Data Accounting: Data as a New Corporate Asset in the Perspective of Modern Accounting
DOI:
https://doi.org/10.62872/ztb93g71Keywords:
accounting information systems, big data, corporate asset, data accounting, data accountingAbstract
The digital economy has elevated data to the status of a strategic corporate resource, yet conventional accounting frameworks lack systematic mechanisms for recognizing, measuring, and disclosing data as a formal asset on financial statements. This study investigates the extent to which Indonesian publicly listed companies recognize and disclose data assets, and examines the relationship between data asset accounting maturity and corporate financial performance. Using a mixed-methods design involving a survey of 312 financial reporting professionals from Indonesia Stock Exchange (IDX) Main Board companies and a qualitative documentary analysis of 60 annual reports, the study finds that only 38.5% of sampled firms formally recognize data as a balance sheet asset, despite 91.3% acknowledging data's strategic value. Data asset accounting maturity significantly predicts return on assets (β=0.487, p<0.001) and market-to-book ratio (β=0.531, p<0.001). Critical barriers include the absence of authoritative PSAK/IFRS standards for data asset recognition, valuation model ambiguity, and insufficient interdisciplinary accounting-technology competencies. The study proposes a Data Asset Accounting Framework (DAAF) integrating cost, income, and market valuation approaches with enhanced disclosure requirements.
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References
Abdelhalim, A. (2023). How management accounting practices integrate with big data analytics and its impact on corporate sustainability. Journal of Financial Reporting and Accounting. https://doi.org/10.1108/jfra-01-2023-0053
Agostino, D., Saliterer, I., & Steccolini, I. (2021). Digitalization, accounting and accountability: A literature review and reflections on future research in public services. Financial Accountability & Management. https://doi.org/10.1111/faam.12301
Agustí, M. A., & Orta-Pérez, M. (2022). Big data and artificial intelligence in the fields of accounting and auditing: A bibliometric analysis. Spanish Journal of Finance and Accounting / Revista Española de Financiación y Contabilidad, 52, 412–438. https://doi.org/10.1080/02102412.2022.2099675
Birch, K., Cochrane, D., & Ward, C. (2021). Data as asset? The measurement, governance, and valuation of digital personal data by Big Tech. Big Data & Society, 8. https://doi.org/10.1177/20539517211017308
Cao, S., Jiang, W., Lei, L., & Zhou, Q. (2024). Applied AI for finance and accounting: Alternative data and opportunities. Pacific-Basin Finance Journal. https://doi.org/10.1016/j.pacfin.2024.102307
Fleckenstein, M., Obaidi, A., & Tryfona, N. (2023). A review of data valuation approaches and building and scoring a data valuation model. Issue 5.1, Winter 2023. https://doi.org/10.1162/99608f92.c18db966
Han, H., Shiwakoti, R. K., Jarvis, R., Mordi, C., & Botchie, D. (2023). Accounting and auditing with blockchain technology and artificial intelligence: A literature review. International Journal of Accounting Information Systems, 48, 100598. https://doi.org/10.1016/j.accinf.2022.100598
Hu, C., Li, Y., & Zheng, X. (2022). Data assets, information uses, and operational efficiency. Applied Economics, 54, 6887–6900. https://doi.org/10.1080/00036846.2022.2084021
Ibrahim, A., Elamer, A. A., & Ezat, A. (2021). The convergence of big data and accounting: Innovative research opportunities. Technological Forecasting and Social Change. https://doi.org/10.1016/j.techfore.2021.121171
Nicolo, G., Santis, S., Incollingo, A., & Polcini, P. T. (2023). Value relevance research in accounting and reporting domains: A bibliometric analysis. Accounting in Europe, 21, 176–211. https://doi.org/10.1080/17449480.2023.2292654
Peng, Y., Ahmad, S. F., Ahmad, A. Y. B., Shaikh, M. A. S., Daoud, M., & Alhamdi, F. (2023). Riding the waves of artificial intelligence in advancing accounting and its implications for sustainable development goals. Sustainability. https://doi.org/10.3390/su151914165
Ren, S. (2022). Optimization of enterprise financial management and decision-making systems based on big data. Journal of Mathematics, 2022. https://doi.org/10.1155/2022/1708506
Schiavi, G., Behr, A., & Marcolin, C. (2024). Institutional theory in accounting information systems research: Shedding light on digital transformation and institutional change. International Journal of Accounting Information Systems, 52, 100662. https://doi.org/10.1016/j.accinf.2023.100662
Veldkamp, L. (2023). Valuing data as an asset. Review of Finance. https://doi.org/10.1093/rof/rfac073
Yoshikuni, A. C., Dwivedi, R., Dultra-De-Lima, R. G., Parisi, C., & Oyadomari, J. C. T. (2023). Role of emerging technologies in accounting information systems for achieving strategic flexibility through decision-making performance: An exploratory study based on North American and South American firms. Global Journal of Flexible Systems Management, 1–20. https://doi.org/10.1007/s40171-022-00334-9
Zhang, C., Zhu, W.-D., Dai, J., Wu, Y., & Chen, X. (2023). Ethical impact of artificial intelligence in managerial accounting. International Journal of Accounting Information Systems, 49, 100619. https://doi.org/10.1016/j.accinf.2023.100619
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