Skip to main content
Top

22-03-2023 | Original Article

Factors affecting Consumer Brand Sabotage virality: a study of an Indian brand #boycott

Authors: Rehan Bhatia, Agam Gupta, M. Vimalkumar, Divya Sharma

Published in: Information Systems and e-Business Management

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Research on negative brand relationships has gained traction over the years. However, most of this research has focussed on the cases involving product or service failure by a firm, leaving conflicts arising as a result of values and ethics espoused by a firm relatively unexplored. In this research, we focus on one such case and explore the factors that influence virality of social media content in the context of Consumer Brand Sabotage (CBS). Based on a week of Twitter data pertaining to specific hashtags associated with a brand’s sabotage, we explore how tweet related attributes affect the potential for amplification of the tweets related to the event. We categorize the factors as informational, interactional, and creator specific, and build machine learning (ML) models to predict the retweet likelihood of CBS tweets. We find that while informational factors associated with the tweets (such as, hashtags, URLs and emotions) are important to predict the diffusion of CBS-related tweets, this was not the case for interactional factors (such as, reply, like, quote, etc.). For creator factors, we found that considering the number of followers of the creator in the ML models reduced the predictability of diffusion of CBS-related tweets, and found verified accounts to be of little importance as well. We discuss the implications of these findings for practice and research, and present scope for future research.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
go back to reference Berger J, Milkman KL (2012) What makes online content viral? J Mark Res XLIX:192–205CrossRef Berger J, Milkman KL (2012) What makes online content viral? J Mark Res XLIX:192–205CrossRef
go back to reference Bollen J, Mao H, Pepe A (2011) Modeling public mood and emotion: Twitter sentiment and socio-economic phenomena. In: Proceedings of the fifth international AAAI conference on weblogs and social media, pp 450–453 Bollen J, Mao H, Pepe A (2011) Modeling public mood and emotion: Twitter sentiment and socio-economic phenomena. In: Proceedings of the fifth international AAAI conference on weblogs and social media, pp 450–453
go back to reference Boyd DM (2010) Social network sites as networked publics: affordances, dynamics, and implications. In: Papacharissi Z (ed) Networked self: identity, community, and culture on social network sites. pp 39–58 Boyd DM (2010) Social network sites as networked publics: affordances, dynamics, and implications. In: Papacharissi Z (ed) Networked self: identity, community, and culture on social network sites. pp 39–58
go back to reference Boyd D, Golder S, Lotan G (2010) Tweet, Tweet, Retweet: conversational aspects of Retweeting on Twitter. In: 2010 43rd Hawaii international conference on system sciences. IEEE, Honolulu, HI, pp 1–10 Boyd D, Golder S, Lotan G (2010) Tweet, Tweet, Retweet: conversational aspects of Retweeting on Twitter. In: 2010 43rd Hawaii international conference on system sciences. IEEE, Honolulu, HI, pp 1–10
go back to reference Bruns A, Burgess J (2011) The use of twitter hashtags in the formation of ad hoc publics. In: Proceedings of the 6th European consortium for political research general conference Bruns A, Burgess J (2011) The use of twitter hashtags in the formation of ad hoc publics. In: Proceedings of the 6th European consortium for political research general conference
go back to reference Cha M, Haddadi H, Benevenuto, F, Gummadi KP (2010) Measuring user influence in Twitter: the million follower fallacy. In: Proceedings of the fourth international AAAI conference on weblogs and social media. p 8 Cha M, Haddadi H, Benevenuto, F, Gummadi KP (2010) Measuring user influence in Twitter: the million follower fallacy. In: Proceedings of the fourth international AAAI conference on weblogs and social media. p 8
