Mapping digital marketing research in social networks: A short-term bibliometric analysis (2018-2023)

Palabras clave: Digital marketing, business transformation, e-commerce, social networks, artificial intelligence

Resumen

This study delved into the world of Digital Marketing in social networks, exploring its evolution from 2018 to April 2023 through the prism of the Scopus database. Using a quantitative methodology with a bibliometric approach, 368 documents were examined using statistical tools such as VOSviewer, RStudio and Microsoft Excel. The results paint a picture where the annual document production shows a steady decline of -3.34%, attributed to saturation, changing algorithms and mutable preferences. With the participation of 81 countries, Spain, USA, UK, India, and Indonesia emerge as prominent players, while 26 subject areas, led by Business, Computer Science and Social Sciences, top the subject matter. Documentary diversity is reflected in articles (76.36%), papers (15.22%) and reviews (3.80%). In this scenario, nine authors, including Civelek et al. (2020), Dwivedi et al. (2020), and Saura (2021), stand out. The exploration of trends took the form of a Thematic Map with specific sections, while future inquiries are oriented towards resource theory, destination marketing, social network platforms, diet advertising and social network analysis. Overall, this study not only provides insight into contemporary scientific production, but also points to fruitful directions for future research.

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Biografía del autor/a

Egidio Peixoto Rodriguez

Magister en Administración. Doctorando en la Escuela de Posgrado de la Universidad San Ignacio de Loyola (EPG-USIL), Lima, Perú. E-mail: egidio.peixoto@epg.usil.pe ORCID: https://orcid.org/0000-0003-4707-4552

Lorena C. Espina-Romero

Doctora en Ciencias Gerenciales. Académico e Investigador de la Escuela de Posgrado en la Universidad San Ignacio de Loyola (EPG-USIL), Lima, Perú. E-mail: lespina@usil.edu.pe ORCID: https://orcid.org/0000-0002-6637-8300

Citas

Ananda, A. S., Hernández-García, Á., & Lamberti, L. (2016). N-REL: A comprehensive framework of social media marketing strategic actions for marketing organizations. Journal of Innovation and Knowledge, 1(3), 170-180. https://doi.org/10.1016/j.jik.2016.01.003

Appel, G., Grewal, L., Hadi, R., & Stephen, A. T. (2020). The future of social media in marketing. Journal of the Academy of Marketing Science, 48(1), 79-95. https://doi.org/10.1007/s11747-019-00695-1

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007

Aydin, G. (2021). Examining social commerce intentions through the uses and gratifications theory. In I. Management Association (Ed.), Research Anthology on Strategies for Using Social Media as a Service and Tool in Business (pp. 1203-1232). IGI Global. https://doi.org/10.4018/978-1-7998-9020-1.ch060

Balogh, J. M., & Mizik, T. (2022). Impacts of marketing strategy and social media activity on the profitability of online wine shops: The case of Hungary. Economies, 10(12), 301. https://doi.org/10.3390/economies10120301

Benito-Colio, B., González-Férnandez, F. T., Martínez-Cantallops, C., & García-Mármol, E. (2022). The engagement of the social networks in the ACB Basketball League. Sustainability, 14(20), 13462. https://doi.org/10.3390/su142013462

Botelho, L. V., Freitas, J. V., Da Camara, A. O., De Almeida, I. F., Gonçalves, T. D. S., Martins, P., Silva, D., & De Oliveira, L. (2023). Digital marketing of online food delivery services in a social media platform before and during COVID-19 pandemic in Brazil. Public Health Nutrition, 26(1), 1-11. https://doi.org/10.1017/S1368980022002191

Burnham, J. F. (2006). Scopus database: A review. Biomedical Digital Libraries, 3(1), 1. https://doi.org/10.1186/1742-5581-3-1

Cadavid, L., & Valencia-Arias, A. (2022). Analysis and categorization of studies of digital marketing in small and medium enterprises. Intangible Capital, 18(2), 263-289. https://doi.org/10.3926/ic.1809

