Abstract
India is home to the largest proportion of adolescent population in the world. However, there is a dearth of psychometrically and conceptually robust instruments to measure their resilience. Hence, the present study aimed at assessing the psychometric properties and factor structure of the original English and the translated Hindi version of the Adolescent Resilience Questionnaire (ARQhttps://doi.org/10.1186/1471-2288-11-134) in a sample of Indian adolescents. It also examined the role of select socio-demographic variables (age, sex, place of residence and type of schooling) on their resilience levels. Data were collected from 1290 adolescents aged between 12 and 18 years studying in public and private schools in urban and rural areas of Northern India. A brief 35-item (English and Hindi) version of the ARQ having five domains (individual, family, peer, school and community) with a single-factor structure each, was found to be an adequate fit in the Indian context. It is a reliable instrument with good convergent validity, and no floor and ceiling effects. Additionally, the multivariate results revealed a significant main effect for all the socio-demographic factors. The effect sizes, however, were small.
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References
Anderson, J. R., Killian, M., Hughes, J. L., Rush, A. J., & Trivedi, M. H. (2020). The Adolescent Resilience Questionnaire: Validation of a shortened version in U.S. youths. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2020.606373.
Balda, S., Sangwan, S., & Kumari, A. (2019). Family environment as perceived by adolescent boys and girls. International Journal of Current Microbiology and Applied Sciences, 8(01), 2262–2269. https://doi.org/10.20546/ijcmas.2019.801.237.
Banerjee, R., Dasgupta, A., Burman, J., Paul, B., Bandyopadhyay, L., & Suman, S. (2018). Resilience level among adolescent children: A school-based study in Kolkata, India. International Journal of Contemporary Pediatrics, 5(4), 1641. https://doi.org/10.18203/2349-3291.ijcp20182581.
Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000). Guidelines for the process of cross-cultural adaptation of self-report measures. Spine, 25(24), 3186–3191. https://doi.org/10.1097/00007632-200012150-00014.
Census of India. (2011). Language: India, States and Union Territories. New Delhi: Office of the Registrar General, India. https://censusindia.gov.in/2011Census/C-16_25062018_NEW.pdf.
Cheraghi, M. A., Ebadi, A., Gartland, D., Ghaedi, Y., & Fomani, F. K. (2017). Translation and validation of “Adolescent Resilience Questionnaire” for Iranian adolescents. Asian Journal of Psychiatry, 25, 240–245. https://doi.org/10.1016/j.ajp.2016.12.001.
Choudhury, S. A., & Sharma, R. (2019). Resilience and emotional intelligence: A comparative Study between Government and Private School Children in Sonapur, Assam. IRA-International Journal of Management & Social Sciences (ISSN 2455-2267). https://doi.org/10.21013/jmss.v14.n2sp.p15.
Cicchetti, D., & Lynch, M. (1993). Toward an ecological/transactional model of community violence and child maltreatment: Consequences for children’s development. Psychiatry, 56(1), 96–118. https://doi.org/10.1080/00332747.1993.11024624.
Connor, K. M., & Davidson, J. R. T. (2003). Development of a new resilience scale: The Connor–Davidson Resilience Scale (CD-RISC). Depression and Anxiety, 18(2), 76–82. https://doi.org/10.1002/da.10113.
Crowell, B. A., George, L. K., Blazer, D., & Landerman, R. (1986). Psychosocial risk factors and urban/rural differences in the prevalence of major depression. British Journal of Psychiatry, 149(3), 307–314. https://doi.org/10.1192/bjp.149.3.307.
Curran, P. J., West, S. G., & Finch, J. F. (1996). The robustness of test statistics to nonnormality and specification error in confirmatory factor analysis. Psychological Methods, 1(1), 16–29. https://doi.org/10.1037/1082-989x.1.1.16.
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Hillsdale: Erlbaum.
Di Fabio, A., & Palazzeschi, L. (2015). Hedonic and eudaimonic well-being: The role of resilience beyond fluid intelligence and personality traits. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2015.01367.
Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95(3), 542–575. https://doi.org/10.1037/0033-2909.95.3.542.
Faisal, T., & Mathai, S. M. (2017). Resilience and spirituality as correlates of psychological well-being among Adolescents. The International Journal of Indian Psychology, 4(3), 23–29.
