Articles Published 29 January 2024

Building Consumer Engagement in Social Media: A Systematic Literature Review

Dina Mardhatilah
School of Management, Universiti Sains malaysia
Azizah Omar
School of Management, Universiti Sains Malaysia
Elisabet Dita Septiari
Faculty of Business and Economics, Universitas Atma Jaya Yogyakarta, Indonesia
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DOI 10.32890/jbma2024.14.1.1 Cite this article
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Article

Abstract

This study aims to investigate the dimensions of customer engagement (CE) in social media and what theories and methods are employed to scrutinize CE on social media. This study systematically used the literature review of 77 articles. Through Scopus-indexed academic databases, this study found and assessed peer-reviewed journal papers focused on social media and consumer engagement from 2018 to 2022. In this study, the current issues and research gaps for designing and developing future research are presented as well. This research analyzed the dimensions, theories, variables, methods, social media types, and previous business and spatial contexts. Most researchers illustrated CE as giving likes, comments, and shares on social media. Sixteen theories of the prior research were employed to investigate consumer engagement. This study positively impacts social media and consumer engagement by suggesting new insight for analyzing the related literature. They include modifying the CE in social media, reflecting the interaction between brand and customer phenomena, using other theories that exclude sixteen approaches that have been identified, and applying different methods such as experimental or mixed methods. Therefore, a comprehensive explanation of the consumer engagement framework on social media can be explained holistically by further studies.

Keywords
Social media, consumer engagement, systematic literature review

How to Cite

How to Cite

Building Consumer Engagement in Social Media: A Systematic Literature Review. (2024). Journal of Business Management and Accounting, 14(1), 1-35. https://doi.org/10.32890/jbma2024.14.1.1

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DOI · 10.32890/jbma2024.14.1.1
OpenAlex · W4391354210

References

References 110
Deposited to Crossref with the article DOI
  1. A. Windasari, N., & Visita, L. (2019). User engagement mechanisms of online co-design service: Does user innovativeness matter? Asian Academy of Management Journal, 24(1), 59–82. https://doi.org/10.21315/aamj2019.24.1.
  2. Abosag, I., Ramadan, Z. B., Baker, T., & Jin, Z. (2020). Customers’ need for uniqueness theory versus brand Congruence Theory: The impact on satisfaction with social network sites. Journal of Business Research, 117, 862–872. https://doi.org/10.1016/j. jbusres.2019.03.
  3. Alalwan, A. A., Algharabat, R. S., Baabdullah, A. M., Rana, N. P., Qasem, Z., & Dwivedi, Y. K. (2020). Examining the impact of mobile interactivity on customer engagement in the context of mobile shopping. Journal of Enterprise Information Management, 33(3), 627–653. https://doi.org/10.1108/JEIM-07-2019-0194
  4. Albayrak, T., Caber, M., & Sigala, M. (2021). A quality measurement proposal for corporate social network sites: The case of hotel facebook page. Current Issues in Tourism, 24(20), 2955–2970. https://doi.org/10.1080/13683500.2020.1854199
  5. Algharabat, R., Rana, N. P., Alalwan, A. A., Baabdullah, A., & Gupta, A. (2020). Investigating the antecedents of customer brand engagement and consumer-based brand equity in social media. Journal of Retailing and Consumer Services, 53, 101767. https://doi.org/10.1016/j.jretconser.2019.01.
  6. Ali, N., Mohamed Isa, Z., & Ibrahim, D. (2021). The role of commitment and trust towards online loyalty in the banking industry. Journal of Business Management and Accounting, 11(No.2), 25–40. https://doi.org/10.32890/jbma2021.11.2.
