TY - JOUR
T1 - Big data analytics and artificial intelligence technologies based collaborative platform empowering absorptive capacity in health care supply chain
T2 - An empirical study
AU - Bag, Surajit
AU - Dhamija, Pavitra
AU - Singh, Rajesh Kumar
AU - Rahman, Muhammad Sabbir
AU - Sreedharan, V. Raja
N1 - Publisher Copyright:
© 2022 Elsevier Inc.
PY - 2022/9/22
Y1 - 2022/9/22
N2 - 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.
AB - 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.
KW - Artificial intelligence
KW - Big data analytics
KW - Collaborative platform
KW - Developing countries
KW - Healthcare business
KW - Healthcare supply chain
KW - Omnichannel
UR - http://www.scopus.com/inward/record.url?scp=85138548580&partnerID=8YFLogxK
U2 - 10.1016/j.jbusres.2022.113315
DO - 10.1016/j.jbusres.2022.113315
M3 - Article
AN - SCOPUS:85138548580
SN - 0148-2963
VL - 154
JO - Journal of Business Research
JF - Journal of Business Research
M1 - 113315
ER -