Subject. This article focuses on analytical methods of information accounting transformation under the influence of Big Data technologies. Objectives. The article aims to investigate the impact of Big Data technologies on accounting and justify the application of new methodological and practical approaches to the analytical processing of information accounting. Methods. For the study, I used the methods of comparative analysis, content analysis of scientific publications, systemic approach, and empirical generalization. Results. The article reveals that the use of Big Data technologies in accounting facilitates the shift from retrospective reporting to proactive forecasting and expands the accountant's role to that of an analyst and consultant. Conclusions. Big data processing technologies are one of the key factors in the digital transformation of accounting. Their application requires a revision of professional standards and the development of new competencies among specialists.
Keywords: accounting, Big Data, analytical processing, digital transformation, accounting information
References:
Xin J., Du K., Xia Yu. The impact of enterprise digital transformation on audit fees – An intermediary role based on information asymmetry. Sustainability, 2024, vol. 16, iss. 22. DOI: 10.3390/su16229970
Medvedskaya T.K., Raenko A.V. [Digitalization in accounting: Stages and prospects]. Nauka i mir, 2023, no. 4, pp. 156–160. (In Russ.) DOI: 10.26526/2307-9401-2023-4-156-160 EDN: MOKAUL
Theodorakopoulos L., Thanasas G., Halkiopoulos C. Implications of Big Data in accounting: Challenges and opportunities. Emerging Science Journal, 2024, vol. 8, iss. 3. DOI: 10.28991/ESJ-2024-08-03-024
Kazakova N.A., Mel'nik M.V., Dudorova E.V. [Prospects for implementing Big Data analytics into the auditing profession]. Auditor, 2021, vol. 7, iss. 3, pp. 40–47. (In Russ.) DOI: 10.12737/1998-0701-2021-7-3-40-47 EDN: EWBIWK
Varma A., Piedepalumbo P., Mancini D. Big Data and accounting: A bibliometric study. The International Journal of Digital Accounting Research, 2021, no. 21, pp. 203–238. DOI: 10.4192/1577-8517-v21_8
Atanasovski A., Tocev T. Research trends in disruptive technologies for accounting of the future – A bibliometric analysis. Journal of Accounting and Management Information Systems, 2022, vol. 21, iss. 2, pp. 270–288. DOI: 10.24818/jamis.2022.02006
Cheng X., Liu Sh., Sun X. et al. Combating emerging financial risks in the Big Data era: A perspective review. Fundamental Research, 2021, vol. 1, iss. 12. DOI: 10.1016/j.fmre.2021.08.017
Chen A. Research on application of Big Data on financial decision-making. Journal of Education, Humanities and Social Sciences, 2024, no. 35, pp. 814–819. DOI: 10.54097/tp0spa68
Abdelhalim A.M., Hassan M. Exploring the impact of Big Data analytics and risk management convergence on sustainability performance development: An accounting perspective. Discover Sustainability, 2025, vol. 6, iss. 1. DOI: 10.1007/s43621-025-00866-x
Kamilova R.Sh., Murtilova K.M. [Digitalization of accounting as part of the digital economy]. Upravlencheskii uchet, 2023, no. 12-2, pp. 449–457. (In Russ.) DOI: 10.25806/uu12-22023449-457 EDN: UPSRAL
Isa H., Subramanian U. The impact of Big Data in auditing. Procedia Computer Science, 2024, no. 238, pp. 841–848. DOI: 10.1016/j.procs.2024.06.101
Mardonova S.U. [Accounting and auditing in the context of digitalization]. Ekonomika i sotsium, 2025, no. 2-1, pp. 1069–1077. (In Russ.) EDN: VALALF
Earley C.E. Data analytics in auditing: Opportunities and challenges. Business Horizons, 2015, vol. 58, iss. 5. DOI: 10.1016/j.bushor.2015.05.002
Medyukha E.V., Kovaleva E.A. [The use of artyificial intelligence in accounting and auditing: New opportunities]. Nauka i mir, 2023, no. 4, pp. 96–100. (In Russ.) DOI: 10.26526/2307-9401-2023-4-96-100 EDN: JWICCZ
Samarina E.A. [Digital transformation of accounting]. Vektor ekonomiki, 2023, no. 12. (In Russ.) DOI: 10.51691/2500-3666_2023_12_8
Bolonin A.I., Aliev M.M., Ismailov K.M. [Big Data technology in financial markets: Practical aspects]. Ekonomicheskaya bezopasnost', 2024, vol. 7, iss. 5, pp. 1093–1114. (In Russ.) DOI: 10.18334/ecsec.7.5.121032 EDN: NGOBCJ
Wardatun N., Nawawi M., Tri W. et al. The role of accounting information systems in improving management strategic decision. Management Science Research Journal, 2024, vol. 3, iss. 3. DOI: 10.56548/msr.v3i3.116
Aghakishi A. Big Data in Management Accounting. 2023.
Nissim D. Big Data, accounting information, and valuation. Journal of Finance and Data Science, 2022, no. 8, pp. 69–85. DOI: 10.1016/j.jfds.2022.04.003
Shaikova A.A., Pusnaya O.P. [Artificial intelligence in accounting]. Alleya nauki, 2024, no 4. (In Russ.) EDN: ATBXSL