  7. Arenas-Gaitán, J., Rondan-Cataluña, F. J., & Ramírez-Correa, P. E. (2018). Antecedents of WOM: SNS-User segmentation. Journal of Research in Interactive Marketing, 12(1), 105–124. https://doi.org/10.1108/JRIM-07-2017-0052
  8. Audy Martínek, P. (2021). Mapping methods of research on consumer engagement with brands on social media: A literature review. Methodological Innovations, 14(1), 205979912098538. https://doi.org/10.1177/2059799120985384
  9. Aydin, G. (2020). Social media engagement and organic post effectiveness: A roadmap for increasing the effectiveness of social media use in hospitality industry. Journal of Hospitality Marketing & Management, 29(1), 1–21. https://doi.org/10.108 0/19368623.2019.1588824
  10. Aydin, G., Uray, N., & Silahtaroglu, G. (2021). How to engage consumers through effective social media use—guidelines for consumer goods companies from an emerging market. Journal of Theoretical and Applied Electronic Commerce Research, 16(4), 768–790. https://doi.org/10.3390/jtaer16040044
  11. Banerjee, S., Sultan, F., & Hofacker, C. F. (2022). Discovering synergies and conflicts in online and offline in-store engagement. Journal of Marketing Analytics. https://doi.org/10.1057/s41270-022-00180-
  12. Bohlin, E., Shaikh, A. A., & Hanafizadeh, P. (2018). Social network banking. International Journal of E-Business Research, 14(2), 1–13. https://doi.org/10.4018/IJEBR.2018040101
  13. Bowden, J. L.-H. (2009). The process of customer engagement: A conceptual framework. Journal of Marketing Theory and Practice, 17(1), 63–74. https://doi.org/10.2753/MTP1069-6679170105
  14. Braojos, J., Benitez, J., & Llorens, J. (2019). How do social commerce-IT capabilities influence firm performance? Theory and empirical evidence. Information & Management, 56(2), 155–171. https://doi.org/10.1016/j.im.2018.04.
  15. Brodie, R. J., Hollebeek, L. D., Jurić, B., & Ilić, A. (2011). Customer engagement. Journal of Service Research, 14(3), 252–271. https://doi.org/10.1177/1094670511411703
  16. Brodie, R. J., Ilic, A., Juric, B., & Hollebeek, L. (2013). Consumer engagement in a virtual brand community: An exploratory analysis. Journal of Business Research, 66(1), 105–114. https://doi.org/10.1016/j.jbusres.2011.07.
  17. Buhalis, D., & Sinarta, Y. (2019). Real-Time co-creation and nowness service: Lessons from Tourism and Hospitality. Journal of Travel & Tourism Marketing, 36(5), 563–582. https://doi.org/0.1080/10548408.2019.1592059
  18. Carlson, J., Rahman, M., Voola, R., & De Vries, N. (2018). Customer engagement behaviours in social media: Capturing innovation opportunities. Journal of Services Marketing, 32(1), 83–94. https://doi.org/10.1108/JSM-02-2017-0059
  19. Cartwright, S., Liu, H., & Raddats, C. (2021). Strategic use of social media within business-to-business (B2B) marketing: A systematic literature review. Industrial Marketing Management, 97, 35–58. https://doi.org/10.1016/j.indmarman.2021.06.
