Supply chain analytics and post-pandemic performance: mediating role of triple-A supply chain strategies

被引:44
|
作者
Khan, Syed Abdul Rehman [1 ,2 ]
Piprani, Arsalan Zahid [3 ]
Yu, Zhang [4 ,5 ]
机构
[1] Xuzhou Univ Technol, Sch Engn & Management, Xuzhou, Jiangsu, Peoples R China
[2] Beijing Key Lab Urban Spatial Informat Engn, Beijing, Peoples R China
[3] Fed Urdu Univ Arts Sci & Technol, Dept Business Adm, Karachi Campus, Karachi, Pakistan
[4] Changan Univ, Sch Econ & Management, Xian, Peoples R China
[5] ILMA Univ, Dept Business Adm, Karachi, Pakistan
关键词
Supply chain data analytics; Agility; Adaptability; COVID-19; Performance; Risk management; BIG DATA ANALYTICS; PREDICTIVE ANALYTICS; FIRM PERFORMANCE; RESILIENCE; CAPABILITIES; AGILITY; TECHNOLOGY; SCIENCE; IMPACT; RISKS;
D O I
10.1108/IJOEM-11-2021-1744
中图分类号
F [经济];
学科分类号
02 ;
摘要
Purpose The abrupt outbreak of coronavirus disease (COVID-19) hit every nation in 2020-2021, causing a worldwide pandemic. The worldwide COVID-19 epidemic, described as a "black swan", has severely disrupted manufacturing firms' supply chain. The purpose of this study is to investigate how supply chain data analytics enable the effective deployment of agility, adaptability and alignment (3As) strategies, resulting in improving post-COVID disruption performance. It also analyses the indirect effect of supply chain data analytics on disruption performance through the 3As supply chain strategies. Design/methodology/approach The hypothesis and theoretical framework were tested using a questionnaire survey. The authors employed structural equation modelling through the SMART PLS version 3.2.7 to analyse data from 163 textile firms located in Pakistan. Findings The results revealed that the supply chain data analytics contributed positively and significantly to the agility and adaptability, while all 3As supply chain strategies impacted the PPERF substantially. Further, the connection between supply chain data analytics (SCDA) and disruption performance has substantially been influenced through 3As supply chain strategies. Practical implications The results imply that in the event of low likelihood, high effect disruptions, managers and decision-makers should focus their efforts on integrating data analytics capabilities with 3As supply chain policies to ensure long-term company success. Originality/value This research sheds fresh light on the importance of data analytics in effectively implementing 3As strategies for sustaining company performance amid COVID-19 disruptions.
引用
收藏
页码:1330 / 1354
页数:25
相关论文
共 50 条
  • [21] Accelerating Use of Drones and Robotics in Post-Pandemic Project Supply Chain
    AlRushood, Musaab A.
    Rahbar, Fred
    Selim, Shokri Z.
    Dweiri, Fikri
    [J]. DRONES, 2023, 7 (05)
  • [22] Developing supply chain risk management capabilities by aligning strategies: integrating Triple-A model
    Ahmed, Waqar
    Rashidi, Muhammad Zaki
    [J]. MEASURING BUSINESS EXCELLENCE, 2022, 26 (03) : 326 - 345
  • [23] Benchmarking the triple-A supply chain: orchestrating agility, adaptability, and alignment
    Feizabadi, Javad
    Maloni, Michael
    Gligor, David
    [J]. BENCHMARKING-AN INTERNATIONAL JOURNAL, 2019, 26 (01) : 271 - 295
  • [24] The mediating effect of supply chain flexibility on the relationship between supply chain integration and supply chain performance
    Khanuja, Anurodhsingh
    Jain, Rajesh Kumar
    [J]. JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT, 2022, 35 (06) : 1548 - 1569
  • [25] Rise of blockchain technology in supply chain transformation in the post-pandemic era
    Raj, Rohit
    Kumar, Vimal
    Verma, Priyanka
    Klangrit, Suriya
    [J]. JOURNAL OF GLOBAL OPERATIONS AND STRATEGIC SOURCING, 2023,
  • [26] Understanding influence of supply chain competencies when developing Triple-A
    Huma, Sehrish
    Ahmed, Waqar
    [J]. BENCHMARKING-AN INTERNATIONAL JOURNAL, 2022, 29 (09) : 2757 - 2779
  • [27] The triple-a supply chain and strategic resources: developing competitive advantage
    Gligor, David
    Feizabadi, Javad
    Russo, Ivan
    Maloni, Michael J.
    Goldsby, Thomas J.
    [J]. INTERNATIONAL JOURNAL OF PHYSICAL DISTRIBUTION & LOGISTICS MANAGEMENT, 2020, 50 (02) : 159 - 190
  • [28] Green supply chain management, environmental costs and supply chain performance in the hotel industry: the mediating role of supply chain agility and resilience
    Ghaderi, Zahed
    Shakori, Hanieh
    Bagheri, Fatemeh
    Hall, Colin Michael
    Rather, Raouf Ahmad
    Moaven, Zahra
    [J]. CURRENT ISSUES IN TOURISM, 2024, 27 (13) : 2101 - 2117
  • [29] The impact of supply chain complexities on supply chain resilience: the mediating effect of big data analytics
    Iftikhar, Anas
    Purvis, Laura
    Giannoccaro, Ilaria
    Wang, Yingli
    [J]. PRODUCTION PLANNING & CONTROL, 2023, 34 (16) : 1562 - 1582
  • [30] IS innovativeness and supply chain resilience: the role of analytics capability and supply chain integration
    Cao, Qing Ray
    Elking, Isaac
    Gu, Vicky Ching
    Hoffman, James J.
    [J]. JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT, 2024, 37 (04) : 1227 - 1253