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Role of Digital Technologies Based on Cybersecurity Awareness in Enhancing Firms’ Performance: Digital Accounting Systems Setting

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Sep 02, 2025

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Abad-Segura, E., Infante-Moro, A., González-Zamar, M. D., & López-Meneses, E. (2024). Influential Factors For A Secure Perception Of Accounting Management With Blockchain Technology. Journal of Open Innovation: Technology, Market, and Complexity, 100264. https://doi.org/10.1016/j.joitmc.2024.100264 Search in Google Scholar

Abdelhalim, A. M. (2024). How management accounting practices integrate with big data analytics and its impact on corporate sustainability. Journal of Financial Reporting and Accounting, 22(2), 416-432. https://doi.org/10.1108/JFRA-01-2023-0053 Search in Google Scholar

Abu Huson, Y., Sierra-García, L., & Garcia-Benau, M. A. (2024). A bibliometric review of information technology, artificial intelligence, and blockchain on auditing. Total Quality Management & Business Excellence, 35(1-2), 91-113. https://doi.org/10.1080/14783363.2023.2256260 Search in Google Scholar

Adeyeri, T. B. (2024). Automating Accounting Processes: How AI is Streamlining Financial Reporting. Journal of Artificial Intelligence Research, 4(1), 72-90. https://thesciencebrigade.com/JAIR/article/view/166 Search in Google Scholar

Ahmad, A. Y. B. (2024). Firm Determinants that Influences Implementation of Accounting Technologies in Business Organizations. WSEAS Transactions on Business and Economics, 21, 1-11. https://doi.org/10.37394/23207.2024.21.1 Search in Google Scholar

Ahmad, A., El-Dalahmeh, S., Al-Shakri, K., Alkhawaldeh, B., & Alsmadi, L. (2024). The link between management accounting information systems and firm competitiveness: The mediating role of innovation capabilities. Uncertain Supply Chain Management, 12(3), 1781-1790. https://doi.org/10.5267/j.uscm.2024.3.004 Search in Google Scholar

Akter, M., Kummer, T. F., & Yigitbasioglu, O. (2024). Looking beyond the hype: The challenges of blockchain adoption in accounting. International Journal of Accounting Information Systems, 53, 100681. https://doi.org/10.1016/j.accinf.2024.100681 Search in Google Scholar

Akter, S., Uddin, M. R., Sajib, S., Lee, W. J. T., Michael, K., & Hossain, M. A. (2022). Reconceptualizing cybersecurity awareness capability in the data-driven digital economy. Annals of operations research, 1-26. https://doi.org/10.1007/s10479-022-04844-8 Search in Google Scholar

Albrecht, J. P. (2016). How the GDPR will change the world. European Data Protection Law Review, 2, 287. https://doi.org/10.21552/EDPL/2016/3/4 Search in Google Scholar

Alghizzawi, M., Ezmigna, I., Ezmigna, A. A. R., Alhawamdeh, Z. M., Hammouri, M. A., Alawneh, E., & Al-Gasawneh, J. A. (2024). The Big Data Analysis and Digital Marketing. In Opportunities and Risks in AI for Business Development: Volume 2, 1-10. Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-65207-3_1 Search in Google Scholar

Alhanatleh, H., Alghizzawi, M., Habes, M., Tahat, K., & Tahat, D. N. (2023, November). The Impact of Digital Marketing Through the TikTok Application on Purchase Intent. In 2023 Tenth International Conference on Social Networks Analysis, Management and Security (SNAMS), 1-6. IEEE. https://doi.org/10.1109/SNAMS60348.2023.10375451 Search in Google Scholar

Alhanatleh, H., Khaddam, A., & Abousweilem, F. (2022). Mobile government public value model for assessing the public institution’s services: evidence through the context of Jordan. International Journal of Data and Network Science, 6(4), 1295-1308. https://doi.org/10.5267/j.ijdns.2022.6.005 Search in Google Scholar