Field, A. (2005). Discovering statistics using SPSS (introducing statistical methods S) (2nd ed.). London: Sage Publications Ltd.
Freeman, T., Hughes, H., & Anderman, L. H. (2001). Changes in students’ school belonging in rural and urban middle schools. In Poster presented at the annual meeting of the American Educational Research Association. Seattle, WA.
Friborg, O., Hjemdal, O., Rosenvinge, J. H., & Martinussen, M. (2003). A new rating scale for adult resilience: What are the central protective resources behind healthy adjustment? International Journal of Methods in Psychiatric Research, 12(2), 65–76. https://doi.org/10.1002/mpr.143.
Gartland, D. (2009). Resilience in adolescents: The development and preliminary psychometric testing of a new measure. (Doctoral dissertation, Swinburne University of Technology, Faculty of Life and Social Sciences). Retrieved February 15, 2022 https://researchbank.swinburne.edu.au/file/775bd2ee-299c-49b9-a54f-451f7c9b0cc7/1/Deirdre%20Gartland%20Thesis.pdf.
Gartland, D., Bond, L., Olsson, C. A., Buzwell, S., & Sawyer, S. M. (2011). Development of a multi-dimensional measure of resilience in adolescents: The Adolescent Resilience Questionnaire. BMC Medical Research Methodology, 11(1), 134. https://doi.org/10.1186/1471-2288-11-134.
Garver, M. S., & Mentzer, J. T. (1999). Logistics research methods: Employing structural equation modeling to test for construct validity. Journal of Business Logistics, 20(1), 33–57.
Gouda, J., Das, K. C., Goli, S., Pou, M. A.. L. (2013). Government versus private primary schools in India. International Journal of Sociology and Social Policy, 33(11/12), 708–724. https://doi.org/10.1108/ijssp-12-2012-0105.
Guilera, G., Pereda, N., Paños, A., & Abad, J. (2015). Assessing resilience in adolescence: The Spanish adaptation of the Adolescent Resilience Questionnaire. Health and Quality of Life Outcomes, 13(1), 100. https://doi.org/10.1186/s12955-015-0259-8.
Hinkin, T. R. (1995). A review of scale development practices in the study of organizations. Journal of Management, 21(5), 967–988. https://doi.org/10.1177/014920639502100509.
Hinkin, T. R. (1998). A brief tutorial on the development of measures for use in Survey Questionnaires. Organizational Research Methods, 1(1), 104–121. https://doi.org/10.1177/109442819800100106.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118.
Huta, V., & Waterman, A. S. (2014). Eudaimonia and its distinction from hedonia: Developing a classification and terminology for understanding conceptual and operational definitions. Journal of Happiness Studies, 15(6), 1425–1456. https://doi.org/10.1007/s10902-013-9485-0.
Jew, C. L., Green, K. E., & Kroger, J. (1999). Development and validation of a measure of resiliency. Measurement and Evaluation in Counseling and Development, 32(2), 75–89. https://doi.org/10.1080/07481756.1999.12068973.
Jongbloed, J. (2018). Higher education for happiness? Investigating the impact of education on the hedonic and eudaimonic well-being of Europeans. European Educational Research Journal. https://doi.org/10.1177/1474904118770818.
Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31–36. https://doi.org/10.1007/bf02291575.
Kwek, A., Bui, H. T., Rynne, J., So, K. F., Bus, K., & Kam Fung, K. (2013). The impacts of self-esteem and Resilience on academic performance: An investigation of domestic and international hospitality and tourism undergraduate students. Journal of Hospitality & Tourism Education, 25, 110–122. https://doi.org/10.1080/10963758.2013.826946.
Lee, J. H., Nam, S. K., Kim, A.-R., Kim, B., Lee, M. Y., & Lee, S. M. (2013). Resilience: A meta-analytic approach. Journal of Counseling & Development, 91(3), 269–279. https://doi.org/10.1002/j.1556-6676.2013.00095.x.
Liebenberg, L., & Moore, J. C. (2018). A social ecological measure of resilience for adults: The RRC-ARM. Social Indicators Research, 136(1), 1–19. https://doi.org/10.1007/s11205-016-1523-y.
