Googleando la inmigración: Asociaciones entre el comportamiento de búsqueda, los niveles de inmigración y las actitudes hacia la inmigración
DOI:
https://doi.org/10.14198/obets.27886Palabras clave:
Google Trends, inmigración, actitudes hacia la inmigración, política migratoria, xenofobiaResumen
Google Trends ha captado la atención académica por su aplicación en campos como la propagación de enfermedades, los patrones de consumo o el comportamiento electoral. Sin embargo, la investigación sobre actitudes en materia étnica es limitada, y la mayoría de la literatura se centra en términos de búsqueda racistas en Estados Unidos, descuidando así la inmigración y los países europeos. Además, ningún estudio hasta la fecha ha contrastado patrones de búsqueda con medidas explícitas de encuesta sobre prejuicio racial o antinmigrante. Este estudio examina el caso de España para explorar en qué medida (y cuáles de) las búsquedas en Google sobre inmigración están asociadas con actitudes en materia migratoria y/o niveles de población inmigrante. A partir de datos panel a nivel regional desde 2010 hasta 2022, se utilizaron modelos de regresión OLS de efectos fijos para contrastar si el comportamiento de búsqueda está relacionado con datos de la Encuesta Social Europea y/o del Padrón de Habitantes. Las búsquedas sobre inmigrantes son significativamente más prevalentes en áreas con mayores proporciones de personas nacidas en el extranjero con características fenotípicas distintivas. Asimismo, algunas búsquedas sobre el número de personas inmigrantes en el país están consistentemente asociadas a preferencias restrictivas en política migratoria, en línea con investigación consolidada sobre la relación entre actitudes negativas y percepciones de amenaza demográfica. Aunque fueran propensas a falsos positivos, estos resultados sugieren que el auge de ciertas búsquedas sobre el volumen de población inmigrante podría servir como una herramienta útil para detectar potenciales cambios respecto a las preferencias en política migratoria sin coste y en tiempo real.
Financiación
Programa de Formación del Profesorado Universitario (FPU) del Ministerio de Universidades del Gobierno de EspañaCitas
Anderson, D. M., Crost, B., & Rees, D. I. (2020). Do economic downturns fuel racial animus?. Journal of Economic Behavior & Organization, 175, 9-18. https://doi.org/10.1016/j.jebo.2020.04.004
Bail, C. A., Merhout, F., & Ding, P. (2018). Using Internet search data to examine the relationship between anti-Muslim and pro-ISIS sentiment in US counties. Science advances, 4(6), eaao5948. https://doi.org/10.1126/sciadv.aao5948
Balestra, P., & Krishnakumar, J. (2008). Fixed effects models and fixed coefficients models. In The econometrics of panel data: fundamentals and recent developments in theory and practice (pp. 23-48). Berlin/Heidelberg: Springer. https://doi.org/10.1007/978-3-540-75892-1_2
Barrie, C. (2020). Searching racism after George Floyd. Socius, 6, 2378023120971507. https://doi.org/10.1177/2378023120971507
Bernárdez-Rodal, A., Rey, P. R., & Franco, Y. G. (2022). Radical right parties and anti-feminist speech on Instagram: Vox and the 2019 Spanish general election. Party Politics, 28(2), 272-283. https://doi.org/10.1177/1354068820968839
Brüderl, J., & Ludwig, V. (2015). Fixed-effects panel regression. The Sage handbook of regression analysis and causal inference, 327, 357. https://doi.org/10.4135/9781446288146.n15
Calderón, C., Blanco-Herrero, D., Frías-Vázquez, M., & Seoane-Pérez, F. (2021). Refugees welcome? Online hate speech and sentiments in twitter in Spain during the reception of the boat Aquarius. Sustainability, 13(5), 2728. https://doi.org/10.3390/su13052728
Campante, F. R., Depetris-Chauvin, E., & Durante, R. (2020). The virus of fear: The political impact of Ebola in the US (No. w26897). National Bureau of Economic Research. https://doi.org/10.3386/w26897
Carter, Rosie and Lowles, Nick (2022). Fear and Hope 2022: A realignment of identity politics. London: HOPE not hate. https://hopenothate.org.uk/2022/08/16/fear-hope-2022/ [accessed 20 June 2024]
