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All Journal Golden Ratio of Mapping Idea and Literature Format Jurnal Hukum Islam
Santosa , Wahyuningsih
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Religion Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences

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Journal : Golden Ratio of Mapping Idea and Literature Format

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The Role of Big Data Analysis Capabilities in Mediating the Relationship between Sustainable Supply Chain Management Practices and Company Performance in Manufacturing Companies Camila, Syafa Alya; Santosa , Wahyuningsih; Darasih, Ratna; Widowati , Dorina
Golden Ratio of Mapping Idea and Literature Format Vol. 6 No. 1 (2026): July - January
Publisher : Manunggal Halim Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52970/grmilf.v6i1.1399

Abstract

This study aims to analyze the influence of sustainable supply chain management practices (SSCMP) on operational and environmental performance, with the mediation of big data analysis capabilities (BDAC) as a mediating variable. The research was conducted using a quantitative approach with a hypothesis testing method through Structural Equation Modeling based on Partial Least Squares (PLS-SEM), using primary data from 200 respondents in manufacturing companies. The results of the study show that PBRPB has a significant effect on the increase in BDAC, which then has a positive impact on operational performance. However, sustainability practices do not directly impact operational performance without the support of data technology. On the other hand, sustainable practices can directly improve environmental performance, even though BDAC does not significantly influence environmental aspects or act as a mediator. Other findings suggest that good operational performance significantly contributes to improving environmental performance. These results emphasize the importance of integrating sustainability strategies and analytics technology to drive operational efficiency while fulfilling environmental responsibility. As such, manufacturing companies need to build sustainable, data-driven supply chain systems to increase competitiveness amid market demands and regulations that increasingly emphasize sustainability.
Co-Authors Ali, Jati Kasuma Camila, Syafa Alya Darasih, Ratna Dorina Widowati Khan , M. Dawud Arif Mulyadi Mulyadi Sidik, Heru Muara