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Emotional intelligence throughout Portuguese secondary school: a longitudinal study comparing performance and self-report measures

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Abstract

This study examines the developmental trajectories of ability and trait emotional intelligence (EI) in the Portuguese secondary school. Within a three-wave longitudinal design, 395 students (M age  = 15.4; SD = .74) completed both the Emotional Skills and Competence Questionnaire (ESCQ) and the Vocabulary of Emotions Test (VET). Results revealed that EI exhibited different developmental trajectories during late adolescence according to the type of measure used, while students’ VET levels evidenced an increase during secondary school, their ESCQ levels remained stable during this period. Moreover, students’ gender, verbal indicator, and type of school (public vs. private) have no significant effect on their rate of EI change, whereas students from lower sociocultural and lower professional status backgrounds demonstrated significantly greater increases on the ESCQ and VET compared to higher status adolescents. The results are examined in the context of adolescent emotional development.

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  1. In Portugal, the secondary education level follows the basic education stage of 9 years. It applies to adolescents aged from 15 to 18 years-old, which correspond to the 3rd level of the International Standard Classification of Education (ISCED). The secondary school lasts for 3 years, comprising the 10th, 11th, and 12th grades. The access to the secondary school is achieved after the successful accomplishment of the basic education. From 2009 on, with the Law n. ° 85/2009 the secondary school became universal, free, and compulsory.

  2. In the secondary school level, the scientific and humanistic courses allow students to proceed into college or superior education. Scientific and humanistic courses comprise of the following: science and technologies courses which allow students to ingress in scientific, technologies, and health areas, socioeconomics sciences courses which permit the access to economic and management areas, humanistic courses which allow the progression in humanistic and literary areas, and the visual arts courses where students can access different arts and expression areas.

References

  • Andrei, F., & Petrides, K. V. (2013). Trait emotional intelligence and somatic complaints with reference to positive and negative mood. Psihologija, 46, 5–15.

    Article  Google Scholar 

  • Austin, E. J. (2009). A reaction time study of responses to trait and ability emotional intelligence test items. Personality and Individual Differences, 46, 381–383.

    Article  Google Scholar 

  • Brackett, M., Rivers, S. E., & Salovey, P. (2011). Emotional intelligence: implications for personal, social, academic, and workplace success. Social and Personality Psychology Compass, 5, 88–103. doi:10.1111/j.1751-9004.2010.00334.x.

    Article  Google Scholar 

  • Brannick, M. T., Wahi, M. M., Arce, M., & Johnson, H. A. (2009). Comparison of trait and ability measures of emotional intelligence in medical students. Medical Education, 43, 1062–1068.

    Article  Google Scholar 

  • Byrne, B. M. (2012). Structural Equation Modeling With Mplus. New York: Routledge.

    Google Scholar 

  • Center on Education Policy (CEP) (2007). Are private high schools better academically than public high schools? Retrieved from http://www.edline.com/uploads/pdf/PrivateSchoolsReport.pdf.

  • Cherchye, L., Witte, K. D., Ooghe, E., & Nicaise, I. (2010). Efficiency and equity in private and public education: a nonparametric comparison. European Journal of Operational Research, 202, 563–573.

    Article  Google Scholar 

  • Collaborative for Academic, Social, and Emotional Learning (CASEL). (2005). Safe and sound: An educational leader’s guide to evidence-based social and emotional learning programs – Illinois edition. Retrieved September 1, 2014 from http://casel.org/wp-content/uploads/2011/04/Safe_and_Sound_ILedition.pdf.

  • Cooper, R. (1997). Applying emotional intelligence in the workplace. Training and Development, 51, 31–38.

    Google Scholar 

  • Costa, P. T., Jr., McCrae, R. R., Martin, T. A., Oryol, V. E., Senin, A. G., Rukavishnikov, A. A., … Realo, A. (2000). Personality development from adolescence through adulthood: Further cross-cultural comparisons of age differences. In V. J. Molfese & D. Molfese (Eds.), Temperament and personality development across the life span. LEA: Hillsdale, NJ.

