Presenting the Management Accounting Model in the Digital Era with a Data-Oriented Approach in Vensim System

Document Type : Original Research Manuscripts

Authors

1 PhD Student, Department of Accounting, UAE Branch, Islamic Azad University, Dubai, United Arab Emirates.

2 Associate Professor, Department of Accounting, Damavand Branch, Islamic Azad University, Tehran, Iran.

3 Professor, Department of Accounting, Science and Research Branch, Islamic Azad University, Tehran, Iran.

4 Associate Professor, Department of Accounting and Finance, Bandar Abbas Branch, Islamic Azad University Bandar Abbas, Iran.

Abstract
The research aims to provide a management accounting model in the digital age with a data-oriented approach in Vensim system. It was applied research and qualitative with the approach of grounded theory. The methodological approach was followed by using different methods of data collection, such as the method of library study and review of sources and specialized texts, as well as semi-structured interviews. Based on targeted sampling, 20 managers and shareholders of the stock exchange and financial management experts were interviewed in 2023. The conducted interviews were coded in ATLAS.TI software. In order to confirm the results obtained based on three classifications, the data were evaluated and qualitatively analyzed.  Based on the system dynamics method, mathematical modeling of the codes obtained from the qualitative analysis has been done. The analysis is based on simulated data and improved model in Vensim software. The findings of the research were identified separately in five categories: causal, background, intervention, strategy and consequences. A model was identified in 6 categories, 16 core codes based on 109 coders. Causal conditions (advancement of science and technology, changes in business conditions and management conditions), strategies (education, infrastructure, targeting of financial reporting and policy making), consequences (optimization of decision making, business prosperity and economic productivity), Background conditions (economic and political environment and accounting situation). and intervening conditions (negligence and neglect, cultural and social conditions, access to resources and environmental conditions) are designed. In the digital era, access to large and high-quality data has enabled more accurate analyses.

