Factor structure of the gratitude questionnaire in a spanish sample

  1. Alejandro Magallares 1
  2. Patricia Recio 1
  3. Pilar Sanjuán 1
  1. 1 Universidad Nacional de Educación a Distancia
    info

    Universidad Nacional de Educación a Distancia

    Madrid, España

    ROR https://ror.org/02msb5n36

Revista:
The Spanish Journal of Psychology

ISSN: 1138-7416

Año de publicación: 2018

Número: 21

Páginas: 1-7

Tipo: Artículo

DOI: 10.1017/SJP.2018.55 DIALNET GOOGLE SCHOLAR lock_openAcceso abierto editor

Otras publicaciones en: The Spanish Journal of Psychology

Resumen

The Gratitude Questionnaire is a short, self-report measure of the disposition to experience gratitude. The Gratitude Questionnaire has been validated in several countries but its factor structure remains controversial. Therefore, the main goal of the study was to examine the factor structure of the Gratitude Questionnaire in a Spanish sample. Two samples were recruited (957 and 920 participants). The confirmatory factor analyses showed that the best fit was the five-item model with errors of item four and five correlated (CFI = .99, NFI = .99, RMSEA = .02). This model demonstrated partial cross-validity based on an analysis of factorial invariance. The Composite Reliability of the five-item Gratitude Questionnaire was .81. In addition, it was found that gratitude was positively related to subjective and psychological well-being. Specifically, the Gratitude Questionnaire was positively correlated to life satisfaction (r = .56, p < .01), affect balance (r = .46, p < .01), self-acceptance (r = .54, p < .01), positive relations (r = .44, p < .01), autonomy (r = .17, p < .01), environmental mastery (r = .49, p < .01), personal growth (r = .36, p < .01), and purpose in life (r = .50, p < .01). According to the results, it can be concluded that the Spanish version of the five-item Gratitude Questionnaire possessed better psychometric properties than the original six-item model.