go back to reference D’Arco M, Marino V, Resciniti R (2019) How to (not) survive a social media firestorm: The Dolce & Gabbana’s Ad Debacle in China. In: Martínez-López FJ, Gázquez-Abad JC, Roggeveen A (eds) Advances in national brand and private label marketing. Springer, Cham, pp 181–189CrossRef D’Arco M, Marino V, Resciniti R (2019) How to (not) survive a social media firestorm: The Dolce & Gabbana’s Ad Debacle in China. In: Martínez-López FJ, Gázquez-Abad JC, Roggeveen A (eds) Advances in national brand and private label marketing. Springer, Cham, pp 181–189CrossRef
go back to reference DeMasi O, Mason D, Ma J (2016) Understanding communities via hashtag engagement: a clustering based approach. In: Tenth international AAAI conference on web and social media DeMasi O, Mason D, Ma J (2016) Understanding communities via hashtag engagement: a clustering based approach. In: Tenth international AAAI conference on web and social media
go back to reference Garimella K, Weber I, De Choudhury M (2016) Quote RTs on Twitter: usage of the new feature for political discourse. In: Proceedings of the 8th ACM conference on web science. ACM, Hannover Germany, pp 200–204 Garimella K, Weber I, De Choudhury M (2016) Quote RTs on Twitter: usage of the new feature for political discourse. In: Proceedings of the 8th ACM conference on web science. ACM, Hannover Germany, pp 200–204
go back to reference Gonçalves RGF (2019) Brand sabotage: managing social media and reputational crises in utility companies. PhD thesis, ISCTE-Instituto Universitario de Lisboa (Portugal) Gonçalves RGF (2019) Brand sabotage: managing social media and reputational crises in utility companies. PhD thesis, ISCTE-Instituto Universitario de Lisboa (Portugal)
go back to reference Gray A (2019) Brands take a stand for good: the effect of brand activism on social media engagement. Honors Theses and Capstones Gray A (2019) Brands take a stand for good: the effect of brand activism on social media engagement. Honors Theses and Capstones
go back to reference Gruzd A, Doiron S, Mai P (2011) Is happiness contagious online? A case of Twitter and the 2010 Winter Olympics. In: 2011 44th Hawaii international conference on system sciences. IEEE, Kauai, HI, pp 1–9 Gruzd A, Doiron S, Mai P (2011) Is happiness contagious online? A case of Twitter and the 2010 Winter Olympics. In: 2011 44th Hawaii international conference on system sciences. IEEE, Kauai, HI, pp 1–9
go back to reference Guerra PC, Souza RCSNP, Assuncao RM, Meira Jr. W (2017) Antagonism also flows through retweets: the impact of out-of-context quotes in opinion polarization analysis. In: Proceedings of the eleventh international AAAI conference on web and social media (ICWSM 2017). p 4 Guerra PC, Souza RCSNP, Assuncao RM, Meira Jr. W (2017) Antagonism also flows through retweets: the impact of out-of-context quotes in opinion polarization analysis. In: Proceedings of the eleventh international AAAI conference on web and social media (ICWSM 2017). p 4
go back to reference Gupta C (2009) Hindu Women, Muslim Men: Love Jihad and conversions. Econ Pol Wkly 44:13–15 Gupta C (2009) Hindu Women, Muslim Men: Love Jihad and conversions. Econ Pol Wkly 44:13–15
go back to reference Herr PM, Kardes FR, Kim J (1991) Effects of word-of-mouth and product-attribute information on persuasion: an accessibility-diagnosticity perspective. J Consum Res 17:454–462CrossRef Herr PM, Kardes FR, Kim J (1991) Effects of word-of-mouth and product-attribute information on persuasion: an accessibility-diagnosticity perspective. J Consum Res 17:454–462CrossRef
go back to reference Hoang T-A, Lim E-P (2012) Virality and susceptibility in information diffusions. In: Proceedings of the sixth international AAAI conference on weblogs and social media. pp 146–153 Hoang T-A, Lim E-P (2012) Virality and susceptibility in information diffusions. In: Proceedings of the sixth international AAAI conference on weblogs and social media. pp 146–153
go back to reference Hutto CJ, Gilbert E (2014) VADER: a parsimonious rule-based model for sentiment analysis of social media text. In: Proceedings of the eighth international AAAI conference on weblogs and social media. p 10 Hutto CJ, Gilbert E (2014) VADER: a parsimonious rule-based model for sentiment analysis of social media text. In: Proceedings of the eighth international AAAI conference on weblogs and social media. p 10
