La dimensionalidad de la inteligencia emocional: Evidencia de un modelo de cuatro factores para adolescentes post-soviéticos y de Asia Central
Resumen
Introducción: El estudio de la inteligencia emocional (IE) ha suscitado una atención significativa debido a su relevancia para diversos grupos de edades y poblaciones, así como para personas de diferentes contextos sociales y académicos. La capacidad de un individuo para comprender y gestionar eficazmente sus propias emociones, así como comprender y manejar las emociones de los demás, se ha identificado como una habilidad vital y un antecedente del éxito personal, social y profesional. Aunque la dimensionalidad de la IE se ha explorado ampliamente en contextos occidentales, existe una relativa falta de investigación en contextos post-soviéticos y en Asia Central. Metodología: Basándonos en una herramienta construida en Rusia por Lyusin y en una muestra amplia de adolescentes (N = 658) de 12 escuelas, encontramos muy pocas diferencias en la media de la IE las escuelas muestreadas. Utilizando un análisis factorial confirmatorio de primer orden, este estudio encontró evidencia de un modelo de IE de cuatro factores que incluye la comprensión y gestión de las propias emociones, así como la comprensión y gestión de las emociones de los demás. Results: El modelo presenta un ajuste de modelo adecuado, validez discriminante, correlaciones entre factores similares a las de otros estudios, así como una sólida invarianza según el género (aunque parcialmente invariance para el idioma). También encontramos evidencia de que las adolescentes muestran niveles ligeramente más altos de comprensión de las emociones de los demás y niveles más bajos de gestión de sus propias emociones. Conclusión: El modelo de cuatro factores puede ser una herramienta útil para medir la IE de los adolescentes, aunque se requieren más investigaciones sobre su utilidad en otros contextos postsoviéticos, de Asia Central y más allá.
Descargas
Citas
Abdollahi, A., Hosseinian, S., Panahipour, H., Najafi, M., & Soheili, F. (2019). Emotional intelligence as a moderator between perfectionism and happiness. School Psychology International, 40(1), 88-103. https://doi.org/10.1177/0143034318807959
Adilzhanova, K., Yermentayeva, A., Yermenova, B., Zharmukhametova, R., & Kulmysheva, N. (2024). The features of development of subjective well-being in adolescence. Scientific Herald of Uzhhorod University, 55, 336-344. https://doi.org/ 10.54919/physics/55.2024.33ke6
Atamanova, I. V., & Bogomaz, S. A. (2018, October). Emotional intelligence in linguistic students majoring in languages belonging to different language groups [paper presentation]. 8th International Conference on Cognitive Science, Svetlogorsk, Russia. https://vital.lib.tsu.ru/vital/access/services/Download/vtls:000660833/SOURCE1
Azpiazu, L., Antonio-Agirre, I., Fernández-Zabala, A., & Escalante, N. (2023). How does social support and emotional intelligence enhance life satisfaction among adolescents? A mediational analysis study. Psychology Research and Behavior Management, 16, 2341-2351. https://doi.org/10.2147/PRBM.S413068
Barchard, K. A., & Christensen, M. M. (2007). Dimensionality and higher-order factor structure of self-reported emotional intelligence. Personality and Individual Differences, 42(6), 971-985. https://doi.org/10.1016/j.paid.2006.09.007
Bar-On, R. (2006). The Bar-On model of emotional-social intelligence (ESI) 1. Psicothema, 18, 13-25.
Butvilas, T., & Kovaitė, K. (2022). The expression of socio-emotional competence among younger Lithuanian adolescents as the precondition for their creativity. Creativity Studies, 15(2), 497-510. https://doi.org/ 10.3846/cs.2022.16630
Boyatzis, R. E., & Goleman, D. (2007). Emotional and Social Competency Inventory. The Hay Group.
Byrne, B. M. (2001). Structural equation modeling with AMOS: Basic concepts, applications, and programming. Lawrence Erlbaum Associates.