  • Costa, A., & Faria, L. (2014). Avaliação da inteligência emocional: A relação entre medidas de desempenho e de autorrelato. [Assessment of emotional intelligence: the relation of ability-based and self-report measures]. Psicologia: Teoria e Pesquisa, 30(3), 339–346.

    Google Scholar 

  • Costa, A., Faria, L., & Takšic, V. (2011). Vocabulary of Emotions Test (VET): a cross-cultural validation in Portuguese and Croatian contexts. Psychological Topics, 21, 413–424.

    Google Scholar 

  • Costa, S., Petrides, K. V., & Tillman, T. (2014). Trait emotional intelligence and inflammatory diseases. Psychology, Health & Medicine, 19, 180–189.

    Article  Google Scholar 

  • Côté, S., Gyurak, A., & Levenson, R. W. (2010). The ability to regulate emotion is associated with greater well-being, income, and socioeconomic status. Emotion, 10, 923–933.

    Article  Google Scholar 

  • Denham, S. A. (1998). Emotional development in young children. New York: Guilford Press.

    Google Scholar 

  • Denham, S. A., Wyatt, T. M., Bassett, H. H., Echeverria, D., & Knox, S. S. (2009). Assessing social-emotional development in children from a longitudinal perspective. Journal of Epidemiology and Community Health, 63, 137–152. doi:10.1136/jech.2007.070797.

    Article  Google Scholar 

  • Duncan, T. E., Duncan, S. C., & Strycker, L. A. (2006). Latent variable growth curve modeling. Concepts, issues, and applications. Mahwah: Lawrence Erlbaum.

    Google Scholar 

  • Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. (2011). The impact of enhancing students’ social and emotional learning: a meta-analysis of school-based universal interventions. Child Development, 82, 405–432.

    Article  Google Scholar 

  • Faria, L., Lima Santos, N., Takšić, V., Räty, H., Molander, B., Holmström, S., … Toyota, H. (2006). Cross-cultural validation of the Emotional Skills and Competence Questionnaire (ESCQ). Psicologia, 2, 95–127.

  • Ferguson, F., & Austin, E. J. (2010). Associations of trait and ability emotional intelligence with performance on Theory of Mind tasks in an adult sample. Personality and Individual Differences, 49, 414–418.

    Article  Google Scholar 

  • Frederickson, N., Petrides, K. V., & Simmonds, E. (2012). Trait emotional intelligence as a predictor of socioemotional outcomes in early adolescence. Personality and Individual Differences, 52, 317–322.

    Article  Google Scholar 

  • Goldenberg, I., Matheson, K., & Mantler, J. (2006). The assessment of emotional intelligence: A comparison of performance-based and self-report methodologies. Journal of Personality Assessment, 86, 33–45.

    Article  Google Scholar 

  • Goleman, D. (1995). Emotional intelligence. New York: Bantam Books.

    Google Scholar 

  • Greenberg, M. T., Weissberg, R. P., O’Brien, M. U., Zins, J. E., Fredericks, L., … Elias, M. J. (2003). Enhancing school-based prevention and youth development through coordinated social, emotional, and academic learning. American Psychologist, 58, 466–474. doi:10.1037/0003-066X.58.6-7.466.

  • Harter, S. (2012). Construction of the self: Developmental and sociocultural foundations. New York: Guilford Press.

    Google Scholar 

  • Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structure Equation Modeling, 6, 1–55.

    Article  Google Scholar 

  • Keefer, K. V., Holden, R. R., & Parker, J. D. A. (2013). Longitudinal assessment of trait emotional intelligence: measurement invariance and construct continuity from late childhood to adolescence. Psychological Assessment, 25, 1255–1272.

