Posso te seguir? proposta de um modelo de mensuração do relacionamento entre marcas de redes sociais e seus usuários
DOI:
https://doi.org/10.5585/remark.v22i1.21929Palabras clave:
Marketing de relacionamento, Relacionamento marca-consumidor, CRM, Redes sociais, Desenvolvimento de escalasResumen
Objetivo: O objetivo desse estudo foi examinar a relação entre emoções, percepção de risco, valor percebido e lealdade à marca durante uma crise global para entender como as emoções incidentais, ou seja, emoções não relacionadas à decisão, podem influenciar as percepções do consumidor sobre valor de bens e lealdade à marca.
Metodologia/abordagem: Usando dados coletados de 290 brasileiros durante a pandemia da Covid-19, um modelo estrutural baseado na percepção de risco, emoções positivas e negativas, valor percebido e lealdade à marca foi proposto e testado empiricamente.
Originalidade/valor: Esta pesquisa confirma que emoções incidentais podem impactar o valor percebido. Sendo assim, a pesquisa aumenta a compreensão do papel das emoções na relação consumidor-produto-marca. Em segundo lugar, o estudo faz uma contribuição metodológica ao analisar as relações entre percepção de crise, emoções positivas e negativas, valor percebido e lealdade à marca em uma situação real. Vale ressaltar que estudos sobre emoções incidentais no comportamento do consumidor são geralmente induzidos por experimentos.
Resultados: Os resultados mostraram que os respondentes se sentiram alertas e atentos, e estas emoções desempenharam uma função significante na relação entre emoções e valor percebido durante a pandemia. Observou-se que a percepção de risco influencia as emoções negativas e positivas, mas não influencia diretamente a lealdade à marca.
Contribuição teórica e prática: Os resultados fornecem suporte para o modelo, onde as emoções incidentais influenciam o valor percebido. Sendo assim, o estudo contribuiu para a literatura examinando e confirmando a relação entre emoções incidentais e valor percebido. No entanto, a percepção de risco e as emoções não influenciam diretamente a lealdade à marca. Desenvolver produtos e serviços que resolvam os problemas oriundos das emoções vivenciadas durante uma crise podem despertar o interesse do consumidor. Como contribuição social, a pesquisa apresenta que bens e serviços podem auxiliar na regulação emocional.
Descargas
Citas
Abedin, B. (2016). Diffusion of Adoption of Facebook for Customer Relationship Management in Australia. Journal of Organizational and End User Computing, 28(1), 56–72.
Azzari, V., & Pelissari, A. (2020). A Consciência da Marca Influencia a Intenção de Compra? O Papel Mediador das Dimensões do Valor da Marca. Brazilian Business Review, 17(6), 669-685. https://dx.doi.org/10.15728/bbr.2020.17.6.4.
Bandyopadhyay, S., & Martell, M. (2007). Does attitudinal loyalty influence behavioral loyalty? A theoretical and empirical study. Journal of retailing and consumer services, 14(1), 35-44.
Barcelos, R., & Rossi, C. (2014). Paradoxes and strategies of social media consumption among adolescents. Young Consumers, 15(4), 275-295. https://doi.org/10.1108/YC-10-2013-00408.
Bardin, L. (2016). Análise de conteúdo. Lisboa: Edições 70 Ltda.
Baumöl, U., Hollebeek, L., & Jung, R. (2016). Dynamics of customer interaction on social media platforms. Electronic Markets, 26(3), 199-202.
Beaudoin, C. E., & Hong, T. (2021). Emotions in the time of coronavirus: Antecedents of digital and social media use among Millennials. Computers in Human Behavior, 123, 106876. https://doi.org/10.1016/j.chb.2021.106876.
Benamar, L., Balagué, C., & Ghassany, M. (2017). The identification and influence of social roles in a social media product community. Journal of computer-mediated communication, 22(6), 337-362.
