Abstract
The purpose of this study was to provide a reliable and valid instrument in Hindi for measuring gratitude in the Indian context. Psychometric properties of the translated Gratitude Questionnaire (GQ-6) were analyzed in two studies. In the first study, 448 adults (Mage = 36.47) completed the Hindi version of GQ-6 with demographic questions. Participants were split into two groups for conducting exploratory (EEA) and confirmatory factor analyses (CFA), respectively. The EFA indicated a one-factor solution (α = .74) with five items. The CFA showed the five-item version (GQ-5) fit the data better than the original instrument (GQ-6). Measurement invariance was investigated across gender using the whole dataset. Configural and scalar invariance were supported. In the second study, participants were 211 adults who completed the Scale of Positive and Negative Experience (SPANE), Gratitude Adjective Checklist (GAC), Depression Anxiety Stress Scales (DASS), Satisfaction With Life Scale (SWLS), Oxford Happiness Questionnaire (OHQ) along with previous instruments. The CFA replicated a one-factor structure with five-items. The instrument showed adequate evidence of convergent validity with GAC, discriminant validity with life satisfaction and joy, and nomological validity. In conclusion, the Hindi GQ-5 is a valid and reliable instrument for assessing gratitude in Hindi speaking population in India.
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The datasets collected and analyzed during the current study are available from the corresponding author on reasonable request.
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References
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.
Antony, M. M., & Bieling, P. J. (1998). Psychometric properties of the 42-item and 21-item versions of the depression anxiety stress scales in clinical groups and a community sample. Psychological assessment. Psychological Assessment, 10(2), 176–181. https://doi.org/10.1037/1040-3590.10.2.176.
Appadurai, A. (1985). Gratitude as a social mode in South India. Ethos, 13(3), 236–245. https://doi.org/10.1525/eth.1985.13.3.02a00020.
Arunachalam, T. (2019). An investigation on the factor structure of Hindi version of Oxford happiness questionnaire (OHQ). Universitas Psychologica, 18(1), 1–11. https://doi.org/10.11144/Javeriana.upsy18-1.ifsh.
Baglin, J. (2014). Improving your exploratory factor analysis for ordinal data: A demonstration using FACTOR., Practical assessment, Research & Evaluation, 19, article 5. https://doi.org/10.7275/dsep-4220.
Bartlett, M. S. (1950). Tests of significance in factor analysis. British Journal of Statistical Psychology, 3(2), 77–85. https://doi.org/10.1111/j.2044-8317.1950.tb00285.x.
Bartlett, M. Y., Condon, P., Cruz, J., Baumann, J., & Desteno, D. (2012). Gratitude: Prompting behaviours that build relationships. Cognition & Emotion, 26(1), 2–13. https://doi.org/10.1080/02699931.2011.561297.
Bartlett, M. Y., & DeSteno, D. (2006). Gratitude and prosocial behavior: Helping when it costs you. Psychological Science, 17(4), 319–325. https://doi.org/10.1111/j.1467-9280.2006.01705.x.
Caputo, A. (2016). Italian translation and validation of the 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: A Multidisciplinary Journal, 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 undergraduate students. Journal of Happiness Studies, 10(6), 655–664. https://doi.org/10.1007/s10902-008-9112-7.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255. https://doi.org/10.1207/s15328007sem0902_5.
Cicero, M. T. (1851). The orations of Marcus Tullius Cicero. Translated by C.D. Younge, volume III. London: George Bell & Sons.
Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(2), 281–302. https://doi.org/10.1037/h0040957.
Diener, E., & Emmons, R. A. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13.
Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D., Oishi, S., & Biswas-Diener, R. (2010). New well-being measures: Short scales to assess flourishing and positive and negative feelings. Social Indicators Research, 97(2), 143–156. https://doi.org/10.1007/s11205-009-9493-y.
Emmons, R. A., & McCullough, M. E. (2003). Counting blessings versus burdens: An experimental investigation of gratitude and subjective well-being in daily life. Journal of Personality and Social Psychology, 84(2), 377–389. https://doi.org/10.1037/0022-3514.84.2.377.
