竞争环境下中小企业数据能力与供应链能力的互补和附带价值

Tuire Hautala-Kankaanpää
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引用次数: 1

摘要

学者和从业者越来越认识到数据是商业机会的重要来源,但对中小企业(SMEs)影响的研究有限。本文实证检验了中小企业数据能力与供应链能力(SCC)的互补效应,并进一步检验了供应链能力在数据能力与经营绩效之间的中介作用。数据能力的中介效应也受到竞争的调节。设计/方法/方法本文分析了从芬兰122家制造业中小企业收集的纵向数据。采用结构方程模型(SEM)对假设进行检验。结果表明,中小企业要从数据能力中获益,需要具备一定的SCC水平,以从中小企业的数据能力中提取价值,支持经营绩效。此外,竞争影响中小企业如何从数据能力中获益,因为竞争对手的动荡调节了数据能力和SCC对经营绩效的互补效应。原创性/价值这是研究中小企业的数据和SCC在当前竞争环境中对经营绩效的纵向影响的首批研究之一。
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Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment
PurposeScholars and practitioners increasingly recognize data as an important source of business opportunities, but research on the effect on small and medium-sized enterprises (SMEs) is limited. This paper empirically examines the complementary impact of SMEs' data capability and supply chain capability (SCC) and further tests the mediation effect of SCC between data capability and operational performance. The mediated effect of data capability is also moderated by competition.Design/methodology/approachThis paper analyzes longitudinal data collected from 122 manufacturing SMEs in Finland. Hypotheses were tested by using structural equation modeling (SEM).FindingsThe results show that to benefit from the data capability, SMEs require a certain level of SCC to extract the value from the SMEs' data capability and support operational performance. Additionally, competition affects how SMEs benefit from data capability, as competitor turbulence moderates the complementary effect of data capability and SCC on operational performance.Originality/valueThis is one of the first studies examining the longitudinal effect of SMEs' data and SCC on operational performance in the current competitive environment.
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