Abstract
The issue of adverse childhood experiences (ACEs) poses a significant global problem for welfare and health interventions. The link between ACEs and well-being underscores the importance of addressing this problem through research and policy development. While there is a growing body of research on ACEs, insufficient attention is paid to their influences on migrants. The present study examined the interrelationship between ACEs, resilience, and subjective well-being among 470 international migrants in China through a cross-sectional web-based design. Using structural equation modeling (SEM), the study draws on the revised inventory of ACEs, the Brief Resilience Scale (BRS), and the combined scales of subjective health, subjective happiness, and psychological health to measure subjective well-being. Based on the findings, migrants’ ACEs were negatively associated with subjective well-being (β= -0.44; p < 0.001). In addition, a positive association was also found between ACEs and resilience (β = 0.12; p < 0.05), however, a negative association was found between resilience and subjective well-being (β=-0.21; p < 0.001). ACEs of the migrants are associated with subjective well-being via resilience but with a significant trade-off in subjective well-being i.e., a dampening effect (β=-0.024 (SE = 0.008, CI = [-0.034, -0.004], p < 0.05). The findings of the study suggest that ACEs negatively influenced the subjective well-being of both males and females. However, the association between ACEs and resilience was significant only among female migrants. Interventions promoting well-being should seek a positive family environment to eradicate the transmission of adversities across the life course and provide population-specific and trauma-buffering resources such as cultural adaptation, social inclusion, and mental health support for at-risk migrant populations.
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The data used in this study will be made available upon request from the corresponding author.
References
Aburn, G., Gott, M., & Hoare, K. (2016). What is resilience? An integrative review of the empirical literature. Journal of Advanced Nursing, 72(5), 980–1000. https://doi.org/10.1111/jan.12888.
Adedeji, A. (2019). Accessing sub-saharan african migrant group for public health interventions, promotion, and research: The 5-wave-approach. Comparative Migration Studies, 7(1), https://doi.org/10.1186/s40878-019-0134-6.
Adedeji, A., Olawa, B. D., Hanft-Robert, S., Olonisakin, T. T., Akintunde, T. Y., Buchcik, J., & Boehnke, K. (2023). Examining the Pathways from General Trust through Social Connectedness to subjective wellbeing. Applied Research in Quality of Life. https://doi.org/10.1007/s11482-023-10201-z.
Alink, L. R. A., Euser, S., Ijzendoorn, M. H., Van, & Bakermans-kranenburg, M. J. (2013). Evidence from three sources. International Journal of Psychology, 48(2), 117–127.
Atkinson, P. A., Martin, C. R., & Rankin, J. (2009). Resilience revisited. Journal of Psychiatric and Mental Health Nursing, 16(2), 137–145. https://doi.org/10.1111/j.1365-2850.2008.01341.x.
Baglivio, M. T., Wolff, K. T., Piquero, A. R., & Epps, N. (2015). The relationship between adverse childhood experiences (ACE) and Juvenile Offending Trajectories in a Juvenile Offender Sample. Journal of Criminal Justice, 43(3), 229–241. https://doi.org/10.1016/j.jcrimjus.2015.04.012.
Bajaj, B., & Pande, N. (2016). Mediating role of resilience in the impact of mindfulness on life satisfaction and affect as indices of subjective well-being. Personality and Individual Differences, 93, 63–67. https://doi.org/10.1016/j.paid.2015.09.005.
Barnum, E. L., & Perrone-McGovern, K. M. (2017). Attachment, Self-Esteem and Subjective Well-Being among survivors of childhood sexual trauma. Journal of Mental Health Counseling, 39(1), 39–55. https://doi.org/10.17744/MEHC.39.1.04.
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238. https://doi.org/10.1037/0033-2909.107.2.238.
Bentler, P. M., Chou, C. P., Jackson, D. L., Forero, C. G., Maydeu-, Olivares, A., Gallardo-, Pujol, D., Hancock, G. R., French, B. R., Hu, L., & Bentler, T. (1987). Minimum sample size recommendations. Structural Equation Modeling: A Multidisciplinary Journal Sociological Methods and Research Structural Equation Modeling Structural Equation Modeling Structural Equation Modeling.
