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2023 | OriginalPaper | Buchkapitel

Black Friday vs. Green Friday: A Comparative Sentiment Analysis of Spanish Social Media Users’ Perceptions

verfasst von : Michele Girotto, Ana Maria Argila Irurita, María Luisa Solé Moro

Erschienen in: Advances in Digital Marketing and eCommerce

Verlag: Springer Nature Switzerland

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Abstract

The main objective of this study was to assess the marketing practices of companies related to Black Friday and Green Friday 2022 events in the Spanish market. This assessment was approached from the perspective of consumers by using the method of sentiment analysis of Spanish users who interact with companies through Facebook, Twitter and Instagram social network accounts. The study sample is made up of 8 companies, with a total of 4,342 comments received between November 2 and December 4, 2022. Data was collected with the data miner application exportcomments and sentiment analysis was performed at Atlas.ti based on pre-processed data. Based on content analysis, negative sentiments were clustered into 8 categories while positive sentiments were grouped into 5 main theme categories. Most of the sentiment analysis results indicated that companies that carried out the Black Friday promotional event approach showed data with highest negative consumer sentiment compared to companies that carried out Green Friday practices, which were mostly related to a more educational consumer approach to promotional events. This study emphasizes the critical and active attitude towards Black Friday discounts and the influence of consumers’ previous experiences with the brand and brand image, which affect consumer expectations on Green Friday or Black Friday approaches by companies.

