DATABASES AS EMERGING ASSETS: CONCEPTUAL PRINCIPLES AND CHALLENGES OF REFLECTION IN ACCOUNTING AND REPORTING

Authors

  • Ruslan Brukhanskyi dr.sc.(econ.), professor, head at the department of business analytics and innovation engineering, West Ukrainian National University, Ternopil
  • Iryna Spilnyk Ph.D., assoc. prof., associate professor at the department of business analytics and innovation engineering, West Ukrainian National University, Ternopil
  • Pavlo Spilnyk PhD student (Doctor of Philosophy) in the specialty “Accounting and Taxation”, West Ukrainian National University, Ternopil

DOI:

https://doi.org/10.37332/

Keywords:

accounting, reporting, databases, data assets, recognition, evaluation, accounting and reporting standards

Abstract

Brukhanskyi R.F., Spilnyk I.V., Spilnyk P.M.  DATABASES AS EMERGING ASSETS: CONCEPTUAL PRINCIPLES AND CHALLENGES OF REFLECTION IN ACCOUNTING AND REPORTING

Purpose. The aim of the article is to study the conceptual principles, analyse the problematic aspects and challenges of recognizing, assessing and reflecting of databases as emerging assets of the digital economy in the accounting and reporting system.  

Methodology of research. The work uses a set of general scientific cognition methods (observation – to assess the role of databases in the modern economy; comparison – to identify the differences between databases and other intangible assets; generalization and systematization – to identify the essential characteristics of databases as accounting objects; formulation of conclusions from the conducted research; logical and cause-and-effect analysis to identify problematic aspects of accounting recognition and disclosure of information in reporting, as well as a critical review of current regulatory legal acts, the practice of their application and scientific publications related to the problem) based on a deductive approach. In general, the study is of a theoretical and analytical nature and was carried out using desk methods, which allowed us to make certain generalizations and substantiate proposals for improving standardization, developing the theory and improving the practice of accounting and reporting.

Findings. The role of databases in the realities of the modern economy was analysed in order to achieve the specified goal; the advantages and main essential characteristics associated with them were systematized; based on the results of comparison with other intangible assets, their fundamental differences were revealed. In the course of studying and critically examining the norms regulating the accounting of documents, the current practice of displaying databases in the accounting and reporting system, as well as publications of scientists and practitioners related to the problem, based on logical and cause-and-effect analysis, a number of problematic aspects were identified for recognizing databases as independent accounting objects, which lead to further challenges in the possible application of accounting procedures to them. Based on the sources studied, the possibilities of applying different approaches to assessing the value of data assets were analysed and a comparative assessment of scenarios for choosing its methods was carried out, taking into account the economic context (the reason for its implementation). The logical conclusion of the consideration about the imperfection of traditional accounting approaches to atypical new objects was summarized in the article. The possible options for its elimination were proposed and prospects for further scientific exploration were identified.

Originality. The work is a new contribution to the conceptual substantiation of databases as an independent type of new intangible assets that have specific features compared to traditional accounting objects. For the first time, the essential characteristics of databases as an economic resource were systematized, their key differences from other intangible assets were determined, and problematic aspects of their recognition and reflection in financial reporting were identified. Based on a critical analysis of accounting regulatory documents and related publications, the methodology for accounting for databases was improved, in particular by differentiating methods for their assessment according to the purposes of use and economic context. The problematic aspects identified during the study and possible further challenges for the relevant reflection of new digital assets have led to a proposal for the need to develop separate special or radical revision of the current accounting and reporting regulatory documents.

Practical value. The considered provisions and proposals can be taken into consideration when improving (developing) regulatory documents governing accounting in order to eliminate gaps and ambiguities in the application of accounting standards for the recognition, evaluation and application of accounting procedures for databases, and, consequently, to improve the accounting methodology and improve the information value of financial and other reporting. At the same time, the study contributes to the theoretical substantiation of the development of data asset policy in the practice of corporate governance.

Key words: accounting, reporting, databases, data assets, recognition, evaluation, accounting and reporting standards.

 

References

1. Smith, M. (2023), “With the right strategy and governance, your company’s data can become a valuable asset”, TEKSystems, available at: https://www.teksystems.com/en/insights/article/data-as-an-asset (access date August 10, 2025).

2. Ellencweig, B., Cruz, G, and Kamalnath, V. with Frade, M. (2025), “Intelligence at scale: Data monetization in the age of gen AI”, McKinsey Bussines Building, available at: https://www.mckinsey.com/capabilities/business-building/our-insights/intelligence-at-scale-data-monetization-in-the-age-of-gen-ai# (access date August 10, 2025).

3. Gao, X., Liu, J. and Lu, H. (2025), “Accounting for data assets”, DOI: https://doi.org/10.2139/ssrn.5164215.

4. Davenport, T.H. and Harris J. G. (2007), Competing on analytics: The new science of winning, Harvard Business School Press, USA, 240 p.