Cabello, R., Sorrel, M. A., Fernández-Pinto, I., Extremera, N., & Fernández-Berrocal, P. (2016). Age and gender differences in ability emotional intelligence in adults: A cross-sectional study. Developmental Psychology, 52(9), 1486–1492. https://doi.org/10.1037/dev0000191
Câmara, S. G., Carlotto, M. S., Cabello, R., & Fernández-Berrocal, P. (2023). Adaptation and validity of the Trait Meta-Mood scale for Brazilian adolescents. Frontiers in Psychology, 14, 1058426. https://doi.org/10.3389/fpsyg.2023.1058426
Castillo-Gualda, R., Cabello, R., Herrero, M., Rodríguez-Carvajal, R., & Fernández-Berrocal, P. (2018). A three-year emotional intelligence intervention to reduce adolescent aggression: The mediating role of unpleasant affectivity. Journal of Research on Adolescence, 28(1), 186-198. https://doi.org/10.1111/jora.12325
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5
Ciarrochi, J., Chan, A. Y., & Bajgar, J. (2001). Measuring emotional intelligence in adolescents. Personality and Individual Differences, 31(7), 1105-1119. https://doi.org/10.1016/S0191-8869(00)00207-5
Costa, A., & Faria, L. (2024). Individualist-collectivist profiles in secondary school: An exploratory study of trait emotional intelligence and academic achievement. European Journal of Psychology in Education, 39, 2783–2803. https://doi.org/10.1007/s10212-024-00879-6
Crnički, P. (2023). Empowering cross-cultural kids-bridging the international emotional gap [Doctoral dissertation, University of Zagreb, Faculty of Teacher Education].
Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. https://doi.org/10.1007/BF02310555
D’Amico, A., & Geraci, A. (2022). Sex differences in emotional and meta-emotional intelligence in pre-adolescents and adolescents. Acta Psychologica, 227, 103594. https://doi.org/10.1016/j.actpsy.2022.103594
DeVellis, R. F. (2012). Scale development: Theory and applications (3rd ed.). Thousand Oaks, CA: Sage.
El Ghoudani, K., Pulido-Martos, M., & Lopez-Zafra, E. (2018). Measuring emotional intelligence in Moroccan Arabic: The Wong and Law emotional intelligence scale [ Medidas de la inteligencia emocional en árabe marroquí: La escala de inteligencia emocional de Wong y Law]. Revista de Psicologia Social, 33(1), 174-194. https://doi.org/10.1080/02134748.2017.1385243
Pacheco, N. E., Rey, L., & Sánchez-álvarez, N. (2019). Validation of the Spanish version of the Wong Law Emotional Intelligence Scale (WLEIS-S). Psicothema, 31(1), 94-100. https://doi.org/ 10.7334/psicothema2018.147
Extremera, N., Rey, L., Quintana-Orts, C., Mérida-López, S., & Neto, F. (2023). A 4-month prospective study of the relationship between emotional intelligence and suicide ideation in Spanish adolescents: The mediating role of positive and negative affect. Death Studies, 47(4), 509-513. https://doi.org/10.1080/07481187.2022.2072019
Fan, X., & Sivo, S. A. (2005). Sensitivity of fit indices to misspecified structural or measurement model components: Rationale of two-index strategy revisited. Structural Equation Modeling, 12(3), 343-367. https://doi.org/10.1207/s15328007sem1203_1
Fan, X., & Sivo, S. A. (2007). Sensitivity of fit indices to model misspecification and model types. Multivariate Behavioral Research, 42(3), 509–529. https://doi.org/10.1080/00273170701382864
Fan, X., Thompson, B., & Wang, L. (1999). Effects of sample size, estimation methods, and model specification on structural equation modeling fit indexes. Structural Equation Modeling, 6(1), 56–63. https://doi.org/10.1080/10705519909540119
Fernández-Berrocal, P., & Extremera, N. (2006). Emotional intelligence: A theoretical and empirical review of its first 15 years of history. Psicothema, 18(Suppl.), 7-12.
