Cross-cultural measurement invariance in the Satisfaction with Life Scale in Chilean and Spanish university students
Invarianza de medida transcultural en la Escala de Satisfacción con la Vida en estudiantes universitarios de Chile y España
Berta Schnettler , Edgardo Miranda-Zapata , Mercedes Sánchez , Ligia Orellana , Germán Lobos , Cristian Adasme-Berríos , José Sepúlveda , Clementina Hueche
Suma Psicológica, (2021), 28(2), pp. 128-135.
Received 6 May 2021
Accepted 4 August 2021
Introducción: La Escala de Satisfacción con la Vida (SWLS) es un instrumento ampliamente utilizado para la evaluación cognitiva del bienestar subjetivo de los individuos. La SWLS ha sido validada en numerosos contextos y poblaciones, pero la invarianza de medida a nivel transcultural en adultos emergentes ha sido poco explorada. El propósito de este artículo fue evaluar la invarianza de medida de la SWLS en estudiantes universitarios de Chile y España y según género. Método: Una muestra no probabilística de 165 estudiantes universitarios de Chile (66.7% mujeres, edad promedio = 21.9, DE = 2.35) y 109 estudiantes de España (48.6% mujeres, edad promedio = 22.9, DE = 2.4) completaron la SWLS. Resultados: Por medio de un análisis factorial confirmatorio multigrupo, los resultados mostraron que la SWLS exhibió invarianza configural, métrica y escalar en la comparación entre las muestras de estudiantes chilenos y españoles y según género. Conclusión: Este hallazgo muestra que la SWLS permite comparaciones significativas de medias latentes entre muestras transculturales universitarias. Además, este estudio aporta evidencia de la SWLS como un instrumento válido que puede guiar la creación de políticas para mejorar el bienestar subjetivo de los estudiantes universitarios de ambos géneros, tanto en países desarrollados como en desarrollo de habla hispana.
Palabras clave:
Satisfacción con la vida, invarianza de medida, cultura, estudiantes universitarios, bienestar subjetivo
Introduction: The Satisfaction with Life Scale (SWLS) is a widely used measure of an individuals’ cognitive assessment of subjective well-being. The SWLS has been validated in several contexts and populations, but its cross-cultural measurement invariance in emerging adult samples remains barely explored. The purpose of this study was to evaluate the measurement invariance of the SWLS in university students from Chile and Spain and according to gender. Method: A non-probabilistic sample of 165 university students from Chile (66.7% women, Mage = 21.9, SD = 2.35), and 109 students from Spain (48.6% women; Mage = 22.9, SD = 2.4) completed the SWLS. Results: Using multi-group confirmatory factor analysis, results showed that the SWLS exhibited configural, metric and scalar invariance in the comparison between the Chilean and Spanish student samples and also according to gender. Conclusions: This finding allows for significant latent mean comparisons between cross-cultural samples. Moreover, this study supports the SWLS as a valid instrument which provides data that can inform policies in order to improve the subjective well-being of university students of both genders, both in developed and developing Spanish-speaking countries.
Keywords:
Satisfaction with life, measurement invariance, culture, university students, subjective well-being
Arenas-Gaitán, J., Ramírez-Correa, P. E., & Rondán-Cataluña, F. J. (2011). Cross cultural analysis of the use and perceptions of web-based learning systems. Computers & Education, 57(2), 1762-1774. https://doi.org/10.1016/j.compedu.2011.03.016
Arita, B. (2005). Satisfacción por la vida y teoría homeostática del bienestar. Psicología y Salud, 15(1), 121-126.
Atienza, F., Balaguer, I., Corte-Real, N., & Fonseca, A. (2016). Factorial invariance of the Satisfaction with Life Scale in adolescents from Spain and Portugal. Psicothema, 28(3), 353-358. https://doi.org/10.7334/psicothema2016.1
Cadime, I., Lima, S., Marques Pinto, A., & Ribeiro, I. (2016). Measurement invariance of the Utrecht Work Engagement Scale for Students: A study across secondary school pupils and university students. European Journal of Developmental Psychology, 13(2), 254-263. https://doi.org/10.1080/17405629.2016.1148595
Casas, F., Sarriera, J. C., Abs, D., Coenders, G., Alfaro, J., Saforcada, E., & Tonon, G. (2012). Subjective indicators of personal well-being among adolescents. Performance and results for different scales in Latin-language speaking countries: A contribution to the international debate. Child Indicators Research, 5(1), 1-28. https://doi.org/10.1007/s12187-011-9119-1
Çivitci, A. (2015). The moderating role of positive and negative affect on the relationship between perceived social support and stress in College Students. Educational Sciences: Theory and Practice, 15(3), 565-573. https://doi.org/10.12738/estp.2015.3.2553
Clench-Aas, J., Nes, R. B., Dalgard, O. S., & Aarø, L. E. (2011). Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway. Quality of Life Research, 20(8), 1307-1317. https://doi.org/10.1007/s11136-011-9859-x
Consejo Nacional de Educación [CNED] (2014). Estadísticas y bases de datos INDICES [base de datos en línea], Santiago de Chile.
