RT Journal Article T1 Academic resilience in mathematics and science: Europe TIMSS-2019 Data A1 García-Crespo, Francisco J. A1 Fernández Alonso, Rubén A1 Muñiz, Jose AB Academically resilient students are those who exhibit high performance starting from a disadvantaged socioeconomic situation. This study aims to identify the personal, school, and national factors that are associated with that resilience in the European Union (EU). Method: The sample comprised 96556 fourth grade students from 21 EU countries participating in TIMSS-2019. Two three-level logistic regression models were specifi ed for the overall sample. Results: The EU has an average of 25.67% resilient students in mathematics and 24.16% in science. Student confi dence and having done prior linguistic tasks at school were the variables with the most predictive power after accounting for gender and students’ immigrant background. The European countries analyzed largely compensated for the doubly-disadvantaged situation of immigrant students. Those countries with higher proportions of low-performing students had fewer resilient students. Conclusions: The educational policies in the EU member states are able to largely compensate for unfavorable starting positions; fundamentally, policies of a social nature such as support for immigrant students, families, or schools. AB Resiliencia Académica en Matemáticas y Ciencias: Datos de Europa TIMSS-2019. Antecedentes: el alumnado académicamente resiliente es aquel que obtiene un alto rendimiento partiendo de una situación socioeconómica desaventajada. Esta investigación pretende identifi car los factores personales, escolares y nacionales que están asociados a la resiliencia académica en la Unión Europea (UE). Método: la muestra fue de 96.556 estudiantes de 4º grado de 21 países de la UE participantes en TIMSS-2019. Para el conjunto de la muestra se ajustaron dos modelos de regresión logística multinivel de tres niveles. Resultados: la UE tiene un promedio de 25,67% de alumnado resiliente en matemáticas y 24,16% en ciencias. La confianza de los estudiantes y haber realizado tareas lingüísticas previas a la escuela son las variables con mayor poder predictivo después de tener en cuenta el género y los antecedentes inmigrantes de los estudiantes. Los países europeos analizados compensan en buena medida la situación doblemente desaventajada del alumnado inmigrante. Aquellos países que poseen un mayor porcentaje de alumnado con bajo rendimiento tienen menos estudiantes resilientes. Conclusiones: las políticas educativas de los estados miembros de la UE son capaces de compensar en gran medida las situaciones desfavorecidas de partida. Fundamentalmente aquellas de carácter social como el apoyo al alumnado inmigrante, a la familia o las instituciones educativas. PB Colegio Oficial de Psicólogos del Principado de Asturias SN 0214-9915 YR 2022 FD 2022 LK https://hdl.handle.net/20.500.14352/72673 UL https://hdl.handle.net/20.500.14352/72673 LA eng NO Agasisti, T., & Longobardi, S. (2017). Equality of educational opportunities, schools’. Social Indicators Research, 134(3), 917-953. https://doi.org/10.1007/s11205-016-1464-5Agasisti, T., Avvisati, F., Borgonovi, F., & Longobardi, S. (2018). Academic resilience. What schools and countries do to help disadvantaged studentssucceed in PISA. Education Working Papers, nº 167, OECD Publishing, Paris. www.oecd-ilibrary.org/docserver/e22490ac-en.pdfAgasisti, T., Soncin, M., & Valenti, R. (2016). School factors helping disadvantaged students to succeed: Empirical evidence from four Italian cities. Policy Studies, 37(2), 147-177. https://doi.org/10.1080/01442872.2015.1127341Avvisati, F (2020). Measuring socio-economic status in PISA: A review and suggested improvements. Large-scale Assessments in Education, 8. https://doi.org/10.1186/s40536-020-00086-xCaprara, G. V., Barbaranelli, C., Borgogni L, L., & Steca, P. (2003). Efficacy beliefs as determinants of teachers’ job satisfaction. Journal ofEducational Psychology, 95(4), 821-832.Clavel, J. G., García-Crespo, F. J., & Sanz San Miguel, L. (2021). Rising above their circumstances: What makes some disadvantaged Eastand South-East Asian students perform far better in science than their background predicts? Asia Pacifi c Journal of Education. https://doi.org/10.1080/02188791.2021.1886905Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2013). Applied multiple regression/correlation analysis for the behavioral sciences. Routledge.https://doi.org/10.4324/9780203774441Cordero, J. M., & Mateos-Romero, L. (2021). Exploring factors related with resilience in primary education: Evidence from Europeancountries. Studies In Educational Evaluation, 70(1), 101045. https://doi.org/10.1016/j.stueduc.2021.101045Coronado Hijón, A., & Paneque Folch, M. (2016). Resiliencia al fracaso escolar y desventaja sociocultural: un reto para la orientación y latutoría [Resilience to school failure and socio-cultural disadvantage: A challence for guidance and tutoring]. Trauma, contexto y exclusión.Promocionando la resiliencia. Grupo Editorial Universitario GEU.De la Cruz, F. (2008). Modelos multinivel [Multi-level