Bolier, L., Haverman, M., Westerhof, G. J., Riper, H., Smit, F., & Bohlmeijer, E. (2013). Positive psychology interventions: A meta-analysis of randomized controlled studies. Bmc Public Health, 13(1), https://doi.org/10.1186/1471-2458-13-119.
Bomysoad, R. N., & Francis, L. A. (2020). Adverse childhood experiences and Mental Health Conditions among adolescents. Journal of Adolescent Health, 67(6), 868–870. https://doi.org/10.1016/j.jadohealth.2020.04.013.
Bradshaw, J., Crous, G., Rees, G., & Turner, N. (2017). Comparing children’s experiences of schools-based bullying across countries. Children and Youth Services Review, 80, 171–180. https://doi.org/10.1016/J.CHILDYOUTH.2017.06.060.
Briggs, E. C., Amaya-Jackson, L., Putnam, K. T., & Putnam, F. W. (2021). All adverse childhood experiences are not equal: The contribution of synergy to adverse childhood experience scores. American Psychologist, 76(2), 243–252. https://doi.org/10.1037/amp0000768.
Bryceson, D. F. (2019). Transnational families negotiating migration and care life cycles across nation-state borders. Journal of Ethnic and Migration Studies, 45(16), 3042–3064. https://doi.org/10.1080/1369183X.2018.1547017.
Burton-Jeangros, C., & Blane, S. (2015). &. A Life Course Perspective on Health Trajectories and Transitions. Life Course Research and Social Policies Volume 4
Campbell-Sills, L., Forde, D. R., & Stein, M. B. (2009). Demographic and childhood environmental predictors of resilience in a community sample. Journal of Psychiatric Research, 43(12), 1007–1012. https://doi.org/10.1016/j.jpsychires.2009.01.013.
CDC (2020). Adverse Childhood Experiences (ACEs).
CDC (2021). Adverse Childhood Experiences (ACEs). Preventing early trauma to improve adult health
CDC (2019). Preventing Adverse Childhood Experiences (ACEs): Leveraging the Best Available Evidence. 1–40.
Chapman, D. P., Whitfield, C. L., Felitti, V. J., Dube, S. R., Edwards, V. J., & Anda, R. F. (2004). Adverse childhood experiences and the risk of depressive disorders in adulthood. Journal of Affective Disorders, 82(2), 217–225. https://doi.org/10.1016/j.jad.2003.12.013.
Chen, L. H., Chen, M. Y., & Tsai, Y. M. (2012). Does gratitude always work? Ambivalence over emotional expression inhibits the beneficial effect of gratitude on well-being. International Journal of Psychology, 47(5), 381–392. https://doi.org/10.1080/00207594.2011.632009.
Chen, Y., Huang, C. C., Yang, M., & Wang, J. (2022). Relationship between adverse childhood experiences and resilience in College students in China. Journal of Family Violence, 0123456789, https://doi.org/10.1007/s10896-022-00388-4.
Christiansen, C. (2000). Identity, personal projects and happiness: Self construction in everyday action. Journal of Occupational Science, 7(3), 98–107. https://doi.org/10.1080/14427591.2000.9686472.
Cislaghi, B., & Cislaghi, C. (2019). Self-rated health as a valid indicator for health-equity analyses: Evidence from the italian health interview survey. Bmc Public Health, 19(1), 1–13. https://doi.org/10.1186/s12889-019-6839-5.
Crandall, A. A., Broadbent, E., Stanfill, M., Magnusson, B. M., Novilla, M. L. B., Hanson, C. L., & Barnes, M. D. (2020). The influence of adverse and advantageous childhood experiences during adolescence on young adult health. Child Abuse and Neglect, 108(July), https://doi.org/10.1016/j.chiabu.2020.104644.
