Behavior problems in adolescence and subsequent mental health in early adulthood: results from the World Trade Center Health Registry Cohort
Open accessAbstract
Background The present study examined the association between 9/11-related adolescent behavioral problems on mental health outcomes in early adulthood. Methods Data from enrollees of the World Trade Center Health Registry, who completed at least one adolescent (2006-2007 or 2011-2012) and adult survey (2011-2012 or 2015-2016), were analyzed. Adolescent behavioral difficulties were assessed using the adolescent-reported Strengths and Difficulties Questionnaire (SDQ). Adult mental health outcomes included binge drinking, smoking status history, 9/11-related post-traumatic stress disorder (PTSD), depression, and the self-reported number of physician mental health diagnoses. Multivariable regression was used to estimate associations of SDQ scores with mental health outcomes. Results Of the 297 enrollees, 16.8% (n = 50) had abnormal/borderline SDQ scores as an adolescent. Binge drinking was not associated with adolescent SDQ scores. Enrollees with abnormal/borderline SDQ scores as an adolescent were more likely to be a consistent smoker (odds ratio (OR): 5.6, 95% confidence interval (CI): 1.2-25.2), have probable PTSD (OR: 3.5, 95% CI: 1.3-9.8), depression (OR: 6.2, 95% CI: 2.7-13.9), and to have two or more self-reported physician-diagnosed mental health conditions as an adult (OR 5.6, 95% CI: 2.0-12.5). Conclusions The findings of this study underscore the need to intervene early with children exposed to traumatic events so as to avert later adolescent and adult problem behaviors.
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Mental health issues in adolescence often persist into adulthood where they can lead to lifelong distress, impairment and disadvantage.
“Mental health issues at this stage often persist into adulthood where they can lead to lifelong distress, impairment and disadvantage (Fergusson et al., 2007; Gargano et al., 2018; Johnson et al., 2009).”
From A counterfactual and random intercept cross‐lagged panel analysis of the effects of reading frequency on adolescent mental health in a large longitudinal study (2026) · cites this paper as Gargano et al., 2018
The Introduction reports associations between adolescent behavioral problems and anxiety or depression in adulthood, and says mental health problems in emerging adulthood can disrupt education, employment, and relationships. However, the study concerns a particular trauma-exposed cohort, does not establish that adolescent problems cause adult outcomes, and does not assess lifelong distress or adult functioning (Discussion; Limitations). (LLM, conf=0.86)
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Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
Psychometric properties of the PTSD checklist (PCL)
Blanchard, E. B., Jones-Alexander, J., Buckley, T. C., & Forneris, C. A. (1996) · Behaviour Research and Therapy · doi:10.1016/0005-7967(96)00033-2 · Cited by 3,997 · see citing works
Kim-Cohen, J., Caspi, A., Moffitt, T. E., Harrington, H., Milne, B. J., & Poulton, R. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.7.709 · Cited by 2,025 · see citing works
Age at first alcohol use: a risk factor for the development of alcohol disorders
DeWit, D. J., Adlaf, E. M., Offord, D. R., & Ogborne, A. C. (2000) · American Journal of Psychiatry · doi:10.1176/appi.ajp.157.5.745 · Cited by 1,187 · see citing works
Masten, A. S., Roisman, G. I., Long, J. D., Burt, K. B., Obradović, J., Riley, J. R., Boelcke-Stennes, K., & Tellegen, A. (2005) · Developmental Psychology · doi:10.1037/0012-1649.41.5.733 · Cited by 1,152 · see citing works
Female and male antisocial trajectories: From childhood origins to adult outcomes
Odgers, C. L., Moffitt, T. E., Broadbent, J. M., Dickson, N. P., Hancox, R. J., Harrington, H., Poulton, R., Sears, M. R., Thomson, W. M., & Caspi, A. (2008) · Development and Psychopathology · doi:10.1017/s0954579408000333 · Cited by 1,034 · see citing works
The Strengths and Difficulties Questionnaire: U.S. Normative Data and Psychometric Properties
Bourdon, K. H., Goodman, R., Rae, D. S., Simpson, G., & Koretz, D. S. (2005) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/01.chi.0000159157.57075.c8 · Cited by 536 · see citing works
Psychopathology Among New York City Public School Children 6 Months After September 11
Hoven, C. W., Duarte, C. S., Lucas, C. P., Wu, P., Mandell, D. J., Goodwin, R. D., Cohen, M. J., Balaban, V., Woodruff, B. A., Fan, B., et al. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.5.545 · Cited by 450 · see citing works
Chassin, L., Presson, C. C., Rose, J. S., & Sherman, S. J. (1996) · Health Psychology · doi:10.1037//0278-6133.15.6.478 · Cited by 443 · see citing works
Fergusson, D. M., Horwood, L. J., & Ridder, E. M. (2007) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2006.12.011 · Cited by 407 · see citing works
Developmental pathways in oppositional defiant disorder and conduct disorder.
