Cybersecurity awareness is important for employees in Malaysia's banking sector. Protecting valuable data from theft and misuse requires fostering a culture of awareness and providing comprehensive security training. Unintentional disclosure of sensitive information poses a significant risk, leading to cyberattacks and loss of clients, eventually impacting profitability. This paper explores the dependent variable of cybersecurity awareness and delves into independent variable analysis, strategies, and the existing lack of cyber security measures. A sample of 384 employees from a Malaysian banking organization was selected using the Krejcie & Morgan sampling technique. Data analysis was conducted and demonstrating good internal consistency and mitigating concerns about measurement reliability. Furthermore, collinearity issues were absent, as indicated by VIF values below ten and tolerance values exceeding 0.1 for the examined independent variables.
Akter, S., Uddin, M. R., Sajib, S., Lee, W. J. T., Michael, K., & Hossain, M. A. (2022). Reconceptualising cybersecurity awareness capability in the data-driven digital economy. Annals of Operations Research, pp.1-26.
Al Shamsi, A. A. (2019). Effectiveness of cyber security awareness program for young children: A case study in UAE. Int. J. Inf. Technol. Lang. Stud, 3(2), pp.8-29.
Al-Alawi, A. I., & Al-Bassam, S. A. (2019). Assessing the factors of cybersecurity awareness in the banking sector. Arab Gulf Journal of Scientific Research, 37(4), pp.17-32.
Alita, D., Putra, A. D., & Darwis, D. (2021). Analysis of classic assumption test and multiple linear regression coefficient test for employee structural office recommendation. IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 15(3), pp.1-5.
Allen, S., Capkun, S., Eyal, I., Fanti, G., Ford, B. A., Grimmelmann, J., Juels, A., Kostiainen, K., Meiklejohn, S., Miller, A., & Prasad, E., (2020). Design choices for central bank digital currency: Policy and technical considerations (No. w27634). National Bureau of Economic Research.
Al-Shanfari, I., Yassin, W., & Abdullah, R., (2020). Identify factors affecting information security awareness and weight analysis process. International Journal of Engineering and Advanced Technology (IJEAT), 9(3), pp.534-42.
Amrhein, V., Trafimow, D., & Greenland, S., (2019). Inferential statistics as descriptive statistics: There is no replication crisis if we don’t expect replication. The American Statistician, 73(sup1), pp.262-270.
Ansari, M. F., Sharma, P. K., & Dash, B., (2022). Prevention of phishing attacks using AI-based Cybersecurity Awareness Training. Prevention.
Astivia, O. L. O., & Zumbo, B. D. (2019). Heteroskedasticity in multiple regression analysis: What it is, how to detect it and how to solve it with applications in R and SPSS. Practical Assessment, Research, and Evaluation, 24(1), p.1.
Bada, M., Solms, S. H., & Agrafiotis, I. (2019). Reviewing national cybersecurity awareness for users and executives in Africa. ArXiv, abs/1910.01005.
Bafadal, I., Juharyanto, J., Nurabadi, A., & Gunawan, I., (2018, October). Principal leadership and its relationship with student learning achievements: A regression analysis. In 3rd International Conference on Educational Management and Administration (CoEMA 2018) (pp. 156-158). Atlantis Press.
Bai, C., Liao, B. H., & Lei, R. P. (2022). Ethical, legal and social issues raised by human brain banks. European Review for Medical and Pharmacological Sciences, 26(16), pp.5635-5645.
Berkman, H., Jona, J., Lee, G., & Soderstrom, N. (2018). Cybersecurity awareness and market valuations. Journal of Accounting and Public Policy, 37(6), pp.508-526.
Bijlsma, A., & Rutledge, L. W. (2020). Information security awareness of bank employees: how differences between headquarters and branch employees affect ISA program design.
Blackwood-Brown, C. G. (2018). An empirical assessment of senior citizens' cybersecurity awareness, computer self-efficacy, perceived risk of identity theft, attitude, and motivation to acquire cybersecurity skills (Doctoral dissertation, Nova Southeastern University).
Bonache, J., & Festing, M. (2020). Research paradigms in international human resource management: An epistemological systematisation of the field. German Journal of Human Resource Management, 34(2), pp.99-123.
Chang, L. Y., & Coppel, N. (2020). Building cyber security awareness in a developing country: lessons from Myanmar. Computers & Security, 97, p.101959.
Chua, H. N., Teh, J. S., & Herbland, A. (2021). Identifying the effect of data breach publicity on information security awareness using hierarchical regression. IEEE Access, 9, pp.121759-121770.
Corallo, A., Lazoi, M., Lezzi, M., & Luperto, A. (2022). Cybersecurity awareness in the context of the Industrial Internet of Things: A systematic literature review. Computers in Industry, 137, p.103614.
CyberEdge. (n.d.). Retrieved from https://cyber-edge.com/cdr/
Dharmawansa, A. D., & Madhuwanthi, R. A. M. (2020). Evaluating the Information Security Awareness (ISA) of employees in the banking sector: A case study.
Emerson, R. W. (2021). Convenience sampling revisited: Embracing its limitations through thoughtful study design. Journal of Visual Impairment & Blindness, 115(1), pp.76-77.
Garba, A. A., Siraj, M. M., Othman, S. H., & Musa, M. A. (2020). A study on cybersecurity awareness among students in Yobe State University, Nigeria: A quantitative approach. Int. J. Emerg. Technol, 11(5), pp.41-49.
George, D., & Mallery, P. (2003). SPSS for Windows Step by Step: A Simple Guide and Reference. 11.0 Update. 4th ed. Boston: Allyn & Bacon.
George, D., & Mallery, P. (2019). IBM SPSS statistics 26 step by step: A simple guide and reference. Routledge.