Cummins, R. A., Li, N., Wooden, M., & Stokes, M. (2014). A demonstration of set-points for subjective wellbeing. Journal of Happiness Studies, 15(1), 183–206. https://doi.org/10.1007/s10902-013-9444-9.
D’Abreu, A., Castro-Olivo, S., & Ura, S. K. (2019). Understanding the role of acculturative stress on refugee youth mental health: A systematic review and ecological approach to assessment and intervention. School Psychology International, 40(2), 107–127. https://doi.org/10.1177/0143034318822688.
Daines, C. L., Hansen, D., Novilla, M. L. B., & Crandall, A. A. (2021). Effects of positive and negative childhood experiences on adult family health. Bmc Public Health, 21(1), 1–8. https://doi.org/10.1186/s12889-021-10732-w.
Daniels, A. D., & Bryan, J. (2021). Resilience despite Complex Trauma: Family Environment and Family Cohesion as protective factors. Family Journal, 29(3), 336–345. https://doi.org/10.1177/10664807211000719.
Deci, A. E. L., & Ryan, R. M. (2011). Handbook of Theories of Social Psychology (Vol. 1). https://sk-sagepub-com.myaccess.library.utoronto.ca/reference/hdbk_socialpsychtheories2/n30.xml.
Dierkhising, C. B., Ford, J. D., Branson, C., Grasso, D. J., & Lee, R. (2019). Developmental timing of polyvictimization: Continuity, change, and association with adverse outcomes in adolescence. Child Abuse and Neglect, 87(May 2017), 40–50. https://doi.org/10.1016/j.chiabu.2018.07.022.
Ding, J., Salinas-Jiménez, J., & Salinas-Jiménez, M. (2021). del M. The Impact of Income Inequality on Subjective Well-Being: The Case of China. Journal of Happiness Studies, 22(2), 845–866. https://doi.org/10.1007/s10902-020-00254-4.
Dube, S. R., Anda, R. F., Felitti, V. J., Chapman, D. P., Williamson, D. F., & Giles, W. H. (2001). Childhood abuse, household dysfunction, and the risk of attempted suicide throughout the life span: Findings from the adverse childhood experiences study. Jama, 286(24), 3089–3096. https://doi.org/10.1001/jama.286.24.3089.
Edwards, R., Gillies, V., & White, S. (2019). Introduction: Adverse childhood experiences (ACES)-Implications and Challenges. Social Policy and Society, 18(3), 411–414. https://doi.org/10.1017/S1474746419000137.
Elder, G. H. (1994). Time, Human Agency, and Social Change : Perspectives on the Life Course. American Sociological Association, 57(1), 4–15. https://www.jstor.org/stable/2786971.
Elder, G. H. (1998). The life course as developmental theory. Child Development, 69(1), 1–12. http://www.ncbi.nlm.nih.gov/pubmed/9499552.
Elder, G. H., & Shanahan, M. J. (2007). The Life Course and Human Development. Handbook of Child Psychology. https://doi.org/10.1002/9780470147658.chpsy0112.
Elmore, A. L., Crouch, E., & Kabir Chowdhury, M. A. (2020). The Interaction of adverse childhood experiences and resiliency on the outcome of Depression among Children and Youth, 8–17 year olds. Child Abuse and Neglect, 107(June), 104616. https://doi.org/10.1016/j.chiabu.2020.104616.
Felitti, V. J., Anda, R. F., Nordenberg, D., Williamson, D. F., Spitz, A. M., Edwards, V., Koss, M. P., & Marks, J. S. (1998). Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults: The adverse childhood experiences (ACE) study. American Journal of Preventive Medicine, 14(4), 245–258. https://doi.org/10.1016/S0749-3797(98)00017-8.
Findlay, A., McCollum, D., Coulter, R., & Gayle, V. (2015). New mobilities across the life course: A framework for analysing demographically linked drivers of migration. Population Space and Place, 21(4), 390–402. https://doi.org/10.1002/psp.1956.
Finkelhor, D., Shattuck, A., Turner, H., & Hamby, S. (2015). A revised inventory of adverse childhood experiences. Child Abuse and Neglect, 48, 13–21. https://doi.org/10.1016/j.chiabu.2015.07.011.
