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Do social media influencers influence the vaccination drive? An application of source credibility theory and uses and gratification theory

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  • Alam, Faizan
  • Tao, Meng
  • Rastogi, Rashmi
  • Mendiratta, Aparna
  • Attri, Rekha

Abstract

The role of social media influencers (SMIs) in promoting COVID-19 vaccination drives has caught the attention of scholars and practitioners worldwide but remains understudied in India. This is a significant knowledge gap as SMIs can assist policymakers and healthcare professionals in reaching the general public. The present study addresses this gap by examining how Indian SMI's features and activities can influence their followers' willingness to vaccinate by employing source credibility and uses and gratification theory. Using Structural Equation Modeling (SEM), we used cross-sectional data from 746 Indians (North capital region) to test the measurement and structural model grounded in two theoretical lenses. The results show that SMIs positively and significantly influence their followers' inclination to take the COVID-19 vaccine. This positive relationship strengthens the SMI's relationship with their followers from the COVID-19 vaccine perspective (Vaccine information and awareness). Moreover, the perceived threat of social isolation (PTSI) moderates the relationship between trust in the vaccines and the willingness to take them and promotes the understanding of anti-vaccine behaviors. Also, the study confirms the mediation role of vaccine information and awareness among features of SMI's and trust in the vaccine. This study contributes to the current literature by proposing social media influencers as the COVID-19 savior. Additionally, the moderation role of the perceived threat of social isolation (PTSI) offers unique insights into how contextual and individual factors can affect SMI followers.