Cea D'Ancona, M. Á. (2016). Immigration as a threat: Explaining the changing pattern of xenophobia in Spain. Journal of International Migration and Integration, 17, 569-591. https://doi.org/10.1007/s12134-015-0415-3
Ceobanu, A. M., & Escandell, X. (2010). Comparative analyses of public attitudes toward immigrants and immigration using multinational survey data: A review of theories and research. Annual review of sociology, 36, 309-328. https://doi.org/10.1146/annurev.soc.012809.102651
Chae, D. H., Clouston, S., Martz, C. D., Hatzenbuehler, M. L., Cooper, H. L., Turpin, R., Stephens-Davidowitz, S. & Kramer, M. R. (2018). Area racism and birth outcomes among Blacks in the United States. Social Science & Medicine, 199, 49-55. https://doi.org/10.1016/j.socscimed.2017.04.019
Chan, J. (2019). The effect of college education on intolerance: evidence from Google search data. Applied economics letters, 26(2), 83-86. https://doi.org/10.1080/13504851.2018.1438582
Checa, J. C., Arjona Garrido, Á., & Checa y Olmos, F. (2010). Actitudes recientes hacia los inmigrantes en El Ejido (España). Convergencia, 17(52), 125-154. https://www.scielo.org.mx/scielo.php?pid=S1405-14352010000100006&script=sci_abstract&tlng=en
Choi, H., & Varian, H. (2012). Predicting the present with Google Trends. Economic record, 88, 2-9. https://doi.org/10.1111/j.1475-4932.2012.00809.x
Chykina, V., & Crabtree, C. (2018). Using google trends to measure issue salience for hard-to-survey populations. Socius, 4, 2378023118760414. https://doi.org/10.1177/2378023118760414
Connor, P., Sarafidis, V., Zyphur, M. J., Keltner, D., & Chen, S. (2019). Income inequality and White-on-Black racial bias in the United States: Evidence from project implicit and Google Trends. Psychological science, 30(2), 205-222. https://doi.org/10.1177/0956797618815441
Corbi, R., & Picchetti, P. (2020). The cost of gendered attitudes on a female candidate: Evidence from Google Trends. Economics letters, 196, 109495. https://doi.org/10.1016/j.econlet.2020.109495
De Rosa, A. S., Bocci, E., Nubola, A., & Salvati, M. (2020). The Polarized Social Representations of immigration through the photographic lens of INSTAGRAM. Psychology Hub, 37(3), 5-22. https://doi.org/10.13133/2724-2943/17227
Dempster, H., Leach, A., & Hargrave, K. (2020). Public attitudes towards immigration and immigrants. ODI: London. https://cisp.cachefly.net/assets/articles/attachments/83372_202009_odi_public_attitudes_towards_immigration_wp_final_0.pdf [accessed 20 June 2024]
Dempster, Helen and Hargrave, Karen (2017). Understanding public attitudes towards refugees and migrants (WP nº512). London: ODI and Chatham House. https://odi.org/en/publications/understanding-public-attitudes-towards-refugees-and-migrants/ [accessed 20 June 2024]
Dennison, J., & Geddes, A. (2019). A rising tide? The salience of immigration and the rise of anti‐immigration political parties in Western Europe. The political quarterly, 90(1), 107-116. https://doi.org/10.1111/1467-923X.12620
DiBartolomeo, J. A., Kothakota, M. G., Parks‐Stamm, E. J., & Tharp, D. T. (2023). Racial animosity and black financial advisor underrepresentation. Financial Planning Review, 6(2), e1164. https://doi.org/10.1002/cfp2.1164
Dixon, Tim; Hawkins, Stephen; Juan-Torres, Míriam and Demoures, François Xavier (2018). Attitudes toward National Identity, Immigration and Refugees in Italy. London: More in Common. https://www.moreincommon.com/media/3hnhssh5/italy-en-final_digital_2b.pdf [accessed 20 June 2024]
Enríquez, C. G., Mariscal-de-Gante, Á., & Rinken, S. (2024). Las actitudes hacia la inmigración y los inmigrantes en España. Una tipología. Papers. Revista de Sociologia, e3261-e3261. https://doi.org/10.5565/rev/papers.3261
Fernández, Mercedes; Valbuena, Consuelo and Caro, Raquel (2019). Evolución del racismo, la xenofobia y otras formas de intolerancia en España (Informe-encuesta 2017). Madrid: OBERAXE. https://www.inclusion.gob.es/oberaxe/es/pub-licaciones/documentos/documento_0121.htm [accessed 20 June 2024]
Ferra, I., & Nguyen, D. (2017). # Migrantcrisis:"tagging" the European migration crisis on Twitter. Journal of Communication Management, 21(4), 411-426. https://doi.org/10.1108/JCOM-02-2017-0026