  20. Castillo-Abdul, B., Bonilla-del-Río, M., & Núñez-Barriopedro, E. (2021). Influence and relationship between branded content and the social media consumer interactions of the luxury fashion brand Manolo Blahnik. Publications, 9(1), 10. https://doi.org/10.3390/publications9010010
  21. Castillo, A., Benitez, J., Llorens, J., & Luo, X. (Robert). (2021). Social media-driven customer engagement and movie performance: Theory and empirical evidence. Decision Support Systems, 145, 113516. https://doi.org/10.1016/j.dss.2021.113516
  22. Che Kar, M. H., Faizal, S., & Chinnasamy, S. (2019). The perception and engagement of digital natives and digital immigrants toward a banking institution communications and promotional tools on social. International Journal of Recent Technology and Engineering (IJRTE), 8(3), 5006–5022. https://doi.org/10.35940/ijrte.C5654.098319
  23. Chen, C.-H. (2021). Leveraging the power of online referral for e-business: The moderated mediation model. Journal of Theoretical and Applied Electronic Commerce Research, 16(7), 2594–2607. https://doi.org/10.3390/jtaer16070143
  24. Cheng, Y., Wei, W., & Zhang, L. (2020). Seeing destinations through vlogs: Implications for leveraging customer engagement behavior to increase travel intention. International Journal of Contemporary Hospitality Management, 32(10), 3227–3248. https://doi.org/10.1108/IJCHM-04-2020-0319
  25. Colicev, A., Malshe, A., & Pauwels, K. (2018). Social media and customer-based brand equity: An empirical investigation in retail industry. Administrative Sciences, 8(3), 55. https://doi.org/10.3390/admsci8030055
  26. Cortez, M. R., Johnston, W. J., & Ghosh Dastidar, A. (2023). Managing the content of Linkedin posts: Influence on B2B customer engagement and sales? Journal of Business Research, 155. https://doi.org/10.1016/j.jbusres.2022.113388
  27. Datareportal. (2023). overview social media use. https://datareportal. com/reports/digital-2023-global-overview-report
  28. de Vries, L., Gensler, S., & Leeflang, P. S. H. (2017). Effects of traditional advertising and social messages on brand-building metrics and customer acquisition. Journal of Marketing, 81(5), 1–15. https://doi.org/10.1509/jm.15.0178
  29. Dias, A., Rodrigues, L. L., Craig, R., & Neves, M. E. (2019). Corporate social responsibility disclosure in small and medium-sized entities and large companies. Social Responsibility Journal, 15(2), 137–154. https://doi.org/10.1108/SRJ-05-2017-0090
  30. Dineva, D., Breitsohl, J., Garrod, B., & Megicks, P. (2020). Consumer responses to conflict-management strategies on non-profit social media fan pages. Journal of Interactive Marketing, 52, 118–136. https://doi.org/10.1016/j.intmar.2020.05.
  31. Eigenraam, A. W., Eelen, J., van Lin, A., & Verlegh, P. W. J. (2018). A consumer-based taxonomy of digital customer engagement practices. Journal of Interactive Marketing, 44, 102–121. https://doi.org/10.1016/j.intmar.2018.07.
  32. Eigenraam, A. W., Eelen, J., & Verlegh, P. W. J. (2021). Let me entertain you? The importance of authenticity in online customer engagement. Journal of Interactive Marketing, 54, 53–68. https://doi.org/10.1016/j.intmar.2020.11.
  33. Esenyel, I., & Girgen, M. (2019). Customer interactions on social media and their impact on trust and loyalty: The moderating role of product learning. Management Science Letters, 1497–1506. https://doi.org/10.5267/j.msl.2019.5.
  34. Eslami, S. P., Ghasemaghaei, M., & Hassanein, K. (2022a). Understanding consumer engagement in social media: The role of product lifecycle. Decision Support Systems, 162. https://doi.org/10.1016/j.dss.2021.113707
  35. Eslami, S. P., Ghasemaghaei, M., & Hassanein, K. (2022b). Understanding consumer engagement in social media: The role of product lifecycle. Decision Support Systems, 162, 113707. https://doi.org/10.1016/j.dss.2021.113707
  36. FARIA, S., Sousa Pereira, M., Ferreira, P., & Rodrigues, P. (2022). Understanding the effect of social media marketing activities on football fans’ satisfaction and engagement: A study of Portuguese 2nd League Professional Football Clubs. IBIMA Business Review, 1–9. https://doi.org/10.5171/2022.448483
  37. Fatima, N., & Ali, R. (2022). How Businesswomen engage customers on social media? Spanish Journal of Marketing - ESIC. https://doi.org/10.1108/SJME-09-2021-0172
  38. Felix, R., Rauschnabel, P. A., & Hinsch, C. (2017). Elements of strategic social media marketing: A holistic framework. Journal of Business Research, 70, 118–126. https://doi.org/10.1016/j. jbusres.2016.05.