    Article  Google Scholar 

  • Kotsou, I., Nélis, D., Grégoire, J., & Mikolajczak, M. (2011). Emotional plasticity: conditions and effects of improving emotional competence in adulthood. Journal of Applied Psychology, 96, 827–839. doi:10.1037/a0023047.

    Article  Google Scholar 

  • Martins, A., Ramalho, N., & Morin, E. (2010). A comprehensive meta-analysis of the relationship between emotional intelligence and health. Journal of Personality and Individual Differences, 49, 554–564.

    Article  Google Scholar 

  • Mavroveli, S., Petrides, K. V., Rieffe, C., & Bakker, F. (2007). Trait emotional intelligence, psychological well-being, and peer-rated social competence in adolescence. British Journal of Developmental Psychology, 25, 263–275.

    Article  Google Scholar 

  • Mavroveli, S., Petrides, K. V., Shove, C., & Whitehead, A. (2008). Investigation of the construct of trait emotional intelligence in children. European Child and Adolescent Psychiatry, 17, 516–526.

    Article  Google Scholar 

  • Mayer, J. D., & Salovey, P. (1997). What is emotional intelligence? In P. Salovey & D. Sluyter (Eds.), Emotional development and emotional intelligence: Educational implications (pp. 3–31). New York: Basic Books.

    Google Scholar 

  • Mayer, J. D., Caruso, D., & Salovey, P. (1999). Emotional intelligence meets traditional standards for an intelligence. Intelligence, 27, 267–298.

    Article  Google Scholar 

  • Nelis, D., Quoidbach, J., Mikolajczak, M., & Hansenne, M. (2009). Increasing emotional intelligence: (How) is it possible? Personality and Individual Differences, 47, 36–41. doi:10.1016/j.paid.2009.01.046.

    Article  Google Scholar 

  • Parker, J. D. A., Saklofske, D. H., Shaughnessy, P. A., Huang, S. H. S., Wood, L. M., & Eastabrook, J. M. (2005). Generalizability of the emotional intelligence construct: A cross-cultural study of North American aboriginal youth. Personality and Individual Differences, 39, 215–227.

    Article  Google Scholar 

  • Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in student’s self-regulated learning and achievement: A program of quantitative and qualitative research. Educational Psychologist, 37, 914–106.

    Article  Google Scholar 

  • Petrides, K. V. (2011). Ability and trait emotional intelligence. In T. Chamorro-Premuzic, A. Furnham, & S. von Stumm (Eds.), The Blackwell-Wiley handbook of individual differences. New York: Wiley.

    Google Scholar 

  • Petrides, K. V., & Furnham, A. (2000). On the dimensional structure of emotional intelligence. Personality and Individual Differences, 29, 313–320.

    Article  Google Scholar 

  • Petrides, K. V., Frederickson, N., & Furnham, A. (2004). The role of trait emotional intelligence in academic performance and deviant behavior at school. Personality and Individual Differences, 36, 277–293.

    Article  Google Scholar 

  • Petrides, K. V., Sangareau, Y., Furnham, A., & Frederickson, N. (2006). Trait emotional intelligence and children’s peer relations at school. Social Development, 15, 537–547.

    Article  Google Scholar 

  • Petrides, K. V., Furnham, A., & Mavroveli, S. (2007a). Trait emotional intelligence: Moving forward in the field of EI. In G. Matthews, M. Zeidner, & R. Roberts (Eds.), Emotional intelligence: Knowns and unknowns (Series in Affective Science). Oxford: Oxford University Press.

    Google Scholar 

  • Petrides, K. V., Pita, R., & Kokkinaki, F. (2007b). The location of trait emotional intelligence in personality factor space. British Journal of Psychology, 98, 273–289.

    Article  Google Scholar 

  • Roberts, R. D., Schulze, R., & MacCann, C. (2008). The measurement of emotional intelligence: A decade of progress? In G. Boyle, G. Matthews, & D. Saklofske (Eds.), The Sage handbook of personality theory and assessment (pp. 461–482). New York, NY: Sage.

