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Consumer communications and current events: a cross-cultural study of the change in consumer response to company social media posts due to the COVID-19 pandemic

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  • Jia Li

    (Wake Forest University)

  • Rachel McCrary

Abstract

The COVID-19 pandemic has changed the lives of consumers in virtually every nation. Based upon the theory of psychological reactance and psychoevolutionary theory of emotion, we hypothesize how such lifestyle changes affect consumers perceiving and responding to companies' communications messages. The theories also suggest that consumers in different cultures may respond to COVID-19 differently. To test our hypotheses, we implemented a Python scraper to collect companies’ Instagram posts pre- and during the COVID-19 lockdown. A machine learning algorithm was applied on the collected post photos to automatically identify certain photo characteristics, such as indoor versus outdoor, and with a single person versus many people; a text mining and sentiment analysis was implemented on the collected post captions to identify the salient emotion each caption exhibited, such as joy and anticipation. After that, we conducted a regression discontinuity analysis of photo characteristics or caption emotion on number of likes or comments to identify consumers’ response change due to the COVID-19 pandemic. The estimation results supported our hypotheses and suggested tactics that could improve consumer communications effectiveness in this changed time. Viewing COVID-19 as an example of a current event in the ever-changing world, this paper suggests that such events could impact consumer response and behavior, and that companies’ marketing and advertising strategies should be responsive to such events.

Suggested Citation

  • Jia Li & Rachel McCrary, 2022. "Consumer communications and current events: a cross-cultural study of the change in consumer response to company social media posts due to the COVID-19 pandemic," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(2), pages 173-183, June.
    • Handle: RePEc:pal:jmarka:v:10:y:2022:i:2:d:10.1057_s41270-021-00138-3
    DOI: 10.1057/s41270-021-00138-3
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    References listed on IDEAS

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    1. Clee, Mona A & Wicklund, Robert A, 1980. "Consumer Behavior and Psychological Reactance," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 6(4), pages 389-405, March.
    2. Joan Meyers-Levy & Rui (Juliet) Zhu, 2007. "The Influence of Ceiling Height: The Effect of Priming on the Type of Processing That People Use," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(2), pages 174-186, June.
    3. John DiNardo & David S. Lee, 2004. "Economic Impacts of New Unionization on Private Sector Employers: 1984–2001," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1383-1441.
    4. Jonathan Levav & Rui (Juliet) Zhu, 2009. "Seeking Freedom through Variety," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(4), pages 600-610, December.
    5. Ran Kivetz, 2005. "Promotion Reactance: The Role of Effort-Reward Congruity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 31(4), pages 725-736, March.
    6. Maria Petrescu & Anjala S. Krishen, 2021. "Focusing on the quality and performance implications of marketing analytics," Journal of Marketing Analytics, Palgrave Macmillan, vol. 9(3), pages 155-156, September.
    7. Gavan J. Fitzsimons & Donald R. Lehmann, 2004. "Reactance to Recommendations: When Unsolicited Advice Yields Contrary Responses," Marketing Science, INFORMS, vol. 23(1), pages 82-94, September.
    8. Aaker, Jennifer L & Maheswaran, Durairaj, 1997. "The Effect of Cultural Orientation on Persuasion," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(3), pages 315-328, December.
    9. MacInnis, Deborah J. & Chun, Hae Eun, 2007. "Understanding Hope and its Implications for Consumer Behavior: I Hope, Therefore I Consume," Foundations and Trends(R) in Marketing, now publishers, vol. 1(2), pages 97-189, August.
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    2. Dimitrios Zoupos & George Spais, 2023. "Digital marketing of nutraceutical and pharmaceutical supplements: marketing ethics and consumer comfort," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(3), pages 331-351, September.

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