Rowe, R., Costello, E. J., Angold, A. C., Copeland, W., & Maughan, B. (2010) · Journal of Abnormal Psychology · doi:10.1037/a0020798 · Cited by 388 · see citing works
No Safe Haven II: The Effects of Violence Exposure on Urban Youth
Schwab‐Stone, M., Chen, C., Greenberger, E., SILVER, D., Lichtman, J. H., & Voyce, C. K. (1999) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199904000-00007 · Cited by 369 · see citing works
The association of early adolescent problem behavior with adult psychopathology.
McGue, M., & Iacono, W. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.6.1118 · Cited by 333 · see citing works
Childhood and adolescent predictors of alcohol abuse and dependence in young adulthood.
Guo, J., Hawkins, J. D., Hill, K. G., & Abbott, R. D. (2001) · Journal of Studies on Alcohol · doi:10.15288/jsa.2001.62.754 · Cited by 263 · see citing works
Age at First Drink and Risk for Alcoholism
Prescott, C. A., & Kendler, K. S. (1999) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.1999.tb04029.x · Cited by 260 · see citing works
Community Violence and Youth: Affect, Behavior, Substance Use, and Academics
Cooley-Strickland, M., Quille, T. J., Griffin, R. S., Stuart, E. A., Bradshaw, C. P., & Furr-Holden, D. (2009) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-009-0051-6 · Cited by 236 · see citing works
Mrug, S., & Windle, M. T. (2010) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2010.02222.x · Cited by 235 · see citing works
Posttraumatic Stress Responses in Bereaved Children After the Oklahoma City Bombing
Pfefferbaum, B. J., Nixon, S. J., Tucker, P. M., Tivis, R. D., Moore, V. L., Gurwitch, R. H., Pynoos, R. S., & Geis, H. K. (1999) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199911000-00011 · Cited by 195 · see citing works
Adolescents' exposure to community and school violence: Prevalence and behavioral correlates
O’Keefe, M. (1997) · Journal of Adolescent Health · doi:10.1016/s1054-139x(97)80131-0 · Cited by 149 · see citing works
Pfefferbaum, B. J. (2002) · Journal of Heredity · doi:10.1093/jurban/79.3.354 · Cited by 121 · see citing works
Child to adult continuities of psychopathology: a 24‐year follow‐up
Reef, J., Diamantopoulou, S., van Meurs, I., Verhulst, F. C., & van der Ende, J. (2009) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2009.01422.x · Cited by 118 · see citing works
Lambert, S. F., Boyd, R. C., Cammack, N. L., & Ialongo, N. S. (2012) · American Journal of Orthopsychiatry · doi:10.1111/j.1939-0025.2011.01135.x · Cited by 103 · see citing works
Chemtob, C. M., Nomura, Y., Josephson, L., Adams, R. E., & Sederer, L. I. (2008) · Disasters · doi:10.1111/j.1467-7717.2008.01077.x · Cited by 99 · see citing works
Fergusson, D. M., Boden, J. M., & Horwood, L. J. (2009) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2009.02070.x · Cited by 60 · see citing works
Yoon, S., Steigerwald, S., Holmes, M. R., & Perzynski, A. T. (2016) · Journal of Traumatic Stress · doi:10.1002/jts.22063 · Cited by 44 · see citing works
Ferdinand, R. F., & Verhulst, F. C. (1994) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1994.tb01537.x · Cited by 44 · see citing works
Do Antisocial Females Exhibit Poor Outcomes in Adulthood? An Australian Cohort Study
Bor, W., McGee, T. R., Hayatbakhsh, M. R., Dean, A. J., & Najman, J. M. (2010) · Australian & New Zealand Journal of Psychiatry · doi:10.3109/00048671003631159 · Cited by 42 · see citing works
Thomas, P. A., Brackbill, R. M., Thalji, L., DiGrande, L., Campolucci, S. S., Thorpe, L. E., & Henning, K. J. (2008) · Environmental Health Perspectives · doi:10.1289/ehp.11205 · Cited by 42 · see citing works
Giannakopoulos, G., Tzavara, C. K., Dimitrakaki, C., Kolaitis, G. A., Rotsika, V., & Tountas, Y. (2010) · BMC Public Health · doi:10.1186/1471-2458-10-57 · Cited by 36 · see citing works
Substance Use in Adolescents 10 Years After the World Trade Center Attacks in New York City
