Association of youth age at exposure to household dysfunction with outcomes in early adulthood.
Open accessAbstract
Importance: The current focus on the association of negative experiences in early childhood with adverse outcomes later in life is based on limited empirical evidence. Objective: To evaluate whether age at exposure to negative experiences in childhood and adolescence is associated with outcomes in early adulthood. Design, Setting, and Participants: This cohort study used population data from administrative sources for all Danish individuals born between 1987 and 1995 who were living in Denmark at 19 years of age. Data were analyzed in July 2020. Exposures: Exposure to 6 household dysfunction items (HDIs) from birth to 17 years of age by age group. Age groups were as follows: 0 to 2 years (early childhood), 3 to 5 years (preschool), 6 to 12 years (mid-childhood), and 13 to 17 years (early adolescence). The 6 items were parents' unemployment, incarceration, mental disorders, death, and divorce and the child's foster care experiences. Main Outcomes and Measures: Mental disorders, low educational attainment, disconnection from education and the labor market, and criminal charges. A fixed-effects model was used to estimate the dose-response and age-specific associations between HDI exposure and the collated outcome measure. Results: The study sample included 605 344 individuals observed from birth to 19 years of age (mean [SD] birth year, 1991 [2.56] years; range, 1987-1995; 335 725 [55%] male). Overall, 278 115 individuals (45.94%) were exposed to 1 or more of the 6 HDIs from birth to 17 years of age. Exposure was most prevalent at 1 year of age (exposure rate, 11.3%), and parental unemployment was the most common HDI (15.5% observed in mid-childhood). The risk of experiencing the 4 outcomes was monotonically associated with the number of HDIs. For example, experiencing 1 HDI between birth and 17 years of age was associated with an increased risk of experiencing an adverse outcome by approximately 1.0 percentage point (β = 0.011; 95% CI, 0.010-0.012; P < .001). Similarly, the risk of experiencing adverse outcomes varied significantly in association with age at exposure. Exposure during early adolescence was more strongly associated with adverse outcomes than was exposure during early childhood (increased risk of 5.8 percentage points [β = 0.058; 95% CI, 0.052-0.063; P < .001] vs 1.0 [β = 0.010; 95% CI, 0.004-0.015; P = .001]). Conclusions and Relevance: In this cohort study, exposure to negative experiences in early adolescence was more strongly associated with later adverse outcomes than was exposure at other points in childhood. Knowledge of age-specific associations is important information for policy makers who need to prioritize resources targeting disadvantaged children and youths.
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Effect sizes for adolescent exposures were nearly 2-fold those for exposures in middle childhood and more than 3-fold those for exposures earlier in life.
“Effect sizes for adolescent exposures were nearly 2-fold those for exposures in middle childhood and more than 3-fold those for exposures earlier in life.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
Andersen identified a dose-response association between accumulation of ACEs and increased likelihood of experiencing disruption to the transition to adulthood.
“Using this sibling comparison design, Andersen identified a dose-response association between accumulation of ACEs and increased likelihood of experiencing disruption to the transition to adulthood.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
Adversity exposures during adolescence (ages 13-17 years) had larger magnitude risk associations compared with adversities that occurred earlier in development.
“Adversity exposures during adolescence (ages 13-17 years) had larger magnitude risk associations compared with adversities that occurred earlier in development.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
Andersen's results resonate with emerging research streams in both neuroscience and the social sciences to suggest that benefits of interventions in adolescence may be underappreciated.
“Andersen's results 1 resonate with emerging research streams in both neuroscience and the social sciences to suggest that benefits of interventions in adolescence may be underappreciated.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
The register data analyzed by Andersen captured household dysfunction dimensions of ACEs but not abuse or neglect.
“The register data analyzed by Andersen captured household dysfunction dimensions of ACEs but not abuse or neglect.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
Andersen's study used administrative records that prospectively recorded the ACE exposures of an entire nation's population of children across a series of birth cohorts.
“First, Andersen's study used administrative records that prospectively recorded the ACE exposures of an entire nation's population of children across a series of birth cohorts.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
Effect sizes from the sibling comparison design are far from trivial, but they are much smaller.
“Effect sizes from the sibling comparison design are far from trivial, but they are much smaller.”