go back to reference Jenders M, Kasneci G, Naumann F (2013) Analyzing and predicting viral tweets. In: Proceedings of the 22nd international conference on world wide web. ACM, Rio de Janeiro Brazil, pp 657–664 Jenders M, Kasneci G, Naumann F (2013) Analyzing and predicting viral tweets. In: Proceedings of the 22nd international conference on world wide web. ACM, Rio de Janeiro Brazil, pp 657–664
go back to reference Kähr A, Nyffenegger B, Krohmer H, Hoyer WD (2018) When consumer brand sabotage harms other consumers relationship with the brand. In: ACR North American Advances Kähr A, Nyffenegger B, Krohmer H, Hoyer WD (2018) When consumer brand sabotage harms other consumers relationship with the brand. In: ACR North American Advances
go back to reference Kähr A, Nyffenegger B, Khamitov M et al (2019) How consumer brand sabotage affects observing consumers: buffering versus amplifying effects of consumers’ prior self-brand connections. In: ACR North American advances Kähr A, Nyffenegger B, Khamitov M et al (2019) How consumer brand sabotage affects observing consumers: buffering versus amplifying effects of consumers’ prior self-brand connections. In: ACR North American advances
go back to reference Malhotra A, Malhotra CK, See A (2012) How to Get Your Messages Retweeted. MIT Sloan Manag Rev Winter 53:61–66 Malhotra A, Malhotra CK, See A (2012) How to Get Your Messages Retweeted. MIT Sloan Manag Rev Winter 53:61–66
go back to reference Meier F, Elsweiler D (2019) Studying politicians’ information sharing on social media. In: Proceedings of the 2019 conference on human information interaction and retrieval. ACM, Glasgow Scotland UK, pp 237–241 Meier F, Elsweiler D (2019) Studying politicians’ information sharing on social media. In: Proceedings of the 2019 conference on human information interaction and retrieval. ACM, Glasgow Scotland UK, pp 237–241
go back to reference Morris MR, Counts S, Roseway A et al (2012) Tweeting is believing? Understanding microblog credibility perceptions. In: Proceedings of the ACM 2012 conference on computer supported cooperative work—CSCW’12. ACM Press, Seattle, Washington, USA, p 441 Morris MR, Counts S, Roseway A et al (2012) Tweeting is believing? Understanding microblog credibility perceptions. In: Proceedings of the ACM 2012 conference on computer supported cooperative work—CSCW’12. ACM Press, Seattle, Washington, USA, p 441
go back to reference Naveed N, Gottron T, Kunegis J, Alhadi AC (2011) Bad news travel fast: a content-based analysis of interestingness on Twitter. In: Proceedings of the 3rd international web science conference on—WebSci’11. ACM Press, Koblenz, pp 1–7 Naveed N, Gottron T, Kunegis J, Alhadi AC (2011) Bad news travel fast: a content-based analysis of interestingness on Twitter. In: Proceedings of the 3rd international web science conference on—WebSci’11. ACM Press, Koblenz, pp 1–7
go back to reference Paul I, Khattar A, Kumaraguru P et al (2019) Elites tweet? Characterizing the Twitter verified user network. In: 2019 IEEE 35th international conference on data engineering workshops (ICDEW). IEEE, Macao, Macao, pp 278–285 Paul I, Khattar A, Kumaraguru P et al (2019) Elites tweet? Characterizing the Twitter verified user network. In: 2019 IEEE 35th international conference on data engineering workshops (ICDEW). IEEE, Macao, Macao, pp 278–285
go back to reference Rodrigues C, Brandão A, Rodrigues P (2021) I can’t stop hating you: an anti-brand-community perspective on apple brand hate. J Prod Brand Manag 30:1115–1133CrossRef Rodrigues C, Brandão A, Rodrigues P (2021) I can’t stop hating you: an anti-brand-community perspective on apple brand hate. J Prod Brand Manag 30:1115–1133CrossRef
go back to reference Romero DM, Meeder B, Kleinberg J (2011) Diifferences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on Twitter. In: WWW 2011. Association for computing machinery, pp 695–704 Romero DM, Meeder B, Kleinberg J (2011) Diifferences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on Twitter. In: WWW 2011. Association for computing machinery, pp 695–704
go back to reference Siano A, Confetto MG, Vollero A, Covucci C (2022) Redefining brand hijacking from a non-collaborative brand co-creation perspective. Brand Manag 31:17 Siano A, Confetto MG, Vollero A, Covucci C (2022) Redefining brand hijacking from a non-collaborative brand co-creation perspective. Brand Manag 31:17