Calanchez, A., Cardich, J., Blas, K., & Huaman, C. (2023). Devenir teórico-práctico del Marketing social en el cambio de comportamiento de ciudadanos en la era actual. Revista de Ciencias Sociales (Ve), XXIX(1), 328–343. https://doi.org/10.31876/rcs.v29i1.39754

Civelek, M., Gajdka, K., Světlík, J., & Vavrečka, V. (2020). Differences in the usage of online marketing and social media tools: Evidence from Czech, Slovakian and Hungarian SMEs. Equilibrium. Quarterly Journal of Economics and Economic Policy, 15(3), 537-563. https://doi.org/10.24136/eq.2020.024

Da Silva, R., Cardoso, D. J., Pereira, C., Barros, V. D. F., Piovesan, V., & Barboza, M. (2023). Performance analysis of social media platforms: evidence of digital marketing. Journal of Marketing Analytics. https://doi.org/10.1057/s41270-023-00211-z

Daud, I., Nurjannah, D., Mohyi, A., Ambarwati, T., Cahyono, Y., Haryoko, A. E., Handoko, A. L., Putra, R. S., Wijoyo, H., Ari-Yanto, A., & Jihadi, M. (2022). The effect of digital marketing, digital finance and digital payment on finance performance of Indonesian SMEs. International Journal of Data and Network Science, 6(1), 37-44. https://doi.org/10.5267/J.IJDNS.2021.10.006

Dearlove, T., Begley, A., Scott, J. A., & Devenish-Coleman, G. (2021). Digital marketing of commercial complementary foods in Australia: An analysis of brand messaging. International Journal of Environmental Research and Public Health, 18(15), 7934. https://doi.org/10.3390/ijerph18157934

Durán, C. M., Páez, D. C., & García, C. L. (2021). Social networks and entrepreneurship in times of COVID-19: Ocaña experience – Colombia. Revista de Ciencias Sociales (Ve), XXVII(E-4), 94-107. https://doi.org/10.31876/rcs.v27i.36996

Dwivedi, Y. K., Rana, N. P., Slade, E. L., Singh, N., & Kizgin, H. (2020). Editorial introduction: Advances in theory and practice of digital marketing. Journal of Retailing and Consumer Services, 53, 101909. https://doi.org/10.1016/j.jretconser.2019.101909

Einsle, C. S., & Izquierdo, G. E. (2022). Taekwondo championship participant’s social networking sites usage profile: A descriptive study. Journal of Physical Education and Sport, 22(7), 1723-1731. https://doi.org/10.7752/jpes.2022.07216

Erkkilä, T., & Luoma-Aho, V. (2023). Alert but somewhat unaligned: Public sector organisations’ social media listening strategies during the COVID-19 pandemic. Journal of Communication Management, 27(1), 120-135. https://doi.org/10.1108/JCOM-02-2022-0015

Erokhina, T. B., Mitko, O. A., & Troilin, V. V. (2018). Digital marketing and digital logistics in consumer communication. European Research Studies Journal, 21(2), 861-867. https://ersj.eu/journal/1337

Espina-Romero, L., Noroño, J. G., Gutiérrez, H., Dworaczek, H., Solier, Y., Cervera, L. E., & Rio, J. (2023). Which industrial sectors are affected by artificial intelligence? A bibliometric analysis of trends and perspectives. Sustainability, 15(16), 12176. https://doi.org/10.3390/su151612176

Faria, S., Sousa, 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, 2022, 448483. https://doi.org/10.5171/2022.448483

Gao, P., & Zhao, L. (2022). Study on deep learning technology to construct e-commerce industry marketing promotion model. Security and Communication Networks, 2022, 9958398. https://doi.org/10.1155/2022/9958398

Gaol, J. L., & Ichsan, R. N. (2022). Traditional market management model based on digital marketing. Quality - Access to Success, 23(191), 228-233. https://doi.org/10.47750/QAS/23.191.27

Govindankutty, S., & Gopalan, S. P. (2023). SEDIS-A rumor propagation model for social networks by incorporating the human nature of selection. Systems, 11(1), 12. https://doi.org/10.3390/systems11010012

