiness to face evolving cyber threats. Thus, this research recommends developing specific training programs and adding comprehensive cybersecurity material to the curriculum to equip students with the skills necessary to maintain cybersecurity effectively.
CITATION
Eliza, F., Fadli, R., Ramadhan, M. A., Sutrisno, V. L. P., Hidayah, Y., Hakiki, M., & Dermawan, D. D. (2024). Assessing student readiness for mobile learning from a cybersecurity perspective.
Online Journal of Communication and Media Technologies, 14(4), e202452.
https://doi.org/10.30935/ojcmt/15017
REFERENCES
- Abuhassna, H., Awae, F., Bayoumi, K., Alzitawi, D. U., Alsharif, A. H., & Yahaya, N. (2022). Understanding online learning readiness among university students: A bibliometric analysis. International Journal of Interactive Mobile Technologies, 16(13), 81–94. https://doi.org/10.3991/IJIM.V16I13.30605
- Ahamed, B., Polas, M. R. H., Kabir, A. I., Sohel-Uz-Zaman, A. S. M., Fahad, A. Al, Chowdhury, S., & Rani Dey, M. (2024). Empowering students for cybersecurity awareness management in the emerging digital era: The role of cybersecurity attitude in the 4.0 Industrial Revolution era. SAGE Open, 14(1). https://doi.org/10.1177/21582440241228920
- Alahmari, S., Renaud, K., & Omoronyia, I. (2023). We are moving beyond cybersecurity awareness and training to engendering security knowledge sharing. Information Systems and e-Business Management, 21(1), 123–158. https://doi.org/10.1007/s10257-022-00575-2
- Alharbi, T., & Tassaddiq, A. (2021). Assessment of cybersecurity awareness among students of Majmaah University. Big Data and Cognitive Computing, 5(2), Article 23. https://doi.org/10.3390/bdcc5020023
- Alotibi, G. (2024). A cybersecurity awareness model for the protection of Saudi students from social media attacks. Engineering, Technology and Applied Science Research, 14(2), 13787–13795. https://doi.org/10.48084/ETASR.7123
- Alsobeh, A. M. R., Alazzam, I., Shatnawi, A. M. J., & Khasawneh, I. (2023). Cybersecurity awareness factors among adolescents in Jordan: Mediation effect of cyber scale and personal factors. Online Journal of Communication and Media Technologies, 13(2), Article e202312. https://doi.org/10.30935/ojcmt/12942
- Amankwa, E. (2021). Relevance of cybersecurity education at pedagogy levels in schools. Journal of Information Security, 12(4), 233–249. https://doi.org/10.4236/jis.2021.124013
- Bognár, L., & Bottyán, L. (2024). Evaluating online security behavior: Development and validation of a personal cybersecurity awareness scale for university students. Education Sciences, 14(6), Article 588. https://doi.org/10.3390/EDUCSCI14060588
- Eliza, F., Candra, O., Tri, D., Yanto, P., Fadli, R., Myori, D. E., Islami, S., Hidayah, Y., & Balti, L. (2024). Effective virtual laboratory to build constructivist thinking in electrical measurement practicum. Indonesian Journal of Electrical Engineering and Computer Science, 34(2), 814–824. https://doi.org/10.11591/IJEECS.V34.I2.PP814-824
- Eliza, F., Fadli, R., Hakiki, M., Trisnawati, W., Abdulah, Putra, Y. I., Fauziah, Marind, G., & Hidayah, Y. (2023). Revolution in engineering education through Android-based learning media for mobile learning: Practicality of mobile learning media to improve electrical measuring skills in the Industrial Age 4.0. International Journal of Interactive Mobile Technologies, 17(20), 60–75. https://doi.org/10.3991/IJIM.V17I20.42093
- Eltahir, M. E., & Ahmed, O. S. (2023). Cybersecurity awareness in African higher education institutions: A case study of Sudan. Information Sciences Letters, 12(1), 171–183. https://doi.org/10.18576/ISL/120113
- Fadli, R., Surjono, H. D., Sari, R. C., Eliza, F., Hakiki, M., Hidayah, Y., Triyono, M. B., & Samala, A. D. (2024). Effectiveness of mobile virtual laboratory based on project-based learning to build constructivism thinking. International Journal of Interactive Mobile Technologies, 18(06), 40–55. https://doi.org/10.3991/IJIM.V18I06.47643
