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Can tweets be word of mouth that changes risky behaviors?

Author

Listed:
  • Abouk, Rahi
  • Jalali, Nima
  • Papatla, Purushottam

Abstract

There have been few investigations of whether public health campaigns can stimulate online word of mouth to increase their effectiveness. We address this gap through an empirical investigation of whether advertising and social media posts by a public health campaign can generate online word of mouth that can change risky behaviors. Specifically, we investigate a campaign against texting while driving which has been classified as a health epidemic. The campaign, started in 2010, included mass media and digital advertising, and tweets. Our results indicate that digital advertising and tweets by the campaign stimulated retweets of the campaign’s tweets as well as new tweets by people. We further find that people’s tweets reduce the extent of texting while driving. While based on a single campaign, our results suggest that public health campaigns can use social media to generate online word of mouth to change risky behaviors.

Suggested Citation

  • Abouk, Rahi & Jalali, Nima & Papatla, Purushottam, 2024. "Can tweets be word of mouth that changes risky behaviors?," Journal of Business Research, Elsevier, vol. 174(C).
  • Handle: RePEc:eee:jbrese:v:174:y:2024:i:c:s0148296324000055
    DOI: 10.1016/j.jbusres.2024.114501
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    References listed on IDEAS

    as
    1. Raghuram Iyengar & Christophe Van den Bulte & Thomas W. Valente, 2011. "Opinion Leadership and Social Contagion in New Product Diffusion," Marketing Science, INFORMS, vol. 30(2), pages 195-212, 03-04.
    2. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    3. Ho, Jason Y.C. & Dhar, Tirtha & Weinberg, Charles B., 2009. "Playoff payoff: Super Bowl advertising for movies," International Journal of Research in Marketing, Elsevier, vol. 26(3), pages 168-179.
    4. Mitchell J. Lovett & Renana Peres & Linli Xu, 2019. "Can your advertising really buy earned impressions? The effect of brand advertising on word of mouth," Quantitative Marketing and Economics (QME), Springer, vol. 17(3), pages 215-255, September.
    5. Champion, Caitlin & Kuziemsky, Craig & Affleck, Ewan & Alvarez, Gonzalo G., 2019. "A systems approach for modeling health information complexity," International Journal of Information Management, Elsevier, vol. 49(C), pages 343-354.
    6. David Godes & Dina Mayzlin, 2009. "Firm-Created Word-of-Mouth Communication: Evidence from a Field Test," Marketing Science, INFORMS, vol. 28(4), pages 721-739, 07-08.
    7. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    8. Ning Zhong & David A. Schweidel, 2020. "Capturing Changes in Social Media Content: A Multiple Latent Changepoint Topic Model," Marketing Science, INFORMS, vol. 39(4), pages 827-846, July.
    9. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    10. Rose, Randall L & Bearden, William O & Teel, Jesse E, 1992. "An Attributional Analysis of Resistance to Group Pressure Regarding Illicit Drug and Alcohol Consumption," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(1), pages 1-13, June.
    11. Previte, Josephine & Fry, Marie-Louise & Drennan, Judy & Hasan, Syed Fazal E., 2015. "Friends or foes: Group influence effects on moderate drinking behaviors," Journal of Business Research, Elsevier, vol. 68(10), pages 2146-2154.
    12. Sinan Aral & Dylan Walker, 2011. "Creating Social Contagion Through Viral Product Design: A Randomized Trial of Peer Influence in Networks," Management Science, INFORMS, vol. 57(9), pages 1623-1639, February.
    13. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    14. Feng, Jie & Papatla, Purushottam, 2011. "Advertising: Stimulant or Suppressant of Online Word of Mouth?," Journal of Interactive Marketing, Elsevier, vol. 25(2), pages 75-84.
    15. Rahi Abouk & Scott Adams, 2013. "Texting Bans and Fatal Accidents on Roadways: Do They Work? Or Do Drivers Just React to Announcements of Bans?," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 179-199, April.
    16. Gandhi, Mohina & Kar, Arpan Kumar, 2022. "How do Fortune firms build a social presence on social media platforms? Insights from multi-modal analytics," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    17. Jalali, Nima Y. & Papatla, Purushottam, 2019. "Composing tweets to increase retweets," International Journal of Research in Marketing, Elsevier, vol. 36(4), pages 647-668.
    18. Dokyun Lee & Kartik Hosanagar & Harikesh S. Nair, 2018. "Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook," Management Science, INFORMS, vol. 64(11), pages 5105-5131, November.
    19. Khim-Yong Goh & Cheng-Suang Heng & Zhijie Lin, 2013. "Social Media Brand Community and Consumer Behavior: Quantifying the Relative Impact of User- and Marketer-Generated Content," Information Systems Research, INFORMS, vol. 24(1), pages 88-107, March.
    20. Noah J. Goldstein & Robert B. Cialdini & Vladas Griskevicius, 2008. "A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 472-482, March.
    21. Hema Yoganarasimhan, 2012. "Impact of social network structure on content propagation: A study using YouTube data," Quantitative Marketing and Economics (QME), Springer, vol. 10(1), pages 111-150, March.
    22. Romain Cadario & Pierre Chandon, 2019. "Which Healthy Eating Nudges Work Best? A Meta-Analysis of Field Experiments," Post-Print hal-02111755, HAL.
    23. Zhang, Yuchi & Moe, Wendy W. & Schweidel, David A., 2017. "Modeling the role of message content and influencers in social media rebroadcasting," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 100-119.
    24. Bryan Bollinger & Kenneth Gillingham, 2012. "Peer Effects in the Diffusion of Solar Photovoltaic Panels," Marketing Science, INFORMS, vol. 31(6), pages 900-912, November.
    25. Moorman, Christine & Matulich, Erika, 1993. "A Model of Consumers' Preventive Health Behaviors: The Role of Health Motivation and Health Ability," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(2), pages 208-228, September.
    26. Chou, W.-Y.S. & Prestin, A. & Lyons, C. & Wen, K.-Y., 2013. "Web 2.0 for health promotion: Reviewing the current evidence," American Journal of Public Health, American Public Health Association, vol. 103(1), pages 9-18.
    27. Robert M. Bond & Christopher J. Fariss & Jason J. Jones & Adam D. I. Kramer & Cameron Marlow & Jaime E. Settle & James H. Fowler, 2012. "A 61-million-person experiment in social influence and political mobilization," Nature, Nature, vol. 489(7415), pages 295-298, September.
    28. Leandro Rocco & Breno Sampaio, 2016. "Are handheld cell phone and texting bans really effective in reducing fatalities?," Empirical Economics, Springer, vol. 51(2), pages 853-876, September.
    29. Pauwels, Koen & Aksehirli, Zeynep & Lackman, Andrew, 2016. "Like the ad or the brand? Marketing stimulates different electronic word-of-mouth content to drive online and offline performance," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 639-655.
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