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Camila, Syafa Alya
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Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Library & Information Science Social Sciences

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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.
The Role of Supply Chain Integration in Enhancing Supply Chain Resilience: Risk Management Mediation and Regulatory Uncertainty Moderation Camila, Syafa Alya; Widowati, Dorina
Golden Ratio of Data in Summary Vol. 6 No. 2 (2026): February - April
Publisher : Manunggal Halim Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52970/grdis.v6i2.2073

Abstract

This study aims to analyze the influence of Supply Chain Integration on Supply Chain Resilience with the role of Supply Chain Risk Management mediation and Regulatory Uncertainty moderation in cement manufacturing companies in the Narogong area, Bogor Regency. This study is motivated by increasing business dynamics and regulatory changes affecting industrial stability, while research integrating risk management mediation and moderation of regulatory uncertainty is still limited, especially in the cement sector in Indonesia. Data was collected through a questionnaire using purposive sampling technique and analyzed using Partial Least Squares-Structural Equation Modeling (PLS-SEM). The results of the study show that: (1) Internal Integration has a positive effect on Supply Chain Resilience, (2) Supplier Integration has a positive effect on Supply Chain Resilience, (3) Customer Integration has a positive effect on Supply Chain Resilience, (4) Supply Chain Risk Management mediates the positive influence of Internal Integration on Supply Chain Resilience, (5) Supply Chain Risk Management mediates the positive influence of Supplier Integration on Supply Chain Resilience, (6) Supply Chain Risk Management mediates the positive influence of Customer Integration on Supply Chain Resilience, (7) Regulatory uncertainty does not negatively moderate the influence of Internal Integration on Supply Chain Resilience, (8) Regulatory uncertainty does not negatively moderate the influence of Supplier Integration on Supply Chain Resilience according to the hypothetical direction proposed, and (9) Regulatory uncertainty negatively moderates the influence of Customer Integration on Supply Chain Resilience Supply Chain Resilience.
Co-Authors Darasih, Ratna Dorina Widowati Ratna Darasih Santosa , Wahyuningsih