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How Does Misinformation and Capricious Opinions Impact the Supply Chain - A Study on the Impacts During the Pandemic

Author

Listed:
  • Arpan Kumar Kar

    (Indian Institute of Technology Delhi)

  • Shalini Nath Tripathi

    (Jaipuria Institute of Management)

  • Nishtha Malik

    (Jaipuria Institute of Management)

  • Shivam Gupta

    (NEOMA Business School)

  • Uthayasankar Sivarajah

    (University of Bradford)

Abstract

Misinformation or fake news has had multifaceted ramifications with the onset of the Covid-19 pandemic, creating widespread panic amongst people. This study investigates the impact of misinformation/ fake news (on internet platforms) on consumer buying behavior, impact of fear (created by fake news) on hoarding of essential products and consumer spending and finally impact of misinformation-induced panic buying on supply chain disruptions. It draws upon the consumer decision theory and the cognitive load theory for explaining the psychological and behavioral responses of consumers. The study follows an inductive approach towards theory building using a multi-method approach. Initially, a qualitative research method based on interviews followed by text-mining has been used followed by analysis using python for topic modelling using Latent Dirichlet Allocation (LDA). The findings revealed several prominent themes like consumer shift to online buying, two contrasting spending intentions namely financial security and compensatory consumptions, irrational panic buying, uncertainty/ambiguity of government protocol and norms, social media fraudulent practices and misinformation dissemination, personalized buying experience, reduced trust on news and marketers, logistics and transportation bottlenecks, labor shortage due to migration and plant closures, and bullwhip effect in supply chains.

Suggested Citation

  • Arpan Kumar Kar & Shalini Nath Tripathi & Nishtha Malik & Shivam Gupta & Uthayasankar Sivarajah, 2023. "How Does Misinformation and Capricious Opinions Impact the Supply Chain - A Study on the Impacts During the Pandemic," Annals of Operations Research, Springer, vol. 327(2), pages 713-734, August.
    • Handle: RePEc:spr:annopr:v:327:y:2023:i:2:d:10.1007_s10479-022-04997-6
    DOI: 10.1007/s10479-022-04997-6
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    1. Kar, Arpan Kumar & Dwivedi, Yogesh K., 2020. "Theory building with big data-driven research – Moving away from the “What” towards the “Why”," International Journal of Information Management, Elsevier, vol. 54(C).
    2. Wang, Gang & Gunasekaran, Angappa & Ngai, Eric W.T. & Papadopoulos, Thanos, 2016. "Big data analytics in logistics and supply chain management: Certain investigations for research and applications," International Journal of Production Economics, Elsevier, vol. 176(C), pages 98-110.
    3. Saman Attiq & Hassan Rasool & Shahid Iqbal, 2017. "The Impact of Supportive Work Environment, Trust, and Self-Efficacy on Organizational Learning and Its Effectiveness: A Stimulus-Organism Response Approach," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 9(2), pages 73-100, June.
    4. Laato, Samuli & Islam, A.K.M. Najmul & Farooq, Ali & Dhir, Amandeep, 2020. "Unusual purchasing behavior during the early stages of the COVID-19 pandemic: The stimulus-organism-response approach," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    5. Rolf T. Wigand, 2020. "Whatever happened to disintermediation?," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 39-47, March.
    6. Dhir, Amandeep & Kaur, Puneet & Chen, Sufen & Pallesen, Ståle, 2019. "Antecedents and consequences of social media fatigue," International Journal of Information Management, Elsevier, vol. 48(C), pages 193-202.
    7. Harpreet Kaur & Surya Prakash Singh, 2019. "Sustainable procurement and logistics for disaster resilient supply chain," Annals of Operations Research, Springer, vol. 283(1), pages 309-354, December.
    8. Bermes, Alena, 2021. "Information overload and fake news sharing: A transactional stress perspective exploring the mitigating role of consumers’ resilience during COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    9. Dhir, Amandeep & Yossatorn, Yossiri & Kaur, Puneet & Chen, Sufen, 2018. "Online social media fatigue and psychological wellbeing—A study of compulsive use, fear of missing out, fatigue, anxiety and depression," International Journal of Information Management, Elsevier, vol. 40(C), pages 141-152.
    10. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," NBER Working Papers 23089, National Bureau of Economic Research, Inc.
    11. Boone, Tonya & Ganeshan, Ram & Jain, Aditya & Sanders, Nada R., 2019. "Forecasting sales in the supply chain: Consumer analytics in the big data era," International Journal of Forecasting, Elsevier, vol. 35(1), pages 170-180.
    12. Domenico, Giandomenico Di & Sit, Jason & Ishizaka, Alessio & Nunan, Daniel, 2021. "Fake news, social media and marketing: A systematic review," Journal of Business Research, Elsevier, vol. 124(C), pages 329-341.
    13. Nicholas Berente & Stefan Seidel & Hani Safadi, 2019. "Research Commentary—Data-Driven Computationally Intensive Theory Development," Service Science, INFORMS, vol. 30(1), pages 50-64, March.
    14. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 211-236, Spring.
    15. Sahitya Elluru & Hardik Gupta & Harpreet Kaur & Surya Prakash Singh, 2019. "Proactive and reactive models for disaster resilient supply chain," Annals of Operations Research, Springer, vol. 283(1), pages 199-224, December.
    16. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
    17. Dustin Ormond & Merrill Warkentin & Allen C. Johnston & Samuel C. Thompson, 2016. "Perceived deception: Evaluating source credibility and self-efficacy," Journal of Information Privacy and Security, Taylor & Francis Journals, vol. 12(4), pages 197-217, October.
    18. Behnam Fahimnia & Joseph Sarkis & Angappa Gunasekaran & Reza Farahani, 2017. "Decision models for sustainable supply chain design and management," Annals of Operations Research, Springer, vol. 250(2), pages 277-278, March.
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    1. Malik, Nishtha & Kar, Arpan Kumar & Tripathi, Shalini Nath & Gupta, Shivam, 2023. "Exploring the impact of fairness of social bots on user experience," Technological Forecasting and Social Change, Elsevier, vol. 197(C).

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