Meta-study of political communication research on Twitter: methodological trends
DOI:
https://doi.org/10.24137/raeic.9.18.5Keywords:
meta-study, political communication, Twitter, methodologyAbstract
This meta-study analyses the methodological trends of scientific articles focusing on political communication on Twitter published in Spanish between 2019 and 2021 in the journals with the highest impact index (JCR and Scopus Q1 and Q2). From a universe of 1233 articles, a sample of 51 published in seven journals is analysed. Attention is paid to the following methodological parameters: sample types and constructions, time periods, geographical areas, methodologies employed, multimedia analysis, general research themes and approaches, and use of software. The aim is to provide a map of recent scientific research and to identify widespread methodological shortcomings or flaws. Among the findings, there is a significant incidence of articles showing software dependency, i.e. mainly consisting of the mere application of a computer programme or application to a dataset.
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Almirón, N. (2007). La convergencia de intereses entre banca y grupos de comunicación: el caso de SCH y PRISA. Zer: Revista de estudios de comunicación, 22, 41-67. https://bit.ly/3NZdLLI
Antonakaki, D., Fragopoulou, P., & Ioannidis, S. (2021). A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks. Expert Systems with Applications, 164, 114006. https://doi.org/10.1016/j.eswa.2020.114006
Arendt, H. (1997). ¿Qué es la política? Barcelona: Paidós.
Asociación de la Prensa de Madrid (2015). Informe anual de la profesión periodística 2015. Asociación de la Prensa de Madrid. https://bit.ly/3zu9ps2
Bauman, Z. (2003). Modernidad líquida. Buenos Aires: Fondo de Cultura Económica
Bruns, A., & Burgess, J. E. (2011, 8 de septiembre). New methodologies for researching news discussion on Twitter. The Future of Journalism 2011. Cardiff: Cardiff University. http://eprints.qut.edu.au/46330/
Campos-Domínguez, E. (2017). Twitter y la comunicación política. Profesional de la Información, 26(5), 785. https://doi.org/10.3145/epi.2017.sep.01
Casero-Ripollés, A. (2018). Research on political information and social media: Key points and challenges for the future. Profesional de la Información, 27(5), 964. https://doi.org/10.3145/epi.2018.sep.01
Casero-Ripollés, A. (2010). Prensa en Internet: nuevos modelos de negocio en el escenario de la convergencia. Profesional de la Información, 19(6), 595-601. https://doi.org/10.3145/epi.2010.nov.05
Dewey, J. (1927/2004). La opinión pública y sus problemas. Madrid: Morata, 2004
Driscoll, K. (2014). Working Within a Black Box: Transparency in the Collection and Production of Big Twitter Data. 20.
Edo-Osagie, O., De La Iglesia, B., Lake, I., & Edeghere, O. (2020). A scoping review of the use of Twitter for public health research. Computers in Biology and Medicine, 122, 103770. https://doi.org/10.1016/j.compbiomed.2020.103770
González, J.L. (2014). La transformación del ecosistema mediático español: el caso de eldiario.es. Revista Mediterránea de Comunicación, 5(2), 156-171. https://doi.org/10.14198/MEDCOM2014.5.2.10
Gerber, H. R., & Lynch, T. L. (2017). Into the Meta: Research Methods for Moving Beyond Social Media Surfacing. TechTrends, 61(3), 263-272. https://doi.org/10.1007/s11528-016-0140-6
Hattem, D., & Lomicka, L. (2016). What the Tweets say: A critical analysis of Twitter research in language learning from 2009 to 2016. E-Learning and Digital Media, 13(1-2), 5-23. https://doi.org/10.1177/2042753016672350
Hermida, A. (2013). #Journalism: Reconfiguring journalism research about Twitter, one tuit at a time. Digital Journalism, 1(3), 295-313. https://doi.org/10.1080/21670811.2013.808456
Karami, A., Lundy, M., Webb, F., & Dwivedi, Y. K. (2020). Twitter and Research: A Systematic Literature Review Through Text Mining. IEEE Access, 8, 67698-67717. https://doi.org/10.1109/ACCESS.2020.2983656
Lytras, M. D., Visvizi, A., Daniela, L., Sarirete, A., & Ordonez De Pablos, P. (2018). Social Networks Research for Sustainable Smart Education. Sustainability, 10(9), 2974. https://doi.org/10.3390/su10092974
