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The interplay of emerging technologies in pharmaceutical supply chain performance: An empirical investigation for the rise of Pharma 4.0

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  • Saha, Esha
  • Rathore, Pradeep
  • Parida, Ratri
  • Rana, Nripendra P.

Abstract

The impact and the relevance of the emerging technologies on the supply chains have attracted researchers and practitioners alike worldwide. Based on the resource-based view and organizational information processing theory, this study attempts to investigate how emerging technologies influence supply chain performance, particularly pharmaceutical supply chain in regards to the rise of Pharma 4.0. The pharmaceutical supply chain processes are considered as the mediators and the emerging technology adoption barriers are proposed as the moderators. The study is evaluated using a survey of pharmaceutical companies in India. The findings indicate that manufacturing, distribution and consumption processes in the supply chain mediate the effects of emerging technologies on supply chain performance; however, mediating effects are weakened due to the presence of intricate barriers. This study thereby empirically investigates the interplay between emerging technologies in pharmaceutical supply chain performance and provides managerial insights with a proposed research framework on how to incorporate and encourage Pharma 4.0 for achieving sustainability in the supply chains.

Suggested Citation

  • Saha, Esha & Rathore, Pradeep & Parida, Ratri & Rana, Nripendra P., 2022. "The interplay of emerging technologies in pharmaceutical supply chain performance: An empirical investigation for the rise of Pharma 4.0," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    • Handle: RePEc:eee:tefoso:v:181:y:2022:i:c:s0040162522002931
    DOI: 10.1016/j.techfore.2022.121768
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    1. Kshetri, Nir, 2016. "Creation, deployment, diffusion and export of Sub-Saharan Africa-originated information technology-related innovations," International Journal of Information Management, Elsevier, vol. 36(6), pages 1274-1287.
    2. Orji, Ifeyinwa Juliet & Kusi-Sarpong, Simonov & Huang, Shuangfa & Vazquez-Brust, Diego, 2020. "Evaluating the factors that influence blockchain adoption in the freight logistics industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    3. Henry Kaiser, 1958. "The varimax criterion for analytic rotation in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(3), pages 187-200, September.
    4. Ker, Jun-Ing & Wang, Yichuan & Hajli, M. Nick & Song, Jiahe & Ker, Cappi W., 2014. "Deploying lean in healthcare: Evaluating information technology effectiveness in U.S. hospital pharmacies," International Journal of Information Management, Elsevier, vol. 34(4), pages 556-560.
    5. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    6. Delic, Mia & Eyers, Daniel R., 2020. "The effect of additive manufacturing adoption on supply chain flexibility and performance: An empirical analysis from the automotive industry," International Journal of Production Economics, Elsevier, vol. 228(C).
    7. Sahebi, Iman Ghasemian & Masoomi, Behzad & Ghorbani, Shahryar, 2020. "Expert oriented approach for analyzing the blockchain adoption barriers in humanitarian supply chain," Technology in Society, Elsevier, vol. 63(C).
    8. Chandwani, Rajesh & De, Rahul & Dwivedi, Yogesh K., 2018. "Telemedicine for low resource settings: Exploring the generative mechanisms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 177-187.
    9. Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
    10. Kulkov, Ignat, 2021. "The role of artificial intelligence in business transformation: A case of pharmaceutical companies," Technology in Society, Elsevier, vol. 66(C).
    11. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    12. Li, Ying & Dai, Jing & Cui, Li, 2020. "The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 229(C).
    13. Chowdhury, Priyabrata & Paul, Sanjoy Kumar & Kaisar, Shahriar & Moktadir, Md. Abdul, 2021. "COVID-19 pandemic related supply chain studies: A systematic review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    14. Chen, Xu & Yang, Huan & Wang, Xiaojun, 2019. "Effects of price cap regulation on the pharmaceutical supply chain," Journal of Business Research, Elsevier, vol. 97(C), pages 281-290.
    15. Lücker, Florian & Seifert, Ralf W., 2017. "Building up Resilience in a Pharmaceutical Supply Chain through Inventory, Dual Sourcing and Agility Capacity," Omega, Elsevier, vol. 73(C), pages 114-124.
    16. Chen, Xu & Li, Shanshan & Wang, Xiaojun, 2020. "Evaluating the effects of quality regulations on the pharmaceutical supply chain," International Journal of Production Economics, Elsevier, vol. 230(C).
    17. Chebolu-Subramanian, Vijaya & Sundarraj, Rangaraja P., 2021. "Essential medicine shortages, procurement process and supplier response: A normative study across Indian states," Social Science & Medicine, Elsevier, vol. 278(C).
    18. Shao, Xue-Feng & Liu, Wei & Li, Yi & Chaudhry, Hassan Rauf & Yue, Xiao-Guang, 2021. "Multistage implementation framework for smart supply chain management under industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    19. Settanni, Ettore & Harrington, Tomás Seosamh & Srai, Jagjit Singh, 2017. "Pharmaceutical supply chain models: A synthesis from a systems view of operations research," Operations Research Perspectives, Elsevier, vol. 4(C), pages 74-95.
    20. Chung, Sung Hoon & Kwon, Changhyun, 2016. "Integrated supply chain management for perishable products: Dynamics and oligopolistic competition perspectives with application to pharmaceuticals," International Journal of Production Economics, Elsevier, vol. 179(C), pages 117-129.
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    2. Abeer Aljohani, 2023. "Predictive Analytics and Machine Learning for Real-Time Supply Chain Risk Mitigation and Agility," Sustainability, MDPI, vol. 15(20), pages 1-26, October.
    3. Barenji, Reza Vatankhah & Hariry, Reza Ebrahimi & Demirkol, Denizhan & Daim, Tugrul U., 2024. "Research landscape analysis for quality in Pharma 4.0 era," Technology in Society, Elsevier, vol. 76(C).

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