Linking business analytics capability and sustainability performance: the mediating role of circular economy implementation

Francis Kamewor Tetteh, Gabriel Atiki, Andrews Kyeremeh, Francisca Delali Degbe, Prosper Apanye
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Abstract

PurposeThough business analytics capability continues to attract considerable industrial and scholarly attention, its holistic performance implications, especially in the post-COVID-19 period, have not been fully understood. Thus, there have been calls for a full understanding of the implications of BAC for achieving holistic, sustainable outcomes among firms. This study therefore examines the influence of BAC on the three dimensions of sustainable performance. We also proposed the mediating role of circular economy implementation.Design/methodology/approachWe tested the proposed model using survey data from 246 managers of manufacturing firms in Ghana. Partial least squares structural equation modelling was employed to validate the model.FindingsOur findings showed that BAC significantly enhances both sustainable performance and circular economy implementation. We also found a significant association between CEI and sustainable performance. We further found significant partial mediation of CEI in the BAC sustainable performance nexus.Practical implicationsOur study offers thoughtful insights for managers, policymakers and the academic community that firms should simultaneously implement circular models alongside building analytics competencies in the quest to achieve balanced performance outcomes.Originality/valueTo the best of our knowledge, our study is among the very few attempts to understand the mechanism that channels the benefits of BAC for a holistic, sustainable outcome.
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将商业分析能力与可持续发展绩效联系起来:循环经济实施的中介作用
目的虽然商业分析能力继续吸引着业界和学术界的广泛关注,但其对整体绩效的影响,尤其是在后 COVID-19 时代,尚未得到充分理解。因此,人们呼吁充分了解商业分析能力对企业实现全面、可持续成果的影响。因此,本研究探讨了 BAC 对可持续绩效三个维度的影响。我们使用来自加纳 246 名制造企业经理的调查数据对所提出的模型进行了测试。我们采用偏最小二乘法结构方程模型对模型进行了验证。研究结果我们的研究结果表明,BAC 能显著提高可持续绩效和循环经济的实施。我们还发现,CEI 与可持续绩效之间存在重要关联。我们的研究为管理者、政策制定者和学术界提供了深思熟虑的见解,即企业应在建立分析能力的同时实施循环模式,以实现均衡的绩效成果。
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