Optimizing Supply Chain Performance of SMEs through Big Data Analytic and IT-enabled Capabilities

Fazila Jalil, Jianhua Yang, Muhammad Irbaz Siddique
{"title":"Optimizing Supply Chain Performance of SMEs through Big Data Analytic and IT-enabled Capabilities","authors":"Fazila Jalil, Jianhua Yang, Muhammad Irbaz Siddique","doi":"10.1109/ICMSS56787.2023.10117690","DOIUrl":null,"url":null,"abstract":"Nowadays, several researchers are endeavoring to uncover the influence of innumerable evolving and innovative capabilities to comprehend the impact on distinct performances of enterprises across the world. Likewise, the research on big data and information technology is acquiring an intense concentration of scholars. This study investigates the relationships among big data analytics (BDA) and IT-enabled capabilities (ITE) on enterprises' supply chain performance (ESCP) within the realm of SMEs of developing nations like Pakistan based on RBV theory and practice. Using a survey method, this study probed the nexus based on 348 responses (n=438) obtained from mainstream cities of Pakistan, including the capital city between April 2022 to June 2022. SEM model along with supporting methods, i.e., discriminate and convergent validation was carried out using SPSS and SmartPLS tools. It is found, BDA has a positive connection with ESCP. Second, the study revealed a positive nexus between ITE and ESCP, respectively. This research endows with insights for supply chain management of SMEs on how the incorporation of appearing capabilities such as BDA and ITE could optimize business performance such as supply chain performance. Furthermore, this study equips several interesting implications along with additional work potentials for the researchers to assume in the future not only within Pakistan but across the world to validate the notion of BDA and ITE in different themes.","PeriodicalId":115225,"journal":{"name":"2023 7th International Conference on Management Engineering, Software Engineering and Service Sciences (ICMSS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 7th International Conference on Management Engineering, Software Engineering and Service Sciences (ICMSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMSS56787.2023.10117690","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Nowadays, several researchers are endeavoring to uncover the influence of innumerable evolving and innovative capabilities to comprehend the impact on distinct performances of enterprises across the world. Likewise, the research on big data and information technology is acquiring an intense concentration of scholars. This study investigates the relationships among big data analytics (BDA) and IT-enabled capabilities (ITE) on enterprises' supply chain performance (ESCP) within the realm of SMEs of developing nations like Pakistan based on RBV theory and practice. Using a survey method, this study probed the nexus based on 348 responses (n=438) obtained from mainstream cities of Pakistan, including the capital city between April 2022 to June 2022. SEM model along with supporting methods, i.e., discriminate and convergent validation was carried out using SPSS and SmartPLS tools. It is found, BDA has a positive connection with ESCP. Second, the study revealed a positive nexus between ITE and ESCP, respectively. This research endows with insights for supply chain management of SMEs on how the incorporation of appearing capabilities such as BDA and ITE could optimize business performance such as supply chain performance. Furthermore, this study equips several interesting implications along with additional work potentials for the researchers to assume in the future not only within Pakistan but across the world to validate the notion of BDA and ITE in different themes.
通过大数据分析和it能力优化中小企业供应链绩效
目前,一些研究人员正在努力揭示无数进化和创新能力的影响,以理解对全球企业不同绩效的影响。同样,关于大数据和信息技术的研究也越来越受到学者们的关注。本研究基于RBV理论和实践,探讨了大数据分析(BDA)和it支持能力(ITE)对巴基斯坦等发展中国家中小企业供应链绩效(ESCP)的影响。本研究采用问卷调查法,基于在2022年4月至2022年6月期间从巴基斯坦主流城市(包括首都)获得的348份回复(n=438),探讨了两者之间的联系。利用SPSS和SmartPLS工具对SEM模型及其支持方法,即判别验证和收敛验证进行了研究。研究发现,BDA与ESCP呈正相关。其次,该研究揭示了ITE和ESCP之间的正相关关系。本研究为中小企业的供应链管理提供了关于如何将BDA和ITE等表面能力结合起来优化供应链绩效等业务绩效的见解。此外,这项研究为研究人员提供了几个有趣的启示,以及未来在巴基斯坦乃至全世界范围内验证不同主题的BDA和ITE概念的额外工作潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信