Gómez-Núñez, M. I., Torregrosa, M. S., Inglés, C. J., San Martín, N. G. L., Sanmartín, R., Vicent, M., & García-Fernández, J. M. (2020). Factor invariance of the Trait Meta-Mood Scale–24 in a sample of Chilean adolescents. Journal of Personality Assessment, 102(2), 231-237. https://doi.org/10.1080/00223891.2018.1505730
Gong, X., & Paulson, S. E. (2018). Validation of the Schutte self-report emotional intelligence scale with American college students. Journal of Psychoeducational Assessment, 36(2), 175-181. https://doi.org/10.1177/0734282916669245
Gutiérrez-Cobo, M. J., Cabello, R., & Fernández-Berrocal, P. (2016). The relationship between emotional intelligence and cool and hot cognitive processes: a systematic review. Frontiers in Behavioral Neuroscience, 10, 101. https://doi.org/10.3389/fnbeh.2016.00101
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson.
Harris, P. L. (2000). Understanding emotion. In M. Lewis & J. Haviland-Jones (Eds.), Handbook of emotions (2nd ed., pp. 281–292). The Guilford Press.
Hattie, J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. Routledge.
Henseler, J., Ringle, C. M. & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43, 115–135 (2015). https://doi.org/10.1007/s11747-014-0403-8
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indices in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1-55. https://doi.org/10.1080/10705519909540118
Huynh, A.C., Oakes, H., & Grossmann, I. (2018). The Role of Culture in Understanding and Evaluating Emotional Intelligence. In: Keefer, K., Parker, J., Saklofske, D. (eds) Emotional Intelligence in Education. The Springer Series on Human Exceptionality. Springer, Cham. https://doi.org/10.1007/978-3-319-90633-1_5
Ihnatovych, E., & Liashch, O. (2020). The psychological patterns of emotional intelligence development in adolescence as a condition of personal mental health. Psychiatry, Psychotherapy and Clinical Psychology, 11(4), 802-811.
Iliceto, P., & Fino, E. (2017). The Italian version of the Wong-Law Emotional Intelligence Scale (WLEIS-I): A second-order factor analysis. Personality and Individual Differences, 116, 274-280. https://doi.org/10.1016/j.paid.2017.05.006
Johanson, G. A., & Osborn, C. J. (2000). Acquiescence as differential person functioning. Assessment & Evaluation in Higher Education, 29(5), 535-548. https://doi.org/10.1080/02602930410001689126
Jorgensen, T. D., Pornprasertmanit, S., Schoemann, A. M., & Rosseel, Y. (2022). semTools: Useful tools for structural equation modeling. R package version 0.5-6. https://CRAN.R-project.org/package=semTools
Jose, B., & Thomas, A. (2024) Navigating the Research Landscape of Emotional and Social Intelligence Among Young Adults: A Bibliometric Perspective. Cureus 16(4): e59130. https://doi.org/10.7759/cureus.59130
Joseph, D. L., & Newman, D. A. (2010). Emotional intelligence: An integrative meta-analysis and cascading model. Journal of Applied Psychology, 95(1), 54–78. https://doi.org/10.1037/a0017286
Joseph, D. L., Jin, J., Newman, D. A., & O’Boyle, E. H. (2015). Why does self-reported emotional intelligence predict job performance? A meta-analytic investigation of mixed EI. Journal of Applied Psychology, 100(2), 298–342. https://doi.org/10.1037/a0037681
Juckel, G., Heinisch, C., Welpinghus, A., & Brüne, M. (2018). Understanding another person’s emotions—an interdisciplinary research approach. Frontiers in Psychiatry, 9(414), 1-7. https://doi.org/10.3389/fpsyt.2018.00414
Karabuschenko, N. B., Ivashchenko, A. V., Sungurova, N. L., & Hvorova, E. M. (2016). Emotion recognition in different cultures. Indian Journal of Science and Technology, 9(48), 1-17. https://doi.org/10.17485/ijst/2016/v9i48/109085
Kong, F. (2017). The validity of the Wong and Law Emotional Intelligence Scale in a Chinese sample: Tests of measurement invariance and latent mean differences across gender and age. Personality and Individual Differences, 116, 29-31. https://doi.org/10.1016/j.paid.2017.04.025