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Literatur
Zurück zum Zitat Ahmed, W., Bath, P.A., Demartini, G.: Using Twitter as a data source: an overview of ethical, legal, and methodological challenges. In: Woodfield, K. (eds.) The Ethics of Online Research (Advances in Research Ethics and Integrity. Emerald Publishing Limited, pp. 79–107 (2017) Ahmed, W., Bath, P.A., Demartini, G.: Using Twitter as a data source: an overview of ethical, legal, and methodological challenges. In: Woodfield, K. (eds.) The Ethics of Online Research (Advances in Research Ethics and Integrity. Emerald Publishing Limited, pp. 79–107 (2017)
Zurück zum Zitat Ataman, F., Özgüner, O.: Determination of social media users’ perceptions about “Black Friday” activity via sentiment analysis. Int. J. Multi. Curr. Educ. Res. 3(3), 361–371 (2021) Ataman, F., Özgüner, O.: Determination of social media users’ perceptions about “Black Friday” activity via sentiment analysis. Int. J. Multi. Curr. Educ. Res. 3(3), 361–371 (2021)
Zurück zum Zitat Azionya, C.M., Nhedzi, A.: The digital divide and higher education challenges with emergency online learning: an analysis of tweets in the wake of the Covid-19 Lockdown. Turkish Online J. Dist. Educ. 22(4), 164–182 (2021)CrossRef Azionya, C.M., Nhedzi, A.: The digital divide and higher education challenges with emergency online learning: an analysis of tweets in the wake of the Covid-19 Lockdown. Turkish Online J. Dist. Educ. 22(4), 164–182 (2021)CrossRef
Zurück zum Zitat Bag, S., Tiwari, M.K., Chan, F.T.S.: Predicting the consumer’s purchase intention of durable goods: an attribute-level analysis. J. Bus. Res. 94, 408–419 (2019)CrossRef Bag, S., Tiwari, M.K., Chan, F.T.S.: Predicting the consumer’s purchase intention of durable goods: an attribute-level analysis. J. Bus. Res. 94, 408–419 (2019)CrossRef
Zurück zum Zitat Bell, G.C., Weathers, M.R., Hastings, S.O., Peterson, E.B.: Investigating the celebration of black Friday as a communication ritual. J. Creat. Commun. 9(3), 235–251 (2014)CrossRef Bell, G.C., Weathers, M.R., Hastings, S.O., Peterson, E.B.: Investigating the celebration of black Friday as a communication ritual. J. Creat. Commun. 9(3), 235–251 (2014)CrossRef
Zurück zum Zitat Cheng, M., Jin, X.: What do Airbnb users care about? An analysis of online review comments. Int. J. Hosp. Manag. 76, 58–70 (2019)CrossRef Cheng, M., Jin, X.: What do Airbnb users care about? An analysis of online review comments. Int. J. Hosp. Manag. 76, 58–70 (2019)CrossRef
Zurück zum Zitat Cho, J.Y., Lee, E.: Reducing confusion about grounded theory and qualitative content analysis: similarities and differences. Qual. Rep. 19(32), 1–20 (2014) Cho, J.Y., Lee, E.: Reducing confusion about grounded theory and qualitative content analysis: similarities and differences. Qual. Rep. 19(32), 1–20 (2014)
Zurück zum Zitat Cody, E.M., Reagan, A., Peter, A.J., Dodds, S., Danforth, C.M.: Public opinion polling with Twitter. Phsysics and Society (2016) Cody, E.M., Reagan, A., Peter, A.J., Dodds, S., Danforth, C.M.: Public opinion polling with Twitter. Phsysics and Society (2016)
Zurück zum Zitat Flyverbom, M., Deibert, R., Matten, D.: The governance of digital technology, big data, and the internet: new roles and responsibilities for business. Bus. Soc. 58(1), 3–19 (2017)CrossRef Flyverbom, M., Deibert, R., Matten, D.: The governance of digital technology, big data, and the internet: new roles and responsibilities for business. Bus. Soc. 58(1), 3–19 (2017)CrossRef
Zurück zum Zitat Harrison, R., Reilly, T., Gentry, J.: Black Friday: a video-ethnography of an experiential shopping event. In: Campbell, M.C., Inman, J., Pieters, R. (eds.) NA - Advances in Consumer Research Volume. Association for Consumer Research, MN, vol. 733 (2010) Harrison, R., Reilly, T., Gentry, J.: Black Friday: a video-ethnography of an experiential shopping event. In: Campbell, M.C., Inman, J., Pieters, R. (eds.) NA - Advances in Consumer Research Volume. Association for Consumer Research, MN, vol. 733 (2010)