  39. Garrido-Moreno, A., García-Morales, V., King, S., & Lockett, N. (2020). Social media use and value creation in the digital landscape: A dynamic-capabilities perspective. Journal of Service Management, 31(3), 313–343. https://doi.org/10.1108/ JOSM-09-2018-0286
  40. Grégoire, Y., Ghadami, F., Laporte, S., Sénécal, S., & Larocque, D. (2018). How can firms stop customer revenge? The effects of direct and indirect revenge on post-complaint responses. Journal of the Academy of Marketing Science, 46(6), 1052–1071. https://doi.org/10.1007/s11747-018-0597-
  41. Han, X., Gu, X., & Peng, S. (2019). Analysis of tweet form’s effect on users’ engagement on Twitter. Cogent Business & Management, 6(1). https://doi.org/10.1080/23311975.2018.1564168
  42. Hardwick, J., & Anderson, A. R. (2019). Supplier-customer engagement for collaborative innovation using video conferencing: A study of SMEs. Industrial Marketing Management, 80, 43–57. https://doi.org/10.1016/j.indmarman.2019.02.
  43. Harrigan, P., Evers, U., Miles, M., & Daly, T. (2017). Customer engagement with tourism social media brands. Tourism Management, 59, 597–609. https://doi.org/10.1016/j. tourman.2016.09.
  44. Hartini, S., Kurniawati, M., Sulistiawan, J., & Ihwanudin, M. (2022). The relationship between white ocean strategy, customer value, and customer engagement. Organizations and Markets in Emerging Economies, 13(1), 96–116. https://doi.org/10.15388/ omee.2022.13.72
  45. Helme-Guizon, A., & Magnoni, F. (2019). Consumer brand engagement and its social side on brand-hosted social media: How do they contribute to brand loyalty? Journal of Marketing Management, 35(7–8), 716–741. https://doi.org/10.1080/0267 257X.2019.1599990
  46. Hollebeek, L. D. (2011). Demystifying customer brand engagement: Exploring the loyalty nexus. Journal of Marketing Management, 27(7–8), 785–807. https://doi.org/10.1080/0267 257X.2010.500132
  47. Huang, Y., Zhang, X., & Zhu, H. (2022a). How do customers engage in social media-based brand communities: The moderator role of the brand’s country of origin? Journal of Retailing and Consumer Services, 68. https://doi.org/10.1016/j. jretconser.2022.103079
  48. Huang, Y., Zhang, X., & Zhu, H. (2022b). How do customers engage in social media-based brand communities: The moderator role of the brand’s country of origin? Journal of Retailing and Consumer Services, 68, 103079. https://doi.org/10.1016/j. jretconser.2022.103079
  49. Hughes, C., Swaminathan, V., & Brooks, G. (2019). Driving brand engagement through online social influencers: An empirical investigation of sponsored blogging campaigns. Journal of Marketing, 83(5), 78–96. https://doi.org/10.1177/0022242919854374
  50. Huo, Y. J., Binning, K. R., & Molina, L. E. (2010). Testing an integrative model of respect: Implications for social engagement and well-being. Personality and Social Psychology Bulletin, 36(2), 200–212. https://doi.org/10.1177/0146167209356787
  51. Iankova, S., Davies, I., Archer-Brown, C., Marder, B., & Yau, A. (2019). A comparison of social media marketing between B2B, B2C and mixed business models. Industrial Marketing Management, 81, 169–179. https://doi.org/10.1016/j. indmarman.2018.01.
  52. Ibrahim, N. F., & Wang, X. (2019). A text analytics approach for online retailing service improvement: Evidence from Twitter. Decision Support Systems, 121, 37–50. https://doi.org/10.1016/j.dss.2019.03.
