Application of Big Data Technology in Financial Auditing: Challenges, Opportunities, and Implications for the Accounting Profession
DOI:
https://doi.org/10.38035/dijefa.v5i3.2829Keywords:
Big Data technology, Financial auditing, Accounting profession, Data analysis, Fraud detectionAbstract
The integration of Big Data technology in financial auditing has transformed traditional auditing practices, offering significant opportunities for enhancing audit quality and efficiency. This literature review examines the challenges, opportunities, and implications of Big Data technology in the accounting profession. It explores how Big Data tools and techniques can improve data analysis, risk assessment, and fraud detection. However, the adoption of Big Data also presents challenges, such as data privacy concerns, the need for specialized skills, and the complexity of managing large datasets. This review highlights the current state of research in this field and provides insights into the future directions for incorporating Big Data in financial auditing. The findings underscore the necessity for continuous professional development and the adaptation of regulatory frameworks to fully harness the benefits of Big Data technology
References
Abdelrahim A, Al-Malkawi H-AN. The Influential Factors of Internal Audit Effectiveness: A Conceptual Model. International Journal of Financial Studies. 2022; 10(3):71. https://doi.org/10.3390/ijfs10030071
Abdelrahim, A., & Al-Malkawi, H.-A. N. (2022). The Influential Factors of Internal Audit Effectiveness: A Conceptual Model. International Journal of Financial Studies, 10(3), 71. https://doi.org/10.3390/ijfs10030071
Aldboush, H. H. H., & Ferdous, M. (2023). Building Trust in Fintech: An Analysis of Ethical and Privacy Considerations in the Intersection of Big Data, AI, and Customer Trust. International Journal of Financial Studies, 11(3), 90. https://doi.org/10.3390/ijfs11030090
Alghamdi, O. A., & Agag, G. (2023). Boosting Innovation Performance through Big Data Analytics Powered by Artificial Intelligence Use: An Empirical Exploration of the Role of Strategic Agility and Market Turbulence. Sustainability, 15(19), 14296. https://doi.org/10.3390/su151914296
Alojail, M., & Khan, S. B. (2023). Impact of Digital Transformation toward Sustainable Development. Sustainability, 15(20), 14697. https://doi.org/10.3390/su152014697
Asiri AM, Al-Somali SA, Maghrabi RO. The Integration of Sustainable Technology and Big Data Analytics in Saudi Arabian SMEs: A Path to Improved Business Performance. Sustainability. 2024; 16(8):3209. https://doi.org/10.3390/su16083209
Binsaeed RH, Grigorescu A, Yousaf Z, Radu F, Nassani AA, Tabirca AI. Harnessing Big Data Analytics to Accelerate Innovation: An Empirical Study on Sport-Based Entrepreneurs. Sustainability. 2023; 15(13):10090. https://doi.org/10.3390/su151310090
Chen, Y., Wu, Z., & Yan, H. (2022). A Full Population Auditing Method Based on Machine Learning. Sustainability, 14(24), 17008. https://doi.org/10.3390/su142417008
Chowdhury, P., & Shumon, R. (2020). Minimizing the Gap between Expectation and Ability: Strategies for SMEs to Implement Social Sustainability Practices. Sustainability, 12(16), 6408. https://doi.org/10.3390/su12166408
Diantaris, M. T. A., (2024, April 17). Big Data in Auditing: Improving Transparency and Accountability in Financial Reporting. The Jurnals. Retrieved from https://jurnals.net/big-data-in-auditing-improving-transparency-and-accountability-in-financial-reporting
Faccia, A., Pandey, V., & Banga, C. (2022). Is Permissioned Blockchain the Key to Support the External Audit Shift to Entirely Open Innovation Paradigm? Journal of Open Innovation: Technology, Market, and Complexity, 8(2), 85. https://doi.org/10.3390/joitmc8020085
Fedchenko E, Gusarova L, Timkin T, Gryzunova N, Bilczak M, Frumina S. Methodology for an Audit of Institutional Projects in the Energy Sector. Energies. 2023; 16(8):3535. https://doi.org/10.3390/en16083535
Ghorashi, S. R., Zia, T., Bewong, M., & Jiang, Y. (2023). An Analytical Review of Industrial Privacy Frameworks and Regulations for Organisational Data Sharing. Applied Sciences, 13(23), 12727. https://doi.org/10.3390/app132312727
Gonçalves, M. J. A., & da Silva, A. C. F., & Ferreira, C. G. (2022). The Future of Accounting: How Will Digital Transformation Impact the Sector? Informatics, 9(1), 19. https://doi.org/10.3390/informatics9010019
Grima S, Baldacchino PJ, Grima S, Kizilkaya M, Tabone N, Ellul L. Designing a Characteristics Effectiveness Model for Internal Audit. Journal of Risk and Financial Management. 2023; 16(2):56. https://doi.org/10.3390/jrfm16020056