Bilgin, Y. (2018). The Effect Of Social Media Marketing Activities On Brand Awareness, Brand Image And Brand Loyalty. Business & Management Studies: An International Journal, 6(1), 128-148. http://dx.doi.org/10.15295/bmij.v6i1.229.
Braxton, D., & Lau-Gesk, L. (2020). The impact of collective brand personification on happiness and brand loyalty. European Journal of Marketing, 54(10), 2365-2386. https://doi-org/10.1108/EJM-12-2019-0940.
Byrne, B.M. (2016). Structural Equation Modelling with AMOS: Basic Concepts, Applications, and Programming; Routledge: New York, NY, USA.
Carlson, J., Gudergan, S. P., Gelhard, C., & Rahman, M. M. (2019). Customer engagement with brands in social media platforms. European Journal of Marketing, 53(9), 1733-1758.
Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2017). Understanding Consumer Interaction on Instagram: The Role of Satisfaction, Hedonism, and Content Characteristics. Cyberpsychology, Behavior, and Social Networking, 20(6), 369-375. https://doi.org/10.1089/cyber.2016.0360
Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 295, 295–336.
Cochran, W. (2007). Sampling techniques, 3. ed. New York: John Wiley & Sons.
Cohen, J. (1992). A power primer. Psychological Bulletin, New York, 112(1), 155-159.
Comrey, A. L., & Lee, H. B. (2013). A first course in factor analysis. Nova York: Psychology Press.
Cuello-Garcia, C., Perez-Gaxiola, G., & Amelsvoort, L. (2020). Social Media can have an impact on how we manage and investigate the COVID-19 pandemic. Journal of Clinical Epidemiology. https://doi.org/10.1016/j.jclinepi.2020.06.028
Dabbous, A., Barakat, K. A., & Navarro, B. Q. (2021). Fake news detection and social media trust: a cross-cultural perspective. Behaviour & Information Technology. https://doi.org/10.1080/0144929X.2021.1963475
Demo, G. Coura, K. Scussel, F., & Azevedo, G. (2021). How Do Brazilian Consumers Relate to Chocolate Brands? Validity and Reliability Evidence of the Chocolate Brands Relationship Scale. Sustainability, 13, 5635. https://doi.org/10.3390/su13105635
Demo, G., & Rozzett, K. (2013). Customer Relationship Management scale for the Business-to Consumer market: exploratory and confirmatory validation and models comparison. International Business Research, 6(11), 29–42.
Demo, G., Silva, T. L., Watanabe, E., & Scussel, F. B. C. (2018). Credibility, audacity and joy: Brand personalities that connect users to social media. BAR - Brazilian Administration Review, 15(4). https://doi.org/10.1590/1807-7692bar2018180088.
Demo, G., Watanabe, E. A. M., Chauvet, D. C. V., & Rozzett, K. (2017). Customer Relationship Management Scale for the B2C Market: a cross-cultural comparison. RAM. Revista de Administração Mackenzie, 18(3), 42-69. DOI: https://doi.org/10.1590/1678-69712017/administracao.v18n3p42-69.
Dwivedi, A., Johnson, L. W., Wilkie, D. C., & De Araujo-Gil, L. (2018). Consumer emotional brand attachment with social media brands and social media brand equity. European Journal of Marketing.
Enyinda, C. I., Ogbuehi, A. O., & Mbah, C. H. (2018). Building pharmaceutical relationship marketing and social media impact: An empirical analysis, International Journal of Pharmaceutical and Healthcare Marketing, 12(2), 198-230. https://doi.org/10.1108/IJPHM-02-2017-0007.
Fetscherin, M., & Heinrich, D. (2015). Consumer brand relationships research: A bibliometric citation meta-analysis. Journal of Business Research, 68(2), 380-390.
Field, A. (2018). Discovering statistics using IBM SPSS statistics (5th ed.). Thousand Oaks, CA: SAGE Publications, Inc.
