Benefits Realization of Robotic Process Automation (RPA) Initiatives in Supply Chains

被引:2
|
作者
Nielsen, Izabela Ewa [1 ]
Piyatilake, Ashani [2 ,3 ]
Thibbotuwawa, Amila [2 ,3 ]
De Silva, M. Mavin [2 ,4 ]
Bocewicz, Grzegorz [5 ]
Banaszak, Zbigniew A. [5 ]
机构
[1] Aalborg Univ, Dept Mat & Prod, DK-9220 Aalborg, Denmark
[2] Univ Moratuwa, Fac Engn, Dept Transport Management & Logist Engn, Katubedda 10400, Sri Lanka
[3] Univ Moratuwa, Ctr Supply Chain Operat & Logist Optimizat, Moratuwa 10400, Sri Lanka
[4] Nagaoka Univ Technol, Extreme Energy Dens Res Inst, Nagaoka, Niigata 9402137, Japan
[5] Koszalin Univ Technol, Fac Elect & Comp Sci, Dept Comp Sci & Management, PL-75453 Koszalin, Poland
关键词
Supply chains; Stakeholders; Organizations; Process management; Automation; Robot control; Productivity; Robotic process automation; supply chains; total interpretive structural modeling; benefits realization key success factors; process improvement; IMPLEMENTATION; MANAGEMENT; SUCCESS; SYSTEM;
D O I
10.1109/ACCESS.2023.3266293
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Robotic Process Automation (RPA), which automates repetitive, rule-based operations, is becoming a crucial component of today's enterprises as they compete in more dynamic business contexts. This study intends to provide implications on the Benefits Realization Key Success Factors (BRKSFs) appropriate for RPA projects, given that between 30% and 50% of RPA initiatives fail. The methodology of this study comprises three stages: identify the main contributing BRKSFs, develop a hierarchical relationship model for BRKSFs, and provide real-world examples to show the usability of BRKSFs using two case studies. The results show that having a clear, well-defined, and unchanging process is the most important BRKSF because of its strong influence over other factors. Three factors, namely, aligning the objective of the RPA initiative with the organization's strategic objectives, choosing the right process for automation, and change management, have lower driving powers but high dependence powers than other factors. The five factors that have both high driving and high dependence powers are: prioritizing the benefits that can be obtained through the RPA initiative, performing a feasibility study, assembling a cross-functional team, having a team leader and receiving support from top management. This study sheds light on the interdependencies between BRKSFs for academics and business professionals, enabling them to determine which variables must be considered most for RPA initiatives.
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页码:37623 / 37636
页数:14
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