- Garba, A. A., Siraj, M. M., & Othman, S. H. (2022). An assessment of cybersecurity awareness level among Northeastern University students in Nigeria. International Journal of Electrical and Computer Engineering, 12(1), 572–584. https://doi.org/10.11591/IJECE.V12I1.PP572-584
- Garba, A. A., Siraj, M. M., Othman, S. H., & Zogaan, W. A. (2021). Cybersecurity awareness of university students in Nigeria: Analysis approach. Turkish Journal of Computer and Mathematics Education, 12(12), 3739–3752. https://doi.org/10.11591/ijece.v12i1.pp572-584
- González-Granadillo, G., González-Zarzosa, S., & Diaz, R. (2021). Security information and event management (SIEM): Analysis, trends, and usage in critical infrastructures. Sensors, 21(14). https://doi.org/10.3390/S21144759
- Hakiki, M., Surjono, H. D., Wagiran, Fadli, R., Budiman, R. D. A., Ramadhani, W., Habibie, Z. R., Suhardiman, S., & Hidayah, Y. (2023). Enhancing practicality of web-based mobile learning in operating system course: A developmental study. International Journal of Interactive Mobile Technologies, 17(19), 4–19. https://doi.org/10.3991/IJIM.V17I19.42389
- Hnaif, A. A., Derbas, A. M., Almanasra, S., & Hnaif, A. (2024). Cybersecurity integration in distance learning: An analysis of student awareness and attitudes. Indonesian Journal of Electrical Engineering and Computer Science, 33(2), 1057–1066. https://doi.org/10.11591/ijeecs.v33.i2.pp1057-1066
- Hobbs, J. (2023). Cybersecurity awareness in higher education: A comparative analysis of faculty and staff. Issues in Information Systems, 24(1), 159–169. https://doi.org/10.48009/1_IIS_2023_114
- Hodhod, R., Hardage, H., Abbas, S., & Aldakheel, E. A. (2023). CyberHero: An adaptive serious game to promote cybersecurity awareness. Electronics, 12(17), Article 3544. https://doi.org/10.3390/ELECTRONICS12173544
- Huraj, L., Lengyelfalusy, T., Hurajová, A., & Lajčin, D. (2023). Measuring cybersecurity awareness: A comparison between computer science and media science students. TEM Journal, 12(2), 623–633. https://doi.org/10.18421/TEM122-05
- Johri, A., & Kumar, S. (2023). Exploring customer awareness towards their cybersecurity in the Kingdom of Saudi Arabia: A study in the era of banking digital transformation. Human Behavior and Emerging Technologies, 2023. https://doi.org/10.1155/2023/2103442
- Kampa, R. K. (2023). Combining technology readiness and acceptance model for investigating the acceptance of m-learning in higher education in India. Asian Association of Open Universities Journal, 18(2), 105–120. https://doi.org/10.1108/AAOUJ-10-2022-0149
- Li, X. (2020). Students’ acceptance of mobile learning: An empirical study based on blackboard mobile learn. In Mobile devices in education: Breakthroughs in research and practice (pp. 354–373). IGI Global. https://doi.org/10.4018/978-1-7998-1757-4.CH022
- Mai, P. T., & Tick, A. (2021). Cybersecurity awareness and behavior of youth in smartphone usage: A comparative study between university students in Hungary and Vietnam. Acta Polytechnica Hungarica, 18(8), 67–89. https://doi.org/10.12700/APH.18.8.2021.8.4
- Maon, S. N., Hassan, N. M., Jailani, S. F. A. K., & Kassim, E. S. (2021). Gender differences in digital competence among secondary school students. International Journal of Interactive Mobile Technologies, 15(04), 73–84. https://doi.org/10.3991/IJIM.V15I04.20197
- Mc Mahon, C. (2020). In defence of the human factor. Frontiers in Psychology, 11. https://doi.org/10.3389/FPSYG.2020.01390
- Moallem, A. (2019). Cybersecurity awareness among students and faculty. In A. Mallem (Ed.), Cybersecurity awareness among students and faculty. CRC Press. https://doi.org/10.1201/9780429031908