Fullerton, G. (2003). When Does Commitment Lead to Loyalty?. Journal of Service Research, 5(4), 333-344. https://doi:10.1177/1094670503005004005.
Garanti, Z., & Kissi, P. S. (2019). The effects of social media brand personality on brand loyalty in the Latvian banking industry: The mediating role of brand equity. International Journal of Bank Marketing.
Gilal, F. G., Paul, J., Gilal, N. G., & Gilal, R. G. (2021). Strategic CSR‐brand fit and customers’ brand passion: Theoretical extension and analysis. Psychology & Marketing. 1– 15. https://doi.org/10.1002/mar.21464.
Grace, D., Ross, M., & King, C. (2020). Brand fidelity: Scale development and validation. Journal of Retailing and Consumer Services, 52. 101908. https://10.1016/j.jretconser.2019.101908.
Grönroos, C. (2009). Marketing as promise management: regaining customer management for marketing. Journal of Business & Industrial Marketing.
Grönroos, C. (2017). Relationship marketing and service: An update. Journal of Global Scholars of Marketing Science, 27(3), 201-208. https://doi.org/10.1080/21639159.2017.1318666.
Guan, L., Liang, H., Zhu, J. J. H. (2022). Predicting reposting latency of news content in social media: A focus on issue attention, temporal usage pattern, and information redundancy. Computers in Human Behavior, 127(2022), 107080. https://doi.org/10.1016/j.chb.2021.107080.
Gummerus, J., von Koskull, C., & Kowalkowski, C. (2017). Guest editorial: relationship marketing – past, present and future. Journal of Services Marketing, 31(1), 1-5. https://doi.org/10.1108/JSM-12-2016-0424.
Habibi, M. R., Laroche, M., & Richard, M. (2014). The roles of brand community and community engagement in building brand trust on social media. Computers in Human Behavior, 37, 152-161.https://doi.org/10.1016/j.chb.2014.04.016.
Hair, J. F., Babin, B. J., & Black, W. C (2019). Multivariate Data Analysis. Cengage.
Hair, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2014). A primer on Partial Least Squares Structural Equation Modeling (PLSSEM). Los Angeles: SAGE Publications.
Hall, J. A. (2018). When is social media use social interaction? Defining mediated social interaction. New Media & Society, 20(1), 162-179.
Harris, M. A., Brookshire, R., & Chin, A. G. (2016). Identifying factors influencing consumers’ intent to install mobile applications. International Journal of Information Management, 36(3), 441-450.
Hartmann, N., & Lussier, B. (2020). Managing the sales force through the unexpected exogenous COVID-19 crisis. Industrial Marketing Managemen, 88, 101-111.
Hawkins, K., & Vel, P. (2013). Attitudinal loyalty, behavioural loyalty and social media: An introspection. The Marketing Review, 13(2), 125-141.
Hayton, J. C., Allen, D. G., & Scarpello, V. (2004). Factor Retention Decisions in Exploratory Factor Analysis: a Tutorial on Parallel Analysis. Organizational Research Methods, 7(2), 191–205. https://doi.org/10.1177/1094428104263675
Heinonen, K. (2011). Consumer activity in social media: Managerial approaches to consumers’ social media behavior. Journal of Consumer Behaviour, 10(6), 356–364.
Hopkins, J., & Tan, C. H. K. (2021). Choosing a Social Media Platform: Genre and Social Ties in Urban Malaysia. International Journal of Communication, 15, 21.
Jiao, Y., Ertz, M., Jo, M., & Sarigollu, E. (2018). Social value, content value, and brand equity in social media brand communities: A comparison of Chinese and US consumers.International Marketing Review, 35(1), 18-41.
Kaufmann, H. R., Loureiro, S. M. C., & Manarioti, A. (2016). Exploring behavioural branding, brand love and brand co-creation. J. Prod. Brand Manag, 25, 516–526.