Homayoun S, Pazhohi M, Manzarzadeh Tamam H. The Effect of Innovation and Information Technology on Financial Resilience. Sustainability. 2024; 16(11):4493. https://doi.org/10.3390/su16114493
Kroon, N., Alves, M. d. C., & Martins, I. (2021). The Impacts of Emerging Technologies on Accountants’ Role and Skills: Connecting to Open Innovation—A Systematic Literature Review. Journal of Open Innovation: Technology, Market, and Complexity, 7(3), 163. https://doi.org/10.3390/joitmc7030163
Li Z, Wang N, Chang J, Zhang Q. The Formation of an Ice-Contact Proglacial Lake and Its Impact on Glacier Change: A Case Study of the Tanymas Lake and Fedchenko Glacier. Remote Sensing. 2023; 15(11):2745. https://doi.org/10.3390/rs15112745
Li, J., Maiti, A., & Fei, J. (2023). Features and Scope of Regulatory Technologies: Challenges and Opportunities with Industrial Internet of Things. Future Internet, 15(8), 256. https://doi.org/10.3390/fi15080256
Malik AW, Bhatti DS, Park T-J, Ishtiaq HU, Ryou J-C, Kim K-I. Cloud Digital Forensics: Beyond Tools, Techniques, and Challenges. Sensors. 2024; 24(2):433. https://doi.org/10.3390/s24020433
Noordin, N. A., Hussainey, K., & Hayek, A. F. (2022). The Use of Artificial Intelligence and Audit Quality: An Analysis from the Perspectives of External Auditors in the UAE. Journal of Risk and Financial Management, 15(8), 339. https://doi.org/10.3390/jrfm15080339
Oncioiu, I., Bunget, O. C., Türke?, M. C., C?pu?neanu, S., Topor, D. I., Tama?, A. S., Rako?, I.-S., & Hint, M. ?. (2019). The Impact of Big Data Analytics on Company Performance in Supply Chain Management. Sustainability, 11(18), 4864. https://doi.org/10.3390/su11184864
Peng, Y., Ahmad, S. F., Ahmad, A. Y. A. B., Al Shaikh, M. S., Daoud, M. K., & Alhamdi, F. M. H. (2023). Riding the Waves of Artificial Intelligence in Advancing Accounting and Its Implications for Sustainable Development Goals. Sustainability, 15(19), 14165. https://doi.org/10.3390/su151914165
Ragazou K, Passas I, Garefalakis A, Galariotis E, Zopounidis C. Big Data Analytics Applications in Information Management Driving Operational Efficiencies and Decision-Making: Mapping the Field of Knowledge with Bibliometric Analysis Using R. Big Data and Cognitive Computing. 2023; 7(1):13. https://doi.org/10.3390/bdcc7010013
Ragazou V, Karasavvidis I. Effects of Signaling and Practice Types in Video-Based Software Training. Education Sciences. 2023; 13(6):602. https://doi.org/10.3390/educsci13060602
Sanoran, K., & Ruangprapun, J. (2023). Initial Implementation of Data Analytics and Audit Process Management. Sustainability, 15(3), 1766. https://doi.org/10.3390/su15031766
Sheela S, Alsmady AA, Tanaraj K, Izani I. Navigating the Future: Blockchain’s Impact on Accounting and Auditing Practices. Sustainability. 2023; 15(24):16887. https://doi.org/10.3390/su152416887
Sun, H., Rabbani, M. R., Sial, M. S., Yu, S., Filipe, J. A., & Cherian, J. (2020). Identifying Big Data’s Opportunities, Challenges, and Implications in Finance. Mathematics, 8(10), 1738. https://doi.org/10.3390/math8101738
Tiron-Tudor, A., & Deliu, D. (2021). Big Data’s Disruptive Effect on Job Profiles: Management Accountants’ Case Study. Journal of Risk and Financial Management, 14(8), 376. https://doi.org/10.3390/jrfm14080376
Villegas-Ch, W., & García-Ortiz, J. (2023). Toward a Comprehensive Framework for Ensuring Security and Privacy in Artificial Intelligence. Electronics, 12(18), 3786. https://doi.org/10.3390/electronics12183786
Wei, Y.-M., & Lin, H.-M. (2024). Scrutinizing Business Development Research: Dynamic Retrospective Analysis and Conceptual Evolution. Administrative Sciences, 14(4), 81. https://doi.org/10.3390/admsci14040081
Yazdi, M., Zarei, E., Adumene, S., & Beheshti, A. (2024). Navigating the Power of Artificial Intelligence in Risk Management: A Comparative Analysis. Safety, 10(2), 42. https://doi.org/10.3390/safety10020042
Yuan B, Li J. The Policy Effect of the General Data Protection Regulation (GDPR) on the Digital Public Health Sector in the European Union: An Empirical Investigation. International Journal of Environmental Research and Public Health. 2019; 16(6):1070. https://doi.org/10.3390/ijerph16061070
Zarefar A, Agustia D, Soewarno N. Bridging the Gap between Sustainability Disclosure and Firm Performance in Indonesian Firms: The Moderating Effect of the Family Firm. Sustainability. 2022; 14(19):12022. https://doi.org/10.3390/su141912022
Zhang Z, Shang Y, Cheng L, Hu A. Big Data Capability and Sustainable Competitive Advantage: The Mediating Role of Ambidextrous Innovation Strategy. Sustainability. 2022; 14(14):8249. https://doi.org/10.3390/su14148249
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