Big data analytics and artificial intelligence technologies based collaborative platform empowering absorptive capacity in health care supply chain: An empirical study

被引:61
|
作者
Bag, Surajit [1 ]
Dhamija, Pavitra [2 ,3 ]
Singh, Rajesh Kumar [4 ]
Rahman, Muhammad Sabbir [5 ]
Sreedharan, V. Raja [6 ]
机构
[1] Inst Management Technol, Ghaziabad, India
[2] Thapar Inst Engn & Technol, LM Thapar Sch Management, Patiala, Punjab, India
[3] Univ Johannesburg, Fac Engn & Built Environm, Dept Construct Management & Quant Surveying, Johannesburg, South Africa
[4] Management Dev Inst, Gurgaon, India
[5] North South Univ, Dept Mkt & Int Business, Dhaka, Bangladesh
[6] Univ Bradford, Sch Management, Bradford, England
关键词
Omnichannel; Healthcare business; Artificial intelligence; Big data analytics; Collaborative platform; Healthcare supply chain; Developing countries; OPERATIONS MANAGEMENT; ORGANIZATIONAL PERFORMANCE; PREDICTIVE ANALYTICS; INFORMATION-SYSTEMS; INNOVATION; FUTURE; ALPHA; BUSINESS; IMPACT; MODEL;
D O I
10.1016/j.jbusres.2022.113315
中图分类号
F [经济];
学科分类号
02 ;
摘要
The healthcare supply chain involves the manufacturing and delivery of medicines at the right time, at the right place, and in the correct quantity. In the world of uncertainties, especially deadly pandemics, the digitalization of the healthcare supply chain has emerged as one of the urgent phenomena to implement, for which organizations are focussing on the omnichannel healthcare approach. This paper explores (a) the antecedents of big data analytics and artificial intelligence (BDA-AI) technology-based collaborative platform for empowering absorptive capacity in omnichannel health care processes; (b) the effect of BDA-AI collaborative platform powered absorptive capacity in omnichannel health care processes and organization performance. The data is collected using a structured questionnaire from healthcare supply chain executives working in South Africa. The findings indicate that the involvement of managerial factors will improve the capacity of health care organizations to develop a BDA-AI technology-driven collaborative platform to assimilate, transfer and exploit critical information from large data sets. It will capacitate healthcare supply chains to deliver innovative performance to healthcare businesses. This work is the first of its kind to examine big data-based knowledge gained in the context of the omnichannel supply chain.
引用
收藏
页数:18
相关论文
共 23 条
  • [1] IMPACTS OF BIG DATA ANALYTICS AND ABSORPTIVE CAPACITY ON SUSTAINABLE SUPPLY CHAIN INNOVATION: A CONCEPTUAL FRAMEWORK
    Rodriguez, Lineth
    Da Cunha, Catherine
    LOGFORUM, 2018, 14 (02) : 151 - 161
  • [2] The role of absorptive capacity and big data analytics in strategic purchasing and supply chain management decisions
    Patrucco, Andrea S.
    Marzi, Giacomo
    Trabucchi, Daniel
    TECHNOVATION, 2023, 126
  • [3] Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review
    Zamani, Efpraxia D.
    Smyth, Conn
    Gupta, Samrat
    Dennehy, Denis
    ANNALS OF OPERATIONS RESEARCH, 2023, 327 (02) : 605 - 632
  • [4] Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review
    Efpraxia D. Zamani
    Conn Smyth
    Samrat Gupta
    Denis Dennehy
    Annals of Operations Research, 2023, 327 : 605 - 632
  • [5] A Framework Based on Blockchain, Artificial Intelligence, and Big Data Analytics to Leverage Supply Chain Resilience considering the COVID-19
    Wamba, Samuel Fosso
    Queiroz, Maciel M.
    IFAC PAPERSONLINE, 2022, 55 (10): : 2396 - 2401
  • [6] Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication
    Chen, Chin-Tsu
    Chen, Shih-Chih
    Khan, Asif
    Lim, Ming K.
    Tseng, Ming-Lang
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2024, 124 (10) : 2899 - 2918
  • [7] How big data analytics and artificial intelligence facilitate digital supply chain transformation: the role of integration and agility
    Ma, Lina
    Chang, Ruijie
    MANAGEMENT DECISION, 2024,
  • [8] The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance
    Benzidia, Smail
    Makaoui, Naouel
    Bentahar, Omar
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 165
  • [9] The contemporary state of big data analytics and artificial intelligence towards intelligent supply chain risk management: a comprehensive review
    Shah, Harsh M.
    Gardas, Bhaskar B.
    Narwane, Vaibhav S.
    Mehta, Hitansh S.
    KYBERNETES, 2023, 52 (05) : 1643 - 1697
  • [10] Big Data Logistics Service Supply Chain Innovation Model Based on Artificial Intelligence and Blockchain
    Zhang, Xin
    Shi, Xiaomin
    Pan, Wenan
    MOBILE INFORMATION SYSTEMS, 2022, 2022