Zurück zum Zitat Helm, S.: Viral marketing - establishing customer relationships by “word-of-mouse. Electron. Mark. 10(3), 158–161 (2000)CrossRef Helm, S.: Viral marketing - establishing customer relationships by “word-of-mouse. Electron. Mark. 10(3), 158–161 (2000)CrossRef
Zurück zum Zitat IAB. Estudio de Redes Sociales 2022 (2022) IAB. Estudio de Redes Sociales 2022 (2022)
Zurück zum Zitat Jimenez-Marquez, J.L., Gonzalez-Carrasco, I., Lopez-Cuadrado, J.L., Ruiz-Mezcua, B.: Towards a big data framework for analyzing social media content. Int. J. Inf. Manage. 44, 1–12 (2019)CrossRef Jimenez-Marquez, J.L., Gonzalez-Carrasco, I., Lopez-Cuadrado, J.L., Ruiz-Mezcua, B.: Towards a big data framework for analyzing social media content. Int. J. Inf. Manage. 44, 1–12 (2019)CrossRef
Zurück zum Zitat Khodabakhsh, M., Kahani, M., Bagheri, E., Noorian, Z.: Detecting life events from twitter based on temporal semantic features. Knowl.-Based Syst. 148, 1–16 (2018)CrossRef Khodabakhsh, M., Kahani, M., Bagheri, E., Noorian, Z.: Detecting life events from twitter based on temporal semantic features. Knowl.-Based Syst. 148, 1–16 (2018)CrossRef
Zurück zum Zitat Lee, E., Weder, F.: Framing sustainable fashion concepts on social media. An analysis of #slowfashionaustralia Instagram posts and post-COVID visions of the future. Sustainability 13(17), 9976 (2021)CrossRef Lee, E., Weder, F.: Framing sustainable fashion concepts on social media. An analysis of #slowfashionaustralia Instagram posts and post-COVID visions of the future. Sustainability 13(17), 9976 (2021)CrossRef
Zurück zum Zitat Lennon, S.J., Kim, M., Lee, J., Johnson, K.K.P.: Consumer emotions on black Friday: antecedents and consequence. J. Res. Consum. 32, 70–109 (2018) Lennon, S.J., Kim, M., Lee, J., Johnson, K.K.P.: Consumer emotions on black Friday: antecedents and consequence. J. Res. Consum. 32, 70–109 (2018)
Zurück zum Zitat Mehmetoglu, M., Dann, G.M.S.: Atlas/ti and content/semiotic analysis in tourism research. Tour. Anal. 8(1), 1–13 (2002)CrossRef Mehmetoglu, M., Dann, G.M.S.: Atlas/ti and content/semiotic analysis in tourism research. Tour. Anal. 8(1), 1–13 (2002)CrossRef
Zurück zum Zitat Mogaji, E., Erkan, I.: Insight into consumer experience on UK train transportation services. Travel Behav. Soc. 14, 21–33 (2019)CrossRef Mogaji, E., Erkan, I.: Insight into consumer experience on UK train transportation services. Travel Behav. Soc. 14, 21–33 (2019)CrossRef
Zurück zum Zitat Palos-Sanchez, P., Saura, J.R., Martin-Velicia, F.: A study of the effects of programmatic advertising on users’ concerns about privacy overtime. J. Bus. Res. 96, 61–72 (2019)CrossRef Palos-Sanchez, P., Saura, J.R., Martin-Velicia, F.: A study of the effects of programmatic advertising on users’ concerns about privacy overtime. J. Bus. Res. 96, 61–72 (2019)CrossRef
Zurück zum Zitat Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retr. 2(1–2), 1–135 (2008)CrossRef Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retr. 2(1–2), 1–135 (2008)CrossRef
Zurück zum Zitat Reyes-Menendez, A., Saura, J.R., Alvarez-Alonso, C.: Understanding #WorldEnvironmentDay user opinions in twitter: a topic-based sentiment analysis approach. Int. J. Environ. Res. Public Health 15(11), 2537 (2018)CrossRef Reyes-Menendez, A., Saura, J.R., Alvarez-Alonso, C.: Understanding #WorldEnvironmentDay user opinions in twitter: a topic-based sentiment analysis approach. Int. J. Environ. Res. Public Health 15(11), 2537 (2018)CrossRef
Zurück zum Zitat Sailer, A., Wilfing, H., Straus, E.: Greenwashing and bluewashing in black Friday-related sustainable fashion marketing on Instagram. Sustainability 14(3), 1494 (2022)CrossRef Sailer, A., Wilfing, H., Straus, E.: Greenwashing and bluewashing in black Friday-related sustainable fashion marketing on Instagram. Sustainability 14(3), 1494 (2022)CrossRef
