Big data and sustainable supply chain management of hypermarkets in Jordan: An experimental study using structural equation modeling approach

Q1 Decision Sciences

Uncertain Supply Chain Management Pub Date : 2023-01-01 DOI:10.5267/j.uscm.2023.4.011

Dojanah Bader, M. Al-Alwan, N. Twaissi

引用次数: 1

Abstract

The objective of the study is to identify the impact of big data on sustainable supply chain management. The current research was conducted on hypermarkets in Jordan. Many of these hypermarket brands are widely scattered in Jordan, for instance, Carrefour, Kareem, Safeway and more. Accordingly, the target population in the current research was hypermarkets managers in Jordan as they are responsible for formulating such strategies in the companies they work for. A convenience sample was selected from the target population that included 770 managers based on the sample size formula. The study hypotheses were tested by covariance based structural equation modeling (CB-SEM). The study results showed the impact of each big data dimension on sustainable supply chain management. Based on this result, the researchers recommend the hypermarkets in Jordan to use modern and diverse methods for accurate collection of reliable data and save it in organized ways, and to employ advanced programs to analyze it and extract information of high value.

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大数据与约旦大型超市可持续供应链管理:使用结构方程建模方法的实验研究

本研究的目的是确定大数据对可持续供应链管理的影响。目前的研究是在约旦的大卖场进行的。许多大型超市品牌在约旦广泛分布，例如家乐福、卡里姆、西夫韦等。因此，当前研究的目标人群是约旦的大型超市经理，因为他们负责在他们工作的公司制定此类战略。根据样本量公式，从770名管理人员的目标人群中选择方便样本。采用基于协方差的结构方程模型(CB-SEM)对研究假设进行检验。研究结果显示了每个大数据维度对可持续供应链管理的影响。基于这一结果，研究人员建议约旦的大型超市使用现代和多样化的方法来准确收集可靠的数据并有组织地保存，并使用先进的程序来分析和提取高价值的信息。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Uncertain Supply Chain Management Decision Sciences-Statistics, Probability and Uncertainty

CiteScore

5.60

自引率

0.00%

发文量

112

期刊介绍： Supply chain management (SCM) plays an essential role in managing the movement of raw materials into an organization, certain issues of the internal processing of materials into finished goods, and the movement of finished products out of the organization for end-consumer delivery. The goal of SCM is to improve trust and collaboration among supply chain partners and to improve inventory visibility. However, many SCM problems deal with uncertain events such as uncertainty in demand, supply, quality, price, etc. This forum is dedicated to all scholars who wish to share their ideas about uncertainty in SCM problems. Uncertain supply chain management is a quarterly publication dedicated to all scientists in all over the world who wish to share their experiences and knowledge in this field. Our policy is to perform a peer review on all submitted articles and publishes original and high quality articles.