Alhanatleh, H., Khaddam, A., Abudabaseh, F., Alghizzawi, M., & Alzghoul, A. (2024). Enhancing the public value of mobile fintech services through cybersecurity awareness antecedents: A novel framework in Jordan. Investment Management and Financial Innovations, 21(1), 417-430. https://doi.org/10.21511/imfi.21(1).2024.32 Search in Google Scholar

Alharasis, E. E., & Alkhwaldi, A. F. (2024, June). The Implementation of Advanced AIS and the Accounting Data Quality: The Case of Jordanian SMEs. In International Conference on Human-Computer Interaction, 149-173. Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-61318-0_11 Search in Google Scholar

Al-Hattami, H. M., & Kabra, J. D. (2024). The influence of accounting information system on management control effectiveness: The perspective of SMEs in Yemen. Information Development, 40(1), 75-93. https://doi.org/10.1177/02666669221087184 Search in Google Scholar

Al-Hattami, H. M., Senan, N. A. M., Al-Hakimi, M. A., & Azharuddin, S. (2024). An empirical examination of AIS success at the organizational level in the era of COVID-19 pandemic. Global Knowledge, Memory and Communication, 73(3), 312-330. https://doi.org/10.1108/GKMC-04-2022-0094 Search in Google Scholar

Almaqtari, F. A. (2024). The Role of IT Governance in the Integration of AI in Accounting and Auditing Operations. Economies, 12(8), 199. https://doi.org/10.3390/economies12080199 Search in Google Scholar

Almaqtari, F. A., Farhan, N. H., Al-Hattami, H. M., Elsheikh, T., & Al-dalaien, B. O. A. (2024). The impact of artificial intelligence on information audit usage: Evidence from developing countries. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100298. https://doi.org/10.1016/j.joitmc.2024.100298 Search in Google Scholar

Al-Okaily, M. (2024). Assessing the effectiveness of accounting information systems in the era of COVID-19 pandemic. VINE Journal of Information and Knowledge Management Systems, 54(1), 157-175. https://doi.org/10.1108/VJIKMS-08-2021-0148 Search in Google Scholar

Alrfai, M. M., Alqudah, H., Lutfi, A., Al-Kofahi, M., Alrawad, M., & Almaiah, M. A. (2023). The influence of artificial intelligence on the AISs efficiency: Moderating effect of the cyber security. Cogent Social Sciences, 9(2), 2243719. https://doi.org/10.1080/23311886.2023.2243719 Search in Google Scholar

Alshirah, M., Lutfi, A., Alshirah, A., Saad, M., Ibrahim, N. M. E. S., & Mohammed, F. (2021). Influences of the environmental factors on the intention to adopt cloud based accounting information system among SMEs in Jordan. Accounting, 7(3), 645-654. https://doi.org/10.5267/j.ac.2020.12.013 Search in Google Scholar

Alzghoul, A., Alhanatleh, H., Alnajdawi, S., Alghizzawi, M., & mohammad Al Htibat, A. (2024, December). Actual Role of Cybersecurity Awareness and Knowledge to Drive Digital Technology Adoption for Enhance Sustainable Development: Engineering Industry Setting. In 2024 International Conference on Decision Aid Sciences and Applications (DASA), 1-5. IEEE. https://doi.org/10.1109/DASA63652.2024.10836494 Search in Google Scholar

Anyanwu, A., Olorunsogo, T., Abrahams, T. O., Akindote, O. J., & Reis, O. (2024). Data confidentiality and integrity: a review of accounting and cybersecurity controls in superannuation organizations. Computer Science & IT Research Journal, 5(1), 237-253. https://doi.org/10.51594/csitrj.v5i1.735 Search in Google Scholar

Appiah, G., Amankwah-Amoah, J., & Liu, Y. L. (2020). Organizational architecture, resilience, and cyberattacks. IEEE Transactions on Engineering Management, 69(5), 2218-2233. https://doi.org/10.1109/TEM.2020.3004610 Search in Google Scholar

AlFraihat, S. F. A., Ali, A. M., Hodaifa, G., & Alghizzawi, M. (2025). The Impact of Digital Content Marketing on Brand Defence: The Mediating Role of Behavioural Engagement and Brand Attachment. Administrative Sciences, 15(4), 124. https://doi.org/10.3390/admsci15040124 Search in Google Scholar