LaPalme, M. L., Wang, W., Joseph, D. L., Saklofske, D. H., & Yan, G. (2016). Measurement equivalence of the Wong and Law Emotional Intelligence Scale across cultures: An item response theory approach. Personality and Individual Differences, 90, 190–198. https://doi.org/10.1016/j.paid.2015.10.045
Law, K. S., Wong, C. S., & Song, L. J. (2004). The construct and criterion validity of emotional intelligence and its potential utility for management studies. Journal of Applied Psychology, 89(3), 483-496. https://doi.org/10.1037/0021-9010.89.3.483
Li, T., Saklofske, D. H., Bowden, S. C., Yan, G., & Fung, T. S. (2012). The measurement invariance of the Wong and Law Emotional Intelligence Scale (WLEIS) across three Chinese university student groups from Canada and China. Journal of Psychoeducational Assessment, 30(4), 439-452. https://doi.org/10.1177/0734282912449449
Llamas‐Díaz, D., Cabello, R., Megías‐Robles, A., & Fernández‐Berrocal, P. (2022). Systematic review and meta‐analysis: The association between emotional intelligence and subjective well‐being in adolescents. Journal of Adolescence, 94(7), 925-938. https://doi.org/10.1002/jad.12075
Lyusin, D. V. (2006). A new method for measuring emotional intelligence: The EmIn questionnaire. Psychological Diagnostics, 4, 3-22. https://www.researchgate.net/publication/311706448_Novaa_metodika_dla_izmerenia_emocionalnogo_intellekta_oprosnik_EmIn
MacCann, C., Jiang, Y., Brown, L. E. R., Double, K. S., Bucich, M., & Minbashian, A. (2020). Emotional intelligence predicts academic performance: A meta-analysis. Psychological Bulletin, 146(2), 150–186. https://doi.org/10.1037/bul0000219
Maria, A.-S., Bourdier, L., Duclos, J., Ringuenet, D., & Berthoz, S. (2016). Psychometric properties of the French version of a scale measuring perceived emotional intelligence: The Trait Meta-Mood Scale (TMMS) [Propriétés psychométriques de la version francaise dune échelle de mesure de l’intelligence émotionnelle percue: la Trait Meta-Mood Scale (TMMS)]. Canadian Journal of Psychiatry, 61(10), 652-662. https://doi.org/10.1177/0706743716639936
Martins, A., Ramalho, N., & Morin, E. (2010). A comprehensive meta-analysis of the relationship between emotional intelligence and health. Personality and Individual Differences, 49(6), 554-564. https://doi.org/10.1016/j.paid.2010.05.029
Mayer, J. D. & Salovey, P. (1997). What is emotional intelligence? In P. Salovey & D. Sluyter (Eds), Emotional development and emotional intelligence: Implications for educators (pp. 3-31). Basic Books.
Mayer, J. D., Salovey, P., & Caruso, D. R. (n.d.). Mayer-Salovey-Caruso Emotional Intelligence Test (MSCEIT™) [Database record]. APA PsycTests. https://doi.org/10.1037/t05047-000
Megías-Robles, A., Gutiérrez-Cobo, M. J., Fernández-Berrocal, P., Gómez-Leal, R., & Cabello, R. (2024). The development of ability emotional intelligence during adolescence. Personality and Individual Differences, 224, 112642. https://doi.org/10.1016/j.paid.2024.112642
Mesquita, B., & Frijda, N. H. (1992). Cultural variations in emotions: A review. Psychological Bulletin, 112(2), 179-204. https://doi.org/10.1037/0033-2909.112.2.179
Mestre, J. M., Guil, R., Lopes, P. N., Salovey, P., & Gil-Olarte, P. (2006). Emotional intelligence and social and academic adaptation to school. Psicothema, 18(Suppl), 112-117.
Miao, C., Humphrey, R. H., & Qian, S. (2017). Are the emotionally intelligent good citizens or counterproductive? A meta-analysis of emotional intelligence and its relationships with organizational citizenship behavior and counterproductive work behavior. Personality and Individual Differences, 116, 144-156. https://doi.org/10.1016/j.paid.2017.04.015
Motl, R. W., Conroy, D. E., & Horgan, P. M. (2000). The social physique anxiety scale: An example of the potential consequence of negatively-worded items in factorial validity studies. Journal of Applied Measurement, 1(4), 327-345.