go back to reference Suh B, Hong L, Pirolli P, Chi EH (2010) Want to be Retweeted? Large scale analytics on factors impacting retweet in Twitter Network. In: 2010 IEEE second international conference on social computing. IEEE, Minneapolis, MN, USA, pp 177–184 Suh B, Hong L, Pirolli P, Chi EH (2010) Want to be Retweeted? Large scale analytics on factors impacting retweet in Twitter Network. In: 2010 IEEE second international conference on social computing. IEEE, Minneapolis, MN, USA, pp 177–184
go back to reference Sundar SS (2008) The MAIN model: a heuristic approach to understanding technology effects on credibility. In: Metzger MJ, Flanagin AJ (eds) Digital media, youth, and credibility. The MIT Press, Cambridge, pp 73–100 Sundar SS (2008) The MAIN model: a heuristic approach to understanding technology effects on credibility. In: Metzger MJ, Flanagin AJ (eds) Digital media, youth, and credibility. The MIT Press, Cambridge, pp 73–100
go back to reference Treem JW, Leonardi PM (2012) Social media use in organizations: exploring the affordances of visibility, editability, persistence, and association. Commun Yearb 36:143–189 Treem JW, Leonardi PM (2012) Social media use in organizations: exploring the affordances of visibility, editability, persistence, and association. Commun Yearb 36:143–189
go back to reference Truong H-B, Jesudoss SP, Molesworth M (2022) Consumer mischief as playful resistance to marketing in Twitter hashtag hijacking. J Consum Behav 21:828–841CrossRef Truong H-B, Jesudoss SP, Molesworth M (2022) Consumer mischief as playful resistance to marketing in Twitter hashtag hijacking. J Consum Behav 21:828–841CrossRef
go back to reference Tsur O, Rappoport A (2012) What’s in a hashtag? Content based prediction of the spread of ideas in microblogging communities. In: WSDM’12. pp 643–652 Tsur O, Rappoport A (2012) What’s in a hashtag? Content based prediction of the spread of ideas in microblogging communities. In: WSDM’12. pp 643–652
go back to reference Vaidya T, Votipka D, Mazurek ML, Sherr M (2019) Does being verified make you more credible? Account verification’s effect on tweet credibility. In: Proceedings of the 2019 CHI conference on human factors in computing systems. ACM, Glasgow Scotland UK, pp 1–13 Vaidya T, Votipka D, Mazurek ML, Sherr M (2019) Does being verified make you more credible? Account verification’s effect on tweet credibility. In: Proceedings of the 2019 CHI conference on human factors in computing systems. ACM, Glasgow Scotland UK, pp 1–13
go back to reference Varol O, Ferrara E, Davis C et al (2017) Online human-bot interactions: Detection, estimation, and characterization. In: Proceedings of the international AAAI conference on web and social media. pp 280–289 Varol O, Ferrara E, Davis C et al (2017) Online human-bot interactions: Detection, estimation, and characterization. In: Proceedings of the international AAAI conference on web and social media. pp 280–289
go back to reference Wang Y, Liu X, Luo J (2017) Tactics and tallies: a study of the 2016 U.S. Presidential Campaign Using Twitter `Likes’. In: The workshops of the eleventh international AAAI conference on web and social media. p 8 Zhang Wang Y, Liu X, Luo J (2017) Tactics and tallies: a study of the 2016 U.S. Presidential Campaign Using Twitter `Likes’. In: The workshops of the eleventh international AAAI conference on web and social media. p 8 Zhang
go back to reference Xu Z, Yang Q (2012) Analyzing user retweet behavior on Twitter. In: 2012 IEEE/ACM international conference on advances in social networks analysis and mining. IEEE, Istanbul, pp 46–50 Xu Z, Yang Q (2012) Analyzing user retweet behavior on Twitter. In: 2012 IEEE/ACM international conference on advances in social networks analysis and mining. IEEE, Istanbul, pp 46–50
Metadata
Title
Factors affecting Consumer Brand Sabotage virality: a study of an Indian brand #boycott
Authors
Rehan Bhatia
Agam Gupta
M. Vimalkumar
Divya Sharma
Publication date
22-03-2023
Publisher
Springer Berlin Heidelberg
Published in
Information Systems and e-Business Management
Print ISSN: 1617-9846
Electronic ISSN: 1617-9854
DOI
https://doi.org/10.1007/s10257-023-00628-0