Awang, P. (2018). Pendekatan Mudah SEM (Structural Equation Modeling). MPWS Rich Resources. http://eprints.unisza.edu.my/id/eprint/3865 Search in Google Scholar

Azaan, S., & Elsa, J. (2024). The Rise of Automated Accounting: Navigating the Digital Landscape, No. 12113. EasyChair. https://easychair.org/publications/preprint/G7b5 Search in Google Scholar

Ballantine, J., & Galliers, R. D. (2017). New developments in information technology: A call for action. In The Routledge Companion to Accounting Information Systems. 292-301. Routledge. https://doi.org/10.4324/9781315647210 Search in Google Scholar

Berkman, H., Jona, J., Lee, G., & Soderstrom, N. (2018). Cybersecurity awareness and market valuations. Journal of Accounting and Public Policy, 37(6), 508-526. https://doi.org/10.1016/j.jaccpubpol.2018.10.003 Search in Google Scholar

Bosanac, K., Ivančić, I., & Dragičević, D. (2025). Contemporary needs of animation programmes in business tourism. Oeconomica Jadertina, 15(1), 55–68. https://doi.org/10.15291/oec.4562 Search in Google Scholar

Brown, T. A. (2015). Confirmatory factor analysis for applied research. Guilford publications. https://www.guilford.com/books/Confirmatory-Factor-Analysis-for-Applied-Research/Timothy-Brown/9781462515363 Search in Google Scholar

Bulgurcu, B., Cavusoglu, H., & Benbasat, I. (2010). Information security policy compliance: an empirical study of rationality-based beliefs and information security awareness. MIS quarterly, 523-548. https://www.jstor.org/stable/25750690 Search in Google Scholar

Cram, W. A., Wang, T., & Yuan, J. (2023). Cybersecurity research in accounting information systems: A review and framework. Journal of Emerging Technologies in Accounting, 20(1), 15-38. https://doi.org/10.2308/JETA-2020-081 Search in Google Scholar

Curtis, S. R., Carre, J. R., & Jones, D. N. (2018). Consumer security behaviors and trust following a data breach. Managerial Auditing Journal, 33(4), 425-435. https://doi.org/10.1108/MAJ-11-2017-1692 Search in Google Scholar

Dijkstra, T. K., & Henseler, J. (2015). Consistent partial least squares path modeling. MIS Quarterly, 39(2), 297–316. https://www.jstor.org/stable/26628355 Search in Google Scholar

Dora, M., Kumar, M., Van Goubergen, D., Molnar, A., & Gellynck, X. (2013). Operational performance and critical success factors of lean manufacturing in European food processing SMEs. Trends in food science & technology, 31(2), 156-164. https://doi.org/10.1016/j.tifs.2013.03.002 Search in Google Scholar

Ekelund, S., & Iskoujina, Z. (2019). Cybersecurity economics–balancing operational security spending. Information Technology & People, 32(5), 1318-1342. https://doi.org/10.1108/ITP-05-2018-0252 Search in Google Scholar

Elmaasrawy, H. E., & Tawfik, O. I. (2024). The impact of using the Internet of Things on the development of the accounting information system in the health sector. In Artificial Intelligence, Big Data, Blockchain and 5G for the Digital Transformation of the Healthcare Industry, 253-270. Academic Press. https://doi.org/10.1016/B978-0-443-21598-8.00006-3 Search in Google Scholar

Hamza, R. A. E. M., Ahmed, N. H., Mohamed, A. M. E., Bennaceur, M. Y., Elhefni, A. H. M., & Elshaabany, M. M. (2024). The Impact of Artificial Intelligence (AI) on the Accounting System of Saudi Companies. WSEAS Transactions on Business and Economics, 21(January), 499-511. https://doi.org/10.37394/23207.2024.21.42 Search in Google Scholar

