Social Media: A Bibliometric Analysis
Abstract
This research discusses the development and role of social media in modern life, especially Within digital marketing and consumer behavior. Social media, defined as internet-based platforms that enable user creation and exchange of content, has experienced a rise from 2003 to 2013, with significant influence on communication, social interaction, and business strategy. The method used in this study is bibliometric analysis with VOSviewer software, which maps data from scholarly articles published in leading journals such as Elsevier, Emerald, Springer, Willey, Sagepub, and Taylor. Data was collected using Publish or Perish software with specific keywords related to social media, digital marketing, and consumer behavior. From the bibliometric analysis, 1,550 articles with 4,961 keywords were found and analyzed using co-occurrence and co-authorship methods, resulting in 111 specific keywords divided into 11 clusters. The study revealed the importance of social media in building customer-business relationships, the influence of the power of social ties on consumer behavior, and the role of social media in developing effective marketing strategies. The research also identifies author collaborations in social media-related studies and shows how research trends and patterns evolve. The findings provide deep insights into the use of social media in modern marketing strategies. They can form the basis for further research development in management, business, and digital marketing. The findings of this study offer valuable contributions to the academic and professional understanding of social media. They serve as a foundational reference for future research aiming to explore the strategic applications of social media in business, the psychology of online consumer engagement, and the technological advancements that continue to reshape digital communications. The study also provides insights into the evolution of research patterns, visualizing how scholarly focus has shifted from early platforms like MySpace and Flickr to contemporary and emerging platforms such as YouTube, TikTok, and Instagram. Using overlay visualization and keyword density maps, the research identifies recent trends and research gaps, highlighting areas that require further academic exploration. For instance, the dominance of "YouTube" in recent literature indicates a growing interest in multimedia marketing, influencer culture, and community-driven content. At the same time, some topics, such as mobile-integrated social platforms, remain underexplored.
Keywords
References
A. M. Kaplan and M. Haenlein, “Users of the world, unite! The challenges and opportunities of Social Media,” Bus. Horiz., vol. 53, no. 1, pp. 59–68, 2010, doi: 10.1016/j.bushor.2009.09.003.
A. K. Fox and M. B. Royne, “PRIVATE INFORMATION IN A SOCIAL WORLD: ASSESSING CONSUMERS’ FEAR AND UNDERSTANDING OF SOCIAL MEDIA PRIVACY,” J. Mark. Theory Pract., vol. 26, no. 1–2, pp. 72–89, Apr. 2018, doi: 10.1080/10696679.2017.1389242.
A. H. Zadeh, M. Zolfagharian, and C. F. Hofacker, “Customer–customer value co-creation in social media: conceptualization and antecedents,” J. Strateg. Mark., vol. 27, no. 4, pp. 283–302, May 2019, doi: 10.1080/0965254X.2017.1344289.
R. J. Brodie, L. D. Hollebeek, B. Juri?, and A. Ili?, “Customer engagement: Conceptual domain, fundamental propositions, and implications for research,” J. Serv. Res., vol. 14, no. 3, pp. 252–271, 2011, doi: 10.1177/1094670511411703.
S. L. Vargo and R. F. Lusch, “Service-dominant logic: Continuing the evolution,” J. Acad. Mark. Sci., vol. 36, no. 1, pp. 1–10, 2008, doi: 10.1007/s11747-007-0069-6.
J. Riley, “Riley, 2020,” J. Glob. Sch. Mark. Sci. Bridg. Asia World, vol. 30, no. 4, pp. 344–357, 2020, doi: 10.1080/21639159.2020.1766990.
V. García-Perdomo, R. Salaverría, D. K. Kilgo, and S. Harlow, “To Share or Not to Share: The influence of news values and topics on popular social media content in the United States, Brazil, and Argentina,” Journal. Stud., vol. 19, no. 8, pp. 1180–1201, Jun. 2018, doi: 10.1080/1461670X.2016.1265896.
F. Li, J. Larimo, and L. C. Leonidou, “Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda,” J. Acad. Mark. Sci., vol. 49, no. 1, pp. 51–70, Jan. 2021, doi: 10.1007/s11747-020-00733-3.