5. Brynjolfsson, E. and McAfee, A. (2014), The second machine age: Work, progress, and prosperity in a time of brilliant technologies. New York: W. W. Norton & Company, USA, 320 p.

6. Daum, J. H. (2002), Intangible assets and value creation. John Wiley & Sons, UK, 448 p.

7. Lev, B. and Daum, J. H. (2004), “The dominance of intangible assets: Consequences for enterprise management and corporate reporting” Measuring Business Excellence. Vol. 8, № 1, pp. 6–17, DOI: 10.1108/13683040410524694.

8. IFRS Foundation (2018), Conceptual Framework for Financial Reporting. IFRS Foundation. 86 p.

9. IFRS Foundation (2018), IAS 38: Intangible Assets. IFRS Foundation. 36 p.

10. Financial Accounting Standards Board (FASB). (2023) Accounting Standards Codification (ASC) 350: Intangibles – Goodwill and other. FASB. 42 p.

11. Ministry of Finance of Ukraine (1999), Regulation (standard) of accounting 8 “Intangible assets” dated 18.10.99 number 242, available at: https://zakon.rada.gov.ua/laws/show/z0750-99#Text (access date May, 27 2025).

12. IFRS Foundation. (2011), IFRS 13: Fair Value Measurement. IFRS Foundation. 48 p.

13. Lev, B. (2004), “Sharpening the intangibles edge”, Harvard Business Review, pp. 109–116, available at: https://hbr.org/2004/06/sharpening-the-intangibles-edge (access date May, 27 2025).

14. Lev, B. (2005), “Intangible assets: Concepts and measurements”. Encyclopedia of Social Measurement. Elsevier Inc., Vol. 2, pp. 299–305.

15. Damodaran, A. (2018), The dark side of valuation: Valuing young, distressed, and complex businesses. 3rd ed. Pearson FT Press, USA, 800 p.

16. Reilly, R. and Schweihs, R. (2014), Guide to intangible asset valuation. Wiley, UK, 747 p.

17. Hussinki, H., King, T., Dumay, J. and Steinhöfel, E. (2025), “Accounting for intangibles: A critical review”, Journal of Accounting Literature, Vol. 47, Issue no. 5, pp. 27–51, DOI: https://doi.org/10.1108/JAL-05-2022-0060.

18. Barker, R., Lennard, A., Penman, S. and Teixeira, A. (2021), “Accounting for intangible assets: Suggested solutions”. Accounting and Business Research, DOI: https://doi.org/10.1080/00014788.2021.1938963.

19. Wixom, B.H. and Ross, J.W. (2017), “Accounting for data assets: Understanding the value of data”, MIT Sloan Management Review, Vol. 58, no. 3, pp. 18-25.

20. Corrado, C., Haskel, J., Iommi, M. and Jona-Lasinio C. (2022), “Measuring data as an asset: Framework, methods and preliminary estimates”, OECD Economics Department Working Papers, no. 1731, DOI: 10.1787/b840fb01-en.

21. Allemann, G. (2023), “Accounting for data as an asset: strategies for effective financial reporting and decision-making in the information age”. Master Data Management. September, 08, available at: https://blog.masterdata.co.za/2023/09/08/accounting-for-data-as-an-asset-strategies-for-effective-financial-reporting-and-decision-making-in-the-information-age (access date June 25, 2025).

22. Walsh, A.-M. (2019), “Data as an asset: Consequences for financial reporting”, Accounting Horizons, Vol. 33, Issue no. 2, pp. 85–102, DOI: https://doi.org/10.2308/acch-52237

23. Lubbe, G. T. and Steyn, G. H. (2020), “The valuation of information assets: a review and research agenda”, Journal of Business Research, Vol. 112, pp. 42–356, DOI: https://doi.org/10.1016/j.jbusres.2020.04.012.

24. Xiong, F., Xie, M., Zhao, L., Li, C. and Fan, X. (2022), “Recognition and evaluation of data as intangible assets”, SAGE Open, Vol. 12, Issue no. 2, DOI: https://doi.org/10.1177/21582440221094600.

25. El-Tawy, N. and Abdel-Kader, M. (2012), “Accounting recognition of information as an asset”, Journal of Information Science, Vol. 39, Issue no. 3, pp. 333–345, DOI: https://doi.org/10.1177/0165551512463648.

26. Li, Y. (2024), “Concepts, accounting treatment and pricing of data assets”, Journal of Economic Insights, Vol. 1, Issue no. 1, pp. 26–40, DOI: https://doi.org/10.70693/jei.v1i1.93.

27. Zhang, Q. (2023), “An introduction to accounting recognition and measurement of data assets”, Academic Journal of Business & Management, Vol. 5, Issue no. 15, pp. 136–140, DOI: https://doi.org/10.25236/AJBM.2023.051521.

28. EY. (2025), Financial reporting developments: A comprehensive guide. Intangibles – goodwill and other. August, 25, available at: https://www.ey.com/content/dam/ey-unified-site/ey-com/en-us/technical/accountinglink/documents/ey-frdbb1499-08-25-2025.pdf (access date August 26, 2025).

