Big Data Analytics for Corporate Financial Decision-Making: Evidence from ASEAN Capital Markets
Abstract
The increasing availability and complexity of big data have revolutionized decision-making in various sectors, including corporate finance. In the context of ASEAN capital markets, companies are facing pressure to adopt data-driven strategies to enhance their financial decision-making processes. Big data analytics offers the potential to improve the accuracy of predictions, optimize investment strategies, and manage risks more effectively. This study aims to explore the impact of big data analytics on corporate financial decision-making in ASEAN capital markets, focusing on how organizations utilize data-driven insights to enhance decision-making efficiency and profitability. The research employs a mixed-methods approach, combining quantitative analysis of financial data from publicly listed companies in ASEAN with qualitative interviews from financial executives. The results indicate a positive relationship between big data analytics adoption and improved financial decision-making, particularly in areas of market forecasting, risk management, and asset allocation. Companies that have integrated big data analytics into their financial strategies report better performance in terms of profitability and shareholder value. The study concludes that big data analytics can significantly enhance corporate financial decision-making in ASEAN markets, offering a competitive edge in a rapidly evolving global economy.
Full text article
References
Acheampong, A., & Wang, Y. (2025). Carbon reduction initiatives, firm innovation and firm value. Economics Letters, 256. Scopus. https://doi.org/10.1016/j.econlet.2025.112613
Alhaddad, L., Gerged, A. M., Al-Gharaibeh, M., Saidat, Z., & Aziz, T. (2025). Enhancing corporate resilience: The impact of female board representation on financial distress in Jordanian companies. Corporate Governance (Bingley), 25(6), 1409–1423. Scopus. https://doi.org/10.1108/CG-01-2024-0023
Arslan, A., Yener, S., & Akturan, A. (2025). The Dark Side of ESG Ratings: Future Challenges for Corporate Strategies. Foresight and STI Governance, 19(3), 78–85. Scopus. https://doi.org/10.17323/fstig.2025.26712
Aytekin, A. (2025). Determining the ideal integrated performance measurement approach for eco-entrepreneurship in manufacturing sectors. Journal of Cleaner Production, 528. Scopus. https://doi.org/10.1016/j.jclepro.2025.146758
Custódio, C., Mendes, D., & Metzger, D. (2025). The Impact of the Financial Education of Executives on the Financial Practices of Medium and Large Enterprises. Journal of Finance, 80(5), 2875–2920. Scopus. https://doi.org/10.1111/jofi.13476
Duque, M. A. N., Núñez, E. O., Tamayo, E. M. P., Mialon, M., Crosbie, E., & de la Rosa, C. P. T. (2025). “Favoring those who contributed to their political campaigns”: An analysis of the incentives received by the food industry in Colombia in the period of 2018—2020. Globalization and Health, 21(1). Scopus. https://doi.org/10.1186/s12992-025-01123-6
Gangi, F., Varrone, N., Mustilli, M., Daniele, L. M., & Coscia, M. (2025). Board Gender Diversity and Capital Adequacy: The Role of Environmental Responsibility in the Banking Industry. Journal of International Financial Management and Accounting, 36(3), 537–561. Scopus. https://doi.org/10.1111/jifm.12235
Hajek, P., Sahut, J.-M., & Olej, V. (2025). Credit rating prediction using a fuzzy MCDM approach with criteria interactions and TOPSIS sorting. Annals of Operations Research, 353(1), 251–279. Scopus. https://doi.org/10.1007/s10479-024-06183-2
He, F., Duan, L., & Hao, J. (2025). The impact of managerial climate attention on corporate ESG performance—Evidence from China. Humanities and Social Sciences Communications, 12(1). Scopus. https://doi.org/10.1057/s41599-025-05439-x
He, P., & Zou, Y. (2025). Are senior management with academic experience more cautious? Empirical evidence from corporate risk-taking. Chinese Management Studies, 19(4), 1295–1320. Scopus. https://doi.org/10.1108/CMS-08-2023-0393
Hellmann, A., Sood, S., & Melis, A. (2025). Seeing is believing? Visual, emotional, and ethical dimensions of corporate financial impression management. Journal of Behavioral and Experimental Finance, 47. Scopus. https://doi.org/10.1016/j.jbef.2025.101066
Jin, Y., Feng, X., & Zeng, H. (2025). Does tax incentive improve corporate resilience?A quasi-natural experiment based on value-added tax retained rebate policy. International Economics, 183. Scopus. https://doi.org/10.1016/j.inteco.2025.100617
Katranc?, A., Kundakc?, N., & Pamucar, D. (2025). Financial performance evaluation of firms in BIST 100 index with ITARA and COBRA methods. Financial Innovation, 11(1). Scopus. https://doi.org/10.1186/s40854-024-00704-5
Khan, A. U. (2025). Political connection and firm’s financial performance; the role of corporate governance. Corporate Governance (Bingley), 25(6), 1443–1460. Scopus. https://doi.org/10.1108/CG-04-2024-0223