Gargano, L. M., Welch, A. E., & Stellman, S. D. (2016) · Journal of Child & Adolescent Substance Abuse · doi:10.1080/1067828x.2016.1210551 · Cited by 14 · see citing works
Self-citationGargano, L. M., Dechen, T., Cone, J. E., Stellman, S. D., & Brackbill, R. M. (2017) · Journal of Urban Health · doi:10.1007/s11524-017-0143-4 · Cited by 12 · see citing works
Self-citationLiao, Y., Shonkoff, E. T., Barnett, E. Y., Wen, C. K. F., Miller, K. A., & Eddy, J. M. (2015) · Journal of Adolescence · doi:10.1016/j.adolescence.2015.07.011 · Cited by 11 · see citing works
Parent Physical and Mental Health Comorbidity and Adolescent Behavior
Gargano, L. M., Locke, S. H., & Brackbill, R. M. (2017) · International Journal of Emergency Mental Health and Human Resilience · doi:10.4172/1522-4821.1000358 · Cited by 10 · see citing works
Self-citation
Flagged first, then by citations
1 of the 34 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [1]Arnett JJ Emerging adulthood(s): The cultural psychology of a new life stage Jensen LA Bridging cultural and developmental approaches to psychology: New syntheses in theroy, research, and policy Oxford University Press New York, NY 2011 255 275
Cited by
Sorted by citations
Lee, J., Kim, S., & Kim, J. (2020) · Chonnam Medical Journal · doi:10.4068/cmj.2020.56.2.99 · Cited by 76 · see citing works
Marchetti, D., Fontanesi, L., Giandomenico, S. D., Mazza, C., Roma, P., & Verrocchio, M. C. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.567052 · Cited by 74 · see citing works
Triple Interactions Between the Environment, Brain, and Behavior in Children: An ABCD Study
Zhi, D., Jiang, R., Pearlson, G. D., Fu, Z., Qi, S., Yan, W., Feng, A., Xu, M., Calhoun, V. D., & Jing Sui (Beijing Normal University), my correct affiliation is beijing normal university, N. Q. U. O. S. A. T. (2023) · Biological Psychiatry · doi:10.1016/j.biopsych.2023.12.019 · Cited by 53 · see citing works
Depression in Youth Exposed to Disasters, Terrorism and Political Violence
Kar, N. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1061-9 · Cited by 44 · see citing works
Gindt, M., Fernandez, A., Zeghari, R., Ménard, M.-L., Nachon, O., Richez, A., Auby, P., Battista, M., & Askenazy-Gittard, F. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1010957 · Cited by 22 · see citing works
Garrey, S. K., Welch, A. E., Jacobson, M. H., Brackbill, R. M., & Gargano, L. M. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17155327 · Cited by 19 · see citing works
Self-citationTobacco use, trauma exposure and PTSD: a systematic review
Shevorykin, A., Hyland, B. M., Robles, D., Ji, M., Vantucci, D., Bensch, L., Thorner, H., Marion, M., Liskiewicz, A., Carl, E. M., et al. (2024) · Health Psychology Review · doi:10.1080/17437199.2024.2330896 · Cited by 12 · see citing works
Housing insecurity and adolescent behavioral outcomes: The mediating role of aggression in parenting
Marçal, K. E., Bosetti, R. L., & Barr, N. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106039 · Cited by 11 · see citing works
Fasihi, M., & Rostami, M. (2023) · Psychology in Russia State of Art · doi:10.11621/pir.2023.0404 · Cited by 9 · see citing works
Relationship between physical activity and behaviour challenges of adolescents in South Africa
Asare, K., Ntlantsana, V., Ranjit, K., Tomita, A. M., & Paruk, S. (2023) · South African Journal of Psychiatry · doi:10.4102/sajpsychiatry.v29i0.2124 · Cited by 4 · see citing works
Research on Psychological Scales Based on the Multitheory Fusion
Liu, G., Li, Y. C., Wang, Y., Liu, J. X., Sang, Y., Zhang, W., & Zhang, L. (2019) · Current Bioinformatics · doi:10.2174/1574893615666191227091641 · Cited by 4 · see citing works
Murray, A., Errington, P., Yang, Y., Wright, H., Mirman, D., Obsuth, I., Booth, T., Ribeaud, D., & Eisner, M. (2026) · JCPP Advances · doi:10.1002/jcv2.70075 · Cited by 4 · see citing works
The Long-Term Physical–Psychiatric Comorbidities Related to Childhood Exposure to 9/11 Trauma