  • Ruini, C., Ottolini, F., Tomba, E., Belaise, C., Albieri, E., Visani, D., … Fava, G. A. (2009). School intervention for promoting psychological well-being in adolescence. Journal of Behavior Therapy and Experimental Psychiatry, 40, 522–532. doi:10.1016/j.jbtep.2009.07.002.

  • Ruttledge, R. A., & Petrides, K. V. (2012). A cognitive-behavioural group approach for adolescents with disruptive behaviour in schools. School Psychology International, 33, 223–239.

    Article  Google Scholar 

  • Saarni, C. (1999). The development of emotional competence. New York: Guilford Press.

    Google Scholar 

  • Sallquist, J. V., Eisenberg, N., Spinrad, T., Reiser, M., Hofer, C., Liew, L., & Eggum, N. (2009). Positive and negative emotionality: Trajectories across six years and relations with social competence. Emotion, 9, 15–28. doi:10.1037/a0013970.

    Article  Google Scholar 

  • Salovey, P., & Mayer, J. D. (1990). Emotional intelligence. Imagination, Cognition and Personality, 9, 185–211.

    Article  Google Scholar 

  • Scharfe, E. (2000). Development of emotional expression, understanding and regulation in infants and young children. In R. Bar-On & J. D. A. Parker (Eds.), Handbook of Emotional Intelligence (pp. 244–262). New York: Jossey-Bass.

    Google Scholar 

  • Schutte, N. S., Malouff, J. M., Thorsteinsson, E. B., Bhullar, N., & Rooke, S. E. (2007). A meta-analytic investigation of the relationship between emotional intelligence and health. Personality and Individual Differences, 42, 921–933.

    Article  Google Scholar 

  • Stocker, J., & Faria, L. (2012). Competência percebida no ensino secundário: do conceito à avaliação através de um questionário compósito. [Competence in secondary school: from conceptualization to assessment through a composite questionnaire]. Psicologia, 21, 113–140.

    Google Scholar 

  • Takšić, V., & Mohoric, T. (2008). Vocabulary of Emotion Test (VET): Ability measure of emotional intelligence. Paper presented at the XXIX International Congress of Psychology. Berlin, Germany.

  • Takšić, V., Herambasic, D., & Velemir, B. (2003). Vocabulary of Emotions Test (VET 35). Rijeka: Authors’ edition.

  • Takšić, V., Mohorić, T., & Duran, M. (2009). Emotional Skills and Competence Questionnaire (ESCQ) as a self-report measure of emotional intelligence. Horizons of Psychology, 18, 7–21.

    Google Scholar 

  • Tett, R. P., Fox, K. E., & Wang, A. (2005). Development and validation of a self-report measure of emotional intelligence as a multidimensional trait domain. Personality and Social Psychology Bulletin, 31, 859–888.

    Article  Google Scholar 

  • Van der Zee, K., Thijs, M., & Schakel, L. (2002). The relationship of emotional intelligence with academic intelligence and the Big Five. European Journal of Personality, 16, 103–125. doi:10.1002/per.434.

    Article  Google Scholar 

  • Van Rooy, D. L., & Viswesvaran, C. (2004). Emotional intelligence: A meta-analytic investigation of predictive validity and nomological net. Journal of Vocational Behavior, 65, 71–95. doi:10.1016/S0001-8791(03)00076-9.

    Article  Google Scholar 

  • Witte, J. F. (1992). Private school versus public school achievement: Are there findings that should affect the educational choice debate? Economics of Education Review, 11, 371–394.

    Article  Google Scholar 

  • Zeidner, M., Matthews, G., Roberts, R., & MacCann, C. (2003). Development of emotional intelligence: Towards a multi-level investment model. Human Development, 46, 69–96.

    Article  Google Scholar 

  • Zins, J. E., Weissberg, R. P., Wang, M. C., & Walberg, H. J. (2001). Social-emotional learning and school success: Maximizing children’s potential by integrating thinking, feeling, behavior. The CEIC Review, 10, 1–3.

