Data Analytics in Management Accounting

A Tool For Strategic Decision-Making in Competitive Markets

Authors

  • Ari Wibowo Kementerian Keuangan Republik Indonesia, Jakarta

Keywords:

management accounting, data analytics, strategic decision-making, operational efficiency, competitive advantage

Abstract

The advancement of information technology, particularly in data analytics, has significantly impacted management accounting practices and strategic decision-making. This study aims to analyze the role of data analytics in management accounting and its impact on strategic decision-making in competitive markets. This study proposes a new framework that integrates data analytics into management accounting, focusing on its application in improving decision-making accuracy, competitive advantage, and operational efficiency. The methodology employed is a literature-based review, examining relevant journal articles, books, and industry reports. Secondary data is used to assess the impact of data analytics in management accounting and strategic decision-making. The findings reveal that the implementation of data analytics in management accounting improves budgeting and forecasting accuracy, provides a competitive advantage through faster market responses, and enhances operational efficiency by reducing costs and streamlining processes. The analysis indicates that while there are challenges such as technological barriers, organizational resistance, and ethical issues, the opportunities presented by data analytics in management accounting are significant. Proper implementation can support more accurate and efficient strategic decision-making, improving a company’s competitive positioning. Future research could focus on exploring the application of emerging technologies like artificial intelligence (AI) and machine learning in management accounting. Additionally, further investigation into the impact of data privacy regulations and ethical challenges is needed.

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References

Ahmed Mohamed Ghandour, D. (2021). Analytical review of the current and future directions of management accounting and control systems. European Journal of Accounting, Auditing and Finance Research, 9(3), 42–73.

Alcazar, R., (2020). Management accounting systems for small business’s competitive advantage. Walden University.

Baines, A., Langfield-Smith, K., (2003). Antecedents to management accounting change: A structural equation approach. Accounting, Organizations and Society, 28(7–8), 675–698.

Bao, Z., Hashim, K.F., Almagrabi, A. O., & binti Hashim, H. (2023). Business intelligence impact on management accounting development given the role of mediation decision type and environment. Information Processing & Management, 60(4), 103380.

Bose, S., Dey, S.K., Bhattacharjee, S., (2023). Big data, data analytics and artificial intelligence in accounting: An overview. In Handbook of Big Data Research Methods (pp. 32–51).

Ditkaew, K., (2023). Strategic management accounting on competitive advantage. International Journal of Asian Business and Information Management (IJABIM, 14(1), 1–17.

Geddes, B.H., (2020). Emerging technologies in management accounting. Journal of Economics and Business, 3(1).

Gholami, A., Khanmohamadi, M.H., Vakilifard, H., Ranjbar, M. (2024). Presenting the management accounting model in the digital era with a data-oriented approach in Vensim system. International Journal of Knowledge Processing Studies, 4(4), 89–103.

Hannimitkulchai, K. (2021). The causal relationship of strategic management accounting practices, intellectual capital development and firm success. University of the Thai Chamber of Commerce Journal Humanities and Social Sciences, 41(2), 148–169.

Hilton, R.W., Platt, D.E. (2020). Managerial accounting: Creating value in a dynamic business environment. McGraw-Hill.

Jiang, H. (2023). Functional expansion and developmental scenarios of management accounting based on data analytics modelling. Applied Mathematics and Nonlinear Sciences.

Jones, V.A. (2024). Business intelligence solutions for enhanced accounting decision- making in digital transformation. Engineering Science Letter, 3(01), 11–15.

Katebi, P., Ehdaie, S., Jalilian, H. (2022). Analysis of the effect of competitive intelligence on strategic decision making in small and medium-sized food enterprises. International Journal of Management, Accounting & Economics, 9(6).

Kuprina, N. (2017). Strategic management accounting as a tool to promote competitiveness and efficiency of the activity of the enterprise. Економіка харчової промисловості, (9, Вип. 3), 45–51.

Mahlendorf, M.D., Martin, M.A., Smith, D. (2023). Innovative data–use-cases in management accounting research and practice. European Accounting Review, 32(3), 547–576.

Munir, S., Rasid, S.Z.A., Aamir, M., Jamil, F. (2021). Organizational innovation performance through big data analytics with moderating role of management accountant. Journal of Advanced Research in Business and Management Studies, 24(1), 34–48.

Nik-Abdullah, N.H., Krishnan, S., Mohd-Zakaria, A.A., Morris, G., (2022). Strategic management accounting practices in business: A systematic review of the literature and future research directions. Cogent Business & Management, 9(1), 2093488.

Novita, N., Hafidz, M. (2023). Accounting network disclosures, market competition, and the implementation of strategic management accounting technique. SIMAK, 21(02), 222–238.

Nyamwanza, L., Mvundla, N., Madzivire, E. (2020). Impact of management accounting on decision making: A Zimbabwean perspective. Journal of Accounting, Business and Finance Research, 9(1), 37–49.

Olorunyomi, T.D., Sanyaolu, T.O., Adeleke, A.G., Okeke, I. C. (2024). Analyzing financial analysts' role in business optimization and advanced data analytics. International Journal of Frontiers in Science and Technology Research, 7(2), 29– 38.

Pedroso, E., Gomes, C.F., Yasin, M.M. (2020). Management accounting systems: An organizational competitive performance perspective. Benchmarking: An International Journal, 27(6), 1843–1874.

Pilipczuk, O. (2020). Toward cognitive management accounting. Sustainability, 12(12), 5108.

Richins, G., Stapleton, A., Stratopoulos, T.C., Wong, C. (2017). Big data analytics: Opportunity or threat for the accounting profession? Journal of Information Systems, 31(3), 63–79.

Rikhardsson, P., Yigitbasioglu, O., (2018). Business intelligence & analytics in management accounting research: Status and future focus. International Journal of Accounting Information Systems, 29, 37–58.

Rosmala, C., (2024). Digital transformation in management accounting: Towards efficiency and competitive advantage. Journal of Financial and Behavioural Accounting, 4(1), 1–8.

Şen, E., Körük, E., Serper, N., Çalış-Uslu, B. (2019). Big data analytics and simulation for better strategic management. Journal of Current Research on Engineering, Science and Technology, 5(2), 1–12.

Shil, N.C., Hoque, M., Akter, M. (2021). Factors influencing the choice of sophisticated management accounting practices: Exploratory evidence from an emerging market. EMAJ: Emerging Markets Journal, 11(1), 1–12.

Sulisnaningrum, E., (2022). Exploring the dynamics of managerial accounting practices: A literature review. Atestasi: Jurnal Ilmiah Akuntansi, 5(2), 773–788.

Thirathon, U., Wieder, B., Matolcsy, Z., & Ossimitz, M.L., (2017, November). Impact of big data analytics on decision making and performance. In International Conference on Enterprise Systems, Accounting and Logistics.

Tran, N.H. (2023). Factors impacting strategic management accounting adoption: Empirical evidence from an emerging market. International Journal of Innovative Research and Scientific Studies, 6(3), 710–717.

Ulman, M., Musteen, M., & Kanska, E. (2021). Big data and decision‐making in international business. Thunderbird International Business Review, 63(5), 597– 606.

Uyar, M. (2021). The role of business analytics in transforming management accounting information into cost performance. Ege Academic Review, 21(4), 373–389.

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Published

2024-06-30

How to Cite

Ari Wibowo. (2024). Data Analytics in Management Accounting: A Tool For Strategic Decision-Making in Competitive Markets. Proceeding of the International Conference on Economics, Accounting, and Taxation, 1(1), 66–96. Retrieved from https://prosiding.areai.or.id/index.php/ICEAT/article/view/54