The Digital and Green Frontier: A Multi-Dimensional Analysis of Artificial Intelligence, Sustainability Reporting, And Management Accounting Evolution in Contemporary Global Enterprises
Keywords:
Artificial Intelligence, Sustainability Reporting, Management Accounting, Family Business GovernanceAbstract
The contemporary corporate landscape is undergoing a dual transformation driven by the rapid integration of advanced computational technologies and an escalating imperative for environmental and social accountability. This research article provides a comprehensive investigation into the intersection of Artificial Intelligence (AI), sustainability accounting, and the structural evolution of management control systems. By synthesizing literature on AI techniques in financial markets, the shift from traditional to green financing, and the unique governance dynamics of family-owned firms, the study elucidates how modern enterprises navigate systemic complexity. The investigation explores the integration of sustainability reporting into Enterprise Risk Management (ERM) and evaluates its impact on longitudinal business performance. Furthermore, the research examines the evolution of management accounting tools in response to national business dynamics, particularly within the context of small and medium-sized enterprises (SMEs). Through an extensive theoretical elaboration on big data opportunities and business intelligence effectiveness, the article argues that the transition toward a green financing system is contingent upon the institutional legitimacy of non-financial reporting. The findings suggest that while AI and convolutional neural networks enhance performance appraisal and predictive accuracy, the "human-centric" governance models found in family firms provide a distinct paradox regarding social responsibility and innovative culture. Ultimately, this article offers a publication-ready framework for understanding the future of strategic management accounting as a tool for both financial optimization and sustainable development.
References
1. Alawaqleh, Q. A. The effect of internal control on employee performance of small and medium-sized enterprises in Jordan: the role of accounting. J Asian Fin Econ Bus. 2021;8(3):855–63.
2. Changwony, F. K., & Kyiu, A. K. Business strategies and corruption in small-and medium-sized enterprises: The impact of business group affiliation, external auditing, and international standards certification. Bus Strateg Environ. 2024;33(1):95–121.
3. Cockcroft, S., & Russell, M. Big data opportunities for accounting and finance practice and research. Aust Account Rev. 2018;28(3):323–33.
4. Craig, J., & Moores, K. Balanced scorecards to drive the strategic planning of family firms family business review. XVIII (2) (2005).
5. Cruz, C., Larraza-Kintana, M., Garcés-Galdeano, L., & Berrone, P. Are family firms really more socially responsible? Enterpren. Theor. Pract. 2014;38 (6):1295-1316.
6. De Massis, A., Kotlar, J., Chua, J. H., & Chrisman, J. J. Ability and willingness as sufficiency conditions for family-oriented particularistic behavior: implications for theory and empirical studies. J. Small Bus. Manag. 2014;52 (2):344-364.
7. Duller, C. Differences in management accounting between family enterprises and non-family enterprises: a statistical approach. Int. J. Econ. Sci. Appl. Res. 2010;3 (1):89-96.
8. Duller, C., Feldbauer-Durstmüller, B., & Mitter, C. Corporate governance and management accounting in family firms: does generation matter? International Journal of Business Research. 2011;11 (1):29-46.
9. Duréndez, A., Madrid-Guijarro, A., & Garcia-Perez-de-Lema, D. Innovative culture, management control systems and performance in small and medium-sized Spanish family firms. Innovar: Revista de Ciencias Administrativas y Sociales. 2011;21 (40):137-154.
10. Dyer, W. G., & Whetten, D. A. Family firms and social responsibility: preliminary evidence from the SandP 500. Enterpren. Theor. Pract. 2006;30 (6):785-802.
11. Efferin, S., & Hartono, M. S. Management control and leadership styles in family business. J. Account. Organ. Change. 2015;11 (1):130-159.
12. Epstein, M. J., & Birchard, B. Measuring what Counts. Perseus Books, Reading (1999).
13. European Commission. Final Report of Expert Group – Overview of Family-Business-Related Issues: Research, Networks, Policy Measures and Existing Studies (2009).
14. Feldbauer-Durstmüller, B., Duller, C., & Greiling, D. Strategic management accounting in Austrian family firms. International Journal of Business Research. 2012;12 (1):26-42.
15. Ferenhof, H. A., Vignochi, L., Selig, P. M., Lezana, A. G. R., & Campos, L. M. Environmental management systems in small and medium-sized enterprises: an analysis and systematic review. J. Clean. Prod. 2014;74:44-53.
16. Gui, X. Performance appraisal of business administration based on artificial intelligence and convolutional neural network. J Intell Fuzzy Syst. 2020;39(2):1817–29.
17. Anjali Kale. (2025). Environmental Accounting: A Strategic Tool for Sustainable Development. European Economic Letters (EEL), 15(4), 2269–2276. https://doi.org/10.52783/eel.v15i4.4050
18. Milana, C., & Ashta, A. Artificial intelligence techniques in finance and financial markets: a survey of the literature. Strateg Chang. 2021;30(3):189–209.
19. Ng, A. W. From sustainability accounting to a green financing system: institutional legitimacy and market heterogeneity in a global financial centre. J Clean Prod. 2018;195:585–92.
20. Odonkor, B., Kaggwa, S., Uwaoma, P. U., Hassan, A. O., & Farayola, O. A. A review of US management accounting evolution: Investigating shifts in tools and methodologies in light of national business dynamics. Int J Appl Res Soc Sci. 2024;6(1):51–72.
21. Raut, R. D., Mangla, S. K., Narwane, V. S., Gardas, B. B., Priyadarshinee, P., & Narkhede, B. E. Linking big data analytics and operational sustainability practices for sustainable business management. J Clean Prod. 2019;224:10–24.
22. Richards, G., Yeoh, W., Chong, A. Y. L., & Popovič, A. Business intelligence effectiveness and corporate performance management: an empirical analysis. J Comput Inf Syst. 2019;59(2):188–96.
23. Shad, M. K., Lai, F. W., Fatt, C. L., Klemeš, J. J., & Bokhari, A. Integrating sustainability reporting into enterprise risk management and its relationship with business performance: a conceptual framework. J Clean Prod. 2019;208:415–25.
24. Stolowy, H., & Paugam, L. The expansion of non-financial reporting: an exploratory study. Account Bus Res. 2018;48(5):525–48.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Wallace Cook (Author)

This work is licensed under a Creative Commons Attribution 4.0 International License.