{"title":"大数据分析能力、供应链创新、客户准备度和数字化供应链绩效:供应链弹性的中介作用","authors":"Mohammad A.K. Alsmairat","doi":"10.1504/ijaom.2023.129525","DOIUrl":null,"url":null,"abstract":"This study aimed to understand the relationship between supply chain innovation (SCI), big data analytical capabilities (BDACs), customer readiness (CR), and supply chain resilience (SCR) on digital supply chain (DSC) performance. A quantitative survey-based approach was used to collect responses from 340 participants and using structure equation modelling (SEM) through smart PLS software, the data were analysed. We found that all of the enablers had a positive effect on DSC performance directly and then through the SCR as a mediation enabler. The study also contributed to the existing literature by demonstrating SCR's mediating role between SCI, CR, BDAC, and DSC performance. The implications and potential areas for future research were also discussed.","PeriodicalId":38027,"journal":{"name":"International Journal of Advanced Operations Management","volume":"157 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Big data analytics capabilities, SC innovation, customer readiness, and digital SC performance: the mediation role of SC resilience\",\"authors\":\"Mohammad A.K. Alsmairat\",\"doi\":\"10.1504/ijaom.2023.129525\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study aimed to understand the relationship between supply chain innovation (SCI), big data analytical capabilities (BDACs), customer readiness (CR), and supply chain resilience (SCR) on digital supply chain (DSC) performance. A quantitative survey-based approach was used to collect responses from 340 participants and using structure equation modelling (SEM) through smart PLS software, the data were analysed. We found that all of the enablers had a positive effect on DSC performance directly and then through the SCR as a mediation enabler. The study also contributed to the existing literature by demonstrating SCR's mediating role between SCI, CR, BDAC, and DSC performance. The implications and potential areas for future research were also discussed.\",\"PeriodicalId\":38027,\"journal\":{\"name\":\"International Journal of Advanced Operations Management\",\"volume\":\"157 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Advanced Operations Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1504/ijaom.2023.129525\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Business, Management and Accounting\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Operations Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijaom.2023.129525","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Business, Management and Accounting","Score":null,"Total":0}
Big data analytics capabilities, SC innovation, customer readiness, and digital SC performance: the mediation role of SC resilience
This study aimed to understand the relationship between supply chain innovation (SCI), big data analytical capabilities (BDACs), customer readiness (CR), and supply chain resilience (SCR) on digital supply chain (DSC) performance. A quantitative survey-based approach was used to collect responses from 340 participants and using structure equation modelling (SEM) through smart PLS software, the data were analysed. We found that all of the enablers had a positive effect on DSC performance directly and then through the SCR as a mediation enabler. The study also contributed to the existing literature by demonstrating SCR's mediating role between SCI, CR, BDAC, and DSC performance. The implications and potential areas for future research were also discussed.
期刊介绍：
In today''s complex, global economy, the operations function is critical to business success. All organisations have an operations function that helps them run efficiently and productively. IJAOM is a peer reviewed international journal which publishes original, high-quality and cutting-edge research on all aspects of advanced operations management, aiming at bridging the gap between theory and practice with applications analysing the real situation. Topics covered include -Global operations management, lean/agile operations -Knowledge, service, demand and R&D management -Scheduling, sequencing, vehicle routing -Inventory management and co-ordination -Multi-objective optimisation; TQM and six sigma practices -Business process outsourcing -Aggregate planning, ERP, JIT -Performance measurement -Cultural, environmental and implementation issues -Logistics service performance, supply chain management -Product planning, lot sizing, MPS, MRP -Repetitive manufacturing and service operations -Project and technology management, network management -Modelling and simulation, decision analysis/making -Comparison of operations management in different countries
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