Liebenberg, L., Ungar, M., & Vijver, F. V. D. (2012). Validation of the child and youth resilience measure-28 (CYRM-28) among Canadian youth. Research on Social Work Practice, 22(2), 219–226. https://doi.org/10.1177/1049731511428619.
Lundman, B., Strandberg, G., Eisemann, M., Gustafson, Y., & Brulin, C. (2007). Psychometric properties of the Swedish version of the Resilience Scale. Scandinavian Journal of Caring Sciences, 21(2), 229–237. https://doi.org/10.1111/j.1471-6712.2007.00461.x.
Luthar, S. S., Cicchetti, D., & Becker, B. (2000). Research on Resilience: Response to commentaries. Child Development, 71(3), 573–575. https://doi.org/10.1111/1467-8624.00168.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1(2), 130–149. https://doi.org/10.1037/1082-989x.1.2.130.
Masten, A. S. (2001). Ordinary magic: Resilience processes in development. American Psychologist, 56(3), 227. https://doi.org/10.1037//0003-066x.56.3.227.
Moksnes, U. K., & Eilertsen, M. B. (2015). Gender and age differences on resilience in Norwegian adolescents 13–18 years [Poster presentation]. In 29th Conference of the European Health Psychology Society. Limassol, Cyprus. Retrieved December 15, 2020 from https://www.ehps.net/ehp/index.php/contents/article/view/1255
Nourian, M., Shahboulaghi, F. M., Tabrizi, K. N., Rassouli, M., & Biglarrian, A. (2016). Resilience and its contributing factors in adolescents in long-term residential care facilities affiliated to Tehran Welfare Organization. International Journal of Community based Nursing and Midwifery, 4(4), 386.
Olsson, C. A., Bond, L., Burns, J. M., Vella-Brodrick, D. A., & Sawyer, S. M. (2003). Adolescent resilience: A concept analysis. Journal of Adolescence, 26(1), 1–11. https://doi.org/10.1016/s0140-1971(02)00118-5.
Oshio, A., Kaneko, H., Nagamine, S., & Nakaya, M. (2003). Construct validity of the adolescent resilience scale. Psychological Reports, 93(8), 1217. https://doi.org/10.2466/pr0.93.8.1217-1222.
Patil, A., & Adsul, R. (2017). A correlational study on resilience and well-being among college adolescents in Kolhapur City. Indian Journal of Positive Psychology, 8(1), 83–86. Retrieved December 15, 2020 from http://www.i-scholar.in/index.php/ijpp/article/view/147243
Resnick, M. D. (2000). Protective factors, resiliency, and healthy youth development. Adolescent Medicine: State of the Art Reviews, 11(1), 157–164.
Roussos, P. (2007). The Greek computer attitudes scale: Construction and assessment of psychometric properties Computers in Human Behavior. Computers in Human Behavior, 23, 578–590. https://doi.org/10.1016/j.chb.2004.10.027.
Ryff, C. D. (2013). Psychological well-being revisited: Advances in the science and practice of eudaimonia. Psychotherapy and Psychosomatics, 83(1), 10–28. https://doi.org/10.1159/000353263.
Schultze-Lutter, F., Schimmelmann, B. G., & Schmidt, S. J. (2016). Resilience, risk, mental health and well-being: associations and conceptual differences. In European Child and Adolescent Psychiatry (Vol. 25, Issue 5, pp. 459–466). Dr. Dietrich Steinkopff Verlag GmbH and Co. KG. https://doi.org/10.1007/s00787-016-0851-4.
Singh, K., Bandyopadhyay, S., & Raina, M. (2020). Demographic Correlates and Validation of the CYRM-28 in India. Manuscript submitted for publication.
Singh, K., & Junnarkar, M. (2014). Validation and effect of demographic variables on perceived quality of life by adolescents. Asian Journal of Psychiatry, 12, 88–94. https://doi.org/10.1016/j.ajp.2014.06.020.
Singh, K., & Raina, M. (2020). Demographic correlates and validation of PERMA and WEMWBS scales in Indian Adolescents. Child Indicators Research, 13, 1175–1186. https://doi.org/10.1007/s12187-019-09655-1.
Singh, K., Junnarkar, M., & Mitra, S. (2018). Validation of Hindi translated scales on grit, resilience and well-being. Journal of the Indian Academy of Applied Psychology, 44(1), 89–98.
