通过自动化、远程外包和任务委派重新设计专业服务

IF 6.5 2区 管理学 Q1 MANAGEMENT
Scott E. Sampson, Rebecca Pires dos Santos
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引用次数: 1

摘要

数字技术使许多行业的生产率显著提高。制造商受益于机器人技术,服务企业受益于自助服务技术。只有医疗保健、咨询、法律服务和高等教育等专业服务领域的生产率增长甚微。尽管人工智能(AI)和其他新技术的出现,专业服务仍然是劳动密集型的,劳动力成本很高。2021年,Sampson发布了一个基于经验的框架,表明新兴技术将允许专业服务通过自助服务技术自动化一些任务,将一些任务外包给远程专业人员,并将一些任务委托给半专业人员,从而提高生产力。其基本理论是,这种重组取决于各种任务对创造力和人际交往能力的要求。我们的研究建立在Sampson的框架上,通过建模一个专业的服务运作,并研究任务卸载对成本和质量的影响。我们的模型涉及离散事件模拟,由经验数据参数化。我们考虑劳动力成本、管理成本、延迟成本(包括客户拒绝)和评估成本。结果显示,增加的任务卸载可以减少成本,而对质量的影响可以忽略不计,这表明通过增加自动化、离岸外包和任务授权来重新设计专业服务的巨大机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reengineering professional services through automation, remote outsourcing, and task delegation

Digital technology has enabled significant productivity gains in many industries. Manufacturers have benefited from robotics, and service businesses have benefited from self-service technologies. An area that has seen only meager productivity gains is professional services, such as healthcare, consulting, legal services, and higher education. Despite the emergence of artificial intelligence (AI) and other new technologies, professional services continue to be labor intensive with high labor costs. In 2021, Sampson published an empirically-based framework suggesting that emerging technologies would allow professional services to improve productivity by automating some tasks with self-service technologies, outsourcing some tasks to remote professionals, and delegating some tasks to semiprofessional workers. The underlying theory was that this restructuring hinges on the creative and interpersonal skill requirements of various tasks. Our research builds on Sampson's framework by modeling a professional service operation and studying the influence of task offloading on costs and quality. Our model involves discrete event simulation parameterized by empirical data. We consider labor costs, managerial costs, delay costs (including customer balking), and assessment costs. Results show contexts wherein increased task offloading can reduce costs with negligible impact on quality, suggesting great opportunities for reengineering professional services through increased automation, offshore outsourcing, and task delegation.

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来源期刊
Journal of Operations Management
Journal of Operations Management 管理科学-运筹学与管理科学
CiteScore
11.00
自引率
15.40%
发文量
62
审稿时长
24 months
期刊介绍: The Journal of Operations Management (JOM) is a leading academic publication dedicated to advancing the field of operations management (OM) through rigorous and original research. The journal's primary audience is the academic community, although it also values contributions that attract the interest of practitioners. However, it does not publish articles that are primarily aimed at practitioners, as academic relevance is a fundamental requirement. JOM focuses on the management aspects of various types of operations, including manufacturing, service, and supply chain operations. The journal's scope is broad, covering both profit-oriented and non-profit organizations. The core criterion for publication is that the research question must be centered around operations management, rather than merely using operations as a context. For instance, a study on charismatic leadership in a manufacturing setting would only be within JOM's scope if it directly relates to the management of operations; the mere setting of the study is not enough. Published papers in JOM are expected to address real-world operational questions and challenges. While not all research must be driven by practical concerns, there must be a credible link to practice that is considered from the outset of the research, not as an afterthought. Authors are cautioned against assuming that academic knowledge can be easily translated into practical applications without proper justification. JOM's articles are abstracted and indexed by several prestigious databases and services, including Engineering Information, Inc.; Executive Sciences Institute; INSPEC; International Abstracts in Operations Research; Cambridge Scientific Abstracts; SciSearch/Science Citation Index; CompuMath Citation Index; Current Contents/Engineering, Computing & Technology; Information Access Company; and Social Sciences Citation Index. This ensures that the journal's research is widely accessible and recognized within the academic and professional communities.
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