Habibi, F., Hamilton, C. A., Valos, M. J., & Callaghan, M. (2015). E-marketing orientation and social media implementation in B2B marketing. European Business Review, 27(6), 638-655. https://doi.org/10.1108/EBR-03-2015-0026

Hagen, D., Risselada, A., Spierings, B., Weltevreden, J. W. J., & Atzema, O. (2022). Digital marketing activities by Dutch place management partnerships: A resource-based view. Cities, 123, 103548. https://doi.org/10.1016/j.cities.2021.103548

Herhausen, D., Miočević, D., Morgan, R., & Kleijnen, M. (2020). The digital marketing capabilities gap. Industrial Marketing Management, 90, 276-290. https://doi.org/10.1016/j.indmarman.2020.07.022

Hidayana, I., Prawindarti, L., Umar, N., Ambarwati, K., & Rosatriani, F. (2023). Marketing of commercial milk formula during COVID-19 in Indonesia. Maternal & Child Nutrition, 19(3), e13491. https://doi.org/10.1111/mcn.13491

Hsu, K. K., & Hung, W.-H. (2022). Social media marketing: A bibliometric study in digital marketing literatures. ICEB 2022 Proceedings of the International Conference on Electronic Business (Bangkok, Thailand), 687–693. https://aisel.aisnet.org/iceb2022/69

Karlsen, M. C., Lichtenstein, A. H., Economos, C. D., Folta, S. C., Rogers, G., Jacques, P. F., Livingston, K. A., Rancaño, K. M., & McKeown, N. M. (2018). Web-based recruitment and survey methodology to maximize response rates from followers of popular diets: The Adhering to Dietary Approaches for Personal Taste (ADAPT) feasibility survey. Current Developments in Nutrition, 2(5), nzy012. https://doi.org/10.1093/cdn/nzy012

Khan, M. M., Siddique, M., Yasir, M., Qureshi, M. I., Khan, N., & Safdar, M. Z. (2022). The significance of digital marketing in shaping ecotourism behaviour through destination image. Sustainability, 14(12), 7395. https://doi.org/10.3390/su14127395

Khan, S. (2021). Structural framework of digital transformation enablers towards enhancing the social media marketing. Management Science Letters, 11(2), 327-338. https://doi.org/10.5267/j.msl.2020.9.037

Khoa, B. T., & Huynh, T. T. (2023). The influence of social media marketing activities on customer loyalty: A study of e-commerce industry. International Journal of Data and Network Science, 7(1), 175-184. https://doi.org/10.5267/j.ijdns.2022.11.005

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

Krishen, A. S., Dwivedi, Y. K., Bindu, N., & Kumar, K. S. (2021). A broad overview of interactive digital marketing: A bibliometric network analysis. Journal of Business Research, 131, 183-195. https://doi.org/10.1016/j.jbusres.2021.03.061

Kumar, B., Sharma, A., Vatavwala, S., & Kumar, P. (2020). Digital mediation in business-to-business marketing: A bibliometric analysis. Industrial Marketing Management, 85, 126-140. https://doi.org/10.1016/j.indmarman.2019.10.002

Li, S., Shi, Y., Wang, L., & Xia, E. (2023). A bibliometric analysis of brand orientation strategy in digital marketing: Determinants, research perspectives and evolutions. Sustainability, 15(2), 1486. https://doi.org/10.3390/su15021486

López, J. J., Lizcano, D., Ramos, C. M. Q., & Matos, N. (2019). Digital marketing actions that achieve a better attraction and loyalty of users: An analytical study. Future Internet, 11(6), 130. https://doi.org/10.3390/fi11060130

Low, S., Ullah, F., Shirowzhan, S., Sepasgozar, S. M. E., & Lee, C. L. (2020). Smart digital marketing capabilities for sustainable property development: A case of Malaysia. Sustainability, 12(13), 5402. https://doi.org/10.3390/su12135402