  53. Izogo, E. E. (2020). Behavioral consequences of customer inspiration: The role of social media inspirational content and cultural orientation. Journal of Research in Interactive Marketing, 14(4), 431–459. https://doi.org/10.1108/JRIM-09-2019-0145
  54. Izogo, E. E., Mpinganjira, M., Karjaluoto, H., & Liu, H. (2022). Examining the impact of eWOM-triggered customer-to-customer interactions on travelers’ repurchase and social media engagement. Journal of Travel Research, 61(8), 1872–1894. https://doi.org/10.1177/00472875211050420
  55. Klepek, M., & Starzyczná, H. (2018). Marketing communication model for social networks. Journal of Business Economics and Management, 19(3), 500–520. https://doi.org/10.3846/ jbem.2018.6582
  56. Kovač, M., & Žabkar, V. (2020). Do social media and e-mail engagement impact reputation and trust-driven behavior? Market-Tržište, 32(1), 9–25. https://doi.org/10.22598/ mt/2020.32.1.
  57. Kujur, F., & Singh, S. (2020). Visual communication and consumer-brand relationship on social networking sites - uses & gratifications theory perspective. Journal of Theoretical and Applied Electronic Commerce Research, 15(1), 0–0. https://doi.org/10.4067/S0718-18762020000100104
  58. Kumar, A., Salo, J., & Li, H. (2019). Stages of user engagement on social commerce platforms: Analysis with the navigational clickstream data. International Journal of Electronic Commerce, 23(2), 179–211. https://doi.org/10.1080/10864415.2018.1564550
  59. Kumar, M., Rich, N., Kumar, M., & Liu, Y. (2021). Creating highly reliable health care organisations through reverse exchanges. Supply Chain Management: An International Journal, 26(3), 371–384. https://doi.org/10.1108/SCM-03-2020-0123
  60. Lee, C. K. M., Ng, K. K. H., Chan, H. K., Choy, K. L., Tai, W. C., & Choi, L. S. (2018). A multi-group analysis of social media engagement and loyalty constructs between full-service and low-cost carriers in Hong Kong. Journal of Air Transport Management, 73, 46–57. https://doi.org/10.1016/j. jairtraman.2018.08.
  61. Lee, D., Hosanagar, K., & Nair, H. S. (2018). Advertising content and consumer engagement on social media: Evidence from Facebook. Management Science, 64(11), 5105–5131. https://doi.org/10.1287/mnsc.2017.2902
  62. Li, F., Larimo, J., & Leonidou, L. C. (2021). Social media marketing strategy: Definition, conceptualization, taxonomy, validation, and future agenda. Journal of the Academy of Marketing Science, 49(1), 51–70. https://doi.org/10.1007/s11747-020-00733-
  63. Lim, W. M., & Rasul, T. (2022). Customer engagement and social media: Revisiting the past to inform the future. Journal of Business Research, 148, 325–342. https://doi.org/10.1016/j. jbusres.2022.04.068
  64. Macnamara, J. (2020). Corporate listening: Unlocking insights from VOC, VOE And VOS for Mutual Benefits. Corporate Communications: An International Journal, 25(3), 377–393. https://doi.org/10.1108/CCIJ-08-2019-0102
  65. Majeed, M., Asare, C., Fatawu, A., & Abubakari, A. (2022). An analysis of the effects of customer satisfaction and engagement on social media on repurchase intention in the hospitality industry. Cogent Business & Management, 9(1). https://doi.org /10.1080/23311975.2022.2028331
  66. Mani, R., Oveis, P. M., Ilankadhir, M., Thiyagarajan, S., & Janakiraman, S. (2019). Customer engagement with social media bank pages with reference to Facebook. International Journal of Recent Technology and Engineering, 8(2 Special Issue 11), 3089–3095. https://doi.org/10.35940/ijrte.B1402.0982S1119
  67. Marolt, M., Zimmermann, H.-D., Žnidaršič, A., & Pucihar, A. (2020). Exploring social customer relationship management adoption in micro, small and medium-sized enterprises. Journal of Theoretical and Applied Electronic Commerce Research, 15(2), 38–58. https://doi.org/10.4067/S0718-18762020000200104
  68. Moe, W. W., & Ratchford, B. T. (2018). How the explosion of customer data has redefined interactive marketing. Journal of Interactive Marketing, 42, A1–A2. https://doi.org/10.1016/j. intmar.2018.04.