Fletcher, D., & Sarkar, M. (2013). Psychological resilience: A review and critique of definitions, concepts, and theory. European Psychologist, 18(1), 12–23. https://doi.org/10.1027/1016-9040/a000124.
Haddock, C. K., Poston, W. S. C., Pyle, S. A., Klesges, R. C., Weg, V., Peterson, M. W., A., & Debon, M. (2006). The validity of self-rated health as a measure of health status among young military personnel: Evidence from a cross-sectional survey. Health and Quality of Life Outcomes, 4, 1–9. https://doi.org/10.1186/1477-7525-4-57.
Hajdu, G., & Hajdu, T. (2016). The impact of culture on Well-Being: Evidence from a natural experiment. Journal of Happiness Studies, 17(3), 1089–1110. https://doi.org/10.1007/s10902-015-9633-9.
Hampton-Anderson, J. N., Carter, S., Fani, N., Gillespie, C. F., Henry, T. L., Holmes, E., Lamis, D. A., LoParo, D., Maples-Keller, J. L., Powers, A., Sonu, S., & Kaslow, N. J. (2021). Adverse childhood experiences in African Americans: Framework, practice, and policy. The American Psychologist, 76(2), 314–325. https://doi.org/10.1037/amp0000767.
Harper, A., Power, M., Orley, J., Herrman, H., Schofield, H., Murphy, B., Metelko, Z., Szabo, S., Pibernik-Okanovic, M., Quemada, N., Caria, A., Rajkumar, S., Kumar, S., Saxena, S., Chandiramani, K., Amir, M., Bar-On, D., Tazaki, M., Noji, A., & Sartorius, N. (1998). Development of the World Health Organization WHOQOL-BREF Quality of Life Assessment. Psychological Medicine, 28(3), 551–558. https://doi.org/10.1017/S0033291798006667.
Herrman, H., Stewart, D. E., Diaz-Granados, N., Berger, E. L., Jackson, B., & Yuen, T. (2011). What is resilience? Canadian Journal of Psychiatry, 56(5), 258–265. https://doi.org/10.1177/070674371105600504.
Hu, L., & Bentler, P. (1999). Cutoff criteria for fit indexes in Covariance structure analysis: Conventional criteria Versus New Alternatives. SEM, 6(1), 1–55.
Hughes, K., Bellis, M. A., Hardcastle, K. A., Sethi, D., Butchart, A., Mikton, C., Jones, L., & Dunne, M. P. (2017). The effect of multiple adverse childhood experiences on health: A systematic review and meta-analysis. The Lancet Public Health, 2(8), e356–e366. https://doi.org/10.1016/S2468-2667(17)30118-4.
Hutchison, E. D. (2011). Encyclopedia of Adolescence. In Encyclopedia of Adolescence (Issue 2007). https://doi.org/10.1007/978-1-4419-1695-2.
IOM (2020). China. https://www.iom.int/countries/china.
Jones, M. S., Pierce, H., & Shafer, K. (2022). Gender differences in early adverse childhood experiences and youth psychological distress. Journal of Criminal Justice, 83(April), 101925. https://doi.org/10.1016/j.jcrimjus.2022.101925.
Kotera, Y., & Rhodes, C. (2019). Pathways to sex addiction: Relationships with adverse childhood experience, attachment, Narcissism, Self-Compassion and Motivation in a gender-balanced sample. Sexual Addiction and Compulsivity, 26(1–2), 54–76. https://doi.org/10.1080/10720162.2019.1615585.
Kremer, P., Ulibarri, M., Ferraiolo, N., Pinedo, M., Vargas-Ojeda, A. C., Burgos, J. L., & Ojeda, V. D. (2018). Association of adverse childhood experiences with depression in latino migrants residing in Tijuana, Mexico. The Permanente Journal, 23, 18–031. https://doi.org/10.7812/TPP/18-031.