S. Purwar, “Digital Marketing: An Effective Tool of Fashion Marketing.” [Online]. Available: https://ssrn.com/abstract=3318992
R. T. Rust, “The future of marketing,” Int. J. Res. Mark., vol. 37, no. 1, pp. 15–26, Mar. 2020, doi: 10.1016/j.ijresmar.2019.08.002.
E. Alwagait, B. Shahzad, and S. Alim, “Impact of social media usage on students academic performance in Saudi Arabia,” Comput. Human Behav., vol. 51, pp. 1092–1097, Oct. 2015, doi: 10.1016/j.chb.2014.09.028.
M. Atzmueller, “Mining social media: Key players, sentiments, and communities,” Wiley Interdiscip. Rev. Data Min. Knowl. Discov., vol. 2, no. 5, pp. 411–419, Sep. 2012, doi: 10.1002/widm.1069.
M. Cheng, I. K. A. Wong, S. Wearing, and M. McDonald, “Ecotourism social media initiatives in China,” J. Sustain. Tour., vol. 25, no. 3, pp. 416–432, Mar. 2017, doi: 10.1080/09669582.2016.1214141.
E. Bonsón, L. Torres, S. Royo, and F. Flores, “Local e-government 2.0: Social media and corporate transparency in municipalities,” Gov. Inf. Q., vol. 29, no. 2, pp. 123–132, Apr. 2012, doi: 10.1016/j.giq.2011.10.001.
E. Bonsón and F. Flores, “Social media and corporate dialogue: The response of global financial institutions,” Online Inf. Rev., vol. 35, no. 1, pp. 34–49, 2011, doi: 10.1108/14684521111113579.
K. M. Carley, M. Malik, P. M. Landwehr, J. Pfeffer, and M. Kowalchuck, “Crowd sourcing disaster management: The complex nature of Twitter usage in Padang Indonesia,” Saf. Sci., vol. 90, pp. 48–61, Dec. 2016, doi: 10.1016/j.ssci.2016.04.002.
S. Rai, “Engaging Young Employees (Gen Y) in a Social Media Dominated World – Review and Retrospection,” Procedia - Soc. Behav. Sci., vol. 37, pp. 257–266, 2012, doi: 10.1016/j.sbspro.2012.03.292.
R. Rauniar, G. Rawski, J. Yang, and B. Johnson, “Technology acceptance model (TAM) and social media usage: An empirical study on Facebook,” J. Enterp. Inf. Manag., vol. 27, no. 1, pp. 6–30, 2014, doi: 10.1108/JEIM-04-2012-0011.
M. Bishop, “Healthcare Social Media for Consumer Informatics,” in Consumer Informatics and Digital Health: Solutions for Health and Health Care, Springer International Publishing, 2019, pp. 61–86. doi: 10.1007/978-3-319-96906-0_4.
A. Hermida, F. Fletcher, D. Korell, and D. Logan, “SHARE, LIKE, RECOMMEND: Decoding the social media news consumer,” Journal. Stud., vol. 13, no. 5–6, pp. 815–824, 2012, doi: 10.1080/1461670X.2012.664430.
D. E. O’leary, “THE USE OF SOCIAL MEDIA IN THE SUPPLY CHAIN: SURVEY AND EXTENSIONS,” Intell. Syst. Accounting, Financ. Manag., vol. 18, no. 2–3, pp. 121–144, Apr. 2011, doi: 10.1002/isaf.327.
C. T. Lee and S. H. Hsieh, “Can social media-based brand communities build brand relationships? Examining the effect of community engagement on brand love,” Behav. Inf. Technol., vol. 41, no. 6, pp. 1270–1285, 2022, doi: 10.1080/0144929X.2021.1872704.
A. M. Munar and J. K. S. Jacobsen, “Trust and Involvement in Tourism Social Media and Web-Based Travel Information Sources,” Scand. J. Hosp. Tour., vol. 13, no. 1, pp. 1–19, Apr. 2013, doi: 10.1080/15022250.2013.764511.
C. T. Carr and R. A. Hayes, “Social Media: Defining, Developing, and Divining,” Atl. J. Commun., vol. 23, no. 1, pp. 46–65, Jan. 2015, doi: 10.1080/15456870.2015.972282.
P. Seargeant and C. Tagg, “Introduction: The language of social media.”
C. Stohl, M. Etter, S. Banghart, and D. J. Woo, “Social Media Policies: Implications for Contemporary Notions of Corporate Social Responsibility,” J. Bus. Ethics, vol. 142, no. 3, pp. 413–436, May 2017, doi: 10.1007/s10551-015-2743-9.