29. EFRAG (2021), “Better information on intangibles. Which is the best way to go?”, Recommendations and Feedback Statement, available at: https://surl.lu/dzotyx (access date July 14, 2025).

30. Nashkerska, H. V. (2023), “Information technology assets: identification, integration, and reflection in accounting”, Ekonomika Ukrainy, Issue no. 5, pp. 35–50.

31. Nashkerska, H. (2023), “Restrictions on recognizing information as an asset in accounting”, Acta Academiae Beregsasiensis. Economics, Issue no. 4, pp. 479–492, available at: https://dspace.kmf.uz.ua/jspui/handle/123456789/3574 (access date July 21, 2025).

32. Derun, I. and Mysaka, H. (2022), “Digital assets in accounting: The concept formation and the further development trajectory”, Economic Annals-XXI, Vol. 195, Issue no. 1–2, pp. 59–70, DOI: https://doi.org/10.21003/ea.V195-06.

33. Brukhanskyi, R. and Spilnyk, I. (2019), “Cryptographic objects in the accounting system”, Proceedings of the 9th International Conference IEEE Advances in Computing and Information Technology (ACIT’2019), pp. 384–387, DOI: https://doi.org/10.1109/ACIT.2019.8780073.

34. Spilnyk, I., Brukhanskyi, R., Struk, N., Kolesnikova, O. and Sokolenko, L. (2022), “Digital accounting: Innovative technologies cause a new paradigm”, Independent Journal of Management & Production, Vol. 13, Issue no. 3, pp. 215–224, DOI: https://doi.org/10.14807/ijmp.v13i3.1991.

35. Vodopyanova, O. (2012), “Intangible assets in enterprise accounting”, Debet-Kredyt, Issue no. 4, available at: https://online.dtkt.ua/2012/48/62891 (access date June 22, 2025).

36. Kanarova, N. (2018), “Database as the subject of a service agreement”, Debet-Kredyt, Issue no 41–42, available at: https://online.dtkt.ua/2018/41-42/60360 (access date June 24, 2025).

37. Kasatkin, S. (2013), “Intangible assets: definition and recognition”, Debet-Kredyt, Issue no 1, available at: https://online.dtkt.ua/2013/01/41389 (access date June 24, 2025).

38. Pantyukhova, A. (2024), “Accounting for database rights”, ProPodatki, available at: https://propodatki.com.ua/qa_post/buhgalterskyj-oblik-prava-na-vykorystannya-baz-danyh/ (access date June 25, 2025).

39. Kharlamova, O. (2024), “Accounting for intangible assets: important aspects and practical advice”, Ahentstvo z mizhnarodnykh standartiv finansovoyi zvitnosti, September, 19, available at: https://amsfo.com.ua/oblik-nematerialnykh-aktyviv/ (access date June 25, 2025).

40. Thompsett, L. (2024), “Swift Deploys AI to Combat Cross-Border Payment Fraud”, FinTech Magazine, October, 17, available at: https://fintechmagazine.com/articles/swift-deploys-ai-to-combat-cross-border-payment-fraud (access date July 23, 2025).

41. Kohn, M. S., Sun. J., Kwan, D., Hu, J. and LaBresh, K. A. (2014), “IBM’s Health Analytics and Clinical Decision Support”, Yearbook of Medical Informatics, Vol. 23, Issue no 1, pp. 154–162, DOI: 10.15265/IY-2014-0002.

42. Forbes Technology Council (2020), “How retailers can use data to drive business strategy”, Forbes, September, 03, available at: https://www.forbes.com/sites/forbestechcouncil/2020/09/03/how-retailers-can-use-data-to-drive-business-strategy (access date: July 23, 2025).

43. Liachovičius, E., Šabanovič, E. and Skrickij, V. (2023), “Freight rate and demand forecasting in road freight transportation using econometric and artificial intelligence methods”, Transport, Issue no. 38 (4). pp. 31–242.

44. McKinsey & Company. (n. d) SAP and McKinsey: Our collaboration. McKinsey & Company, available at: https://www.mckinsey.com/about-us/overview/alliances-and-acquisitions/sap-and-mckinsey (access date July, 22 2025).

45. International Organization for Standardization (2015), ISO/IEC 2382:2015. Information technology. Vocabulary. ISO, available at: https://www.iso.org/standard/63598.html (access date June 27, 2025).

46. IFRS Foundation. IASB Update – May 2025, available at: https://www.ifrs.org/news-and-events/updates/iasb/2025/iasb-update-may-2025 (access date June 27, 2025).

Downloads

Published

2025-09-30

Issue

Section

Статті

How to Cite

“DATABASES AS EMERGING ASSETS: CONCEPTUAL PRINCIPLES AND CHALLENGES OF REFLECTION IN ACCOUNTING AND REPORTING”. INNOVATIVE ECONOMY, no. 3, Sept. 2025, pp. 132-47, https://doi.org/10.37332/.