新兴市场客户价值分析与中小企业绩效之间的关系:基于资源的视角

Kwabena Abrokwah-Larbi
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引用次数: 0

摘要

本研究试图通过基于资源的观点(RBV)理论来研究客户价值分析(CVA)与中小企业绩效之间的相互作用。本研究通过调查加纳东部地区被加纳企业局(GEA)认定为食品加工商的 225 家中小企业来获取数据。采用结构方程模型(SEM)的路径分析方法分析了 CVA 对中小企业绩效的影响。研究结果表明,CVA 对中小企业在内部业务流程、学习与发展、客户和财务方面的绩效产生了实质性的积极影响。研究结果进一步表明,CVA 的组成部分--数据挖掘(DM)、物联网(IoT)和层次分析法(AHP)--对中小企业的运作至关重要。研究结果为 RBV 理论的主张提供了强有力的证据。本研究的结果证实了之前的研究,即中小企业应将 CVA 及其决定因素(如物联网、DM 和 AHP)视为一种重要的竞争资产和能力,有可能增强其在财务、客户获取、内部业务运营以及学习与发展等领域的扩张。本研究加深了人们对 CVA 和中小企业绩效的理解,尤其是在新兴市场经济体中。
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The nexus between customer value analytics and SME performance in emerging market: a resource-based view perspective

This research seeks to examine the interaction between customer value analytics (CVA) and performance of SMEs through the Resource-Based View (RBV) theory’s viewpoint. In this study, data was acquired by surveying 225 SMEs recognised by the Ghana Enterprise Agency (GEA) as food processors in the Eastern Region of Ghana. Analysis of the impact of CVA on SMEs’ performance was conducted using the path analysis approach of structural equation modelling (SEM). The results of the study showed that CVA had a substantial and positive effect on performance of SMEs in the areas of internal processes of business, learning and development, customers, and finance. Findings from this study further demonstrate how crucial CVA components—data mining (DM), Internet of Things (IoT), and analytic hierarchy process (AHP)—are to the functioning of SMEs. The research findings provide strong evidence for the proposition of the RBV theory.The results of the present research corroborate prior studies that propose that SMEs ought to view CVA and its determinants—like IoT, DM, and AHP—as a crucial competitive asset and capability that could potentially augment their expansion in areas like finance, customer acquisition, internal business operations, and learning and development. This study advances the understanding of CVA and SMEs’ performance, particularly in emerging market economies.

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