Hasan, S., Ali, M., Kurnia, S., & Thurasamy, R. (2021). Evaluating the cyber security readiness of organizations and its influence on performance. Journal of Information Security and Applications, 58, 102726. https://doi.org/10.1016/j.jisa.2020.102726 Search in Google Scholar

Hasani, T., O’Reilly, N., Dehghantanha, A., Rezania, D., & Levallet, N. (2023). Evaluating the adoption of cybersecurity and its influence on organizational performance. SN Business & Economics, 3(5), 97. https://doi.org/10.1007/s43546-023-00477-6 Search in Google Scholar

Hermida, R. (2015). The problem of allowing correlated errors in structural equation modeling: concerns and considerations. Computational Methods in Social Sciences, 3(1), 5-17. https://www.ceeol.com/search/article-detail?id=417198 Search in Google Scholar

Hossain, M. Z., & Johora, F. T. (2024). Cybersecurity in Accounting: Protecting Financial Data in the Digital Age. Available at SSRN 4868132. https://doi.org/10.59324/ejaset.2024.2(6).06 Search in Google Scholar

Idris, M. I., Siam, Y. I. A., & Ahmad, A. L. (2018). The impact of external auditor size on the relationship between audit committee effectiveness and earnings management. Investment Management and Financial Innovations, 15(3), 122-130. http://dx.doi.org/10.21511/imfi.15(3).2018.10 Search in Google Scholar

Jackson, D., & Allen, C. (2024). Enablers, barriers and strategies for adopting new technology in accounting. International Journal of Accounting Information Systems, 52, 100666. https://doi.org/10.1016/j.accinf.2023.100666 Search in Google Scholar

JCI, 2023. https://www.aci.org.jo/Publication_Details.aspx?id=4104 . Accessed by the Internet in (17 March, 2021). Search in Google Scholar

Jiang, L. (2024). The use of blockchain technology in enterprise financial accounting information sharing. Plos one, 19(2), e0298210. https://doi.org/10.1371/journal.pone.0298210 Search in Google Scholar

Kakizhanova, T., Utepkaliyeva, K., Zeinolla, S., Aben, A., & Ilyashova, G. (2025). Impact of Digitalization, Economic Growth and Birth Rate on Female Labor Force: Evidence from Kazakh-stan. ECONOMICS - Innovative and Economics Research Journal, 13(2), 95–110. https://doi.org/10.2478/eoik-2025-0032 Search in Google Scholar

Khando, K., Gao, S., Islam, S. M., & Salman, A. (2021). Enhancing employees information security awareness in private and public organisations: A systematic literature review. Computers & security, 106, 102267. https://doi.org/10.1016/j.cose.2021.102267 Search in Google Scholar

Knowles, W., Prince, D., Hutchison, D., Disso, J. F. P., & Jones, K. (2015). A survey of cyber security management in industrial control systems. International journal of critical infrastructure protection, 9, 52-80. https://doi.org/10.1016/j.ijcip.2015.02.002 Search in Google Scholar

Kumar, S., Biswas, B., Bhatia, M. S., & Dora, M. (2021). Antecedents for enhanced level of cyber-security in organisations. Journal of Enterprise Information Management, 34(6), 1597-1629. https://doi.org/10.1108/JEIM-06-2020-0240 Search in Google Scholar

Kusumawardhani, F., Ratmono, D., Wibowo, S., Darsono, D., Widyatmoko, S., & Rokhman, N. (2024). The impact of digitalization in accounting systems on information quality, cost reduction and decision making: Evidence from SMEs. International Journal of Data and Network Science, 8(2), 1111-1116. https://doi.org/10.5267/j.ijdns.2023.11.023 Search in Google Scholar

Masa’deh, R. E., Almajali, D. A., & Alsmadi, L. A. (2025). Acceptance of Artificial Intelligence in a Jordanian Firm: An Overview. The Role of Artificial Intelligence Applications in Business, 1-10. https://doi.org/10.1108/978-1-83662-518-620251001 Search in Google Scholar

Magboul, I., Jebreel, M., Shawtri, F., Qabajeh, M., Shanti, A., Alqudah, M., & Abu Huson, Y. (2024). Factors influencing accounting information system usage by oil companies & performance outcomes. Cogent Business & Management, 11(1), 2369211. https://doi.org/10.1080/23311975.2024.2369211 Search in Google Scholar