models]. Epidemiol, 12(3), 1-8. http://sisbib.unmsm.edu.pe/bvrevistas/epidemiologia/v12_n3/pdf/a02v12n3.pdfDelpit, L. (1996). The politics of teaching literate discourse. New Press. Edwards, M. S., & Ashkanasy, N. M. (2018). Emotions and failure inacademic life: Normalising the experience and building resilience.Journal of Management & Organization, 24(2), 167-188. https://doi.org/10.1017/jmo.2018.20Erberber, E., Stephens, M., Mamedova, S., Ferguson, S., & Kroeger, T. (2015). Socioeconomically disadvantaged students who are academicallysuccessful: Examining academic resilience crossnationally. IEA’S Policy Brief Series, 5. http://www.iea.nl/policy_briefs.htmlEuropean Comission (2020). Education and Training Monitor 2020. https://op.europa.eu/webpub/eac/education-and-training-monitor-2020/en/chapters/foreword.html#targetsFernández-Alonso, R., & Muñiz, J. (2011). Diseños de cuadernillos para la evaluación de las competencias básicas [Booklet designs for theevaluation of basic skills]. Aula Abierta, 39(2), 3-34.Fernández-Alonso, R., Suárez-Álvarez, J., & Muñiz, J. (2012). Imputación de datos perdidos en las evaluaciones diagnósticas educativas [Imputationmethods for missing data in educational diagnostic evaluation]. Psicothema, 24(1), 167-175. http://www.psicothema.com/psicothema.asp?id=3995Fishbein, B., Foy, P., & Yin, L. (2021). TIMSS 2019 User Guide for the International Database. Boston College, TIMSS & PIRLS InternationalStudy Center. https://timssandpirls.bc.edu/timss2019/internationaldatabase/Gabrielli, G., Longobardi, S., & Strozza, S. (2021). The academic resilience of native and immigrant-origin students in selected European countries.Journal of Ethnic and Migration Studies, 1-22. https://doi.org/10.1080/1369183X.2021.1935657García-Crespo, F. J., Fernández-Alonso, R., & Muñiz, J. (2019). Resilient and low performer students: Personal and family determinantsin European countries. Psicothema, 31(4), 363-375. https://doi.org/10.7334/psicothema2019.245García-Crespo, F. J., Fernández-Alonso, R., & Muñiz, J. (2021). Academic resilience in European countries: The role of teachers, families, andstudent profi les. PLoS ONE, 16(7).García-Crespo, F. J., Galián, B., Fernández-Alonso, R., & Muñiz, J. (2019). Educational resilience in reading comprehension: Deteminantfactors in PIRLS-Europe. Revista de Educación, 384, 65-89. https://doi.org/10.4438/1988-592X-RE-2019-384-413Gelman, A., & Hill, J. (2006). Data analysis using regression and multilevel/hierarchical models. Cambridge University Press.Heckman, J. J., & Rubinstein, Y. (2001). The importance of noncognitive skills: Lessons from the GED testing program. The American EconomicReview, 91(2), 145-149.Iñiguez-Berrozpe, T., & Marcaletti, F. (2018). Modelos lineales multinivel en SPSS y su aplicación en investigación educativa [Linear multilevelmodels in SPSS and its application in educational research]. REIRE Revista d’Innovació i Recerca en Educació, 11(1), 26-40. https://doi.org/10.1344/reire2018.11.118984Jacob, B. A. (2002). Where the boys aren’t: Non-cognitive skills, returns to school and the gender gap in higher education. Economics of EducationReview, 21, 589-598.Klassen, R., Wilson, E., Siu, A. F. Y., Hannok, W., Wong, M. W., Wongsri, N., Sonthisap, P., Pibulchol, C., Buranachaitavee, Y., & Jansem, A.(2013). Preservice teachers’ work stress, self-effi cacy, and occupational commitment in four countries. European Journal of Psychology, 28(4),1289-1309. https://doi.org/10.1007/s10212-012-0166-xLera, M. J., León-Peréz, J. M., & Ruiz-Zorrilla, P. (2021). Adaptation of the Teacher Effi cacy Scale to Measure Effective Teachers’Educational Practices Through Students’ Ratings: A Multilevel Approach. Psicothema, 33(3), 509-517. https://doi.org/10.7334/psicothema2020.262López-Zambrano, J., Lara Torralbo, J. A., & Romero, C. (2021). Early prediction of student learning performance through data mining: Asystematic review. Psicothema, 33(3), 456-465. https://doi.org/10.7334/psicothema2021.62Martin, M. O., von Davier, M., & Mullis, I. V. (2020). Methods and Procedures: TIMSS 2019 Technical Report. Boston College, TIMSS& PIRLS International Study Center. https://timssandpirls.bc.edu/timss2019/methodsMartín-Lagos, M. D. (2018). Education and inequality: A meta-synthesis after the 50th anniversary of Coleman’s report. Revista de Educación,380, 186-209. https://doi.org/10.4438/1988-592X-RE-2017-380-377Mullis, I. V., & Martin, M. O. (2017). TIMSS 2019 Assessment Frameworks. Boston College, TIMSS & PIRLS International Study Center. https://timssandpirls.bc.edu/timss2019/frameworks/Mullis, I. V., Martin, M. O., Foy, P., Kelly, D., & Fishbein, B. (2020). TIMSS 2019 International Results in Mathematics and Science. BostonCollege, TIMSS & PIRLS International Study. https://timssandpirls.bc.edu/timss2019/international-results/Mullis, I., Martin, M., Foy, P., & Hooper, M. (2017). PIRLS 2016International Results in Reading. Boston College, TIMSS & PIRLSInternational Study Center. http://timssandpirls.bc.edu/pirls2016/international-results/ NO Ministerio de Economía y Competitividad (MINECO) NO Universidad de Oviedo DS Docta Complutense RD 29 abr 2024