Suggested Citation

  • Alam, Faizan & Tao, Meng & Rastogi, Rashmi & Mendiratta, Aparna & Attri, Rekha, 2024. "Do social media influencers influence the vaccination drive? An application of source credibility theory and uses and gratification theory," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    • Handle: RePEc:eee:tefoso:v:198:y:2024:i:c:s0040162523006583
    DOI: 10.1016/j.techfore.2023.122973
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    as
    1. Vanderslott, Samantha, 2019. "Exploring the meaning of pro-vaccine activism across two countries," Social Science & Medicine, Elsevier, vol. 222(C), pages 59-66.
    2. Komal Shamim & Tahir Islam, 2022. "Digital influencer marketing: How message credibility and media credibility affect trust and impulsive buying," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 32(4), pages 601-626, October.
    3. Weismueller, Jason & Harrigan, Paul & Wang, Shasha & Soutar, Geoffrey N., 2020. "Influencer endorsements: How advertising disclosure and source credibility affect consumer purchase intention on social media," Australasian marketing journal, Elsevier, vol. 28(4), pages 160-170.
    4. Meng Tao & Faizan Alam & Muhammad Zahid Nawaz & Jashim Khan, 2021. "The Role of Cultural Intelligence in the Relationship Between Platform Trust and Loyalty: The Perspective From OTA Platforms," International Journal of Online Marketing (IJOM), IGI Global, vol. 11(2), pages 17-31, April.
    5. Talwar, Shalini & Dhir, Amandeep & Singh, Dilraj & Virk, Gurnam Singh & Salo, Jari, 2020. "Sharing of fake news on social media: Application of the honeycomb framework and the third-person effect hypothesis," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    6. Ammar Redza Ahmad Rizal & Shahrina Md Nordin & Wan Fatimah Wan Ahmad & Muhammad Jazlan Ahmad Khiri & Siti Haslina Hussin, 2022. "How Does Social Media Influence People to Get Vaccinated? The Elaboration Likelihood Model of a Person’s Attitude and Intention to Get COVID-19 Vaccines," IJERPH, MDPI, vol. 19(4), pages 1-20, February.
    7. Ann Majchrzak & Arvind Malhotra & Richard John, 2005. "Perceived Individual Collaboration Know-How Development Through Information Technology–Enabled Contextualization: Evidence from Distributed Teams," Information Systems Research, INFORMS, vol. 16(1), pages 9-27, March.
    8. Jeakang Heo & Yongjune Kim & Jinzhe Yan, 2020. "Sustainability of Live Video Streamer’s Strategies: Live Streaming Video Platform and Audience’s Social Capital in South Korea," Sustainability, MDPI, vol. 12(5), pages 1-13, March.
    9. Colleen M. Harmeling & Jordan W. Moffett & Mark J. Arnold & Brad D. Carlson, 2017. "Toward a theory of customer engagement marketing," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 312-335, May.
    10. Bullini Orlandi, Ludovico & Febo, Valentina & Perdichizzi, Salvatore, 2022. "The role of religiosity in product and technology acceptance: Evidence from COVID-19 vaccines," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    11. Sara Hanson & Lan Jiang & Darren Dahl, 2019. "Enhancing consumer engagement in an online brand community via user reputation signals: a multi-method analysis," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 349-367, March.
    12. Saleem, Sumera & Feng, Yang & Luqman, Adeel, 2021. "Excessive SNS use at work, technological conflicts and employee performance: A social-cognitive-behavioral perspective," Technology in Society, Elsevier, vol. 65(C).
    13. Sheng, Jie, 2019. "Being Active in Online Communications: Firm Responsiveness and Customer Engagement Behaviour," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 40-51.
    14. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    15. Suraj Kushe Shekhar, 2022. "Social Marketing Plan to Decrease the COVID-19 Vaccine Hesitancy among Senior Citizens in Rural India," Sustainability, MDPI, vol. 14(13), pages 1-11, June.
    16. Sokolova, Karina & Perez, Charles, 2021. "You follow fitness influencers on YouTube. But do you actually exercise? How parasocial relationships, and watching fitness influencers, relate to intentions to exercise," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    17. Dimitri Laroutis & Philippe Boistel & Mustafeed Zaman, 2023. "Purchasing intentions and digital influencers," International Journal of Internet Marketing and Advertising, Inderscience Enterprises Ltd, vol. 19(1/2), pages 172-191.
    18. Grinin, Leonid & Grinin, Anton & Korotayev, Andrey, 2022. "COVID-19 pandemic as a trigger for the acceleration of the cybernetic revolution, transition from e-government to e-state, and change in social relations," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    19. Lie Ao & Rohit Bansal & Nishita Pruthi & Muhammad Bilawal Khaskheli, 2023. "Impact of Social Media Influencers on Customer Engagement and Purchase Intention: A Meta-Analysis," Sustainability, MDPI, vol. 15(3), pages 1-15, February.
    20. Jabeen, Fauzia & Tandon, Anushree & Sithipolvanichgul, Juthamon & Srivastava, Shalini & Dhir, Amandeep, 2023. "Social media-induced fear of missing out (FoMO) and social media fatigue: The role of narcissism, comparison and disclosure," Journal of Business Research, Elsevier, vol. 159(C).
    21. Zhou, Shuang & Blazquez, Marta & McCormick, Helen & Barnes, Liz, 2021. "How social media influencers’ narrative strategies benefit cultivating influencer marketing: Tackling issues of cultural barriers, commercialised content, and sponsorship disclosure," Journal of Business Research, Elsevier, vol. 134(C), pages 122-142.
    22. Shah, Zakir & Chu, Jianxun & Feng, Bo & Qaisar, Sara & Ghani, Usman & Hassan, Zameer, 2019. "If you care, I care: Perceived social support and public engagement via SNSs during crises," Technology in Society, Elsevier, vol. 59(C).
    23. Sokolova, Karina & Kefi, Hajer, 2020. "Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    24. Lee, Sang M. & Lee, DonHee, 2021. "Opportunities and challenges for contactless healthcare services in the post-COVID-19 Era," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    25. Clay M. Voorhees & Michael K. Brady & Roger Calantone & Edward Ramirez, 2016. "Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 119-134, January.
    26. L. Bullini Orlandi & Valentina Febo & S. Perdichizzi, 2022. "The Role of Religiosity in Product and Technology Acceptance: Evidence from COVID-19 Vaccines," Post-Print hal-04454683, HAL.
    27. Muhammad Waseem Bari & Muhammad Abrar & Mohsin Bashir & Sajjad Ahmad Baig & Meng Fanchen, 2019. "Soft Issues During Cross-Border Mergers and Acquisitions and Industry Performance, China–Pakistan Economic Corridor Based View," SAGE Open, , vol. 9(2), pages 21582440198, April.
    28. Fuller, Christie M. & Simmering, Marcia J. & Atinc, Guclu & Atinc, Yasemin & Babin, Barry J., 2016. "Common methods variance detection in business research," Journal of Business Research, Elsevier, vol. 69(8), pages 3192-3198.
    29. Jie Zhao & Jianfei Wang, 2020. "Health Advertising on Short-Video Social Media: A Study on User Attitudes Based on the Extended Technology Acceptance Model," IJERPH, MDPI, vol. 17(5), pages 1-21, February.
    30. Ruta Clair & Maya Gordon & Matthew Kroon & Carolyn Reilly, 2021. "The effects of social isolation on well-being and life satisfaction during pandemic," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-6, December.
    31. Erjavec, Jure & Manfreda, Anton, 2022. "Online shopping adoption during COVID-19 and social isolation: Extending the UTAUT model with herd behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    32. Yeonjae Ryu & Sunhee Kim & Seoyong Kim, 2018. "Does Trust Matter? Analyzing the Impact of Trust on the Perceived Risk and Acceptance of Nuclear Power Energy," Sustainability, MDPI, vol. 10(3), pages 1-19, March.
    33. Liu, Ning & Chen, Zhuo & Bao, Guoxian, 2021. "Role of media coverage in mitigating COVID-19 transmission: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
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