Ma, K., Jiang, S., & Wu, D. (2025). The intensity of media supervision and adjustments in corporate financialization strategies: The catalytic role of artificial intelligence technology. Finance Research Letters, 84. Scopus. https://doi.org/10.1016/j.frl.2025.107788
Mao, K., Lu, H., & Wang, S. J. (2025). The effect of incidental name similarity on favoritism in the Chinese financial market. Scientific Reports, 15(1). Scopus. https://doi.org/10.1038/s41598-025-97364-x
Nguyen, T. C., Nguyen, T. V. H., Schinckus, C., & Chu, T. T. (2025). Excess liquidity and risk: How economic policy uncertainty shapes corporate decisions post-crisis? Finance Research Letters, 83. Scopus. https://doi.org/10.1016/j.frl.2025.107739
Ou, D., Hou, S., & Zhou, F. (2025). ESG and overcapacity governance evidence from Chinese listed firms. Business Ethics, the Environment and Responsibility, 34(4), 1699–1712. Scopus. https://doi.org/10.1111/beer.12732
Paranita, E. S., Ramadian, A., Wijaya, E., Nursanti, T. D., & Judijanto, L. (2025). The Impact of ESG Factors on Investment Decisions: Exploring the Interplay between Sustainability Reporting, Corporate Governance, and Financial Performance. Journal of Ecohumanism, 4(1), 4522–4533. Scopus. https://doi.org/10.62754/joe.v4i1.6342
Qi, X. (2025). Confucian culture, financial geographic distance, and business management strategy. Finance Research Letters, 86. Scopus. https://doi.org/10.1016/j.frl.2025.108583
Schiehll, E., Martins, H. C., & Lewellyn, K. B. (2025). Symbolic or substantive? How shareholder heterogeneity shapes the purpose of the corporation. Long Range Planning, 58(6). Scopus. https://doi.org/10.1016/j.lrp.2025.102582
Shen, C., & Wu, J. (2025). Research on credit risk of listed companies: A hybrid model based on TCN and DilateFormer. Scientific Reports, 15(1). Scopus. https://doi.org/10.1038/s41598-025-86371-7
Shen, D., & He, G. (2025). Restricting insider trading through increasing managerial risk aversion – A behavioral mechanism. International Review of Financial Analysis, 106. Scopus. https://doi.org/10.1016/j.irfa.2025.104555
Toksoz, T., Demirkan, S., Demirkan, I., & Mishra, B. K. (2025). CEO overconfidence across the firm lifecycle: Effects on accounting outcomes and stock market reactions. Journal of Contemporary Accounting and Economics, 21(3). Scopus. https://doi.org/10.1016/j.jcae.2025.100511
Triki, O., & Abid, F. (2025). Corporate full-scale hedging and pricing of high-risk growth investment option. Review of Derivatives Research, 28(3). Scopus. https://doi.org/10.1007/s11147-025-09218-3
Wang, D., Hu, Y., & Li, Y. (2025). Cost uniqueness and financial statement comparability. Finance Research Letters, 85. Scopus. https://doi.org/10.1016/j.frl.2025.108099
Wang, T., Xie, Z., Du, C., & Cheng, Z. (2025). Financial technology empowerment, investor attention, and corporate investment efficiency. International Review of Financial Analysis, 107. Scopus. https://doi.org/10.1016/j.irfa.2025.104651
Wei, H. (2025). SMOTE algorithm optimization and application in corporate credit risk prediction with diversification strategy consideration. Scientific Reports, 15(1). Scopus. https://doi.org/10.1038/s41598-025-09173-x
Wu, D., Song, Z., & Jin, S. (2025). ESG performance and financial Stability: The moderating effect of CEO characteristics. Journal of Environmental Management, 393. Scopus. https://doi.org/10.1016/j.jenvman.2025.127049
Yang, X., & Zheng, Y. (2025). Does managerial climate attention matter? Evidence on corporate default risk from China. Sustainable Futures, 10. Scopus. https://doi.org/10.1016/j.sftr.2025.100965
Yu, J., Qiu, Q., & Qiao, Y. (2025). Managerial decision horizon and corporate greenwashing: Evidence from China. Business Ethics, the Environment and Responsibility, 34(4), 1662–1683. Scopus. https://doi.org/10.1111/beer.12734
Zhang, S., Hu, K., & Wang, X. (2025). Optimal carbon emission path under uncertainty: Physical risks and transition risks. Energy Economics, 151. Scopus. https://doi.org/10.1016/j.eneco.2025.108914
Zhao, X., Yu, Y., & Song, Z. (2025). The effect of CFO’s accounting firm experience on debt concentration. International Review of Economics and Finance, 104. Scopus. https://doi.org/10.1016/j.iref.2025.104637
Zhao, Y., Zhang, L., & Li, S. (2025). Green game among government, enterprises, and the public: A study on the dynamics of enterprise green transformation from the perspective of Tripartite evolution. Sustainable Futures, 10. Scopus. https://doi.org/10.1016/j.sftr.2025.100894
Zhou, J., & Feng, Y. (2025). Climate risk, environmental supervision, and corporate green innovation. International Review of Financial Analysis, 107. Scopus. https://doi.org/10.1016/j.irfa.2025.104581
Zhu, J., Zhao, M., Zhang, T., & Li, R. (2025). The role of ESG score in forecasting China corporate green bond issuance: Evidence from tree-based learning models. Sustainable Futures, 10. Scopus. https://doi.org/10.1016/j.sftr.2025.101324