Montero Corrales, L. (2018). Facebook y Twitter: Un recorrido por las principales líneas de investigación. Revista Reflexiones, 97(1), 39. https://doi.org/10.15517/rr.v97i1.33283
Morstatter, F., Pfeffer, J., & Liu, H. (2014). When is it biased?: Assessing the representativeness of twitter’s streaming API. Proceedings of the 23rd International Conference on World Wide Web - WWW ’14 Companion, 555-556. https://doi.org/10.1145/2567948.2576952
Negredo, S., Amoedo, A., Vara-Miguel, A., Moreno, E., Kaufmann, J. (2020). Digital News Report España 2020. Pamplona: Servicio de Publicaciones de la Universidad de Navarra. DOI: https://doi.org/10.15581/019.002
Negredo, S., Martínez, M.P., Breiner, J.G., & Salaverría, R. (2020). Journalism expands in spite of the crisis: digital-native news media in Spain. Media and Communication, 8(2), 73-85. https://doi.org/10.17645/mac.v8i2.2738
Noor, S., Guo, Y., Shah, S. H. H., Nawaz, M. S., & Butt, A. S. (2020). Research Synthesis and Thematic Analysis of Twitter Through Bibliometric Analysis: International Journal on Semantic Web and Information Systems, 16(3), 88-109. https://doi.org/10.4018/IJSWIS.2020070106
Osuna, C.M. (2018). Periodismo de regeneración profesional en Internet: alternativas de autosuficiencia económico- política y mecenazgo ciudadano [Tesis doctoral] Universidad Complutense de Madrid. https://eprints.ucm.es/id/eprint/47735/
Peñamarín, C. (2017). Mediación y mediatización de la comunicación pública. Una perspectiva pragmática, en Álvarez-Peralta, M., Fernández Vázquez, G., y Mazzoli, L., (eds.), La mediación fragmentaria. Mediatización y controversia en la nueva esfera pública (pp. 11-36). La Laguna: Sociedad Latina de Comunicación Social.
Peñamarín, C. (2020). Pragmática de la Esfera Pública. Issues, Mediatización y Controversias, en Álvarez- Peralta, M. (ed.), Controversias, narraciones, relatos mediáticos. Los problemas sociales en la esfera pública. Madrid: Fragua.
Percastre-Mendizábal, S., Pont-Sorribes, C., & Codina, L. (2017). A sample design proposal for the analysis of Twitter in political communication. Profesional de la Información, 26(4), 579. https://doi.org/10.3145/epi.2017.jul.02
Pfaffenberger, F. (2016). Twitter als Basis wissenschaftlicher Studien. Cham: Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-14414-2
Pfeffer, J., Mayer, K., & Morstatter, F. (2018). Tampering with Twitter’s Sample API. EPJ Data Science, 7(1), 50. https://doi.org/10.1140/epjds/s13688-018-0178-0
Rodríguez-Hoyos, C., Salmón, I. H., & Fernández-Díaz, E. (2015). Research on SNS and education: The state of the art and its challenges. Australasian Journal of Educational Technology, 31(1), Article 1. https://doi.org/10.14742/ajet.995
Sinnenberg, L., Buttenheim, A. M., Padrez, K., Mancheno, C., Ungar, L., & Merchant, R. M. (2017). Twitter as a Tool for Health Research: A Systematic Review. American Journal of Public Health, 107(1), e1-e8. https://doi.org/10.2105/AJPH.2016.303512
Stieglitz, S., Mirbabaie, M., Ross, B., & Neuberger, C. (2018). Social media analytics – Challenges in topic discovery, data collection, and data preparation. International Journal of Information Management, 39, 156-168. https://doi.org/10.1016/j.ijinfomgt.2017.12.002
Walby, K., & Gumieny, C. (2020). Public police’s philanthropy and Twitter communications in Canada. Policing: An International Journal, 43(5), 755-768. https://doi.org/10.1108/PIJPSM-03-2020-0041
Weller, K. (2014). What do we get from Twitter—and What Not? A Close Look at Twitter Research in the Social Sciences. KNOWLEDGE ORGANIZATION, 41(3), 238-248. https://doi.org/10.5771/0943-7444-2014-3-238
Yu, J., & Muñoz-Justicia, J. (2020a). Free and Low-Cost Twitter Research Software Tools for Social Science. Social Science Computer Review, 089443932090431. https://doi.org/10.1177/0894439320904318
Yu, J., & Muñoz-Justicia, J. (2020b). A Bibliometric Overview of Twitter-Related Studies Indexed in Web of Science. Future Internet, 12(5), 91. https://doi.org/10.3390/fi12050091



