Impact of big data on supply chain management

被引:79
|
作者
Raman, Seetha [1 ]
Patwa, Nitin [2 ]
Niranjan, Indu [1 ]
Ranjan, Ujjwal [1 ]
Moorthy, Krishna [3 ]
Mehta, Ami [1 ]
机构
[1] SP Jain Sch Global Management, Singapore, Singapore
[2] SP Jain Sch Global Management, Dubai, U Arab Emirates
[3] Univ Tunku Abdul Rahman, Kampar, Malaysia
关键词
Big data; supply chain management; demand management; vendor rating; analytics; data science; Internet of things; ANALYTIC HIERARCHY PROCESS; PREDICTIVE ANALYTICS; LOGISTICS; SELECTION; COLLABORATION; INTERNET; MODELS;
D O I
10.1080/13675567.2018.1459523
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This study focuses on big data, which offer new opportunities, added value and operational excellence for existing supply chain practices. A survey was conducted among employees of multinational companies across the United States, the Middle East, Europe, Asia and Australia. Structural equation modelling was employed for the statistical analysis of the survey data. The results show that demand management, vendor rating, the Internet of things (IoT), analytics and data science affect the supply chain industry regarding operational excellence, cost savings, customer satisfaction, visibility and reducing the communication gap between demand management and supply chain management (SCM). The adoption of big data technology can create considerable value-added and monetary gain for firms and will soon become a standard throughout the industry. This research provides a new description of the Supply Chain Operations Reference (SCOR) model by incorporating big data and SCM.
引用
收藏
页码:579 / 596
页数:18
相关论文
共 50 条
  • [1] The Impact of Big Data Applications on Supply Chain Management
    Zhang, Dong-xiang
    Cheng, Bin
    PROCEEDINGS OF THE 6TH INTERNATIONAL ASIA CONFERENCE ON INDUSTRIAL ENGINEERING AND MANAGEMENT INNOVATION: CORE THEORY AND APPLICATIONS OF INDUSTRIAL ENGINEERING, VOL 1, 2016, : 127 - 135
  • [2] The impact of big data and business analytics on supply chain management
    Ittmann, Hans W.
    JOURNAL OF TRANSPORT AND SUPPLY CHAIN MANAGEMENT, 2015, 9 (01)
  • [3] Big Data Analytics on The Supply Chain Management: A Significant Impact
    Handanga, Suilety
    Bernardino, Jorge
    Pedrosa, Isabel
    PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021), 2021,
  • [4] Big Data in Supply Chain Management
    Wani, Hemantkumar
    Ashtankar, Nilima
    2017 4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2017,
  • [5] Big Data in Supply Chain Management
    Sanders, Nada R.
    Ganeshan, Ram
    PRODUCTION AND OPERATIONS MANAGEMENT, 2018, 27 (10) : 1745 - 1748
  • [6] The Impact of Big Data Analytics on Company Performance in Supply Chain Management
    Oncioiu, Ionica
    Bunget, Ovidiu Constantin
    Turkes, Mirela Catalina
    Capusneanu, Sorinel
    Topor, Dan Loan
    Tamas, Attila Szora
    Rakos, Ileana-Sorina
    Hint, Mihaela Stefan
    SUSTAINABILITY, 2019, 11 (18)
  • [7] Big Data Analytics for Supply Chain Management
    Leveling, Jens
    Edelbrock, Matthias
    Otto, Boris
    2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2014, : 918 - 922
  • [8] Big Data Analysis on Supply Chain Management
    Rajyashree, R.
    Pathak, Prakarsh
    Upadhayay, Shubham
    Garg, Vaibhav
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMMUNICATION AND ELECTRONICS SYSTEMS (ICCES 2018), 2018, : 1145 - 1150
  • [9] Application of Big Data in Supply Chain Management
    Singh, Ankit
    Jain, Deepak
    Mehta, Ishant
    Mitra, Jishnu
    Agrawal, Saurabh
    MATERIALS TODAY-PROCEEDINGS, 2017, 4 (02) : 1106 - 1115
  • [10] Big Data Driven Supply Chain Management
    Li, Qi
    Liu, Ang
    52ND CIRP CONFERENCE ON MANUFACTURING SYSTEMS (CMS), 2019, 81 : 1089 - 1094