Kerlinger, F. N.; Lee, H. B (2008). Foundations of behavioral research. 5 ed. Independence, KY: Wadsworth Thomson.
Kline, R. B. (2015). Principles and practice of structural equation modeling. 3rd ed. New York: The Guilford Press.
Kunc, J., Reichel, V., & Novotná, M. (2020). Modelling frequency of visits to the shopping centres as a part of consumer's preferences: case study from the Czech Republic. International Journal of Retail & Distribution Management, 48(9), 985-1002.
Laros, J. A., & Puente-Palacios, K. E. (2004). Validação cruzada de uma escala de clima organizacional. Estudos de Psicologia (Natal), 9(1), 113-119.
Leninkumar, V. (2017). The relationship between customer satisfaction and customer trust on customer loyalty. International Journal of Academic Research in Business and Social Sciences, 7(4), 450-465.
Lin, H., Swarna, H., & Bruning, P. F. (2017). Taking a global view on brand post popularity: Six social media brand post practices for global markets. Business Horizons, 60(5), 621-633. https://doi.org/10.1016/j.bushor.2017.05.006.
Liu, L., Lee, M. K. O., Liu, R., & Chen, J. (2018). Trust transfer in social media brand communities: The role of consumer engagement. International Journal of Information Management, 41(2018), 1-13. https://doi.org/10.1016/j.ijinfomgt.2018.02.006.
Liu, Q., Shao, Z., & Fan, W. (2018). The impact of users’ sense of belonging on social media habit formation: Empirical evidence from social networking and microblogging websites in China. International Journal of Information Management, 43, 209-223.
Malthouse, E. C., Haenlein, M., Skiera, B., Wege, E., & Zhang, M. (2013). Managing customer relationships in the social media era: Introducing the social CRM house. Journal of Interactive Marketing, 27(4), 270-280.
McCabe, M. B. (2017). Social media marketing strategies for career advancement: An analysis of LinkedIn. Journal of Business and Behavioral Sciences, 29(1), 85.
Micheaux, A., & Bosio, B. (2019). Customer journey mapping as a new way to teach data-driven marketing as a service. Journal of Marketing Education, 41(2), 127-140.
Mills, A. J., & Plangger, K. (2015). Social media strategy for online service brands. The Service Industries Journal, 35(10), 521–536.
Muhammad, S. S., Dey, B. L., Alwi, S. F. S., Kamal, M. M., & Asaad, Y. (2022). Consumers' willingness to share digital footprints on social media: the role of affective trust. Information Technology & People. https://doi.org/10.1108/ITP-10-2020-0694
Muhammad, S. S., Dey, B. L., Kamal, M. M., & Alwi, S. F. S. (2021). Consumer engagement with social media platforms: a study of the influence of attitudinal components on cutting edge technology adaptation behaviour. Computers in Human Behavior, 121, 106802.
Naranjo-Zolotov, M., Turel, O., Oliveira, T., & Lascano, J. E. (2021). Drivers of online social media addiction in the context of public unrest: A sense of virtual community perspective. Computers in Human Behavior, 121(2021), 106784.
Ngoma, M., & Ntale, P. D. (2019). Word of mouth communication: A mediator of relationship marketing and customer loyalty. Cogent Business & Management, 6(1), 1580123. https://doi.org/10.1080/23311975.2019.1580123.
Nunan, D., Sibai, O., Schivinski, B., & Christodoulides, G. (2018). Reflections on “social media: Influencing customer satisfaction in B2B sales” and a research agenda. Industrial Marketing Management, 75, 31-36.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). New York: McGraw-Hill.
Oliveira, M. L. M. M., & Veloso, A. R. (2015). Dysfunctional consumer behavior: Proposition of a measurement scale. BBR-Brazilian Business Review, 24-49.
Oliver, R. L. (1999). Whence consumer loyalty?. Journal of Marketing, v. 63, p. 33-44.