Emmons, R. A., & Mishra, A. (2011). Why gratitude enhances well-being: What we know, what we need to know. In K. M. Sheldon, T. B. Kashdan, & M. F. Steger (Eds.), Series in positive psychology. Designing positive psychology: Taking stock and moving forward (p. 248–262). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195373585.003.0016.
Ferrando, P. J., & Lorenzo-Seva, U. (2017). Program FACTOR at 10: Origins, development and future directions. Psicothema, 29(2), 236–240. https://doi.org/10.7334/psicothema2016.304.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104.
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.
Froh, J. J., Miller, D. N., & Snyder, S. F. (2007). Gratitude in children and adolescents: Development, assessment, and school-based intervention. School Psychology Forum, 2(1), 1–13 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.183.3297.
Gadermann, A. M., Guhn, M., & Zumbo, B. D. (2012). Estimating ordinal reliability for Likert-type and ordinal item response data: A conceptual, empirical, and practical guide. Practical assessment, research, and evaluation, 17, article 3. https://doi.org/10.7275/n560-j767.
George, D., & Mallery, P. (2016). IBM SPSS statistics 23 step by step: A simple guide and reference (14th ed.). New York, NY: Routledge.
Ghosh, A., & Deb, A. (2017). An exploration of gratitude themes and suggestions for future interventions. Journal of Human Behavior in the Social Environment, 27(7), 678–693. https://doi.org/10.1080/10911359.2017.1323068.
Gosling, S. D., Vazire, S., Srivastava, S., & John, O. P. (2004). Should we trust web-based studies? A comparative analysis of six preconceptions about internet questionnaires. American Psychologist, 59(2), 93–104. https://doi.org/10.1037/0003-066X.59.2.93.
Gouveia, V. V., Ribeiro, M. G. C., de Aquino, T. A. A., Loureto, G. D. L., Nascimento, B. S., & Rezende, A. T. (2019). Gratitude Questionnarie (GQ-6): Evidence of construct validity in Brazil. Current Psychology, 40, 2481–2489. https://doi.org/10.1007/s12144-019-00197-x.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (Eds.). (2014). Multivariate data analysis (7th ed.). Harlow, England: Pearson Education Limited.
Hatori, K., & Kodama, M. (2014). Development of Japanese version of the gratitude questionnaire–6 (J–GQ–6). 3rd annual international conference on cognitive and behavioral psychology (CBP 2014), Singapore. https://doi.org/10.5176/2251-1865_cbp14.16.
Heintz, S., Kramm, C., & Ruch, W. (2019). A meta-analysis of gender differences in character strengths and age, nation, and measure as moderators. The Journal of Positive Psychology, 14(1), 103–112. https://doi.org/10.1080/17439760.2017.1414297.
Hills, P., & Argyle, M. (2002). The Oxford happiness questionnaire: A compact scale for the measurement of psychological well-being. Personality and Individual Differences, 33(7), 1073–1082. https://doi.org/10.1016/S0191-8869(01)00213-6.
Hlava, P., Elfers, J., & Offringa, R. (2014). A transcendent view of gratitude: The transpersonal gratitude scale. International Journal of Transpersonal Studies, 33(1), 1–14 http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.687.164&rep=rep1&type=pdf.
Holgado-Tello, F. P., Chacón-Moscoso, S., Barbero-García, I., & Vila-Abad, E. (2010). Polychoric versus Pearson correlations in exploratory and confirmatory factor analysis of ordinal variables. Quality & Quantity, 44(1), 153–166. https://doi.org/10.1007/s11135-008-9190-y.
Howell, R. T., Rodzon, K. S., Kurai, M., & Sanchez, A. H. (2010). A validation of well-being and happiness surveys for administration via the internet. Behavior Research Methods, 42(3), 775–784. https://doi.org/10.3758/BRM.42.3.775.
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.
Kashdan, T. B., Mishra, A., Breen, W. E., & Froh, J. J. (2009). Gender differences in gratitude: Examining appraisals, narratives, the willingness to express emotions, and changes in psychological needs. Journal of Personality, 77(3), 691–730. https://doi.org/10.1111/j.1467-6494.2009.00562.x.