Makris, C., & Pispirigos, G. (2021). Stacked community prediction: A distributed stacking-based community extraction methodology for large scale social networks. Big Data and Cognitive Computing, 5(1), 14. https://doi.org/10.3390/bdcc5010014

Marchand, A., Hennig-Thurau, T., & Flemming, J. (2021). Social media resources and capabilities as strategic determinants of social media performance. International Journal of Research in Marketing, 38(3), 549-571. https://doi.org/10.1016/j.ijresmar.2020.09.011

Mazerant, K., Willemsen, L. M., Neijens, P. C., & Van Noort, G. (2021). Spot-On Creativity: Creativity biases and their differential effects on consumer responses in (non-)real-time marketing. Journal of Interactive Marketing, 53(1), 15-31. https://doi.org/10.1016/j.intmar.2020.06.004

Mehmeti-Bajrami, S., Qerimi, F., & Qerimi, A. (2022). The impact of digital marketing vs. traditional marketing on consumer buying behavior. HighTech and Innovation Journal, 3(3), 326-340. https://doi.org/10.28991/HIJ-2022-03-03-08

Mota-Castillo, P. J., Unar-Munguía, M., Santos-Guzmán, A., Ceballos-Rasgado, M., Tolentino-Mayo, L., Barquera, S., Sachse, M., Cobo, F., & Bonvecchio, A. (2023). Digital marketing of commercial breastmilk substitutes and baby foods: strategies, and recommendations for its regulation in Mexico. Globalization and Health, 19(1), 8. https://doi.org/10.1186/s12992-023-00908-x

Nguyen, V. A., Son, D. N., Nguyen, T. T. H., Kuznetsov, S., & Vinh, N. T. Q. (2018). A method for determining information diffusion cascades on social networks. Eastern-European Journal of Enterprise Technologies, 6(2 (96), 61-69. https://doi.org/10.15587/1729-4061.2018.150295

Nixon, L. (July 18-20, 2023). How do destinations relate to one another? A study of destination visual Branding on Instagram. In B. Ferrer-Rosell, D. Massimo y K. Berezina (Eds.), Information and Communication Technologies in Tourism 2023: Proceedings of the ENTER 2023 eTourism Conference (pp. 204-216). Springer. https://doi.org/10.1007/978-3-031-25752-0_23

Palaniswamy, V., & Raj, K. (2022). Social media marketing adoption by agriculturists: A TAM based study. International Journal of Professional Business Review, 7(3), e0537. https://doi.org/10.26668/businessreview/2022.v7i3.537

Păvăloaia, V.-D., Anastasiei, I.-D., & Fotache, D. (2020). Social media and e-mail marketing campaigns: Symmetry versus convergence. Symmetry, 12(12), 1940. https://doi.org/10.3390/sym12121940

Pérez-Bonaventura, M., Fortó-Areny, J., & Mariño-Mesías, R. M. (2023). The social networks of public universities in Andorra, Spain and France: Study and analysis of the social networks of public universities in Andorra, Spain and France. VISUAL Review. International Visual Culture Review / Revista Internacional de Cultura, 14(2), 1-13. https://doi.org/10.37467/revvisual.v10.4609

Prasad, R. K., & Verma, S. (2020). An investigation on brand boycott: Understanding negative psychology of consumers in the era of digital marketing era. Academy of Marketing Studies Journal, 24(1), 1–17. https://www.abacademies.org/articles/an-investigation-on-brand-boycott-understanding-negative-psychology-of-consumers-in-the-era-of-digital-marketing-8867.html

Rodrigues, A., & Silva, P. (2023). Portuguese born-on-the-net brand’s strategy on Instagram. In N. Martins y D. Brandão (Eds.), Advances in Design and Digital Communication III. DIGICOM 2022 (Vol. 27, pp. 323–335). Springer. https://doi.org/10.1007/978-3-031-20364-0_28

Saldaña, D., Matta, G. E., Bustos, M. D. P., & Panta, M. E. (2023). Social marketing and the purchase decision process of millenials in carbonated beverages in Peru. Revista de Ciencias Sociales (Ve), XXIX(E-7), 165-173. https://doi.org/10.31876/rcs.v29i.40455