Crocetti, E., & Meeus, W. (2014). “Family comes first!” Relationships with family and friends in Italian emerging adults. Journal of Adolescence, 37, 1463-1473. https://doi.org/10.1016/j.adolescence.2014.02.012
Díaz, D., Stavraki, M., Blanco, A., & Gandarillas, B. (2015). The eudaimonic component of satisfaction with life and psychological well-being in Spanish cultures. Psicothema, 27(3), 247-253. https://doi.org/10.7334/psicothema2015.5
Diener, E., & Biswas-Diener, R. (2000). New directions in subjective well-being research: The cutting edge. Indian Journal of Clinical Psychology, 27(1), 21-33.
Diener, E., Emmons, R., Larsen, R., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49, 71-75. https://doi.org/10.1207/s15327752jpa4901_13
Diener, E., Inglehart, R., & Tay, L. (2013). Theory and validity of life satisfaction scales. Social Indicators Research, 112(3), 497-527. https://doi.org/10.1007/s11205-012-0076-y
Dimitrova, R., & Dominguez, A. (2015). Measurement Invariance of the Satisfaction with Life Scale in Argentina, Mexico and Nicaragua. Social Inquiry into Well-being, 1, 32-39.
Dimitrov, D. M. (2010). Testing for factorial invariance in the context of construct validation. Measurement and Evaluation in Counseling and Development, 43(2), 121-149. https://doi.org/10.1177/0748175610373459
Esnaola, I., Benito, M., Antonio-Agirre, I., Freeman, J., & Sarasa, M. (2017). Measurement invariance of the Satisfaction With Life Scale (SWLS) by country, gender and age. Psicothema, 29(4), 596-601. https://doi.org/10.7334/psicothema2016.394
Hiçdurmaz, D., İnci, F., & Karahan, S. (2017). Predictors of mental health symptoms, automatic thoughts, and self-esteem among university students. Psychological Reports, 120(4). https://doi.org/10.1177/0033294117707945
Hofstede, G., & Bond, M. H. (1988). The Confucius connection: From cultural roots to economic growth. Organizational Dynamics, 16(4), 5-21. https://doi.org/10.1016/0090-2616(88)90009-5
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1-55. https://doi.org/10.1080/10705519909540118
Huang, L., Malone, P., Lansford, J., Deater-Deckard, K., Di Giunta, L., Bombi, A., Bornstein, M., Chang, L., Dodge, K., Oburu, P., Pastorelli, C., Skinner, A., Sorbring, E., Tapanya, S., Uribe, L., Zelli, A., Alampay, L., Al-Hassan, S., & Bacchini, D. (2011). Measurement invariance of discipline in different cultural contexts. Family Science, 2(3), 212-219. https://doi.org/10.1080/19424620.2011.655997
Hultell, D., & Gustavsson, J. P. (2008). A psychometric evaluation of the Satisfaction with Life Scale in a Swedish nationwide sample of university students. Personality and Individual Differences, 44(5), 1070-1079. https://doi.org/10.1016/j.paid.2007.10.030
Jang, S., Kim, E., Cao, C., Allen, T., Cooper, C., Lapierre, L., O’Driscoll, P., Sanchez, J., Spector, P., Poelmans, P., Abarca, A., Alexandrova, M., Antoniou, A., Beham, B., Brough, P., Carikci, I., Ferreiro, P., Fraile, G., Geurts, S.,…Woo, J-M. (2017). Measurement invariance of the Satisfaction With Life Scale across 26 countries. Journal of Cross-Cultural Psychology, 1-17. https://doi.org/10.1177/0022022117697844
MacCallum, R. C., Browne, M. W., & Cai, L. (2006). Testing differences between nested covariance structure models: Power analysis and null hypotheses. Psychological Methods, 11(1), 19. https://doi.org/10.1037/1082-989X.11.1.19
Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11, 320-341. https://doi.org/10.1207/s15328007sem1103_2
Ministerio de Educación, Cultura y Deporte (n/d). Datos y Cifras del Sistema universitario español Curso 2014-2015. https://sede.educacion.gob.es/publiventa/d/20382/19/1
Lee, K., Kang, S., & Kim, I. (2017). Relationships among stress, burnout, athletic identity, and athlete satisfaction in students at Korea’s physical education high schools: Validating differences between pathways according to ego resilience. Psychological Reports, 120(4). https://doi.org/10.1177/0033294117698465
Oishi, S. (2006). The concept of life satisfaction across cultures: An IRT analysis. Journal of Research in Personality, 40(4), 411-423. https://doi.org/10.1016/j.jrp.2005.02.002
Ponizovsky, Y., Dimitrova, R., Schachner, M. K., & Van de Schoot, R. (2013). The Satisfaction With Life Scale: Measurement invariance across immigrant groups. European Journal of Developmental Psychology, 10(4), 526-532. https://doi.org/10.1080/17405629.2012.707778