Zurück zum Zitat Saura, J.R., Reyes-Menendez, A., Palos-Sanchez, P.: Are black Friday deals worth it? Mining twitter users’ sentiment and behavior response. J. Open Innov. Technol. Market Complexity 5(3), 58 (2019)CrossRef Saura, J.R., Reyes-Menendez, A., Palos-Sanchez, P.: Are black Friday deals worth it? Mining twitter users’ sentiment and behavior response. J. Open Innov. Technol. Market Complexity 5(3), 58 (2019)CrossRef
Zurück zum Zitat Schreier, M.: Qualitative Content Analysis in Practice. Sage, Thousand Oaks (2012) Schreier, M.: Qualitative Content Analysis in Practice. Sage, Thousand Oaks (2012)
Zurück zum Zitat Sugiura, L., Wiles, R.R., Pope, C.: Ethical challenges in online research: Public/private perceptions. Res. Ethics 13(3–4), 184–199 (2017) Sugiura, L., Wiles, R.R., Pope, C.: Ethical challenges in online research: Public/private perceptions. Res. Ethics 13(3–4), 184–199 (2017)
Zurück zum Zitat Tan, X., Yen, D.C., Fang, X.: Internet integrated customer relationship management a key success factor for companies in the e-commerce arena. J. Comput. Inf. Syst. 42(3), 77–86 (2002) Tan, X., Yen, D.C., Fang, X.: Internet integrated customer relationship management a key success factor for companies in the e-commerce arena. J. Comput. Inf. Syst. 42(3), 77–86 (2002)
Zurück zum Zitat Taylor, L.M., Kathleen, O., Shaw, K.: An analysis of consumer behavior on black Friday. Am. Int. J. Contemp. Res. 1(1), 1–5 (2011) Taylor, L.M., Kathleen, O., Shaw, K.: An analysis of consumer behavior on black Friday. Am. Int. J. Contemp. Res. 1(1), 1–5 (2011)
Zurück zum Zitat Testa, D.S., Bakhshian, S., Eike, R.: Engaging consumers with sustainable fashion on Instagram. J. Fash. Mark. Manag. 25(4), 569–584 (2020) Testa, D.S., Bakhshian, S., Eike, R.: Engaging consumers with sustainable fashion on Instagram. J. Fash. Mark. Manag. 25(4), 569–584 (2020)
Zurück zum Zitat Thelwall, M., Buckley, K., Paltoglou, G.: Sentiment in twitter events. J. Am. Soc. Inform. Sci. Technol. 62(2), 406–418 (2011)CrossRef Thelwall, M., Buckley, K., Paltoglou, G.: Sentiment in twitter events. J. Am. Soc. Inform. Sci. Technol. 62(2), 406–418 (2011)CrossRef
Zurück zum Zitat Thomas, J.B., Peters, C.: An exploratory investigation of black Friday consumption rituals. Int. J. Retail Distrib. Manage. 39(7), 522–537 (2011)CrossRef Thomas, J.B., Peters, C.: An exploratory investigation of black Friday consumption rituals. Int. J. Retail Distrib. Manage. 39(7), 522–537 (2011)CrossRef
Zurück zum Zitat Tsolmon, B., Kwon, A.R., Lee, K.S.: Extracting social events based on timeline and sentiment analysis in twitter corpus. In: Bouma, G., Ittoo, A., Métais, E., Wortmann, H. (eds.) Natural Language Processing and Information Systems. NLDB 2012. Lecture Notes in Computer Science, vol. 7337, pp. 265–270. Springer, Berlin (2012). https://doi.org/10.1007/978-3-642-31178-9_32 Tsolmon, B., Kwon, A.R., Lee, K.S.: Extracting social events based on timeline and sentiment analysis in twitter corpus. In: Bouma, G., Ittoo, A., Métais, E., Wortmann, H. (eds.) Natural Language Processing and Information Systems. NLDB 2012. Lecture Notes in Computer Science, vol. 7337, pp. 265–270. Springer, Berlin (2012). https://​doi.​org/​10.​1007/​978-3-642-31178-9_​32
Zurück zum Zitat Tuyani Araújo Soares, S., Modesto, J.G., Tuyani Araújo Soares, S., Modesto, J.G.: Persuasion and emotions: consumer fraud on black Friday Brazil. Ciencias Psicológicas 16(2), 2339 (2022) Tuyani Araújo Soares, S., Modesto, J.G., Tuyani Araújo Soares, S., Modesto, J.G.: Persuasion and emotions: consumer fraud on black Friday Brazil. Ciencias Psicológicas 16(2), 2339 (2022)
Metadaten
Titel
Black Friday vs. Green Friday: A Comparative Sentiment Analysis of Spanish Social Media Users’ Perceptions
verfasst von
Michele Girotto
Ana Maria Argila Irurita
María Luisa Solé Moro
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-31836-8_24