  69. Mohammed, A., & Al-Swidi, A. (2019). The influence of CSR on perceived value, social media and loyalty in the hotel industry. Spanish Journal of Marketing - ESIC, 23(3), 373–396. https://doi.org/10.1108/SJME-06-2019-0029
  70. Mora Cortez, R., & Ghosh Dastidar, A. (2022). A longitudinal study of B2B customer engagement in Linkedin: The role of brand personality. Journal of Business Research, 145, 92–105. https://doi.org/10.1016/j.jbusres.2022.02.086
  71. Naeem, M. (2021). The role of social media to generate social proof as engaged society for stockpiling behaviour of customers during Covid-19 pandemic. Qualitative Market Research: An International Journal, 24(3), 281–301. https://doi.org/10.1108/ QMR-04-2020-0050
  72. Nguyen, V. H., Sukunesan, S., & Huynh, M. (2022). Web scraping instagram pre and during Covid-19: Examining customer engagement on Australian SMEs Accounts. Australasian Journal of Information Systems, 26. https://doi.org/10.3127/ ajis.v26i0.3447
  73. Nikolov, A. N., Andonova, Y., & He, Y. (2021). Internet killed the radio star? Journal of Marketing Communications, 1–14. https://doi.org/10.1080/13527266.2021.1998192
  74. Okazaki, S., Plangger, K., Roulet, T., & Menéndez, H. D. (2021). Assessing stakeholder network engagement. European Journal of Marketing, 55(5), 1359–1384. https://doi.org/10.1108/EJM-12-2018-0842
  75. Othman, B. A., Harun, A., De Almeida, N. M., & Sadq, Z. M. (2021). The effects on customer satisfaction and customer loyalty by integrating marketing communication and after sale service into the traditional marketing mix model of umrah travel services in Malaysia. Journal of Islamic Marketing, 12(2), 363–388. https://doi.org/10.1108/JIMA-09-2019-0198
  76. Ozuem, W., Willis, M., Howell, K., Lancaster, G., & Ng, R. (2021). Determinants of online brand communities’ and millennials’ characteristics: A social influence perspective. Psychology & Marketing, 38(5), 794–818. https://doi.org/10.1002/mar.21470
  77. Pacauskas, D., Rajala, R., Westerlund, M., & Mäntymäki, M. (2018). Harnessing user innovation for social media marketing: Case study of a crowdsourced hamburger. International Journal of Information Management, 43, 319–327. https://doi.org/10.1016/j.ijinfomgt.2018.08.
  78. Park, J.-S., & Ha, S. (2021). From information experiences to consumer engagement on brand’s social media accounts. Fashion and Textiles, 8(1), 21. https://doi.org/10.1186/s40691-021-00246-
  79. Patel, K., & Binjola, H. (2020). Tik Tok the new alternative media for youngsters for online sharing of talent: An analytical study. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3600119
  80. Peeroo, S., Samy, M., & Jones, B. (2019). Trialogue on Facebook pages of grocery stores: Customer engagement or customer enragement? Journal of Marketing Communications, 25(8), 861–883. https://doi.org/10.1080/13527266.2018.1482559
  81. Perdue, R. R., & Shin H (2021). Customer nontransactional value cocreation in an online hotel brand community: Driving motivation, engagement behavior, and value beneficiary. Journal of Travel Research, 61(5), 1088-1104.