Kendler, K. S., Liu, X.-Q., Gardner, C. O., McCullough, M. E., Larson, D., & Prescott, C. A. (2003). Dimensions of religiosity and their relationship to lifetime psychiatric and substance use disorders. American Journal of Psychiatry, 160(3), 496–503. https://doi.org/10.1176/appi.ajp.160.3.496.
Kobayashi, F. (2013). Development and validation of the gratitude questionnaire (GQ) in Japanese undergraduate students. Comparative Culture, 18, 2–19 http://id.nii.ac.jp/1106/00000463/.
Kong, F., You, X., & Zhao, J. (2017). Evaluation of the gratitude questionnaire in a Chinese sample of adults: Factorial validity, criterion-related validity, and measurement invariance across sex. Frontiers in psychology, 8, article 1498. https://doi.org/10.3389/fpsyg.2017.01498.
Langer, Á. 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(1), 53. https://doi.org/10.1186/s12955-016-0450-6.
Li, C.-H. (2016). Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted least squares. Behavior Research Methods, 48(3), 936–949. https://doi.org/10.3758/s13428-015-0619-7.
Lloret, S., Ferreres, A., Hernández, A., & Tomás, I. (2017). The exploratory factor analysis of items: Guided analysis based on empirical data and software. Anales de Psicología, 33(2), 417–432. https://doi.org/10.6018/analesps.33.2.270211.
Lovibond, S. H., & Lovibond, P. F. (1996). Manual for the depression anxiety stress scales. Sydney, Australia: Psychology Foundation.
McCullough, M. E., Emmons, R. A., & Tsang, J.-A. (2002). The grateful disposition: A conceptual and empirical topography. Journal of Personality and Social Psychology, 82(1), 112–127. https://doi.org/10.1037/0022-3514.82.1.112.
McCullough, M. E., Kilpatrick, S. D., Emmons, R. A., & Larson, D. B. (2001). Is gratitude a moral affect? Psychological Bulletin, 127(2), 249–266. https://doi.org/10.1037/0033-2909.127.2.249.
Meyers, M. C., van Woerkom, M., & Bakker, A. B. (2013). The added value of the positive: A literature review of positive psychology interventions in organizations. European Journal of Work and Organizational Psychology, 22(5), 618–632. https://doi.org/10.1080/1359432x.2012.694689.
Mishra, K. K. (2019). Psychometric evaluation of Hindi version of satisfaction with life scale. Mind and Society, 8(1), 30–34 https://www.mindandsociety.in/backend/gallery/156717195406.pdf.
Mishra, K. K., & Dixit, S. (2017). Cultural adaptation of new affective well-being measure in Hindi-speaking youth: Scale of positive and negative experience. Psychological Studies, 62(2), 188–195. https://doi.org/10.1007/s12646-017-0401-2.
Mundfrom, D. J., Shaw, D. G., & Ke, T. L. (2005). Minimum sample size recommendations for conducting factor analyses. International Journal of Testing, 5(2), 159–168. https://doi.org/10.1207/s15327574ijt0502_4.
Naito, T., & Sakata, Y. (2010). Gratitude, indebtedness, and regret on receiving a friend’s favor in Japan. PSYCHOLOGIA, 53(3), 179–194. https://doi.org/10.2117/psysoc.2010.179.
Norman, G. R., & Streiner, D. L. (2008). Biostatistics: The bare essentials (3rd ed.). Hamilton, New Zeland: B. C. Decker Inc.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychological theory (3rd ed.). New York, NY: McGraw-Hill.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879.
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.
R Core Team. (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. https://www.R-project.org/
Rey, L., Sánchez-Álvarez, N., & Extremera, N. (2018). Spanish gratitude questionnaire: Psychometric properties in adolescents and relationships with negative and positive psychological outcomes. Personality and Individual Differences, 135, 173–175. https://doi.org/10.1016/j.paid.2018.07.005.
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.
Schimmack, U., Oishi, S., & Diener, E. (2002). Cultural influences on the relation between pleasant emotions and unpleasant emotions: Asian dialectic philosophies or individualism-collectivism? Cognition and Emotion, 16(6), 705–719. https://doi.org/10.1080/02699930143000590.
