在销售和运营计划中使用信息技术和商业分析:系统的文献回顾

IF 1.9 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Brazilian Journal of Operations & Production Management Pub Date : 2021-01-01 DOI:10.14488/BJOPM.2021.023
F. Nicolas, A. M. T. Thomé, B. Hellingrath
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引用次数: 1

摘要

目标:本文旨在分析在销售和运营计划(S&OP)的背景下,信息技术(IT)和业务分析(BA)的使用已被探索到何种程度。设计/方法/方法:本研究进行了系统的文献综述,综合了S&OP中IT和BA的现状。该审查遵循thom等人(2016)的严格方法。通过文献检索,共检索到442条结果,选取其中57条进行分析。包含分析技术的结果根据它们所处理的S&OP的计划任务进行分类。结果:分析概述了IT、BA和S&OP领域的主要主题,并对现有的BA和S&OP领域的研究进行了分类。这项研究发现,IT可以成为S&OP的推动者,大多数分析技术通过完全集成的优化方法来解决S&OP。然而,对标准普尔过程的影响尚未得到探讨。因此,本研究确定了未来研究的差距,并提出了一个关于标准与操作的BA的研究议程。研究局限性:系统文献综述仅限于Elvesier SCOPUS数据库。SCOPUS对本研究的相关期刊有很好的覆盖。尽管SCOPUS是一个著名的科学数据库,但其他数据库可能会揭示更多的研究和进一步的见解。实际意义:本研究的发现为IT和BA如何支持和影响S&OP过程提供了见解。原创性/价值:近年来,S&OP、IT和BA越来越受到学者的关注。就笔者所知,关于S&OP和BA的文献综述发表的数量很少。本研究概述了在S&OP中如何使用IT和BA。
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Usage of information technology and business analytics within sales and operations planning: a systematic literature review
Goal: This paper aims to analyze to which extend the usage of information technology (IT) and business analytics (BA) have been explored in the context of sales and operations planning (S&OP). Design / Methodology / Approach: This study conducts a systematic literature review to synthesize the state of the art of IT and BA in S&OP. The review follows the rigorous approach by Thomé et al. (2016). Through the literature search, 442 results were retrieved, of which 57 were selected for the analysis. The results containing analytics techniques are classified by the planning tasks of S&OP that they address. Results: The analysis provides an overview of the dominant themes in the field of IT, BA and S&OP and leads to a classification of the existing research in the field of BA for S&OP. This study finds that IT can be an enabler of S&OP and that most analytics techniques address S&OP through fully-integrated optimization approaches. Yet, the impact on the S&OP process has not been explored. This study thus identifies gaps for future research and proposes a research agenda on BA on S&OP. Limitations of the investigation: The systematic literature review is restricted to the Elvesier SCOPUS database. SCOPUS has excellent coverage regarding relevant journals for this study. Despite SCOPUS being a prominent scientific database, other databases might reveal additional studies and further insights. Practical implications: The findings of this study provide insights on how IT and BA can support and influence the S&OP process. Originality / Value: In recent years, S&OP, IT and BA have seen a growing interest by scholars. To the best of the authors' knowledge, the number of published literature reviews on S&OP and BA is scarce. This study provides an overview of how IT and BA are used within S&OP.
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来源期刊
Brazilian Journal of Operations & Production Management
Brazilian Journal of Operations & Production Management OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
2.90
自引率
9.10%
发文量
27
审稿时长
44 weeks
期刊最新文献
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