    Google Scholar 

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Acknowledgements

This research was supported by a Portuguese National Science Foundation Doctoral Grant (SFRH/BD/72596/2010) awarded to Ana Costa and supervised by Luísa Faria and by CPUP (UID/PSI/00050/2013)

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Correspondence to Ana Costa.

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Ana Costa. Faculty of Psychology and Educational Sciences, University of Porto/Portugal. Rua Alfredo Allen, 4200–135 Porto, Portugal. Telephone number: +351 226 079 700. Email: ana.fontescosta@gmail.com

Current themes of research

Emotional Intelligence, Social and Emotional skills.

Most relevant publications in the field of psychology

Costa, A. & Faria, L. (2013). Aprendizagem social e emocional: Reflexões sobre a teoria e a prática na escola portuguesa [Social and emotional learning: Reflections about the theory and practice in the Portuguese school]. Análise Psicológica, 4 (XXXI), 407–424.

Costa, A. & Faria, L. (2014). Avaliação da inteligência emocional: Que diálogo entre medidas de desempenho e de autorrelato? [Assessment in emotional intelligence: What dialog between ability-based and self-report measures?]. Psicologia: Teoria e Pesquisa, 30(3), 339–346.

Costa, A. & Faria, L. (2015). The impact of emotional intelligence on academic achievement: A longitudinal study in Portuguese secondary school. Learning and Individual Differences, 37, 38–47.

Costa, A., Faria, L., & Taksic, V. (2011). Vocabulary of emotions test (VET): A cross-cultural validation in Portuguese and Croatian contexts. Psychological Topics, 21(3), 413–424.

Faria, L., Pina Neves, S., Stocker, J., Costa, A., & Costa, M. (2010). Concepções pessoais de competência de alunos e eficácia colectiva de escolas: Que contributos para o sucesso no ensino secundário? [Students’ personal conceptions of competence and schools collective efficacy: What contributions to secondary school success?]. Porto: Livpsic/Legis Editora.

Luísa Faria. Faculty of Psychology and Educational Sciences, University of Porto/Portugal. Rua Alfredo Allen, 4200–135 Porto, Portugal. Telephone number: +351 226 079 700. Email: lfaria@fpce.up.pt

Current themes of research

Intelligence and Culture. Competence Motivation on different Life Contexts. Achievement and School Success Promotion. Social and Emotional Education. Individual and Collective Efficacy of Students, Teachers, Parents, Families and Schools

Most relevant publications in the field of psychology

Ciochină, L. & Faria, L. (2009). Individualism and collectivism: What differences between Portuguese and Romanian adolescents. The Spanish Journal of Psychology, 12(2), 555–564.

Costa, A. & Faria, L. (2015). The impact of emotional intelligence on academic achievement: A longitudinal study in Portuguese secondary school. Learning and Individual Differences, 37, 38–47. http://dx.doi.org/10.1016/j.lindif.2014.11.011

Faria, L., Pepi, A., & Alesi, M. (2006). Personal conceptions of intelligence: Cross-cultural comparisons between Portuguese and Italian students. Social Behavior and Personality, 34(7), 815–826.

Pina Neves, S., Faria, L., & Räty, H. (2013). Students’ individual and collective efficacy: Joining together two sets of beliefs for understanding academic achievement. European Journal of Psychology of Education, 28(2), 453–474. (DOI: 10.1007/s10212-012-0123-8).

Shulruf, B., Alesi, M., Ciochină, L., Faria, L., Hattie, J., Hong, F., Pepi, A., & Watkins, D. (2011). Measuring collectivism and individualism in the third millenium. Social Behavior and Personality, 39(2), 173–188.

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Costa, A., Faria, L. Emotional intelligence throughout Portuguese secondary school: a longitudinal study comparing performance and self-report measures. Eur J Psychol Educ 31, 419–437 (2016). https://doi.org/10.1007/s10212-015-0274-5

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