J. Chae, D. Thom, Y. Jang, S. Kim, T. Ertl, and D. S. Ebert, “Public behavior response analysis in disaster events utilizing visual analytics of microblog data,” Comput. Graph., vol. 38, no. 1, pp. 51–60, 2014, doi: 10.1016/j.cag.2013.10.008.
M. Oliveira and T. Fernandes, “Luxury brands and social media: drivers and outcomes of consumer engagement on Instagram,” J. Strateg. Mark., vol. 30, no. 4, pp. 389–407, 2022, doi: 10.1080/0965254X.2020.1777459.
?. B. Tatar and ?. Eren-Erdo?mu?, “The effect of social media marketing on brand trust and brand loyalty for hotels,” Inf. Technol. Tour., vol. 16, no. 3, pp. 249–263, Sep. 2016, doi: 10.1007/s40558-015-0048-6.
R. Russell-Bennett and J. Parkinson, “loyalty (brand loyalty),” 2014.
E. Meriglier, O. Debouverie, A. Walter-Lepage, A. Brigaud, C. Beuvon, and L. Luca, “Un syndrome cérébelleux révélant un syndrome de Gougerot-Sjögren primitif,” Sep. 01, 2015, Elsevier Masson SAS. doi: 10.1016/j.neurol.2015.03.009.
R. Huerta-Álvarez, J. J. Cambra-Fierro, and M. Fuentes-Blasco, “The interplay between social media communication, brand equity and brand engagement in tourist destinations: An analysis in an emerging economy,” J. Destin. Mark. Manag., vol. 16, Jun. 2020, doi: 10.1016/j.jdmm.2020.100413.
H. A. M. Voorveld, “Brand Communication in Social Media: A Research Agenda,” J. Advert., vol. 48, no. 1, pp. 14–26, Jan. 2019, doi: 10.1080/00913367.2019.1588808.
Z. Chen, C. C. Su, and A. Chen, “Top-down or Bottom-up? A Network Agenda-setting Study of Chinese Nationalism on Social Media,” J. Broadcast. Electron. Media, vol. 63, no. 3, pp. 512–533, Jul. 2019, doi: 10.1080/08838151.2019.1653104.
J. Bronstein, N. Aharony, and J. Bar-Ilan, “Politicians’ use of Facebook during elections: Use of emotionally-based discourse, personalization, social media engagement and vividness,” Aslib J. Inf. Manag., vol. 70, no. 5, pp. 551–572, Oct. 2018, doi: 10.1108/AJIM-03-2018-0067.
F. Tiago, J. Couto, S. Faria, and T. Borges-Tiago, “Cruise tourism: social media content and network structures,” Tour. Rev., vol. 73, no. 4, pp. 433–447, Oct. 2018, doi: 10.1108/TR-10-2017-0155.
G. A. Giannopoulos, “The application of information and communication technologies in transport,” Eur. J. Oper. Res., vol. 152, no. 2, pp. 302–320, Jan. 2004, doi: 10.1016/S0377-2217(03)00026-2.
J. Hemsley and R. M. Mason, “Knowledge and Knowledge Management in the Social Media Age,” Jan. 2013. doi: 10.1080/10919392.2013.748614.
M. Zulean and G. Prelipcean, “Emergency preparedness in romania: Dynamics, shortcomings and policy proposals,” Technol. Forecast. Soc. Change, vol. 80, no. 9, pp. 1714–1724, Nov. 2013, doi: 10.1016/j.techfore.2012.11.004.
E. Djonov and T. Van Leeuwen, “Social media as semiotic technology and social practice: the case of ResearchGate’s design and its potential to transform social practice,” Soc. Semiot., vol. 28, no. 5, pp. 641–664, Oct. 2018, doi: 10.1080/10350330.2018.1504715.
A. Setiawan, M. Y. Mahadianto, M. Alwi, and B. A. Prasetya, “Mapping The Knowledge Domains of Digital Transformation Publications: A Bibliometric Analysis,” 2024, pp. 440–457. doi: 10.2991/978-94-6463-443-3_58.
DOI: https://doi.org/10.52088/ijesty.v5i2.880
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