Putnick, D. L., & Bornstein, M. H. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Developmental Review, 41, 71-90. https://doi.org/10.1016/j.dr.2016.06.004
Salazar-Fernández, C., Navarro, R. M., Schnettler, B., & Saiz, J. L. (2020). Life satisfaction among indigenous people from Chile: Evaluation of measurement invariance. Revista Latinoamericana de Psicología, 52, 33-41. https://doi.org/10.14349/rlp.2020.v52.4
Satorra, A., & Bentler, P. M. (2001). A scaled difference chi-square test statistic for moment structure analysis. Psychometrika, 66, 507-514. https://doi.org/10.1007/BF02296192
Schnettler, B., Miranda, H., Sepúlveda, J., Denegri, M., Mora, M., Lobos, G., & Grunert, K. G. (2013). Psychometric properties of the Satisfaction with Food-Related Life Scale: Application in southern Chile. Journal of Nutrition Education and Behavior, 45(5), 443-449. https://doi.org/10.1016/j.jneb.2012.08.003
Schnettler, B., Denegri, M., Miranda, H., Sepúlveda, J., Mora, M., & Lobos, G. (2014). Satisfaction with life and with food-related life in central Chile. Psicothema, 26(2), 200-206. https://doi.org/10.7334/psicothema2013.13
Schnettler, B., Lobos, G., Orellana, L., Grunert, K., Sepúlveda, J., Mora, M., Denegri, M., & Miranda, H. (2015). Analyzing food-related life satisfaction and other predictors of life satisfaction in central Chile. The Spanish Journal of Psychology, 18, E38. https://doi.org/10.1017/sjp.2015.32
Schnettler, B., Höger, Y., Orellana, L., Sepúlveda, J., Salinas-Oñate, N., Lobos, G., & Grunert, K. G. (2016). Family eating habits, family support and subjective well-being in university students in Chile. Nutrición Hospitalaria, 33(2), 451-458.
Schnettler, B., Miranda-Zapata, E., Lobos, G., Lapo, M.C., Adasme-Berríos, C., & Hueche, C. (2017). Measurement invariance in the Satisfaction with Life Scale in Chilean and Ecuadorian older adults. Personality and Individual Differences, 110, 96-101. https://doi.org/10.1016/j.paid.2017.01.036
Shevlin, M., Brunsden, V., & Miles, J. N. V. (1998). Satisfaction with life scale: Analysis of factorial invariance, mean structures and reliability. Personality and Individual Differences, 25(5), 911-916. https://doi.org/10.1016/S0191-8869(98)00088-9
Sovet, L., Atitsogbe, K. A., Pari, P., Park, M. S. A., & Villieux, A. (2016). Psychometric evaluation of the satisfaction with life scale in Togo: A three-step approach. Revue Européenne de Psychologie Appliquée/European Review of Applied Psychology, 66(5), 243-250. https://doi.org/10.1016/j.erap.2016.06.002
Swami, V., & Chamorro-Premuzic, T. (2009). Psychometric evaluation of the Malay Satisfaction With Life Scale. Social Indicators Research, 92, 25-33. https://doi.org/10.1007/s11205-008-9295-7
Tomás, J. M., Gutiérrez, M., Sancho, P., & Romero, I. (2015). Measurement invariance of the Satisfaction With Life Scale (SWLS) by gender and age in Angola. Personality and Individual Differences, 85, 182-186. https://doi.org/10.1016/j.paid.2015.05.008
Tsitsas, G., Nanopoulos, P., & Paschali, A. (2019). Life satisfaction, and anxiety levels among university students. Creative Education, 10, 947-961. https://doi.org/10.4236/ce.2019.105071
Tucker, K. L., Ozer, D. J., Lyubomirsky, S., & Boehm, J. K. (2006). Testing for measurement invariance in the satisfaction with life scale: A comparison of Russians and North Americans. Social Indicators Research, 78(2), 341-360. https://doi.org/10.1007/s11205-005-1037-5
Vázquez, C., Duque, A., & Hervás, G. (2013). Satisfaction with life scale in a representative sample of Spanish adults: Validation and normative data. The Spanish Journal of Psychology, 16(82), 1-15. https://doi.org/10.1017/sjp.2013.82
Whisman, M. A., & Judd, C. M. (2016). A cross-national analysis of measurement invariance of the Satisfaction With Life Scale. Psychological Assessment, 28(2), 239-244. https://doi.org/10.1037/pas0000181
Wu, C.H., Chen, L.H., & Tsai, Y.M. (2009). Longitudinal invariance analysis of the satisfaction with life scale. Personality and Individual Differences, 46(4), 396-401. https://doi.org/10.1016/j.paid.2008.11.002
Zanon, C., Bardagi, M. P., Layous, K., & Hutz, C. (2014). Validation of the Satisfaction with Life Scale to Brazilians: Evidences of measurement noninvariance across Brazil and US. Social Indicators Research, 119, 443-453. https://doi.org/10.1007/s11205-013-0478-5