Finotelli, C., and S. Rinken. 2023. A Pragmatic Bet: The Evolution of Spain's Immigration System. Washington: Migration Policy Institute (online). https://www.migrationpolicy.org/article/spain-immigration-system-evolution [accessed 20 June 2024]
Franquet Santos, M. Real Rodríguez, E., Beriain Bañares, A. & López Talavera, M. (2016): The Distant Other, Journalism Practice, 11(5), 592-605. https://doi.org/10.1080/17512786.2016.1155968
González-Enríquez, Carmen and Álvarez-Miranda, Berta (2005). Inmigrantes en el barrio: Un estudio cualitativo de la opinión pública. Madrid: Observatorio Permanente de la Inmigración. https://expinterweb.mites.gob.es/libreriavirtual/detalle/OPI0006
González-Enríquez, Carmen and Rinken, Sebastian (2021). La opinión pública ante la inmigración y el efecto VOX (ARI 33/2021). Madrid: Real Instituto Elcano. https://www.realinstitutoelcano.org/en/analyses/spanish-public-opin-ion-on-immigration-and-the-effect-of-vox/ [accessed 20 June 2024]
Hadgu, A. T., Naini, K. D., & Niederée, C. (2016). Welcome or not-welcome: Reactions to refugee situation on social media. arXiv preprint arXiv:1610.02358. https://doi.org/10.48550/arXiv.1610.02358
Hainmueller, J., & Hopkins, D. J. (2014). Public attitudes toward immigration. Annual review of political science, 17, 225-249. https://doi.org/10.1146/annurev-polisci-102512-194818
Harford, T. (2014). Big data: A big mistake?. Significance, 11(5), 14-19. https://doi.org/10.1111/j.1740-9713.2014.00778.x
Heidenreich, T., Eberl, J. M., Lind, F., & Boomgaarden, H. (2020). Political migration discourses on social media: a comparative perspective on visibility and sentiment across political Facebook accounts in Europe. Journal of Ethnic and Migration Studies, 46(7), 1261-1280. https://doi.org/10.1080/1369183X.2019.1665990
Heiss, R., & Matthes, J. (2020). Stuck in a nativist spiral: Content, selection, and effects of right-wing populists' communication on Facebook. Political Communication, 37(3), 303-328. https://doi.org/10.1080/10584609.2019.1661890
Iglesias-Pascual, R., Benassi, F., & Hurtado-Rodríguez, C. (2023). Social infrastructures and socio-economic vulnerability: A socio-territorial integration study in Spanish urban contexts. Cities, 132, 104109. https://doi.org/10.1016/j.cities.2022.104109
Iglesias-Pascual, R., Lagonigro, R., Madariaga, R., & Martori, J. C. (2024). Immigration, Wealth and Discontent in the Spanish Metropolitan Space. The Robustness of Spatial Approaches in Studying the Electoral Rise of the Extreme Right. In Feria-Toribio, J. M., Iglesias-Pascual, R. & Benassi, F. (Eds.), Socio-Spatial Dynamics in Mediterranean Europe: Exploring Metropolitan Structural Processes and Short-term Change (pp. 209-218). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-55436-0_12
Iglesias-Pascual, R., Paloma, V., & Benitez, I. (2021). The role of contextual factors in the electoral resurgence of extreme right-wing forces in Spain: The case of Andalusia. Political geography, 86, 102356. https://doi.org/10.1016/j.polgeo.2021.102356
INE. (2024). Population register ("Padrón Municipal de Habitantes"). Spanish Statistical Office. https://ine.es/jaxi/Tabla.htm?path=/t20/e245/p08/l0/&file=02005.px&L=0 [accessed 20 June 2024]
Isoya, H., & Yamada, H. (2021). Hidden internet-based measure of discrimination and mental health of Black people. Social Science & Medicine, 273, 113776. https://doi.org/10.1016/j.socscimed.2021.113776
Janus, A. L. (2010). The influence of social desirability pressures on expressed immigration attitudes. Social Science Quarterly, 91(4), 928-946. https://doi.org/10.1111/j.1540-6237.2010.00742.x
Jun, S. P., Yoo, H. S., & Choi, S. (2018). Ten years of research change using Google Trends: From the perspective of big data utilizations and applications. Technological forecasting and social change, 130, 69-87. https://doi.org/10.1016/j.techfore.2017.11.009
Kustov, A. (2023). Do anti-immigration voters care more? Documenting the issue importance asymmetry of immigration attitudes. British Journal of Political Science, 53(2), 796-805. https://doi.org/10.1017/S0007123422000369
