Abstract
Our study provides nationally-generalizable evidence on the racial/ethnic and socioeconomic disparities in diagnosis and recovery from childhood behavioral or conduct problems. We pooled data from 4 years (2016–2019) of the National Survey of Children's Health (NSCH) for 3 to 17 years old US children (N = 114,476). We performed several logistic regression models using complex survey data analysis statistical methodologies to estimate nationally representative and generalizable results in the Stata MP 16 program. About 20.1% of 3–17 years old US children previously diagnosed with behavioral or conduct problems no longer had the current diagnosis (were recovered). Hispanic children [Odds ratio (OR) 0.77, 95% Confidence Interval (CI) 0.65–0-95], immigrant children or children of immigrant parents (first or second generation immigrant children), and children from high-income families [200–399% Federal Poverty Level (FPL)] were about 23%, 38%, and 21% less likely than non-Hispanic White children, children of US native parents, and children with a family income of below 100% FPL to be currently diagnosed with behavioral or conduct problems, respectively. Conversely, Non-Hispanic Black and Hispanic children were about 50% and 40% more likely than non-Hispanic White children to recover from a past diagnosis. Moreover, children from higher-income families (at or above 300% of FPL) were between 1.59 to 1.79 times more likely than those from low-income families (below 100% FPL) to recover from a past diagnosis. Racial/ethnic and socioeconomic disparities in diagnosing appear to persist in recovering from behavioral or conduct problems.
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Data Availability
We have merged five years of data. Separate yearly NSCH data can be accessed through multiple resources, including the United States Census Bureau at: https://www.census.gov/programs-surveys/nsch.html
Abbreviations
- ACE:
-
Adverse childhood experiences
- AHRF:
-
Area Health Resources Files
- FPL:
-
Federal Poverty Level
- HRSA:
-
Health Resources and Services Administration
- IRB:
-
Institutional Review Board
- MCHB:
-
Maternal and Child Health Bureau
- NHIS:
-
National Health Interview Survey
- NSCH:
-
National Survey of Children's Health
References
Ghandour RM, Sherman LJ, Vladutiu CJ, et al. Prevalence and treatment of depression, anxiety, and conduct problems in US children. J Pediatr. 2019;206:256-67.e3.
Nock MK, Kazdin AE, Hiripi EVA, et al. Prevalence, subtypes, and correlates of DSM-IV conduct disorder in the National Comorbidity Survey Replication. Psychol Med. 2006;36(5):699–710. https://doi.org/10.1017/S0033291706007082.
Guo L, Wang W, Wang T, et al. Association of emotional and behavioral problems with single and multiple suicide attempts among Chinese adolescents: modulated by academic performance. J Affect Disord. 2019;258:25–32. https://doi.org/10.1016/j.jad.2019.07.085.
Samek DR, Hicks BM. Externalizing disorders and environmental risk: mechanisms of gene-environment interplay and strategies for intervention. Clin Pract (Lond). 2014;11(5):537–47. https://doi.org/10.2217/CPR.14.47.
Herrenkohl TI, Kosterman R, Mason WA, et al. Effects of childhood conduct problems and family adversity on health, health behaviors, and service use in early adulthood: tests of developmental pathways involving adolescent risk taking and depression. Dev Psychopathol. 2010;22(3):655–65. https://doi.org/10.1017/s0954579410000349.
Foster EM, Jones DE. The high costs of aggression: public expenditures resulting from conduct disorder. Am J Public Health. 2005;95(10):1767–72. https://doi.org/10.2105/ajph.2004.061424.
Meltzer H, Ford T, Goodman R, et al. The burden of caring for children with emotional or conduct disorders. Int J Family Med. 2011;2011:801203. https://doi.org/10.1155/2011/801203.
Bronfenbrenner U. Ecological systems theory. London: Jessica Kingsley Publishers; 1992.
Marmot M, Friel S, Bell R, et al. Closing the gap in a generation: health equity through action on the social determinants of health. Lancet. 2008;372(9650):1661–9.
Link BG, Phelan J. Social conditions as fundamental causes of disease. J Health Soc Behav. 1995;35:80–94. https://doi.org/10.2307/2626958.
Riley AR. Advancing the study of health inequality: fundamental causes as systems of exposure. SSM Popul Health. 2020;10:100555. https://doi.org/10.1016/j.ssmph.2020.100555.
The United States Census Bureau,National Survey of Children’s Health: 2018 National Survey of Children’s Health Frequently Asked Questions. https://mchb.hrsa.gov/data/national-surveys/data-user (2019). Accessed 2019.
Ghandour RMJ, Jessica R, Lebrun-Harris A, et al. The design and implementation of the 2016 National Survey of Children’s Health. Matern Child Health J. 2018;22(8):1093–102. https://doi.org/10.1007/s10995-018-2526-x.
