Published
2024-12-31
Section
Articles
How to Cite
Artificial intelligence in performance management: Enhancing accounting decision support
Anqi Ye
Sun yat-sen university, Guangdong University of Foreign Studies
Wenyong Chen
Sun yat-sen university, Guangdong University of Foreign Studies
DOI: https://doi.org/10.59429/paat.v6i4.8395
Keywords: Artificial intelligence (AI); Performance management; Decision support; Accounting management
Abstract
In a fast-moving business environment, companies face challenges and opportunities in decision support and performance management. Artificial intelligence (AI), as a disruptive technology, is gradually changing traditional work models and decision-making processes, especially in the field of accounting and financial management. The application of AI improves the efficiency of data processing and the accuracy of decision-making, helping companies monitor performance indicators in real time, analyze historical data and predict future trends.Despite the huge potential of AI in performance management, many organizations still face challenges in implementation, such as data privacy and security issues, and insufficient employee skills. This study explores the specific application of AI in performance management, analyzes its impact on accounting decision support, and proposes possible challenges and countermeasures. It is hoped that it will provide useful suggestions for companies in the process of transformation and help them achieve sustainable development in the competitive market. With the advancement of AI technology, its application in the field of performance management will have even broader prospects.
References
[1] CHOWDHURY M, SADEK A, MA Y, et al. Applications of Artificial Intelligence Paradigms to Decision Support in Real-Time Traffic Management [J]. Transportation Research Record: Journal of the Transportation Research Board, 2018.
[2] VARMA A, PEREIRA V, PATEL P. Artificial intelligence and performance management [J]. Organizational Dynamics, 2024.
[3] TYLER N S, MOSQUERA-LOPEZ C M, WILSON L M, et al. An artificial intelligence decision support system for the management of type 1 diabetes [J]. Nature Metabolism, 2020.
[4] PEDERSEN M, VERSPOOR K, JENKINSON M, et al. Artificial intelligence for clinical decision support in neurology [J]. Brain Communications, 2020.
[5] WU M, DU X, GU R, et al. Artificial intelligence for clinical decision support in sepsis [J]. Frontiers in Medicine, 2021.
[6] CONTRERAS I, VEHI J. Artificial Intelligence for Diabetes Management and Decision Support: Literature Review [J]. Journal of Medical Internet Research, 2018.
[7] PANAGOULIAS D P, SARMAS E, MARINAKIS V, et al. Intelligent Decision Support for Energy Management: A Methodology for Tailored Explainability of Artificial Intelligence Analytics [J]. Electronics, 2023.