Referencias bibliográficas

  • Adler, M. G., & Fagley, N. S. (2005). Appreciation: Individual differences in finding value and meaning as a unique predictor of subjective well-being. Journal of Personality, 73(1), 79–114. https://doi.org/10.1111/j.1467-6494.2004.00305.x
  • Bandalos, D. L., & Finney, S. J. (2010). Factor analysis: Exploratory and confirmatory. In Hancock, G. & Mueller, R. (Eds.), The reviewer’s guide to quantitative methods in the social sciences. (pp. 93–114). New York, NY: Routledge.
  • Bernabé-Valero, G., García-Alandete, J., & Gallego-Pérez, J. F. (2013). Análisis comparativo de dos modelos del Gratitude Questionnaire-Six Items Form [Comparative analysis of two models of the Gratitude Questionnaire-Six Items Form]. Revista Latinoamericana de Psicología, 45 (2), 279–288. https://doi.org/10.14349/rlp.v45i2.811
  • Bollen, K. A. (1989). Structural equations with latent variables. New York, NY: Wiley.
  • Brown, T. A. (2015). Confirmatory factor analysis for applied research. New York, NY: Guilford Press.
  • Caputo, A. (2016). Italian translation and validation of the Gratitude Questionnaire (GQ–6). International Journal of Wellbeing, 6(2), 80–92. https://doi.org/10.5502/ijw.v6i2.492
  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
  • Chen, L. H., Chen, M.-Y., Kee, Y. H., & Tsai, Y. M. (2009). Validation of the Gratitude Questionnaire (GQ) in Taiwanese under graduate students. Journal of Happiness Studies, 10, 655–664. https://doi.org/10.1007/s10902-008-9112-7
  • Cohen, J. (1988). Statistical power analysis for the behavior sciences. New York, NY: Lawrence Earlbaum Associates.
  • Davis, D. E., Choe, E., Meyers, J., Wade, N., Varjas, K., Gifford, A. … Everett, L. (2016). Thankful for the little things: A meta-analysis of gratitude interventions. Journal of Counseling Psychology, 63(1), 20–31. https://doi.org/10.1037/cou0000107
  • Díaz, D., Rodríguez-Carvajal, R., Blanco, A., Moreno-Jiménez, B., Gallardo, I., Valle, C., & van Dierendonck, D. (2006). Spanish adaptation of the Psychological Well-Being Scales. Psicothema, 18(3), 572–577.
  • Diener, E. (2000). Subjective well-being. The science of happiness and proposal for a national index. American Psychologist, 55(1), 34–43. https://doi.org/10.1037/0003-066X.55.1.34
  • Emmons, R. A., & Stern, R. (2013). Gratitude as a psychotherapeutic intervention. Journal of Clinical Psychology, 69(8), 846–855. https://doi.org/10.1002/jclp.22020
  • Epstein, J., Santo, R. M., & Guillemin, F. (2015). A review of guidelines for cross-cultural adaptation of questionnaires could not bring out a consensus. Journal of Clinical Epidemiology, 68(4), 435–441. https://doi.org/10.1016/j.jclinepi.2014.11.021
  • Froh, J. J., Fan, J., Emmons, R. A., Bono, G., Huebner, E. S., & Watkins, P. (2011). Measuring gratitude in youth: Assessing the psychometric properties of adult gratitude scales in children and adolescents. Psychological Assessment, 23(2), 311–324. https://doi.org/10.1037/a0021590
  • Gerbing, D. W., & Anderson, J. C. (1984). On the meaning of within-factor correlated measurement errors. Journal of Consumer Research, 11(1), 572–580. https://doi.org/10.1086/208993
  • Gudmundsson, E. (2009). Guidelines for translating and adapting psychological instruments. Nordic Psychology, 61(2), 29–45. https://doi.org/10.1027/1901-2276.61.2.29
  • Hatori, K., & Kodama, M. (2014, February). Development of Japanese version of the Gratitude Questionnaire–6 (J–GQ–6). Paper presented at the 2 nd International Conference on Cognitive and Behavioral Psychology. Singapore, Singapore.
  • Hu, L.-T., & Bentler, P. M. (1999). Cut-off 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
  • Jans-Beken, L., Lataster, J., Leontjevas, R., & Jacobs, N. (2015). Measuring gratitude: A comparative validation of the Dutch Gratitude Questionnaire (GQ6) and Short Gratitude, Resentment, and Appreciation Test (SGRAT). Psychologica Belgica, 55 (1), 19–31. https://doi.org/10.5334/pb.bd
  • Jøreskog, K. G. (1993) Testing structural equation models. In Bollen, K. A. & Scott Long, J. (Eds.), Testing structural equation models (pp.294–316). Newbury Park, CA: Sage.
  • Kossakowska, M., & Kwiatek, P. (2014). The Polish adaptation of the Gratitude Questionnaire (GQ–6). Przegląd Psychologiczny, 57, 503–514.