- Nagahawatta, R., Warren, M., & Yeoh, W. (2020). A study of cybersecurity issues in Sri Lanka. International Journal of Cyber Warfare and Terrorism, 10(3), 59–72. https://doi.org/10.4018/IJCWT.2020070105
- Naser, M., Bazar, H. Al, & Abdel-Jaber, H. (2023). Mobile spyware identification and categorization: A systematic review. Informatica (Slovenia), 47(8), 45–56. https://doi.org/10.31449/INF.V47I8.4881
- Nazar, M., Rusman, Puspita, K., & Yaqin, H. (2022). Android-based mobile learning resource for chemistry students in comprehending the concept of redox reactions. International Journal of Interactive Mobile Technologies, 16(3), 123–135. https://doi.org/10.3991/IJIM.V16I03.24133
- Okokpujie, K., Kennedy, C. G., Nnodu, K., & Noma-Osagha, E. (2023). Cybersecurity awareness: Investigating students’ susceptibility to phishing attacks for sustainable safe email usage in academic environment (a case study of a Nigerian leading university). International Journal of Sustainable Development and Planning, 18(1), 255–263. https://doi.org/10.18280/IJSDP.180127
- Ortiz-Garcés, I., Govea, J., Sánchez-Viteri, S., & Villegas-Ch., W. (2024). CyberEduPlatform: An educational tool to improve cybersecurity through anomaly detection with Artificial Intelligence. PeerJ Computer Science, 10, Article e2041. https://doi.org/10.7717/PEERJ-CS.2041
- Riggs, H., Tufail, S., Parvez, I., Tariq, M., Khan, M. A., Amir, A., Vuda, K. V., & Sarwat, A. I. (2023). Impact, vulnerabilities, and mitigation strategies for cyber-secure critical infrastructure. Sensors, 23(8), Article 4060. https://doi.org/10.3390/S23084060
- Salhab, R., & Daher, W. (2023). University students’ engagement in mobile learning. European Journal of Investigation in Health, Psychology and Education, 13(1), 202–216. https://doi.org/10.3390/EJIHPE13010016
- Sari, D. I., Rejekiningsih, T., & Muchtarom, M. (2020). Students’ digital ethics profile in the era of disruption: An overview from the Internet use at risk in Surakarta City, Indonesia. International Journal of Interactive Mobile Technologies, 14(3), 82–94. https://doi.org/10.3991/IJIM.V14I03.12207
- Taha, N., & Dahabiyeh, L. (2021). College students information security awareness: A comparison between smartphones and computers. Education and Information Technologies, 26(2), 1721–1736. https://doi.org/10.1007/s10639-020-10330-0
- Taylor, J., & Whitty, M. (2023). An exploration of the awareness and attitudes of psychology students regarding their psychological literacy for working in the cybersecurity industry. Psychology Learning & Teaching, 23(2), 298–314. https://doi.org/10.1177/14757257231214612
- Van Steen, T., Norris, E., Atha, K., & Joinson, A. (2020). What (if any) behavior change techniques do government-led cybersecurity awareness campaigns use? Journal of Cybersecurity, 6(1), 1–8. https://doi.org/10.1093/CYBSEC/TYAA019
- Van, N. T., Abbas, A. F., Abuhassna, H., Awae, F., & Dike, D. (2021). Digital readiness for social educators in health care and online learning during COVID-19 pandemic: A bibliometric analysis. International Journal of Interactive Mobile Technologies, 15(18), 104–115. https://doi.org/10.3991/IJIM.V15I18.25529
- Wang, Z., Sun, L., & Zhu, H. (2020). Defining social engineering in cybersecurity. IEEE Access, 8, 85094–85115. https://doi.org/10.1109/ACCESS.2020.2992807
- Zhao, T., Gasiba, T., Lechner, U., & Pinto-Albuquerque, M. (2024). Thriving in the era of hybrid work: Raising cybersecurity awareness using serious games in industry training. Journal of Systems and Software, 210. https://doi.org/10.1016/J.JSS.2023.111946
- Zwilling, M., Klien, G., Lesjak, D., Wiechetek, Ł., Cetin, F., & Basim, H. N. (2022). Cybersecurity awareness, knowledge and behavior: A comparative study. Journal of Computer Information Systems, 62(1), 82–97. https://doi.org/10.1080/08874417.2020.1712269