Seligman, M. E. P., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55(1), 5–14. https://doi.org/10.1037/0003-066X.55.1.5.
Shapiro, A., & ten Berge, J. M. F. (2002). Statistical inference of minimum rank factor analysis. Psychometrika, 67(1), 79–94. https://doi.org/10.1007/BF02294710.
Singh, B., Prabhuappa, K. P., Eqbal, S., & Singh, A. R. (2013). Depression, anxiety and stress scale: Reliability and validity of Hindi adaptation. International Journal of Education, 3(4), 446–449.
Tabachnick, B. G., & Fidell, L. S. (2013). Assumptions and limitations of multivariate statistical methods. In using multivariate statistics (6th ed.). Boston: Allyn and Bacon.
ten Berge, J. M. F., & Kiers, H. A. L. (1991). A numerical approach to the approximate and the exact minimum rank of a covariance matrix. Psychometrika, 56(2), 309–315. https://doi.org/10.1007/BF02294464.
Timmerman, M. E., & Lorenzo-Seva, U. (2011). Dimensionality assessment of ordered polytomous items with parallel analysis. Psychological Methods, 16(2), 209–220. https://doi.org/10.1037/a0023353.
Titova, L., Wagstaff, A. E., & Parks, A. C. (2017). Disentangling the effects of gratitude and optimism: A cross-cultural investigation. Journal of Cross-Cultural Psychology, 48(5), 754–770. https://doi.org/10.1177/0022022117699278.
Tripathi, R., Banu, H., & Mehrotra, S. (2015). Self-perceived character strengths in urban indian youth: Observations and reflections. Journal of the Indian Academy of Applied Psychology, 41(3), 175–186.
Vélez, M. C., Castro, S. L., Contreras, E. P., Sizer, M. A., Pacheco, A. B., & Medina, P. A. (2019). Adaptation and validation of the gratitude questionnaire GQ-6 for the ecuadorian context. Avaliaçao Psicologica, 18(2), 129–137. https://doi.org/10.15689/ap.2019.1802.15689.03.
Watkins, M. W. (2018). Exploratory factor analysis: A guide to best practice. Journal of Black Psychology, 44(3), 219–246. https://doi.org/10.1177/0095798418771807.
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.
Wei, C., Wu, H. T., Kong, X., & Wang, H. (2011). Revision of gratitude Questionnaire-6 in Chinese adolescent and its validity and reliability. Chinese Journal of School Health, 32(10), 1201–1202 http://en.cnki.com.cn/Article_en/CJFDTotal-XIWS201110015.htm.
Williams, L. J., Hartman, N., & Cavazotte, F. (2010). Method variance and marker variables: A review and comprehensive CFA marker technique. Organizational Research Methods, 13(3), 477–514. https://doi.org/10.1177/1094428110366036.
Wood, A. M., Froh, J. J., & Geraghty, A. W. A. (2010). Gratitude and well-being: A review and theoretical integration. Clinical Psychology Review, 30(7), 890–905. https://doi.org/10.1016/j.cpr.2010.03.005.
Wood, A. M., Joseph, S., Lloyd, J., & Atkins, S. (2009). Gratitude influences sleep through the mechanism of pre-sleep cognitions. Journal of Psychosomatic Research, 66(1), 43–48. https://doi.org/10.1016/j.jpsychores.2008.09.002.
Wood, A. M., Maltby, J., Gillett, R., Linley, P. A., & Joseph, S. (2008). The role of gratitude in the development of social support, stress, and depression: Two longitudinal studies. Journal of Research in Personality, 42(4), 854–871. https://doi.org/10.1016/j.jrp.2007.11.003.
Yüksel, A., & Oguz Duran, N. (2012). Turkish adaptation of the gratitude questionnaire. Eurasian Journal of Educational Research, 46, 199–216 https://eric.ed.gov/?id=EJ1057318.
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Dixit, S.K., Sinha, J. Adaptation and validation of the gratitude questionnaire (GQ-6) for the Indian context. Curr Psychol 42, 8722–8732 (2023). https://doi.org/10.1007/s12144-021-02143-2
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DOI: https://doi.org/10.1007/s12144-021-02143-2