Ong, C. H., Lee, H. W., & Ramayah, T. (2018). Impact of brand experience on loyalty. Journal of Hospitality Marketing & Management, 27(7), 755-774.
Payne, A. (2012). Handbook of CRM: Achieving excellence in customer management. Oxford: Elsevier
Payne, A., & Frow, P. (2017). Relationship marketing: looking backwards towards the future. Journal of services marketing, 31(1),11-15. https://doi.org/10.1108/JSM-11-2016-0380.
Pei, Y., Xue, W., Yang, Y., Li, D., & Li, Y. (2019). The Impacts of user experience on user loyalty based on O2O innovation platform. Journal of Electronic Commerce in Organizations (JECO), 17(2), 79-87.
Petrescu, M., Dobre, C., & Milovan, A. (2018). Social bonds and millennial consumers' activity in social networks. International Journal of Internet Marketing and Advertising. 12. 290. 10.1504/IJIMA.2018.093411.
Quan-Haase, A., & Young, A. L. (2010). Uses and gratifications of social media: A comparison of Facebook and instant messaging. Bulletin of science, technology & society, 30(5), 350-361.
Reichheld, F. F. (2003). The one number you need to grow. Harvard Business Review, 81(12), 46-54, 124.
Ressel, L. B., Beck, C. L. C., Gualda, D. M. R., Hoffmann, I. C., da Silva, R. M., & Sehnem, G. D. (2008). O uso do grupo focal em pesquisa qualitativa. Texto & Contexto Enfermagem, 17(4), 779–786. https://doi.org/10.1590/S0104-07072008000400021
Rossiter, J. R. (2002). The C-OAR-SE procedure for scale development in marketing. International Journal of Research in Marketing, 19(4), 305-335.
Rozzett, K., & Demo, G. (2010). Desenvolvimento e validação fatorial da escala de relacionamento com clientes (erc). RAE-Revista de Administração de Empresas, 50(4), 383–395.
Rust, R. T., & Zahorik, A. J. (1993). Customer satisfaction, customer retention, and market share. Journal of retailing, 69(2), 193-215.
Scussel, F. B. C., de la Martinière Petrol, M., Semprebon, E., & Da Rocha, R. A. (2017). O que é, afinal, marketing de relacionamento? Uma proposta de conceito unificador. Revista de Ciências da Administração, 19(48), 9-23.
Scussel, F., & Demo, G. (2019). The relational aspects of luxury consumption in Brazil: the development of a Luxury Customer Relationship Perception Scale and the analysis of brand personality influence on relationship perception on luxury fashion brands. BBR. Brazilian Business Review, 16(2), 174–190.
Shahbaznezhad, H., Dolan, R., & Rashidirad, M. (2021). The role of social media content format and platform in Users' engagement behavior. Journal of Interactive Marketing, 53, 47-65.
Shao, G. (2009). Understanding the Appeal of User-Generated Media: A Uses and Gratification Perspective. Internet Research, 19(1), 7–25.
Sheth, J. (2020). Impact of Covid-19 on consumer behavior: Will the old habits return or die?. Journal of business research, 117, 280-283.
Sheth, J. (2017). Revitalizing relationship marketing. Journal of Services Marketing, 31(1), 6-10. https://doi.org/10.1108/JSM-11-2016-0397.
Shibuya, Y., Hamm, A., & Pargman, T. C. (2022). Mapping HCI research methods for studying social media interaction: Asystematic literature review. Computers in Human Behavior, 129(2022), 107131. https://doi.org/10.1016/j.chb.2021.107131.