Sathish, A. S., Prakash, M., Kumar, V. S., & Sathavalli, M. P. (2022). Role of digital marketing in growth of e-commerce business in India: An empirical study. Journal of Pharmaceutical Negative Results, 13(E-9), 226-233. https://doi.org/10.47750/pnr.2022.13.S09.027

Saura, J. R. (Ed.) (2021). Advanced digital marketing strategies in a data-driven era. IGI Global. https://doi.org/10.4018/978-1-7998-8003-5

Saura, J. R., Palos-Sánchez, P., & Cerdá, L. M. (2017). Understanding the digital marketing environment with KPIs and web analytics. Future Internet, 9(4), 76. https://doi.org/10.3390/fi9040076

Scuotto, V., Del Giudice, M., & Carayannis, E. G. (2017). The effect of social networking sites and absorptive capacity on SMES’ innovation performance. Journal of Technology Transfer, 42(2), 409-424. https://doi.org/10.1007/s10961-016-9517-0

Serra, D., Morais, E. P., & Cunha, C. R. (2020). A importância do marketing digital na hotelaria: Caso de estudo do Hotel Turismo São Lázaro. RISTI. Revista Ibérica de Sistemas e Tecnologias de Informação, (E-34), 463-475. https://www.risti.xyz/issues/ristie34.pdf

Shankar, V., Kleijnen, M., Ramanathan, S., Rizley, R., Holland, S., & Morrissey, S. (2016). Mobile shopper marketing: Key issues, current insights, and future research avenues. Journal of Interactive Marketing, 34(1), 37-48. https://doi.org/10.1016/j.intmar.2016.03.002

Silaban, P. H., Chen, W.-K., Sormin, S., Panjaitan, Y. N. B. P., & Silalahi, A. D. K. (2023). How does electronic word of mouth on Instagram affect travel behaviour in Indonesia: A perspective of the information adoption model. Cogent Social Sciences, 9(1), 2163525. https://doi.org/10.1080/23311886.2022.2163525

Son, N. D., Hanh, P. D., Cuong, N. N., & Hoa, N. N. (2021). A RED-BET Method to improve the information diffusion on social networks. International Journal of Advanced Computer Science and Applications, 12(8), 867-875. https://doi.org/10.14569/IJACSA.2021.0120898

Sridhar, S., & Fang, E. (2019). New vistas for marketing strategy: Digital, data-rich, and developing market (D3) environments. Journal of the Academy of Marketing Science, 47(6), 977-985. https://doi.org/10.1007/s11747-019-00698-y

Sultoni, M. H., Sudarmiatin, Hermawan, A., & Sopiah. (2022). Digital marketing, digital orientation, marketing capability, and information technology capability on marketing performance of Indonesian SMEs. International Journal of Data and Network Science, 6(4), 1381-1388. https://doi.org/10.5267/j.ijdns.2022.5.013

Tarazona-Montoya, R., Peris-Ortiz, M., & Devece, C. (2020). The value of cluster association for digital marketing in tourism regional development. Sustainability, 12(23), 9887. https://doi.org/10.3390/su12239887

Zheng, C., Zhang, Q., Long, G., Zhang, C., Young, S. D., & Wang, W. (2020). Measuring time-sensitive and topic-specific influence in social networks with LSTM and self-attention. IEEE Access, 8, 82481-82492. https://doi.org/10.1109/ACCESS.2020.2991683

Zheng, C., Zhang, Q., Young, S., & Wang, W. (2020). On-demand Influencer Discovery on social media. CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management, 2337-2340. https://doi.org/10.1145/3340531.3412134

Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. https://doi.org/10.1177/1094428114562629
Publicado
2024-04-12
Cómo citar
Peixoto Rodriguez, E., & Espina-Romero, L. C. (2024). Mapping digital marketing research in social networks: A short-term bibliometric analysis (2018-2023). Revista De Ciencias Sociales, 30(2), 15-31. https://doi.org/10.31876/rcs.v30i2.41906
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