Nassar, Y. H., Alharballeh, S., & Dodeen, H. M. (2023). A cross-national study of the emotional intelligence of young adults in the Middle East. Journal of Applied Research in Higher Education. https://doi.org/10.1108/JARHE-02-2023-0059
Ngondi, R., Khasakhala, L., & Yugi, P. (2020). Emotional intelligence in relation to gender among secondary school students in Athi-River sub-county, Kenya. African Research Journal of Education and Social Sciences, 7(1), 35-44.
O’Connor, P. J., Hill, A., Kaya, M., & Martin, B. (2019). The measurement of emotional intelligence: A critical review of the literature and recommendations for researchers and practitioners. Frontiers in Psychology, 10(1116). https://doi.org/10.3389/fpsyg.2019.01116
Pacheco, N. E., Rey, L., & Sánchez-Álvarez, N. (2019). Validation of the Spanish version of the Wong Law Emotional Intelligence Scale (WLEIS-S) [Validación de la versión española de la escala de inteligencia emocional de Wong y Law (WLEIS-S)]. Psicothema, 31(1), 94-100. https://doi.org/10.7334/psicothema2018.147
Pedrosa, I., Suárez-Álvarez, J., Lozano, L. M., Muñiz, J., & García-Cueto, E. (2014). Assessing perceived emotional intelligence in adolescents: New validity evidence of Trait Meta-Mood Scale–24. Journal of Psychoeducational Assessment, 32(8), 737–746. https://doi.org/10.1177/0734282914539238
Petrides, K. V. (2009). Technical manual for the Trait Emotional Intelligence Questionnaires (TEIQue). London: London Psychometric Laboratory.
Petrides, K. V. (2011). Ability and trait emotional intelligence. In Chamorro-Premuzic, T., Furnham, A., & von Stumm, S. (Eds.), The Blackwell-Wiley Handbook of Individual Differences. Wiley.
Petrides, K. V., Pita, R., & Kokkinaki, F. (2007). The location of trait emotional intelligence in personality factor space. British Journal of Psychology, 98(2), 273-289. https://doi.org/ 10.1348/000712606X120618
Puertas-Molero, P., Zurita Ortega, F., Chacón Cuberos, R., Castro Sánchez, M., Ramírez Granizo, I. A., & Gonzalez Valero, G. (2020). Emotional intelligence in the field of education: a meta-analysis. https://doi.org/10.6018/analesps.345901
R Core Team. (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
Rosseel, Y. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1-36. https://doi.org/10.18637/jss.v048.i02
Robitzsch, A. (2020). Why ordinal variables can (almost) always be treated as continuous variables: Clarifying assumptions of robust continuous and ordinal factor analysis estimation methods. Frontiers in Education, 5, 1-7. https://doi.org/10.3389/feduc.2020.589965
Salavera, C., & Usán, P. (2022). The relationship between eudaimonic wellbeing, emotional intelligence and affect in early adolescents. Current Psychology, 41(10), 6945-6953. https://doi.org/10.1007/s12144-020-01208-y
Salovey, P., & Mayer, J. D. (1989). Emotional intelligence. Imagination, Cognition and Personality, 9(3), 185–211. https://doi.org/10.2190/DUGG-P24E-52WK-6CDG
Salovey, P., Mayer, J. D., Goldman, S. L., Turvey, C., & Palfai, T. P. (1995). Emotional attention, clarity, and repair: Exploring emotional intelligence using the Trait Meta-Mood Scale. In J. W. Pennebaker (Ed.), Emotion, disclosure, & health (pp. 125–154). American Psychological Association. https://doi.org/10.1037/10182-006
Sawyer, S. M., Azzopardi, P. S., Wickremarathne, D., & Patton, G. C. (2018). The age of adolescence. The Lancet Child & Adolescent Health, 2(3), 223-228. https://doi.org/10.1016/S2352-4642(18)30022-1
Schutte, N. S., Malouff, J. M., Hall, L. E., Haggerty, D. J., Cooper, J. T., Golden, C. J., & Dornheim, L. (1998). Development and validation of a measure of emotional intelligence. Personality and Individual Differences, 25, 167-177. https://doi.org/10.1016/s0191-8869(98)00001-4
Siegling, A. B., Saklofske, D. H., & Petrides, K. V. (2015). Measures of ability and trait emotional intelligence. In G. J. Boyle, G. Matthews, & D. H. Saklofske (Eds.), Measures of Personality and Social Psychological Constructs. Academic Press. https://doi.org/ 10.1016/B978-0-12-386915-9.00014-0
Smirnova, S. V. (2017). Psychological characteristics of students of the linguistic profile studying English and Chinese languages [paper presentation]. XXVII international Scientific Conference Language and Culture. Tomsk, Russia.
