A knowledge-based view of analytics capability in purchasing and supply management

IF 5.9 3区 管理学 Q1 MANAGEMENT
Mikael Öhman, Ala Arvidsson, P. Jonsson, R. Kaipia
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引用次数: 6

Abstract

PurposeThe purpose of this study is to elaborate on how analytics capability develops within the PSM function. This study is an in-depth exploration of how analytics capability develops within the purchasing and supply management (PSM) function.Design/methodology/approachA multiple case study was conducted of the PSM function of six case firms, in which primary data were collected through semi-structured interviews with PSM analytics stakeholders. The data were analyzed based on an analytics capability framework derived from the literature. Cases were chosen based on them having advanced PSM practices and ongoing analytics projects in the PSM area.FindingsThe findings shed light on how the firms develop their analytics capability in the PSM functional area. While we identify several commonalities in this respect, the authors also observe differences in how firms organize for analytics, bringing analytics and PSM decision-makers together. Building on the knowledge-based view of the firm, The authors offer a theoretical explanation of our observations, highlighting the user-driven side of analytics development, which has largely been unrecognized by prior literature. The authors also offer an explanation of the observed dual role that analytics takes in cross-functional initiatives.Research limitations/implicationsThe exploratory nature of our study limits the generalizability of our results. Further, our limited number of cases and interviewees indicate that there is still much to explore in the phenomenon of developing analytics capability.Practical implicationsOur findings can help firms gain a better understanding of how they could develop their analytics capability and what issues they need to consider when seeking leveraging data through analytics for PSM decisions.Originality/valueThis paper is, to the best knowledge of the authors, the first empirical study of analytics capability in PSM.
基于知识的采购和供应管理分析能力观
目的本研究的目的是详细说明PSM功能中分析能力的发展。本研究深入探讨了采购和供应管理(PSM)职能部门的分析能力是如何发展的。设计/方法/方法对六家案例公司的PSM职能进行了多案例研究,其中通过对PSM分析利益相关者的半结构化访谈收集了主要数据。数据是根据文献中得出的分析能力框架进行分析的。案例的选择是基于他们在PSM领域拥有先进的PSM实践和正在进行的分析项目。发现这些发现揭示了公司如何在PSM职能领域发展其分析能力。虽然我们发现了这方面的几个共性,但作者也观察到了企业如何组织分析,将分析和PSM决策者结合在一起的差异。基于公司基于知识的观点,作者对我们的观察结果进行了理论解释,强调了分析开发中用户驱动的一面,而这在很大程度上未被先前的文献所认识。作者还解释了观察到的分析在跨职能举措中所扮演的双重角色。研究局限性/含义我们研究的探索性限制了我们结果的可推广性。此外,我们有限的案例和受访者数量表明,在发展分析能力的现象中,仍有很多需要探索的地方。实际意义我们的发现可以帮助企业更好地了解如何发展分析能力,以及在寻求通过分析利用数据进行PSM决策时需要考虑哪些问题。原创性/价值据作者所知,这篇论文是第一篇关于PSM分析能力的实证研究。
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来源期刊
CiteScore
11.20
自引率
10.40%
发文量
34
期刊介绍: IJPDLM seeks strategically focused, theoretically grounded, empirical and conceptual, quantitative and qualitative, rigorous and relevant, original research studies in logistics, physical distribution and supply chain management operations and associated strategic issues. Quantitatively oriented mathematical and modelling research papers are not suitable for IJPDLM. Desired topics include, but are not limited to: Customer service strategy Omni-channel and multi-channel distribution innovations Order processing and inventory management Implementation of supply chain processes Information and communication technology Sourcing and procurement Risk management and security Personnel recruitment and training Sustainability and environmental Collaboration and integration Global supply chain management and network complexity Information and knowledge management Legal, financial and public policy Retailing, channels and business-to-business management Organizational and human resource development Logistics and SCM education.
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