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Service failures in times of crisis: An analysis of eWOM emotionality

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  • Gerrath, Maximilian H.E.E.
  • Mafael, Alexander
  • Ulqinaku, Aulona
  • Biraglia, Alessandro

Abstract

The COVID-19 pandemic continues to disrupt consumer experiences as well as service operations. Despite the magnitude of this exogenous shock, little is known about the pandemic’s impact on consumers. Building on engagement theory, this study examines consumers’ emotional responses to service failures on social media. Contributing to the brand equity literature, we test whether electronic word-of-mouth (eWOM) emotionality is contingent on brand strength. To do so, we analyzed 327,205 tweets directed at airline brands over the first 12 months of the pandemic in addition to data from a nonaffected period. The models show that consumers’ overall emotionality in tweets was lower during the pandemic than before it. Over the course of the pandemic, levels of joy were lower while levels of sadness and anger were more prominent in tweets directed at weaker brands. Thus, brand strength still acts as a “buffer” if service failures are caused by exogenous shocks.

Suggested Citation

  • Gerrath, Maximilian H.E.E. & Mafael, Alexander & Ulqinaku, Aulona & Biraglia, Alessandro, 2023. "Service failures in times of crisis: An analysis of eWOM emotionality," Journal of Business Research, Elsevier, vol. 154(C).
  • Handle: RePEc:eee:jbrese:v:154:y:2023:i:c:s0148296322008141
    DOI: 10.1016/j.jbusres.2022.113349
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    1. Perez-Cepeda, Maximiliano & Arias-Bolzmann, Leopoldo G., 2022. "Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter," Journal of Business Research, Elsevier, vol. 140(C), pages 384-393.
    2. Ashlee Humphreys & Rebecca Jen-Hui Wang & Eileen FischerEditor & Linda PriceAssociate Editor, 2018. "Automated Text Analysis for Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(6), pages 1274-1306.
    3. Wakefield, Lane T. & Wakefield, Robin L., 2018. "Anxiety and Ephemeral Social Media Use in Negative eWOM Creation," Journal of Interactive Marketing, Elsevier, vol. 41(C), pages 44-59.
    4. Vanitha Swaminathan & Sayan Gupta & Kevin Lane Keller & Donald Lehmann, 2022. "Brand actions and financial consequences: a review of key findings and directions for future research," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 639-664, July.
    5. Folkes, Valerie S, 1984. "Consumer Reactions to Product Failure: An Attributional Approach," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(4), pages 398-409, March.
    6. Sharma, Amalesh & Adhikary, Anirban & Borah, Sourav Bikash, 2020. "Covid-19′s impact on supply chain decisions: Strategic insights from NASDAQ 100 firms using Twitter data," Journal of Business Research, Elsevier, vol. 117(C), pages 443-449.
    7. Esmeralda A. Ramalho & Joaquim J.S. Ramalho & José M.R. Murteira, 2011. "Alternative Estimating And Testing Empirical Strategies For Fractional Regression Models," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 19-68, February.
    8. Kübler, Raoul V. & Colicev, Anatoli & Pauwels, Koen H., 2020. "Social Media's Impact on the Consumer Mindset: When to Use Which Sentiment Extraction Tool?," Journal of Interactive Marketing, Elsevier, vol. 50(C), pages 136-155.
    9. Latinovic, Zoran & Chatterjee, Sharmila C., 2022. "Achieving the promise of AI and ML in delivering economic and relational customer value in B2B," Journal of Business Research, Elsevier, vol. 144(C), pages 966-974.
    10. Alantari, Huwail J. & Currim, Imran S. & Deng, Yiting & Singh, Sameer, 2022. "An empirical comparison of machine learning methods for text-based sentiment analysis of online consumer reviews," International Journal of Research in Marketing, Elsevier, vol. 39(1), pages 1-19.
    11. Liao, Shuling & Cheng, Colin C.J., 2014. "Brand equity and the exacerbating factors of product innovation failure evaluations: A communication effect perspective," Journal of Business Research, Elsevier, vol. 67(1), pages 2919-2925.