Wertz J, Agnew-Blais J, Caspi A, et al. From childhood conduct problems to poor functioning at age 18 years: examining explanations in a longitudinal cohort study. J Am Acad Child Adolesc Psychiatry. 2018;57(1):54-60.e4. https://doi.org/10.1016/j.jaac.2017.09.437.
Khanijahani A, Sualp K. Adverse childhood experiences, neighborhood support, and internalizing and externalizing mental disorders among 6–17 years old US children: evidence from a population-based study. Community Ment Health J. 2022;58(1):166–78. https://doi.org/10.1007/s10597-021-00808-7.
Mulvaney-Day NE, Alegría M, Sribney W. Social cohesion, social support, and health among Latinos in the United States. Soc Sci Med. 2007;64(2):477–95. https://doi.org/10.1016/j.socscimed.2006.08.030.
Bamford J, Klabbers G, Curran E, et al. Social capital and mental health among black and minority ethnic groups in the UK. J Immigr Minor Health. 2020. https://doi.org/10.1007/s10903-020-01043-0.
Manduca R. Income inequality and the persistence of racial economic disparities. Sociol Sci. 2018;5:182.
Kataoka SH, Zhang L, Wells KB. Unmet need for mental health care among U.S. children: variation by ethnicity and insurance status. Am J Psychiatry. 2002;159(9):1548–55. https://doi.org/10.1176/appi.ajp.159.9.1548.
Bianchi SM. The changing demographic and socioeconomic characteristics of single parent families. Marriage Fam Rev. 1994;20(1–2):71–97. https://doi.org/10.1300/J002v20n01_04.
Blackwell DL. Family structure and children’s health in the United States: findings from the National Health Interview Survey, 2001–2007. Vital Health Stat. 2010;246:1–166.
Williams HA. A comparison of social support and social networks of black parents and white parents with chronically ill children. Soc Sci Med. 1993;37(12):1509–20. https://doi.org/10.1016/0277-9536(93)90185-7.
Crouch E, Probst JC, Radcliff E, et al. Prevalence of adverse childhood experiences (ACEs) among US children. Child Abuse Negl. 2019;92:209–18. https://doi.org/10.1016/j.chiabu.2019.04.010.
Choi JK, Wang D, Jackson AP. Adverse experiences in early childhood and their longitudinal impact on later behavioral problems of children living in poverty. Child Abuse Negl. 2019;98:104181. https://doi.org/10.1016/j.chiabu.2019.104181.
Yang JC, Roman-Urrestarazu A, McKee M, Brayne C. Demographic, socioeconomic, and health correlates of unmet need for mental health treatment in the United States, 2002–16: evidence from the national surveys on drug use and health. Int J Equity Health. 2019;18(1):122. https://doi.org/10.1186/s12939-019-1026-y.
Kivumbi A, Byansi W, Damulira C, et al. Prevalence of behavioral disorders and attention deficit/hyperactive disorder among school going children in Southwestern Uganda. BMC Psychiatry. 2019;19(1):105. https://doi.org/10.1186/s12888-019-2069-8.
Roberts T, Esponda GM, Krupchanka D, et al. Factors associated with health service utilisation for common mental disorders: a systematic review. BMC Psychiatry. 2018;18(1):262. https://doi.org/10.1186/s12888-018-1837-1.
Bonabi H, Müller M, Ajdacic-Gross V, et al. Mental health literacy, attitudes to help seeking, and perceived need as predictors of mental health service use: a longitudinal study. J Nerv Ment Dis. 2016;204(4):321–4. https://doi.org/10.1097/nmd.0000000000000488.
Bethell C, Gombojav N, Solloway M, et al. Adverse childhood experiences, resilience and mindfulness-based approaches: common denominator issues for children with emotional, mental, or behavioral problems. Child Adolesc Psychiatr Clin N Am. 2016;25(2):139–56. https://doi.org/10.1016/j.chc.2015.12.001.
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AK conceptualized and designed the study; acquired and analyzed the data; interpreted the results; outlined, drafted, wrote, revised, and approved the manuscript. LT interpreted the results; drafted, wrote, revised, and approved the manuscript.
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We have used the publicly available version of the National Survey of Children's Health (NSCH) data in this study. The protocol was reviewed and deemed exempt by the Institutional Review Board (IRB) at the first author's institution.
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Khanijahani, A., Tomassoni, L. Socioeconomic and Racial/Ethnic Disparities in Recovery from Childhood Behavioral or Conduct Problems: Evidence from a Nationally Representative Sample of 3–17 Years Old US Children. J Immigrant Minority Health 25, 744–754 (2023). https://doi.org/10.1007/s10903-022-01444-3
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DOI: https://doi.org/10.1007/s10903-022-01444-3