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.
机构:
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Harvard Univ, Sch Med, Brigham & Womens Hosp, Biomat Innovat Res Ctr,Dept Med, Cambridge, MA 02138 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Oklu, Rahmi
Haas, Derek
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Business, Boston, MA 02163 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Haas, Derek
Kaplan, Robert S.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Business, Boston, MA 02163 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Kaplan, Robert S.
Brinegar, Katelyn N.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Brinegar, Katelyn N.
Bassoff, Nicole
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Business, Boston, MA 02163 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Bassoff, Nicole
Harvey, H. Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Harvey, H. Benjamin
Brink, James A.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
Brink, James A.
Prabhakar, Anand M.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Div Vasc & Intervent Radiol, Boston, MA USA
机构:
Univ Michigan, Med Sch, Ann Arbor, MI USAUniv Michigan, Med Sch, Ann Arbor, MI USA
Goldstein, Jenna K.
Portney, David S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Kellogg Eye Ctr, Dept Ophthalmol & Visual Sci, Ann Arbor, MI USAUniv Michigan, Med Sch, Ann Arbor, MI USA
Portney, David S.
Kirby, Rebecca
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Kellogg Sch Management, Evanston, IL USAUniv Michigan, Med Sch, Ann Arbor, MI USA
Kirby, Rebecca
Verkade, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Kellogg Eye Ctr, Dept Ophthalmol & Visual Sci, Ann Arbor, MI USAUniv Michigan, Med Sch, Ann Arbor, MI USA
Verkade, Angela
Mian, Shahzad I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Kellogg Eye Ctr, Dept Ophthalmol & Visual Sci, Ann Arbor, MI USA
Univ Michigan, Kellogg Eye Ctr, 1000 Wall St, Ann Arbor, MI 48105 USAUniv Michigan, Med Sch, Ann Arbor, MI USA