Lorenz, R., Beck, J., Horneber, S., Keusch, F., & Antoun, C. (2022). Google Trends as a Tool for Public Opinion Research: An Illustration of the Perceived Threats of Immigration. In Pötzschke, S. & Rinken, S. (Eds.), Migration Research in a Digitized World (pp. 193-206). https://doi.org/10.1007/978-3-031-01319-5_10
Lu, R., & Sheng, S. Y. (2022). How racial animus forms and spreads: Evidence from the coronavirus pandemic. Journal of Economic Behavior & Organization, 200, 82-98. https://doi.org/10.1016/j.jebo.2022.05.014
Lui, C., Metaxas, P. T., & Mustafaraj, E. (2011, March). On the predictability of the US elections through search volume activity. In Kommers, P. & Isaías, P., Proceedings of the IADIS International Conference on e-Society (pp. 165-72). Citeseer. https://doi.org/10.1109/PASSAT/SocialCom.2011.98
Mariscal-de-Gante, Á. (2024). Europe's Border in Africa: Online Social Reactions to the Ceuta Migration Crisis in Five European Languages. Migraciones, 1, 26. https://doi.org/10.14422/mig.2024.001
Martínez Lirola, M. (2014). Approaching the representation of Sub-Saharan immigrants in a sample from the Spanish press: deconstructing stereotypes. Critical Discourse Studies, 11(4), 482-499. https://doi.org/10.1080/17405904.2014.915382
Martínez Lirola, M. (2016). Multimodal representation of Sub-Saharan immigrants as illegal: deconstructing their portrayal as victims, heroes and threats in a sample from the Spanish press. Bulletin of Hispanic Studies, 93(4), 343-360. https://doi.org/10.3828/bhs.2016.21
Mellon, J. (2014). Internet search data and issue salience: The properties of Google Trends as a measure of issue salience. Journal of Elections, Public Opinion & Parties, 24(1), 45-72. https://doi.org/10.1080/17457289.2013.846346
Nguyen, T. T., Criss, S., Michaels, E. K., Cross, R. I., Michaels, J. S., Dwivedi, P., Huang, D., Hsu, E., Mukhika, K., Nguyen, L.H., Yardi, I., Allen, A., Nguyen, Q. & Gee, G. C. (2021). Progress and push-back: How the killings of Ahmaud Arbery, Breonna Taylor, and George Floyd impacted public discourse on race and racism on Twitter. SSM-population health, 15, 100922. https://doi.org/10.1016/j.ssmph.2021.100922
Pettigrew, T. F. (1998). Intergroup contact theory. Annual review of psychology, 49(1), 65-85. https://doi.org/10.1146/annurev.psych.49.1.65
Rinken, S., Pasadas-del-Amo, S., Rueda, M., & Cobo, B. (2021). No magic bullet: estimating anti-immigrant sentiment and social desirability bias with the item-count technique. Quality & Quantity, 55(6), 2139-2159. https://doi.org/10.1007/s11135-021-01098-7
Rinken, S., Buraschi, D., Domínguez Álvarez, J.A., Godenau, D., González Enríquez, C., Lafuente, R., Mariscal-de-Gante, A., Pasadas del Amo, S., Ranchal Romero, J., Trujillo Carmona, M. & Varela, S. P. (2023). Survey on attitudes toward immigration and immigrants in Spain (EASIE survey) [Dataset]. DIGITAL.CSIC. https://doi.org/10.20350/digitalCSIC/15586
Rinken, S., & Mariscal-de-Gante, Á. (2024). Do dependents matter? Exploring multiple dimensions of attitudes toward immigration and immigrants. Journal of Ethnic and Migration Studies, 1-22. https://doi.org/10.1080/1369183X.2024.2361072
Schnaudt, C., & Stecker, C. (2022). Uncovering the flash potential of immigration: attitudes, salience, and far-right support in Europe. International Journal of Public Opinion Research, 34(4), edac034. https://doi.org/10.1093/ijpor/edac034
Stephens-Davidowitz, S. (2014). The cost of racial animus on a black candidate: Evidence using Google search data. Journal of Public Economics, 118, 26-40. https://doi.org/10.1016/j.jpubeco.2014.04.010
Vallo, Z., Jaworek, R., & Matlach, V. (2020). Islamophobic Discourse of Czech Politicians and Political Parties on Twitter during the 2015 Migration Crisis. Journal of Nationalism, Memory & Language Politics, 14(2), 152-176. https://doi.org/10.2478/jnmlp-2020-0009
Van Klingeren, M., Boomgaarden, H. G., Vliegenthart, R., & De Vreese, C. H. (2015). Real world is not enough: The media as an additional source of negative attitudes toward immigration, comparing Denmark and the Netherlands. European Sociological Review, 31(3), 268-283. https://doi.org/10.1093/esr/jcu089
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