    12. Marie Kivi & Isabelle Hansson & Pär Bjälkebring & Derek M Isaacowitz, 2021. "Up and About: Older Adults’ Well-being During the COVID-19 Pandemic in a Swedish Longitudinal Study," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 76(2), pages 4-9.
    13. Jalali, Nima Y. & Papatla, Purushottam, 2019. "Composing tweets to increase retweets," International Journal of Research in Marketing, Elsevier, vol. 36(4), pages 647-668.
    14. Mansur Khamitov & Yany Grégoire & Anshu Suri, 2020. "A systematic review of brand transgression, service failure recovery and product-harm crisis: integration and guiding insights," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 519-542, May.
    15. José M. R. Murteira & Joaquim J. S. Ramalho, 2016. "Regression Analysis of Multivariate Fractional Data," Econometric Reviews, Taylor & Francis Journals, vol. 35(4), pages 515-552, April.
    16. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    17. William Greene, 2004. "Fixed Effects and Bias Due to the Incidental Parameters Problem in the Tobit Model," Econometric Reviews, Taylor & Francis Journals, vol. 23(2), pages 125-147.
    18. Tam Thien Vo & Xinning Xiao & Shuk Ying Ho, 2019. "How Does Corporate Social Responsibility Engagement Influence Word of Mouth on Twitter? Evidence from the Airline Industry," Journal of Business Ethics, Springer, vol. 157(2), pages 525-542, June.
    19. Pantano, Eleonora & Priporas, Constantinos-Vasilios & Devereux, Luke & Pizzi, Gabriele, 2021. "Tweets to escape: Intercultural differences in consumer expectations and risk behavior during the COVID-19 lockdown in three European countries," Journal of Business Research, Elsevier, vol. 130(C), pages 59-69.
    20. Alexander Mafael & Sascha Raithel & Stefan J. Hock, 2022. "Managing customer satisfaction after a product recall: the joint role of remedy, brand equity, and severity," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 174-194, January.
    21. Vanitha Swaminathan & Sayan Gupta & Kevin Lane Keller & Donald Lehmann, 2022. "Correction to: Brand actions and financial consequences: a review of key findings and directions for future research," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 665-665, July.
    22. Fangfang Li & Jorma Larimo & Leonidas C. Leonidou, 2021. "Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 51-70, January.
    23. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    24. Grégoire, Yany & Salle, Audrey & Tripp, Thomas M., 2015. "Managing social media crises with your customers: The good, the bad, and the ugly," Business Horizons, Elsevier, vol. 58(2), pages 173-182.
    25. Hansen, Nele & Kupfer, Ann-Kristin & Hennig-Thurau, Thorsten, 2018. "Brand crises in the digital age: The short- and long-term effects of social media firestorms on consumers and brands," International Journal of Research in Marketing, Elsevier, vol. 35(4), pages 557-574.
    26. Hsu, Liwu & Lawrence, Benjamin, 2016. "The role of social media and brand equity during a product recall crisis: A shareholder value perspective," International Journal of Research in Marketing, Elsevier, vol. 33(1), pages 59-77.
    27. Amankwah-Amoah, Joseph & Khan, Zaheer & Wood, Geoffrey, 2021. "COVID-19 and business failures: The paradoxes of experience, scale, and scope for theory and practice," European Management Journal, Elsevier, vol. 39(2), pages 179-184.
    28. Hazée, Simon & Van Vaerenbergh, Yves & Armirotto, Vincent, 2017. "Co-creating service recovery after service failure: The role of brand equity," Journal of Business Research, Elsevier, vol. 74(C), pages 101-109.
    29. Saura, Jose Ramon & Ribeiro-Soriano, Domingo & Zegarra Saldaña, Pablo, 2022. "Exploring the challenges of remote work on Twitter users' sentiments: From digital technology development to a post-pandemic era," Journal of Business Research, Elsevier, vol. 142(C), pages 242-254.
    30. Brady, Michael K. & Cronin, J. Joseph & Fox, Gavin L. & Roehm, Michelle L., 2008. "Strategies to offset performance failures: The role of brand equity," Journal of Retailing, Elsevier, vol. 84(2), pages 151-164.
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