  82. Pezzuti, T., Leonhardt, J. M., & Warren, C. (2021). Certainty in language increases consumer engagement on social media. Journal of Interactive Marketing, 53, 32–46. https://doi.org/10.1016/j.intmar.2020.06.
  83. Pitt, C. S., Plangger, K. A., Botha, E., Kietzmann, J., & Pitt, L. (2019). How employees engage with B2B brands on social media: Word choice and verbal tone. Industrial Marketing Management, 81, 130–137. https://doi.org/10.1016/j.indmarman.2017.09.
  84. Prados-Peña, M. B., Crespo-Almendros, E., & Porcu, L. (2022). COVID-19 and social media communication strategies: A comparative study of the effectiveness of facebook posts during the lockdown and the “new normal” in the airline industry. Journal of Air Transport Management, 103, 102255. https://doi.org/10.1016/j.jairtraman.2022.102255
  85. Prentice, C., Han, X. Y., Hua, L.-L., & Hu, L. (2019). The influence of identity-driven customer engagement on purchase intention. Journal of Retailing and Consumer Services, 47, 339–347. https://doi.org/10.1016/j.jretconser.2018.12.
  86. Quiles-Soler, C., Martínez-Sala, A., & Monserrat-Gauchi, J. (2022). Fashion industry’s environmental policy: Social media and corporate website as vehicles for communicating corporate social responsibility. Corporate Social Responsibility and Environmental Management. https://doi.org/10.1002/csr.2347
  87. Rahman, W. N. A., Mutum, D. S., & Ghazali, E. M. (2022). Consumer engagement with visual content on Instagram. International Journal of E-Services and Mobile Applications, 14(1), 1–21. https://doi.org/10.4018/IJESMA.295960
  88. Roberts, C., & Alpert, F. (2010). Total customer engagement: Designing and aligning key strategic elements to achieve growth. Journal of Product & Brand Management, 19(3), 198–209. https://doi.org/10.1108/10610421011046175
  89. Robertson, J., Lord Ferguson, S., Eriksson, T., & Näppä, A. (2019). The brand personality dimensions of business-to-business firms: A content analysis of employer reviews on social media. Journal of Business-to-Business Marketing, 26(2), 109–124. https://doi.org/10.1080/1051712X.2019.1603354
  90. Ruiz-Alba, J. L., Mediano, J. M., Ayestarán, R., & López-Tenorio, P. J. (2022). Fashion events and e-WOM. Event Management, 26(2), 405–417. https://doi.org/10.3727/15259952 1X16192004803511
  91. Schaufeli, W. B. M. S. (2002). The measurement of engagement and burnout: A two sample confirmatory factor analytic approach.
  92. Seller, M. L., & Laurindo, F. J. B. (2018). Comunidade De Marca Ou Boca A Boca Eletrônico: Qual O Objetivo Da Presença De Empresas Em Mídias Sociais? Gestão & Produção, 25(1), 191–203. https://doi.org/10.1590/0104-530x2244-
  93. Shawky, S., Kubacki, K., Dietrich, T., & Weaven, S. (2022). The multi-actor perspective of engagement on social media. International Journal of Market Research, 64(1), 19–37. https://doi.org/10.1177/14707853211024472
  94. Shin, H., & Perdue, R. R. (2022). Customer nontransactional value cocreation in an online hotel brand community: Driving motivation, engagement behavior, and value beneficiary. Journal of Travel Research, 61(5), 1088–1104. https://doi.org/10.1177/00472875211024752
  95. Sigurdsson, V., Larsen, N. M., Sigfusdottir, A. D., Fagerstrøm, A., Alemu, M. H., Folwarczny, M., & Foxall, G. (2020). The relationship between the firm’s social media strategy and the consumers’ engagement behavior in aviation. Managerial and Decision Economics, 41(2), 234–249. https://doi.org/10.1002/ mde.3052
  96. Smaoui, F., Choura, F., Abassi, M. W., & Zouaoui, H. (2022). Does humour enhance facebook users’ responses? Journal of Telecommunications and the Digital Economy, 10(2), 147–172. https://doi.org/10.18080/jtde.v10n2.509
  97. Suhail Ajina, A. (2019). The role of content marketing in enhancing customer loyalty: An empirical study on private hospitals in Saudi Arabia. Innovative Marketing, 15(3), 71–84. https://doi.org/10.21511/im.15(3).2019.