Amsel, L., Cycowicz, Y. M., Rodriguez‐Moreno, D. V., Cheslack‐Postava, K., McReynolds, L. S., Musa, G. J., & Hoven, C. W. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21080988 · Cited by 3 · see citing works
Anderson, A. J., Henrich, C. C., & Mrug, S. (2024) · Prevention Science · doi:10.1007/s11121-024-01734-2 · Cited by 3 · see citing works
Translational Impacts of World Trade Center Health Program Research: A Mixed Methods Study
Concannon, T. W., Faherty, L. J., Madrigano, J., Mann, S., Chari, R., Siddiqi, S. M., Lee, J., & Hiatt, L. (2021) · Rand health quarterly · doi:10.7249/rhq-09-03-08 · Cited by 2 · see citing works
Anderson, A. J., & Rodriguez, C. M. (2025) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2025.03.007 · Cited by 1 · see citing works
Candelora, F., Maritano, S., Pizzi, C., Richiardi, M. G., Richiardi, L., & Boccia, D. (2025) · BMC Public Health · doi:10.1186/s12889-025-25020-0 · Cited by 1 · see citing works
Navarrete, F. C., Hernández-Mosqueira, C., Contreras-Díaz, G., del‐Cuerpo, I., Jerez‐Mayorga, D., Herrera-Valenzuela, T., Guzmán-Muñoz, E., Hernández-Martínez, J., Valdés-Badilla, P. A., Núñez-Espinosa, C. A., et al. (2026) · Children · doi:10.3390/children13060825 · Cited by 1 · see citing works
Takemoto, E. E., Locke, S. H., Goin, D. E., Casey, J. A., Giesinger, I., Farfel, M. R., Alper, H., & Brackbill, R. M. (2022) · SSM - Mental Health · doi:10.1016/j.ssmmh.2022.100096
Self-citationSURMOUNTING THE BRIM OF MODULAR LEARNING MODALITY: A PHENOMENOLOGICAL STUDY
Bedolido, M. A. E., Aling, D. G. A., Doblas, W. A., & Cubero, G. D. (2022) · EPRA International Journal of Multidisciplinary Research (IJMR) · doi:10.36713/epra11557
Garfin, D. R., Attick, E., & Holman, E. A. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-91497-0.00209-5
Zeng, Y., Huang, J. X., & Sherraden, M. W. (2025) · Social Sciences · doi:10.3390/socsci14080495
Munir, U. B., Jensen, D., Troha, A., & Liu, J. (2025) · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · doi:10.1109/bhi67747.2025.11269548
Anderson, A. J., Henrich, C. C., & Mrug, S. (2026) · Journal of Youth and Adolescence · doi:10.1007/s10964-026-02402-0
- Authors
- Gargano, L. M., Locke, S., Li, J., & Farfel, M. R.
- Affiliations
- New York City Department of Health and Mental Hygiene (US)
- Corresponding author
- Gargano, Lisa M.
- Venue
- Pediatric Research
- Published
- 2018-06-15
- Volume
- 84
- Issue
- 2
- Pages
- 205-209
- ISSN
- 0031-3998 (ISSN-L)
- 1530-0447
- PMC
- PMC6185774
- OpenAlex
- W2808384199
- Cited by
- 23
- References
- 34
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 3 · 2023: 5 · 2022: 3 · 2021: 1 · 2020: 3 · 2019: 2
- FWCI
- 1.76
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Pediatric Research (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- U.S. Department of Health and Human Services
- New York City Department of Health and Mental Hygiene
- Centers for Disease Control and Prevention (U50/ATU272750, U50TS272750, 5U50/OH009739)
- National Institute for Occupational Safety and Health (U50 OH009739, U50/ATU272750, 5U50/OH009739)
- Agency for Toxic Substances and Disease Registry (U50/ATU272750, 5U50/OH009739)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Keywords
- adolescent behavior problems, September 11 attacks, World Trade Center Health Registry, post-traumatic stress disorder, depression, smoking, binge drinking, mental health outcomes, early adulthood, Strengths and Difficulties Questionnaire, childhood trauma, early intervention
- MeSH terms
- Problem Behavior, Adolescent, Child, Child Behavior Disorders, Depression, Female, Humans, Male, Mental Health, Prospective Studies, Surveys and Questionnaires, Registries, Smoking, Stress Disorders, Post-Traumatic, Cohort Studies, Multivariate Analysis, Outcome Assessment, Health Care, September 11 Terrorist Attacks, Self Report, Binge Drinking
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