Masa’deh, R. E., Warrad, L. H., Jahmani, K., Almajali, D., Majali, S. A., & Al-Radaideh, A. T. (2024). Antecedents of adoption blockchain: Empirical study in Jordanian firms.‏International Journal of Data and Network Science, 8 (2024) 2601–2614. https://doi.org/doi:10.5267/j.ijdns.2024.4.017 Search in Google Scholar

Mirtsch, M., Kinne, J., & Blind, K. (2020). Exploring the adoption of the international information security management system standard ISO/IEC 27001: a web mining-based analysis. IEEE Transactions on Engineering Management, 68(1), 87-100. https://doi.org/10.1109/TEM.2020.2977815 Search in Google Scholar

Moudud-Ul-Huq, S., Asaduzzaman, M., & Biswas, T. (2020). Role of cloud computing in global accounting information systems. The Bottom Line, 33(3), 231-250. https://doi.org/10.1108/BL-01-2020-0010 Search in Google Scholar

Moulton, R., & Coles, R. S. (2003). Applying information security governance. Computers & Security, 22(7), 580-584. https://doi.org/10.1016/S0167-4048(03)00705-3 Search in Google Scholar

Nassani, A. A., Yousaf, Z., Grigorescu, A., Oprisan, O., & Haffar, M. (2023). Accounting information systems as mediator for digital technology and strategic performance interplay. Electronics, 12(8), 1866. https://doi.org/10.3390/electronics12081866 Search in Google Scholar

Nassimbeni, G., Sartor, M., & Dus, D. (2012). Security risks in service offshoring and outsourcing. Industrial Management & Data Systems, 112(3), 405-440. https://doi.org/10.1108/02635571211210059 Search in Google Scholar

Neri, M., Niccolini, F., & Martino, L. (2024). Organizational cybersecurity readiness in the ICT sector: a quanti-qualitative assessment. Information & Computer Security, 32(1), 38-52. https://doi.org/10.1108/ICS-05-2023-0084 Search in Google Scholar

Oroni, C. Z., & Xianping, F. (2023). Structural evaluation of management capability and the mediation role of cybersecurity awareness towards enterprise performance. Journal of Data, Information and Management, 5(4), 345-361. https://doi.org/10.1007/s42488-023-00108-7 Search in Google Scholar

Pereira, C., Castro, B., Gomes, L., & Canha, H. (2024). Firms’ Investment Level and (In) Efficiency: The Role of Accounting Information System Quality. International Journal of Financial Studies, 12(1), 9. https://doi.org/10.3390/ijfs12010009 Search in Google Scholar

Pflueger, D., Kornberger, M., & Mouritsen, J. (2024). What is blockchain accounting? A critical examination in relation to organizing, governance, and trust. European Accounting Review, 33(4), 1139-1164. https://doi.org/10.1080/09638180.2022.2147973 Search in Google Scholar

Pigola, A., Da Costa, P. R., Ferasso, M., & da Silva, L. F. C. (2024). Enhancing cybersecurity capability investments: Evidence from an experiment. Technology in Society, 76, 102449. https://doi.org/10.1016/j.techsoc.2023.102449 Search in Google Scholar

Priambodo, A., Anwar, N., & Suharno, S. (2025). Does Digital Literacy Mediate the Relationship between ICT and Regional Own-Source Revenue? ECONOMICS - Innovative and Economics Research Journal, 13(2), 203–222. https://doi.org/10.2478/eoik-2025-0037 Search in Google Scholar

Rabie, H. (2024). The Mediating Role of Cybersecurity on the Relationship between Internal Control and the Implementation of Cloud-Based Enterprise Resource Planning Systems in Jordanian Commercial Banks. Kurdish Studies, 12(2), 2921-2936. https://pdfs.semanticscholar.org/2968/7110671b863d86b9b6a155537bb702e06ad4.pdf Search in Google Scholar

Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.‏https://doi.org/10.1037/0021-9010.88.5.879 Search in Google Scholar

Ratten, V. (2019). The effect of cybercrime on open innovation policies in technology firms. Information Technology & People, 32(5), 1301-1317. https://doi.org/10.1108/ITP-03-2018-0119 Search in Google Scholar

Rawat, D. B., Doku, R., & Garuba, M. (2019). Cybersecurity in big data era: From securing big data to data-driven security. IEEE Transactions on Services Computing, 14(6), 2055-2072. https://doi.org/10.1109/TSC.2019.2907247 Search in Google Scholar

Raza, I., & Awang, Z. (2021). Knowledge-sharing practices in higher educational institutes of Islamabad, Pakistan: an empirical study based on theory of planned behavior. Journal of Applied Research in Higher Education, 13(2), 466–484. https://doi.org/10.1108/JARHE-03-2020-0068 Search in Google Scholar

Rex B. Kline. (2011). Principles and Practice of Structural Equation Modeling. In The Guilford Press (3nd ed.). The Guilford Press. http://ndl.ethernet.edu.et/bitstream/123456789/74702/1/35.pdf Search in Google Scholar

Ringle, C. M., Sarstedt, M., Mitchell, R., & Gudergan, S. P. (2020). Partial least squares structural equation modeling in HRM research. The international journal of human resource management, 31(12), 1617-1643. https://doi.org/10.1080/09585192.2017.1416655 Search in Google Scholar

Rogers, R. W. (1975). A protection motivation theory of fear appeals and attitude change1. The Journal of Psychology, 91(1), 93-114. https://doi.org/10.1080/00223980.1975.9915803 Search in Google Scholar

Roumani, Y., Nwankpa, J. K., & Roumani, Y. F. (2015). Time series modeling of vulnerabilities. Computers & Security, 51, 32-40. https://doi.org/10.1016/j.cose.2015.03.003 Search in Google Scholar

Salehi, A. K. (2024). Critical review of the role of accounting in the decision-making process. Journal of Islamic Accounting and Business Research, 15(2), 244-264. https://doi.org/10.1108/JIABR-12-2021-0310 Search in Google Scholar

Samtani, S., Chinn, R., Chen, H., & Nunamaker Jr, J. F. (2017). Exploring emerging hacker assets and key hackers for proactive cyber threat intelligence. Journal of Management Information Systems, 34(4), 1023-1053. https://doi.org/10.1080/07421222.2017.1394049 Search in Google Scholar

Saputra, K. A. K., & Paranoan, S. (2024). Do Cyber security, Digitalisation and Data Visualisation Affect the Quality of Internal Environmental Audits?. Australasian Accounting, Business and Finance Journal, 18(2), 158-174. https://doi.org/10.14453/aabfj.v18i2.10 Search in Google Scholar

Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial least squares structural equation modeling. In Handbook of market research, 587-632. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-57413-4_15 Search in Google Scholar

Shakdwipee, P., Agarwal, K., Kunwar, H., & Singh, S. (2023, August). Artificial Intelligence in Finance and Accounting: Opportunities and Challenges. In International Conference on ICT for Sustainable Development, 165-177. Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-99-5652-4_17 Search in Google Scholar

Sipior, J. C., Bierstaker, J., Borchardt, P., & Ward, B. T. (2018). A ransomware case for use in the classroom. Communications of the Association for Information Systems, 43(1), 32. https://doi.org/10.17705/1CAIS.04332 Search in Google Scholar

Skopik, F., Settanni, G., & Fiedler, R. (2016). A problem shared is a problem halved: A survey on the dimensions of collective cyber defense through security information sharing. Computers & Security, 60, 154-176. https://doi.org/10.1016/j.cose.2016.04.003 Search in Google Scholar

Soomro, R. B., Memon, S. G., Dahri, N. A., Al-Rahmi, W. M., Aldriwish, K., A. Salameh, A., ... & Saleem, A. (2024). The Adoption of Digital Technologies by Small and Medium-Sized Enterprises for Sustainability and Value Creation in Pakistan: The Application of a Two-Staged Hybrid SEM-ANN Approach. Sustainability, 16(17), 7351. https://doi.org/10.3390/su16177351 Search in Google Scholar