Lensch, T., Clements-Nolle, K., Oman, R. F., Evans, W. P., Lu, M., & Yang, W. (2021). Adverse childhood experiences and co-occurring psychological distress and substance abuse among juvenile offenders: The role of protective factors. Public Health, 194, 42–47. https://doi.org/10.1016/j.puhe.2021.02.014.
Lewis, M., & Rudolph, K. D. (2014). Handbook of Developmental Psychopathology (Third). Springer. https://doi.org/10.1007/978-1-4614-9608-3.
Lindberg, K., & Swearingen, T. (2020). A reflective thrive-oriented community resilience scale. American Journal of Community Psychology, 65(3–4), 467–478. https://doi.org/10.1002/ajcp.12416.
Lyubomirsky Sonja, & Heidi, L. (1999). A measure of subjective happiness: Preliminary reliability and construct validation. Social Indicators Research, 46, 137–155.
Macmillan, R. (2005). The structure of the Life Course: Classic Issues and current controversies. Advances in Life Course Research, 9(04), 3–24. https://doi.org/10.1016/S1040-2608(04)09001-X.
Mayer, K. U. (2009). New directions in life course research. Annual Review of Sociology, 35, 413–433. https://doi.org/10.1146/annurev.soc.34.040507.134619.
MigrationPolicyInstitute (2022). China’s Rapid Development Has Transformed Its Migration Trends.
Montag, C., Becker, B., & Gan, C. (2018). The multipurpose application WeChat: A review on recent research. Frontiers in Psychology, 9(DEC), 1–8. https://doi.org/10.3389/fpsyg.2018.02247.
Montirosso, R., Mascheroni, E., Guida, E., Piazza, C., Sali, M. E., Molteni, M., & Reni, G. (2021). Stress symptoms and resilience factors in children with neurodevelopmental disabilities and their parents during the COVID-19 pandemic. Health Psychology, 40(7), 428–438. https://doi.org/10.1037/hea0000966.
Morgan, C. A., Chang, Y. H., Choy, O., Tsai, M. C., & Hsieh, S. (2022). Adverse childhood experiences are Associated with reduced psychological resilience in Youth: A systematic review and Meta-analysis. Children, 9(1), https://doi.org/10.3390/children9010027.
Ni, S., Chui, C. H. K., Ji, X., Jordan, L., & Chan, C. L. W. (2016). Subjective well-being amongst migrant children in China: Unravelling the roles of social support and identity integration. Child: Care Health and Development, 42(5), 750–758. https://doi.org/10.1111/cch.12370.
Pang, H. (2021). How compulsive WeChat use and information overload affect social media fatigue and well-being during the COVID-19 pandemic? A stressor-strain-outcome perspective. Telematics and Informatics, 64(July), 101690. https://doi.org/10.1016/j.tele.2021.101690.
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891. https://doi.org/10.3758/BRM.40.3.879.
Qi, X., Zhang, W., Wang, K., Pei, Y., & Wu, B. (2022). Social isolation and psychological well-being among older chinese Americans: Does resilience mediate the association? International Journal of Geriatric Psychiatry, 37(8), https://doi.org/10.1002/gps.5791.
Quinodoz, J. M. (2004). On: Chaotic possibilities: Toward a new model of development. The International Journal of Psycho-Analysis, 85(Pt 4), https://doi.org/10.1516/vu40-j906-tx68-vtjh. 1009–1010; author reply 1010.
Rutter, M. (1993). Resilience: Some Conceptual. Journal of Adolescent Health, 14(October 1992), 626–631.
Satici, S. A., Kayis, A. R., Satici, B., Griffiths, M. D., & Can, G. (2020). Resilience, Hope, and Subjective Happiness Among the Turkish Population: Fear of COVID-19 as a Mediator. Adicto a la salud de Int J Ment. [revista en Internet] 2020 [acceso 10 de octubre de 2021]; 3: 1–16. International Journal of Mental Health and Addiction, 2019.