Somaa, F., Asghar, A., & Hamid, P. F. (2021) Academic Performance and Emotional Intelligence with Age and Gender as Moderators: A Meta-analysis, Developmental Neuropsychology, 46(8), 537-554. https://doi.org/10.1080/87565641.2021.1999455
Soriano-Sánchez, J. G. & Jiménez-Vázquez, D. (2023). Benefits of emotional intelligence in school adolescents: A systematic review. Revista de Psicología y Educación, 18(2), 83-95. https://doi.org/10.23923/rpye2023.02.237
Taibolatov, K. M., Pfeyfer, N. E., Burdina, E. I., Kudysheva, A. A., & Bolatov, A. K. (2024). The role of emotional intelligence on academic motivation of schoolchildren. Frontiers in Education, 9, 1265946. https://doi.org/10.3389/feduc.2024.1265946
Tejada-Gallardo, C., Blasco-Belled, A., Torrelles-Nadal, C., & Alsinet, C. (2022). How does emotional intelligence predict happiness, optimism, and pessimism in adolescence? Investigating the relationship from the bifactor model. Current Psychology, 41(8), 5470-5480. https://doi.org/10.1007/s12144-020-01061-z
Watanabe, Y., Motomura, Y., Saeki, R. (2020). Development of emotional literacy and empathy among elementary-aged Japanese children. International Journal of School and Educational Psychology, 10(3), 316-335. https://doi.org/10.1080/21683603.2020.1837699
Winter, L., Hernández-Torrano, D., McLellan, R., Almukhambetova, A., & Brown-Hajdukova, E. (2022). A contextually adapted model of school engagement in Kazakhstan. Current Psychology, 41(4), 2479–2495 https://doi.org/10.1007/s12144-020-00758-5
Wong, C. S., & Law, K. S. (2002). The effects of leader and follower emotional intelligence on performance and attitude: An exploratory study. The Leadership Quarterly, 13(3), 243-274. https://doi.org/10.1016/S1048-9843(02)00099-1
Yanagida, T. (2023). misty: Miscellaneous Functions ‘T. Yanagida’. R package version 0.4.11. https://CRAN.R-project.org/package=misty
Derechos de autor 2024 Servicio de Publicaciones, Universidad de Murcia (España)
Esta obra está bajo una licencia internacional Creative Commons Atribución-CompartirIgual 4.0.
Las obras que se publican en esta revista están sujetas a los siguientes términos:
1. El Servicio de Publicaciones de la Universidad de Murcia (la editorial) conserva los derechos patrimoniales (copyright) de las obras publicadas, y favorece y permite la reutilización de las mismas bajo la licencia de uso indicada en el punto 2.
© Servicio de Publicaciones, Universidad de Murcia, 2024
2. Las obras se publican en la edición electrónica de la revista bajo una licencia Creative Commons Reconocimiento-CompartirIgual 4.0 Internacional (texto legal). Se pueden copiar, usar, difundir, transmitir y exponer públicamente, siempre que: i) se cite la autoría y la fuente original de su publicación (revista, editorial y URL de la obra); ii) no se usen para fines comerciales; iii) se mencione la existencia y especificaciones de esta licencia de uso.
3. Condiciones de auto-archivo. Se permite y se anima a los autores a difundir electrónicamente las versiones pre-print (versión antes de ser evaluada y enviada a la revista) y/o post-print (versión evaluada y aceptada para su publicación) de sus obras antes de su publicación, ya que favorece su circulación y difusión más temprana y con ello un posible aumento en su citación y alcance entre la comunidad académica. Color RoMEO: verde.