  98. Tafheem, N., El-Gohary, H., & Sobh, R. (2022). Social media user-influencer congruity. International Journal of Customer Relationship Marketing and Management, 13(1), 1–26. https://doi.org/10.4018/IJCRMM.289213
  99. Tkalac Verčič, A. (2021). The impact of employee engagement, organisational support and employer branding on internal communication satisfaction. Public Relations Review, 47(1), 102009. https://doi.org/10.1016/j.pubrev.2021.102009
  100. Troisi, O., D’Arco, M., Loia, F., & Maione, G. (2018). Big data management. International Journal of Engineering Business Management, 10, 184797901876777. https://doi.org/10.1177/1847979018767776
  101. van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., & Verhoef, P. C. (2010). Customer engagement behavior: Theoretical foundations and research directions. Journal of Service Research, 13(3), 253–266. https://doi.org/10.1177/1094670510375599
  102. Vaque, T. J. La, Hammond, D. C., Trudeau, D., Monastra, V., Perry, J., Lehrer, P., Matheson, D., & Sherman, R. (2002). Template for developing guidelines for the evaluation of the clinical efficacy of psychophysiological interventions. Journal of Neurotherapy, 6(4), 11–23. https://doi.org/10.1300/J184v06n04_
  103. Vinerean, S., & Opreana, A. (2021). Measuring customer engagement in social media marketing: A higher-order model. Journal of Theoretical and Applied Electronic Commerce Research, 16(7), 2633–2654. https://doi.org/10.3390/jtaer16070145
  104. Viswanathan, V., Malthouse, E. C., Maslowska, E., Hoornaert, S., & Van den Poel, D. (2018). Dynamics between social media engagement, firm-generated content, and live and time-shifted TV viewing. Journal of Service Management, 29(3), 378–398. https://doi.org/10.1108/JOSM-09-2016-0241
  105. Voorveld, H. A. M. (2019). Brand communication in social media: A research agenda. Journal of Advertising, 48(1), 14–26. https://doi.org/10.1080/00913367.2019.1588808
  106. Wang, P., & McCarthy, B. (2021). What do people “like” on Facebook? Content marketing strategies used by retail bank brands in Australia and Singapore. Australasian Marketing Journal, 29(2), 155–176. https://doi.org/10.1016/j.ausmj.2020.04.
  107. Wang, Y., Zhang, M., Tse, Y. K., & Chan, H. K. (2020). Unpacking the impact of social media analytics on customer satisfaction: Do external stakeholder characteristics matter? International Journal of Operations & Production Management, 40(5), 647–669. https://doi.org/10.1108/IJOPM-04-2019-0331
  108. Williams, N. L., Ferdinand, N., & Bustard, J. (2020). From WOM to aWOM – the evolution of unpaid influence: A perspective article. Tourism Review, 75(1), 314–318. https://doi.org/10.1108/TR-05-2019-0171
  109. Yakhlef, A., & Nordin, F. (2021). Effects of firm presence in customer-owned touch points: A self-determination perspective. Journal of Business Research, 130, 473–481. https://doi.org/10.1016/j. jbusres.2019.12.044
  110. Yuan, D., Lin, Z., Filieri, R., Liu, R., & Zheng, M. (2020). Managing the product-harm crisis in the digital era: The role of consumer online brand community engagement. Journal of Business Research, 115, 38–47. https://doi.org/10.1016/j. jbusres.2020.04.044