Gliem, J. A., & Gliem, R. R. (2003). Calculating, interpreting, and reporting Cronbach’s alpha reliability coefficient for Likert-type scales. Midwest Research to Practice Conference in Adult, Continuing, and Community Education, Issue 10, pp. 82-88.
Hart, S., Margheri, A., Paci, F., & Sassone, V. (2020). Riskio: A serious game for cyber security awareness and education. Computers & Security, 95, p.101827.
He, W., Ash, I., Anwar, M., Li, L., Yuan, X., Xu, L., & Tian, X. (2019). Improving employees’ intellectual capacity for cybersecurity through evidence-based malware training. Journal of intellectual capital.
Hoffer, K. J., & Savini, G. (2021). Update on intraocular lens power calculation study protocols: the better way to design and report clinical trials. Ophthalmology, 128(11), pp.e115-e120.
Ivanov, V., Dehtiarov, I., Denysenko, Y., Malovana, N., & Martynova, N. (2018). Experimental diagnostic research of fixture. Diagnostyka, 19.
Jaeger, L., & Eckhardt, A. (2021). Eyes wide open: The role of situational information security awareness for security?related behaviour. Information Systems Journal, 31(3), pp.429-472.
Kam, H. J., Mattson, T., & Goel, S. (2020). A cross industry study of institutional pressures on organizational effort to raise information security awareness. Information Systems Frontiers, 22(5), pp.1241-1264.
Kemper, G. (2019). Improving employees' cyber security awareness. Computer Fraud & Security, 2019(8), pp.11-14.
Kour, R., & Karim, R. (2020). Cybersecurity workforce in railway: its maturity and awareness. Journal of Quality in Maintenance Engineering.
Kovacevic, A., Putnik, N., & Toskovic, O. (2020). Factors related to cyber security behavior. IEEE Access, 8, pp.125140-125148.
Lemenkova, P. (2019). Numerical data modelling and classification in marine geology by the SPSS statistics. International Journal of Engineering Technologies IJET, 5(2), pp.90-99.
Lin, H., Zhang, Y., & Liu, X. (2021). Empirical Research on the Quality of Environmental Accounting Information Disclosure based on SPSS. In Journal of Physics: Conference Series (Vol. 1769(1), p. 012023). IOP Publishing.
Malaysia Banking System: Number of Employee | Economic Indicators | CEIC. Retrieved January 17, 2023, from https://www.ceicdata.com/en/malaysia/banking-system-indicators/banking-system-no-of-employee
Martin, F., Budhrani, K., & Wang, C. (2019). Examining faculty perception of their readiness to teach online. Online Learning, 23(3), pp.97-119.
Moallem, A. (2018). Cyber security awareness among college students. In International conference on applied human factors and ergonomics (pp. 79-87). Springer, Cham.
Mohajan, H. K. (2018). Qualitative research methodology in social sciences and related subjects. Journal of Economic Development, Environment and People, 7(1), pp.23-48.
Newman, M., & Gough, D. (2020). Systematic reviews in educational research: Methodology, perspectives, and application. Systematic Reviews in Educational Research, pp.3-22.
Pallant, J. (2016). SPSS Survival Manual: A Step By Step Guide To Data Analysis Using IBM SPSS. 6th ed. London: McGraw Hill Education.
Pallant, J. (2020). SPSS survival manual: A step by step guide to data analysis using IBM SPSS. Routledge.
Prevezianou, M. F. (2020). Beyond ones and zeros: Conceptualizing cyber crises. Risk, Hazards and Crisis in Public Policy, 12(1), 51–72. https://doi.org/10.1002/rhc3.12204
Quayyum, F., Cruzes, D. S., & Jaccheri, L. (2021). Cybersecurity awareness for children: A systematic literature review. International Journal of Child-Computer Interaction, 30, p.100343.
Salleh, K. A., & Janczewski, L. (2019). Security considerations in big data solutions adoption: Lessons from a case study on a banking institution. Procedia Computer Science, 164, pp.168-176.
Sawatsky, A. P., Ratelle, J. T., & Beckman, T. J. (2019). Qualitative research methods in medical education. Anesthesiology, 131(1), pp.14-22.
Scholl, M. (2018). Awareness in information security. Journal on Systemics, Cybernetics and Informatics (JSCI), 16(4).
Shrestha, N. (2020). Detecting multicollinearity in regression analysis. American Journal of Applied Mathematics and Statistics, 8(2), pp.39-42.
Utami, Y., Vinsensia, D., & Pangabean, E. (2022). Peningkatan kemampuan mahasiswa dalam menganalisis instrumen pengumpulan data melalui aplikasi SPSS: id. Aptekmas Jurnal Pengabdian pada Masyarakat, 5(3), pp.158-162.
Wakoli, L. W., Ogara, S., & Liyala, S. (2020). An investigation of existing strategies used to counter prevailing cyber threats and vulnerabilities in banks.
Williams, A. S., Maharaj, M. S., & Ojo, A. I. (2019). Employee behavioural factors and information security standard compliance in Nigeria banks. International Journal of Computing and Digital Systems, 8(04), pp.387-396.
Y?ld?r?m, I. (2019). Cyber risk management in banks: Cyber risk insurance. In Global Cyber Security Labor Shortage and International Business Risk (pp. 38-50). IGI Global.
Zhang-Kennedy, L., & Chiasson, S. (2021). A systematic review of multimedia tools for cybersecurity awareness and education. ACM Computing Surveys (CSUR), 54(1), pp.1-39.
Zwilling, M., Klien, G., Lesjak, D., Wiechetek, L., Cetin, F., & Basim, H. N. (2022). Cyber security awareness, knowledge and behavior: a comparative study. Journal of Computer Information Systems, 62(1), pp.82-97.