Singh, R., Mahato, S., Singh, B., Bhushal, S., & Fomani, F. K. (2019). Psychometric properties of Adolescent Resilience Questionnaire among Nepalese adolescents in Lalitpur. Asian Journal of Psychiatry, 45, 13–17. https://doi.org/10.1016/j.ajp.2019.08.002.
Smith, B. W., Dalen, J., Wiggins, K., Tooley, E., Christopher, P., & Bernard, J. (2008). The brief resilience scale: Assessing the ability to bounce back. International Journal of Behavioral Medicine, 15(3), 194–200. https://doi.org/10.1080/10705500802222972.
Sullivan, G. M., & Feinn, R. (2012). Using effect size—Or why the P value is not enough. Journal of Graduate Medical Education, 4(3), 279–282. https://doi.org/10.4300/jgme-d-12-00156.1.
Sun, J., & Stewart, D. (2007). Age and gender effects on resilience in children and adolescents. International Journal of Mental Health Promotion, 9(4), 16–25. https://doi.org/10.1080/14623730.2007.9721845.
Tabachnick, B. G., & Fidell, L. S. (2007). Experimental Designs Using ANOVA. Thomson/Brooks/Cole. Retrieved December 15, 2020 from https://www.researchgate.net/profile/Barbara_Tabachnick/publication/259465542_Experimental_Designs_Using_ANOVA/links/5e6bb05f92851c6ba70085db/Experimental-Designs-Using-ANOVA.pdf.
Tennant, R., Hiller, L., Fishwick, R., Platt, S., Joseph, S., Weich, S., Parkinson, J., Secker, J., & Stewart-Brown, S. (2007). The Warwick–Edinburgh Mental Well-being Scale (WEMWBS): Development and UK validation. Health and Quality of Life Outcomes, 5(1), 63. https://doi.org/10.1186/1477-7525-5-63.
Terwee, C. B., Bot, S. D. M., de Boer, M. R., van der Windt, D. A. W. M., Knol, D. L., Dekker, J., Bouter, L. M., & de Vet, H. C. W. (2007). Quality criteria were proposed for measurement properties of health status questionnaires. Journal of Clinical Epidemiology, 60(1), 34–42. https://doi.org/10.1016/j.jclinepi.2006.03.012.
Ungar, M. (2014). Resilience and culture: The diversity of protective processes and positive adaptation. Youth Resilience and Culture. https://doi.org/10.1007/978-94-017-9415-2_3.
Wagnild, G. (2009). A Review of the Resilience Scale. Journal of Nursing Measurement, 17(2), 105–113. https://doi.org/10.1891/1061-3749.17.2.105.
Werner, E. E. (1995). Resilience in development. Current Directions in Psychological Science, 4(3), 81–84. https://doi.org/10.1111/1467-8721.ep10772327.
Windle, G., Bennett, K. M., & Noyes, J. (2011). A methodological review of resilience measurement scales. Health and Quality of Life Outcomes, 9(1), 8. https://doi.org/10.1186/1477-7525-9-8.
World Health Organization: WHO. (2019, October 23). Adolescent mental health. World Health Organization. Retrieved December 15, 2020 from https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health.
Zuill, Z. D. (2016). The relationship between resilience and academic success among Bermuda foster care adolescents. Retrieved December 15, 2020 from http://scholarworks.waldenu.edu/cgi/viewcontent.cgi?article=3287&context=dissertations.
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This research was part of a project that was founded by the Indian Council of Social Science Research (ICSSR). All the authors would like to thank the ICSSR for funding this project, and all the schools and their students for their research participation. The second author is a UGC-SRF and would like to thank the UGC for sponsoring her doctoral fellowship.
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This work was supported by the Indian Council of Social Science Research (ICSSR) [Grant number: RP03106].
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KS conceptualized the study and collected the data. All the authors were involved in the analysis and writing of the manuscript. They all read and approved the final manuscript.
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Singh, K., Bandyopadhyay, S. & Tyagi, K. The Brief 35-Item ARQ: Validation of the Adolescent Resilience Questionnaire in India. Psychol Stud 67, 99–109 (2022). https://doi.org/10.1007/s12646-022-00643-0
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DOI: https://doi.org/10.1007/s12646-022-00643-0