Keywords

Subjects

Alao, E. M. (2014). A review of the Management Accountant’s Role in the effective utilization of organization’s resources: Implication for developing countries. Journal of Economics and Finance, 5(5), 16-22. https://doi.org/10.9790/5933-0551622
Baiyere, A., Salmela, H., & Tapanainen, T. (2020). Digital transformation and the new logics of business process management. European Journal of Information Systems, 29(3), 238–259. https://doi.org/10.1080/0960085X.2020.1718007
Bao, Z. Hashim, K. Almagrabi, A. (2023). Business intelligence impact on management accounting development given the role of mediation decision type and environment. Information Processing & Management, 60, 103380. https://doi.org/10.1016/j.ipm.2023.103380
Bhimani, A. (2020). Accounting disrupted: The reshaping of financial intelligence in the new digital era. New York: Wiley.
Bhimani, A. (2020). Digital data and management accounting: why we need to rethink research methods. Journal of management control31(1), 9-23. https://doi.org/10.1007/s00187-020-00295-z
Chang, K., Lasyoud, A. A., & Osman, D. (2023). Management accounting system: Insights from the decision making theories. Social Sciences & Humanities Open8(1), 100529. https://doi.org/10.1016/j.ssaho.2023.100529
Collins, C., Dennehy, D., Conboy, K., & Mikalef, P. (2021). Artificial intelligence in information systems research: A systematic literature review and research agenda. International Journal of Information Management, 60, 102383. https://doi.org/10.1016/j.ijinfomgt.2021.102383
Goldstein, I., Yang, S., & Zuo, L. (2023). The real effects of modern information technologies: Evidence from the EDGAR implementation. Journal of Accounting Research61(5), 1699-1733. https://doi.org/10.1111/1475-679X.12496
Hilton, R. W. (1999). Managerial accounting (Vol. 568). Boston, MA: Irwin/McGraw-Hill.
Huang, Z, Savita, & K. Omar, A. (2022). The impact of business intelligence on the marketing with emphasis on cooperative learning: Case-study on the insurance companies, Information Processing and Management, 59, 102-124. https://doi.org/10.1016/j.ipm.2021.102824
Matt, C., Hess, T., & Benlian, A. (2015). Digital transformation strategies. Business & Information Systems Engineering, 57(5), 339–343. https://doi.org/10.1007/s12599-015-0401-5
Mehrabanpour, M., Ghorbani, H., & Jandaghi Qomi, MD. (2016). The status and factors affecting the use of management accounting in small and medium companies (case study: small and medium companies in Qom province). The first national conference on modern management studies in Iran. [in Persian]
Melnyk, N., Trachova, D. Y., Kolesnikova, O., Demchuk, O., & Golub, N. (2020). Accounting trends in the modern world. Independent Journal of Management & Production, 11(9), 2403-2416. https://doi.org/10.14807/ijmp.v11i9.1430
Mennati, V., & Sasanian, A. (2022). Skills, Influence, and Effectiveness of Management Accountants. Journal of Accounting Advances, 14(1), 311-343. doi: 10.22099/jaa.2022.43316.2228
Mikalef, P., Parmiggiani, E. (2022). An Introduction to Digital Transformation. In: Mikalef, P., Parmiggiani, E. (eds) Digital Transformation in Norwegian Enterprises. Springer, Cham. https://doi.org/10.1007/978-3-031-05276-7
Ojra, J., Opute, A. P., & Alsolmi, M. M. (2021). Strategic management accounting and performance implications: a literature review and research agenda. Future Business Journal7(1), 64. https://doi.org/10.1186/s43093-021-00109-1
Posadzińska, I., & Grzeszczak, M. (2022). Management accounting system in the management of an intelligent energy sector enterprise. Energies15(20), 7633. https://doi.org/10.3390/en15207633
Qiu, F. Hu, N. Liang, P., & Dow, K. (2023). Measuring management accounting practices using textual analysis. Management Accounting Research, 58, 100818. https://doi.org/10.1016/j.mar.2022.100818
Salman Zadeh, H., Kordestani, G., & Kazemi, H. (2022). The Role of Management Accounting in Improving Management Control System in Public Sector. Iranian Journal of Finance, 6(1), 54-82. https://doi.org/10.30699/ijf.2021.279013.1211
Schildt H (2022) In Research in the Sociology of Organizations (pp. 235–251). https://doi.org/10.1108/S0733-558X20220000083010
Skog, D. A., Wimelius, H., & Sandberg, J. (2018). Digital disruption. Business & Information Systems Engineering, 60(5), 431–437. https://doi.org/10.1007/s12599-018-0550-4
Sule, S., Yusof, N. Z. M., & Bahador, K. M. K. (2019). Users’ Perceptions on Auditors’ Responsibilities for Fraud Prevention, Detection and Audit Expectation GAP in Nigeria. Asian Journal of Economics, Business and Accounting, 1-10. https://doi.org/10.9734/AJEBA/2019/46832
Suleimanian, M., & Bani Talebi Dehkordi, B. (2022). The role of digital innovation in financial markets from the perspective of knowledge and presentation of the proposed model. Advances in Finance and Investment, 4(1), 55-82. [in Persian]
Sun, H. (2023). Construction of integration path of management accounting and financial accounting based on big data analysis. Optik, 272: 170321. https://doi.org/10.1016/j.ijleo.2022.170321
Tajvidi, E., Mohammadi, S. (2020). The role of management accounting information in management control system in large manufacturing companies in Iran. Management Accounting, 13(46), 1-16. [In Persian].
Takhtai, N., Shalalnejad, M., & Shalalnejad, A. (2022). Digital technology and financial reporting. Accounting and Management Perspective, 6(82), 187-191. [in Persian]
Van Dijck, J. (2014). Datafication, dataism and dataveillance: Big data between scientific paradigm and ideology. Big Data Surveillance,12(2), 197–208.
https://doi.org/10.24908/ss.v12i2.4776
Vărzaru, A. A. (2022). Assessing artificial intelligence technology acceptance in managerialaccounting. Electronics11(14), 2256. https://doi.org/10.3390/electronics11142256
Wadan, R., Teuteberg, F., Bensberg, F., & Buscher, G. (2019). Understanding the changing role of the management accountant in the age of industry 4.0 in Germany. https://doi.org/10.24251/HICSS.2019.702
Zhen, X., & Zhen, L. (2024). Accounting Information Systems and Strategic Performance: The Interplay of Digital Technology and Edge Computing Devices. Journal of Grid Computing22(1), 5. https://doi.org/10.1007/s10723-023-09720-8

  • Receive Date 01 July 2024
  • Revise Date 19 July 2024
  • Accept Date 28 August 2024