  • Langer, A. I., Ulloa, V. G., Aguilar-Parra, J. M., Araya-Véliz, C., & Brito, G. (2016). Validation of a Spanish translation of the Gratitude Questionnaire (GQ–6) with a Chilean sample of adults and high schoolers. Health and Quality of Life Outcomes, 14, 53. https://doi.org/10.1186/s12955-016-0450-6
  • Lin, C.-C., & Yeh, Y.-C. (2014). How gratitude influences well-being: A structural equation modeling approach. Social Indicators Research, 118(1), 205–217. https://doi.org/10.1007/s11205-013-0424-6
  • MacCallum, R. C., Roznowski, M., Mar, C. M., & Reith, J. V. (1994). Alternative strategies for cross-validation of covariance structure models. Multivariate Behavioral Research, 29(1), 1–32. https://doi.org/10.1207/s15327906mbr2901_1
  • Mardia, K. V. (1970). Measures of multivariate skewness and kurtosis with applications. Biometrika, 57(3), 519–530. https://doi.org/10.1093/biomet/57.3.519
  • Martínez-Martí, M. L., Avia, M. D., & Hernández-Lloreda, M. J. (2010). The effects of counting blessings on subjective well-being: A gratitude intervention in a Spanish sample. The Spanish Journal of Psychology, 13(2), 886–896. https://doi.org/10.1017/S1138741600002535
  • Martos, T., Garay, M., & Désfalvi, J. (2014). Introduction and psychometric properties of the Hungarian version of the Gratitude Questionnaire (GQ–6–H). Mentálhigiéné és Pszichoszomatika, 15(3), 203–214. https://doi.org/10.1556/Mental.15.2014.3.3
  • McCullough, M., Emmons, R., & Tsang, J. (2002). The grateful disposition: A conceptual and empirical topography. Journal of Personality & Social Psychology, 82 (1), 112–127. https://doi.org/10.1037/0022-3514.82.1.112
  • Muñiz, J., Elosua, P., & Hambleton, R. K. (2013). International test commission guidelines for test translation and adaptation: Second edition. Psicothema, 25(2), 151–157.
  • Pavot, W., & Diener, E. (1993). Review of the Satisfaction with Life Scale. Psychological Assessment, 5(2), 164–172. https://doi.org/10.1037//1040-3590.5.2.164
  • Raykov, T., & Marcoulides, G. A. (2008). An introduction to Applied Multivariate Analysis. New York, NY: Taylor & Francis.
  • Reips, U. D., & Birnbaum, M. H. (2011). Behavioral research and data collection via the Internet. In Proctor, R. W. & Vu, K. P. L. (Eds.), The handbook of human factors in web design (pp. 563–585). Mahwah, NJ: Erlbaum.
  • Ryff, C. D. (1989). Happiness is everything, or is it? Explorations on the meaning of psychological well-being. Journal of Personality and Social Psychology, 57(6), 1069–1081. https://doi.org/10.1037/0022-3514.57.6.1069
  • Salvador-Ferrer, C. (2017). The relationship between gratitude and life satisfaction in a sample of Spanish university students: The moderation role of gender. Anales de Psicología, 33(1), 114–119. http://doi.org/10.6018/analesps.33.1.226671
  • Sandín, B., Chorot, P., Lostao, L., Joiner, T. E., Santed, M. A., & Valiente, R. (1999). The PANAS scales of positive and negative affect: Factor analytic validation and cross-cultural convergence. Psicothema, 11(1), 37–51.
  • 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, E82. https://doi.org/10.1017/sjp.2013.82
  • Watkins, P. C. (2014). Gratitude and the good life: Toward a psychology of appreciation. New York, NY: Springer.
  • Watkins, P. C., Woodward, K., Stone, T., & Kolts, R. L. (2003). Gratitude and happiness: Development of a measure of gratitude, and relationships with subjective well-being. Social Behavior and Personality: An International Journal, 31(5), 431–451. https://doi.org/10.2224/sbp.2003.31.5.431
  • Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. https://doi.org/10.1037/0022-3514.54.6.1063
  • Wood, A. M., Froh, J. J., & Geraghty, A. W. (2010). Gratitude and well-being: A review and theoretical integration. Clinical Psychological Review, 30(7), 890–905. https://doi.org/10.1016/j.cpr.2010.03.005
  • Wood, A., Joseph, S., & Maltby, J. (2008). Gratitude uniquely predicts satisfaction with life: Incremental validity above the domains and facets of the five factor model. Personality and Individual Differences, 45(1), 49–54. https://doi.org/10.1016/j.paid.2008.02.019
  • Yüksel, A., & Oğuz, D. (2012). Turkish adaptation of the Gratitude Questionnaire. Eurasian Journal of Educational Research, 46, 199–216.
  • Zeng, Y., Ling, Y., Huebner, E. S., He, Y., & Lei, X. (2017). The psychometric properties of the 5-item Gratitude Questionnaire in Chinese adolescents. Journal of Psychiatric and Mental Health Nursing, 24(4), 203–210. https://doi.org/10.1111/jpm.12372