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金融科技在循环经济实践中提高可持续性绩效的作用:两阶段 SEM-ANN 方法。

The role of Fintech in circular economy practices to improve sustainability performance: a two-staged SEM-ANN approach.

机构信息

School of Management, University of Science and Technology of China (USTC), Jinzhai Road, Hefei, 230026, China.

Department of Business Administration in Finance & Banking, Bangladesh University of Professionals, Mirpur Cantonment, Dhaka, 1216, Bangladesh.

出版信息

Environ Sci Pollut Res Int. 2023 Oct;30(49):107465-107486. doi: 10.1007/s11356-023-25576-7. Epub 2023 Feb 3.

DOI:10.1007/s11356-023-25576-7
PMID:36735123
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9896459/
Abstract

Coupling the practice-based view (PBV) of firms with dynamic capabilities theory (DCT), we assess the effect of Fintech adoption (FA) on organizational sustainability performance (SP) through circular economy practices (CEP). Additionally, this research examines the moderating roles of a firm's access to finance (AF) and absorptive capacity (AC) in the interplays between the constructs. Three hundred responses were collected from Bangladeshi manufacturing SMEs using a structured questionnaire. We examined our conceptual model using a two-staged structural equation modeling-artificial neural network (SEM-ANN) approach. The empirical findings unveiled that Fintech adoption significantly drives organizational CEP and SP and that CEP acts as a mediator between the FA and SP linkage. Furthermore, the findings also confirmed the moderating effect of AF on the FA and CEP association and the impact of AC on the CEP and SP association. Hence, this scholarship adds pivotal insights to the extant literature by establishing the roles of multiple mediators and moderators in the interplay of FA and firms' SP. Given the paucity of primary-data-based research, this empirical study addresses the gaps in the Fintech, CE, and sustainability literature and yields crucial implications for theory and practice.

摘要

我们将基于实践的企业观(PBV)与动态能力理论(DCT)相结合,通过循环经济实践(CEP)评估金融科技采用(FA)对组织可持续性绩效(SP)的影响。此外,本研究还考察了企业获得资金的途径(AF)和吸收能力(AC)在这些构念之间相互作用中的调节作用。我们使用结构化问卷从孟加拉国的制造型中小企业中收集了 300 份回复。我们使用两阶段结构方程建模-人工神经网络(SEM-ANN)方法检验了我们的概念模型。实证结果表明,金融科技的采用显著推动了组织的 CEP 和 SP,并且 CEP 在 FA 和 SP 之间起到了中介作用。此外,研究结果还证实了 AF 对 FA 和 CEP 关系的调节作用,以及 AC 对 CEP 和 SP 关系的影响。因此,本研究通过在 FA 和企业 SP 的相互作用中确定多个中介和调节因素的作用,为现有文献增添了重要见解。鉴于基于原始数据的研究较少,本实证研究填补了金融科技、CE 和可持续性文献的空白,并为理论和实践提供了重要启示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/380a373fdeb6/11356_2023_25576_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/ed7ad4922d1b/11356_2023_25576_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/298e746f834f/11356_2023_25576_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/3edccca6c028/11356_2023_25576_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/8d8ebae1faea/11356_2023_25576_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/fa9079fcd233/11356_2023_25576_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/380a373fdeb6/11356_2023_25576_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/ed7ad4922d1b/11356_2023_25576_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/298e746f834f/11356_2023_25576_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/3edccca6c028/11356_2023_25576_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/8d8ebae1faea/11356_2023_25576_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/fa9079fcd233/11356_2023_25576_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3965/9896459/380a373fdeb6/11356_2023_25576_Fig6_HTML.jpg

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