机器人过程自动化:组织灰色文献综述

Ritesh Chugh, S. Macht, Rahat Hossain
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引用次数: 13

摘要

近十年来,机器人过程自动化(RPA)的研究有所增加,但仍落后于实践的发展。本研究探讨了RPA的定义、演变和类别,其好处和挑战,确定了实施的指导方针,并提供了未来的展望。由于该领域的综合灰色文献综述明显缺乏,本研究通过分析2015年至2020年间发表的61份组织报告和白皮书,对RPA的组织灰色文献进行了广泛的叙述性综述。本研究给出了RPA的统一定义,并将RPA的众多类别分为基本自动化、认知自动化和人工智能三种类型。该研究确定了RPA的好处,并将其分类为金钱;简单;效率和生产力;灵活性和可扩展性;可靠性和一致性;合规性和治理;客户满意度;员工效率;以及其他长期的组织利益。RPA的主要挑战是对RPA的认识和感知;不确定如何为RPA做准备;在实施RPA时改变管理挑战;以及与RPA供应商相关的挑战。重点介绍了RPA实现的三个主要步骤。本研究为实务人员及研究人员提供了一个广泛的从行业角度鸟瞰RPA的机会。
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Robotic Process Automation: a review of organizational grey literature
Research on Robotic Process Automation (RPA) in the last decade has increased but lags behind developments in practice. This study explores the definition, evolution and categories of RPA, its benefits and challenges, identifies guidelines for implementation and provides a future outlook. Since there is an evident scarcity of comprehensive grey literature reviews in the area, this study presents an extensive narrative review of organizational grey literature on RPA by analyzing sixty-one organizational reports and white papers published between 2015 and 2020. This study provides a unified definition of RPA and groups the many categories of RPA into three types: basic automation, cognitive automation, and artificial intelligence. The study identifies the benefits of RPA and categorizes them into monetary; simplicity; efficiency and productivity; flexibility and scalability; reliability and consistency; compliance and governance; customer satisfaction; employee efficiency; and other long-term organizational benefits. The main challenges of RPA are awareness and perception of RPA; uncertainty about how to prepare for RPA; change management challenges while implementing RPA; and challenges associated with RPA vendors. Three main steps of RPA implementation are highlighted. This study provides practitioners and researchers with an extensive bird’s eye insight into RPA from an industry perspective.
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来源期刊
CiteScore
6.30
自引率
18.20%
发文量
99
审稿时长
12 weeks
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