Silva, L. R. L., Botelho-Francisco, R. E., Oliveira, A. A. A. A., Pontes, V. R. (2019). A gestão do discurso de ódio nas plataformas de redes sociais digitais: um comparativo entre Facebook, Twitter e Youtube. Revista Ibero-Americana de Ciência da Informação, 12(2), 470-492. https://doi.org/10.26512/rici.v12.n2.2019.22025
Soper, D. S. (2022). A-priori Sample Size Calculator for Structural Equation Models [Software]. Available from https://www.danielsoper.com/statcalc
Souza Neto, A. F. D., & Mello, S. C. B. D. (2009). Características dos relacionamentos estabelecidos em diferentes contextos de serviços sob a ótica do consumidor. Revista de Administração de Empresas, 49(3), 309-322.
Stanková, M. (2020). The Comparative Analysis of Social Media Platforms to Identify A Competitive Advantage Of Tiktok. International Journal of Arts and Commerce, 9(5), 15-24.
Sterrett, D., Malato, D., Benz, J., Kantor, L., Tompson, T., Rosenstiel, T., & Loker, K. (2019). Who shared it?: Deciding what news to trust on social media. Digital Journalism, 7(6), 783-801.
Suoniemi, S., Terho, H., Zablah, A., Olkkonen, R., & Straub, D. W. (2021). The impact of firm-level and project-level it capabilities on CRM system quality and organizational productivity. Journal of Business Research, 127, 108-122.
Tabachnick, B. G., & Fidell, L. S. (2019). Using multivariate statistics. 7.ed. Boston: Pearson Allyn And Bacon.
Tang, J., & Liu, H. (2015). Trust in social media. Synthesis Lectures on Information Security, Privacy, & Trust, 10(1), 1-129.
Taylor, N. (2013). Choosing between social media platforms and understanding the markets they reach. Journal of Digital & Social Media Marketing, 1(3), 283-291.
Trasorras, R., Weinstein, A., & Abratt, R. (2009). Value, satisfaction, loyalty and retention in professional services. Marketing Intelligence & Planning, 27(5), 615-632.
Ursachi, G., Zait, A., & H., Ioana. (2015). How Reliable are Measurement Scales? External Factors with Indirect Influence on Reliability Estimators. Procedia Economics and Finance, 20, 679-686. https://doi.org/10.1016/S2212-5671(15)00123-9.
van Eldik, A., Kneer, J., & Jansz, J. (2019). Urban & online: Social media use among adolescents and sense of belonging to a super-diverse city. Media and Communication, 7(2), 242-253.
Villagra, N, Monfort, A, & Sánchez Herrera, J. (2021). The mediating role of brand trust in the relationship between brand personality and brand loyalty. Journal of C onsumer Behavior. 1–11. https://doi-org/10.1002/cb.1922.
Visentin, M., Pizzi, G., & Pichierri, M. (2019). Fake News, Real Problems for Brands: The Impact of Content Truthfulness and Source Credibility on consumers' Behavioral Intentions toward the Advertised Brands. Journal of Interactive Marketing, 45, 99–112. https://doi:10.1016/j.intmar.2018.09.001
Voorveld, H. A. (2019). Brand communication in social media: a research agenda. Journal of Advertising, 48(1), 14-26.
Wang, Z., & Kim, H. G. (2017). Can social media marketing improve customer relationship capabilities and firm performance? Dynamic capability perspective. Journal of Interactive Marketing, 39, 15-26. https://doi:10.1016/j.intmar.2017.02.004.
Westland, J. C. (2010). Lower bounds on sample size in structural equation modeling. Electronic Commerce Research and Applications, 9(6), 476-487.
Wong, A., & Sohal, A. (2002). Customers’ perspectives on service quality and relationship quality in retail encounters. Managing Service Quality: An International Journal.
Zhang, Z., & Gupta, B. B. (2016). Social media security and trustworthiness: Overview and new direction. Future Generation Computer Systems, 86, 914-925. https://doi.org/10.1016/j.future.2016.10.007
Descargas
Publicado
Cómo citar
Número
Sección
Licencia
Derechos de autor 2023 ReMark - Revista Brasileira de Marketing
Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-CompartirIgual 4.0.