Stefanska, B., & Al-Dawod, F. L. (2021). The importance of risk awareness in cybersecurity among companies : A perspective on the role of top management (Dissertation). https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-177218 Search in Google Scholar

Sun, Y., Li, J., Lu, M., & Guo, Z. (2024). Study of the Impact of the Big Data Era on Accounting and Auditing. arXiv preprint arXiv:2403.07180. https://doi.org/10.48550/arXiv.2403.07180 Search in Google Scholar

Talwar, S., Dhir, A., Kaur, P., Zafar, N., & Alrasheedy, M. (2019). Why do people share fake news? Associations between the dark side of social media use and fake news sharing behavior. Journal of retailing and consumer services, 51, 72-82. https://doi.org/10.1016/j.jretconser.2019.05.026 Search in Google Scholar

Tan, K. S., Chong, S. C., Lin, B., & Eze, U. C. (2009). Internet-based ICT adoption: Evidence from Malaysian SMEs. Industrial Management and Data Systems, 109(2), 224–244. https://doi.org/10.1108/02635570910930118 Search in Google Scholar

Tao, H., Bhuiyan, M. Z. A., Rahman, M. A., Wang, G., Wang, T., Ahmed, M. M., & Li, J. (2019). Economic perspective analysis of protecting ample data security and privacy. Future Generation Computer Systems, 98, 660-671. https://doi.org/10.1016/j.future.2019.03.042 Search in Google Scholar

Thamae, R., Abdullah, H., & Mujinga, M. (2024, April). Enhancing Cybersecurity Policy Awareness Programs in the Financial Sector: A Comprehensive Framework and Assessment of Effectiveness. In International Conference on Business and Technology, 48-57. Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-67444-0_5 Search in Google Scholar

Thottoli, M. M. (2024). Leveraging information communication technology (ICT) and artificial intelligence (AI) to enhance auditing practices. Accounting Research Journal, 37(2), 134-150. https://doi.org/10.1108/ARJ-09-2023-0269 Search in Google Scholar

Van der Haar, H., & Von Solms, R. (2003). A model for deriving information security control attribute profiles. Computers & Security, 22(3), 233-244. https://doi.org/10.1016/S0167-4048(03)00311-0 Search in Google Scholar

Vărzaru, A. A., Bocean, C. G., Mangra, M. G., & Simion, D. (2022). Assessing users’ behavior on the adoption of digital technologies in management and accounting information systems. Electronics, 11(21), 3613. https://doi.org/10.3390/electronics11213613 Search in Google Scholar

Vestad, A., & Yang, B. (2023, July). Adoption of Cybersecurity Innovations—A Systematic Literature Review. In The International Conference on Cybersecurity, Situational Awareness and Social Media, 285-304. Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-99-6974-6_16 Search in Google Scholar

Xue, B., Xu, F., & Warkentin, M. (2018). Critical role of ethical leadership on information security climate and employee ISP violation behavior. WISP 2018 Proceedings. 16. https://aisel.aisnet.org/wisp2018/16 Search in Google Scholar

Yigit Ozkan, B., & Spruit, M. (2023). Adaptable security maturity assessment and standardization for digital SMEs. Journal of Computer Information Systems, 63(4), 965-987. https://doi.org/10.1080/08874417.2022.2119442 Search in Google Scholar

Yusof, M. M., Kuljis, J., Papazafeiropoulou, A., & Stergioulas, L. K. (2008). An evaluation framework for Health Information Systems: human, organization and technology-fit factors (HOT-fit). International journal of medical informatics, 77(6), 386-398. https://doi.org/10.1016/j.ijmedinf.2007.08.011 Search in Google Scholar

Zhang, C., Li, Z., Xu, J., & Luo, Y. (2024). Accounting information quality, firm ownership and technology innovation: Evidence from China. International Review of Financial Analysis, 93, 103118. https://doi.org/10.1016/j.irfa.2024.103118 Search in Google Scholar