See Yang, M., & Hedeker, D. (2019). A life-span approach to examining older vulnerable population’s subjective well-being: The role of adversity and trauma. Mental Health, 24, 2043–2052. https://doi.org/10.1080/13607863.2019.1652245.
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.
Souri, H., & Hasanirad, T. (2011). Relationship between resilience, optimism and psychological well-being in students of medicine. Procedia - Social and Behavioral Sciences, 30, 1541–1544. https://doi.org/10.1016/j.sbspro.2011.10.299.
Tarsha, M. S., & Narvaez, D. (2022). Effects of adverse childhood experience on physiological regulation are moderated by evolved developmental niche history. ANXIETY STRESS AND COPING, 35(4), 488–500. https://doi.org/10.1080/10615806.2021.1989419.
Tomyn, A. J., & Weinberg, M. K. (2018). Resilience and subjective wellbeing: A psychometric evaluation in young australian adults. Australian Psychologist, 53(1), 68–76. https://doi.org/10.1111/ap.12251.
Walker, B. H., Brown, D. C., Walker, C. S., Stubbs-Richardson, M., Oliveros, A. D., & Buttross, S. (2022). Childhood adversity associated with poorer health: Evidence from the U.S. National Survey of Children’s Health. Child Abuse and Neglect, 134(January), 105871. https://doi.org/10.1016/j.chiabu.2022.105871.
Wingens, M., Windzio, M., de Valk, H., & Aybek, C. (2011). A Life-Course Perspective on Migration and Integration. SPRINGER. https://doi.org/10.1007/978-94-007-1545-5.
World Health Organization Quality of Life Assessment (WHOQOL). (1998). Development and general psychometric properties. Social Science and Medicine, 46(12), 1569–1585. https://doi.org/10.1016/S0277-9536(98)00009-4.
Wu, Q., Cao, H., Lin, X., Zhou, N., & Chi, P. (2022). Child maltreatment and subjective well-being in chinese emerging adults: A process Model Involving Self-esteem and self-compassion. Journal of Interpersonal Violence, 37(15–16), NP13685–NP13706. https://doi.org/10.1177/0886260521993924/ASSET/IMAGES/LARGE/10.1177_0886260521993924-FIG1.JPEG.
Yeager, D. S., & Dweck, C. S. (2012). Mindsets that promote resilience: When students believe that personal characteristics can be developed. Educational Psychologist, 47(4), 302–314. https://doi.org/10.1080/00461520.2012.722805.
Yeung, W. P. W., & Bellehumeur, C. R. (2021). Acculturation stress and resilience among immigrant families. Fostering Resilience before, during, and after Experiences of Trauma. Taylor & Francis Ltd. https://doi.org/10.4324/9781003150855.
Yu, M., Huang, L., Mao, J., DNA, G., & Luo, S. (2022). Childhood Maltreatment, Automatic negative thoughts, and Resilience: The protective roles of culture and genes. Journal of Interpersonal Violence, 37(1–2), 349–370. https://doi.org/10.1177/0886260520912582.
Zhang, Y., Li, X., & Hamari, J. (2020). How does mobility affect social media advertising effectiveness? A study in WeChat. Industrial Management and Data Systems, 120(11), 2081–2101. https://doi.org/10.1108/IMDS-05-2020-0268.
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Tosin Yinka Akintunde: Conceptualization, Methodology, Validation, Formal analysis and Software, Data Collection, Data curation, Writing —Original draft, Writing —Review & Editing, Visualization, Supervision. Stanley Oloji Isangha: Validation, Writing —Original draft, Writing —Review & Editing. Anthony Obinna Iwuagwu: Writing —Original draft, Writing —Review & Editing. Adedeji Adekunle: Writing —Original draft, Writing —Review & Editing.
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Akintunde, T.Y., Isangha, S.O., Iwuagwu, A.O. et al. Adverse Childhood Experiences and Subjective Well-Being of Migrants: Exploring the Role of Resilience and Gender Differences. Glob Soc Welf (2023). https://doi.org/10.1007/s40609-023-00310-w
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DOI: https://doi.org/10.1007/s40609-023-00310-w