Utilization of time-driven activity-based costing and process simulation in cost management of organization

被引:0
|
作者
Halaska, Michal [1 ]
Sperka, Roman [1 ]
机构
[1] Silesian Univ Opava, Sch Business Adm Karvina, Dept Business Econ & Management, Karvina, Czech Republic
来源
E & M EKONOMIE A MANAGEMENT | 2024年 / 27卷 / 02期
关键词
Business processes; process mining; simulation; TDABC; RPA; automation; EVENT LOGS; METHODOLOGY;
D O I
10.15240/tul/001/2024-5-007
中图分类号
F [经济];
学科分类号
02 ;
摘要
The deployment of information and communication technologies in organizations is on the rise. Many organizations consider the application of technologies to be a crucial key to improve their processes. However, traditional costing systems are not suitable for cost estimation of business processes due to the use of volume-based cost drivers, which are often not adequate for the structure of today's organizations. In this research, we present an overview of how the TDABC process simulation for cost estimation of such processes. The objective of this paper is to use the cost dimension as a major attribute for the potential implementation of robotic process automation in general. We demonstrate our approach in a case study that takes advantage of a real-life event log containing transactional data representing the loan application process in an insurance company. The event log is analyzed and processed using process mining techniques. Based on The designed simulation model is then used for simulation of partial and full implementation of RPA through separate scenarios. Then, we add the cost dimension to the simulation by enriching the event log with cost data based on a formalized cost model. We show that even though partial implementation of RPA might not deliver significant increase in efficiency in the process, it might still represent significant cost savings.
引用
收藏
页码:50 / 68
页数:19
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