From Critical Periods in Child Development and the Transition to Adulthood (2021) · cites this paper as [1]
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Cites
Felitti, V. J., Anda, R. F., Nordenberg, D., Williamson, D. F., Spitz, A. M., Edwards, V., Koss, M. P., & Marks, J. S. (1998) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(98)00017-8 · Cited by 18,943 · see citing works
Hughes, K., Bellis, M. A., Hardcastle, K. A., Sethi, D., Butchart, A., Mikton, C., Jones, L., & Dunne, M. P. (2017) · The Lancet Public Health · doi:10.1016/s2468-2667(17)30118-4 · Cited by 5,255 · see citing works
Development of the adolescent brain: implications for executive function and social cognition
Blakemore, S., & Choudhury, S. (2006) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2006.01611.x · Cited by 2,328 · see citing works
Economic, neurobiological, and behavioral perspectives on building America's future workforce
Knudsen, E. I., Heckman, J. J., Cameron, J. L., & Shonkoff, J. P. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0600888103 · Cited by 1,123 · see citing works
Unpacking the impact of adverse childhood experiences on adult mental health
Merrick, M. T., Ports, K. A., Ford, D. C., Afifi, T. O., Gershoff, E. T., & Grogan‐Kaylor, A. C. (2017) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2017.03.016 · Cited by 922 · see citing works
Mersky, J. P., Topitzes, J., & Reynolds, A. J. (2013) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2013.07.011 · Cited by 729 · see citing works
Fox, B., Perez, N. M., Cass, E., Baglivio, M. T., & Epps, N. (2015) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2015.01.011 · Cited by 728 · see citing works
Health consequences of adverse childhood experiences: a systematic review
Kalmakis, K. A., & Chandler, G. E. (2015) · Journal of the American Association of Nurse Practitioners · doi:10.1002/2327-6924.12215 · Cited by 694 · see citing works
Hillis, S. D., Anda, R. F., Dube, S. R., Felitti, V. J., Marchbanks, P. A., & Marks, J. S. (2004) · Pediatrics · doi:10.1542/peds.113.2.320 · Cited by 671 · see citing works
Stressed or Stressed out: What Is the Difference?
McEwen, B. S. (2005) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0540 · Cited by 593 · see citing works
Sensitive periods of amygdala development: the role of maltreatment in preadolescence
Pechtel, P., Lyons-Ruth, K., Anderson, C. M., & Teicher, M. H. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.04.025 · Cited by 342 · see citing works
Childhood forecasting of a small segment of the population with large economic burden
Caspi, A., Houts, R., Belsky, D. W., Harrington, H., Hogan, S., Ramrakha, S., Poulton, R., & Moffitt, T. (2016) · Nature Human Behaviour · doi:10.1038/s41562-016-0005 · Cited by 302 · see citing works
Dunn, E. C., McLaughlin, K. A., Slopen, N. B., Rosand, J. M., & Smoller, J. W. (2013) · Depression and Anxiety · doi:10.1002/da.22102 · Cited by 299 · see citing works
Adverse childhood experiences, poverty, and parenting stress.
Steele, H., Bate, J., Steele, M., Dube, S. R., Danskin, K., Knafo, H., Nikitiades, A., Bonuck, K. A., Meißner, P., & Murphy, A. (2016) · Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement · doi:10.1037/cbs0000034 · Cited by 284 · see citing works
Quantifying the Life-Cycle Benefits of an Influential Early-Childhood Program
García, J. L., Heckman, J. J., Leaf, D. E., & Prados, M. (2019) · Journal of Political Economy · doi:10.1086/705718 · Cited by 261 · see citing works
Smith, I. D., & Allen, G. (2004) · Cited by 251 · see citing works
Maercker, A., Michael, T., Fehm, L., Becker, E. S., & Margraf, J. (2004) · British Journal of Psychiatry · doi:10.1192/bjp.184.6.482 · Cited by 225 · see citing works
Holman, D. M., Ports, K. A., Buchanan, N. D., Hawkins, N. A., Merrick, M. T., Metzler, M. M., & Trivers, K. F. (2016) · PEDIATRICS · doi:10.1542/peds.2015-4268l · Cited by 222 · see citing works
Fisher, H. L., Jones, P. B., Fearon, P., Craig, T., Dazzan, P., Morgan, K. D., Hutchinson, G. A., Doody, G. A., McGuffin, P., Leff, J., et al. (2010) · Psychological Medicine · doi:10.1017/s0033291710000231 · Cited by 212 · see citing works
Strine, T. (2012) · American Journal of Health Behavior · doi:10.5993/ajhb.36.3.11 · Cited by 210 · see citing works
Stress load during childhood affects psychopathology in psychiatric patients
Weber, K., Rockstroh, B. S., Borgelt, J., Awiszus, B., Popov, T. G., Hoffmann, K. K. P., Schonauer, K., Watzl, H., & Pröpster, K. (2008) · BMC Psychiatry · doi:10.1186/1471-244x-8-63 · Cited by 112 · see citing works
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Research works printed but not linked: 2
- [2]Shonkoff JP Mobilizing science to revitalize early childhood policy. Issues Sci Technol. 2009; 26(1):79-85.
- [23]Pechtel P, Lyons-Ruth K, Anderson CM, Teicher MH Sensitive periods of amygdala development: the role of maltreatment in preadolescence. Neuroimage. 2014; 97: 236- 244. doi: 10.1016/j.neuroimage.2014.04.025 24736182 PMC4258391 · DOI · Paper page
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Sorted by citations
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Orth, U., & Robins, R. W. (2022) · American Psychologist · doi:10.1037/amp0000922 · Cited by 393 · see citing works
Oxytocin neurons mediate the effect of social isolation via the VTA circuits
Musardo, S., Contestabile, A., Knoop, M., Baud, O., & Bellone, C. (2022) · eLife · doi:10.7554/elife.73421 · Cited by 77 · see citing works
Critical Periods in Child Development and the Transition to Adulthood
Graf, G. H.-J., Biroli, P., & Belsky, D. W. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.33359 · Cited by 39 · see citing works
- Authors
- Andersen, S. H.
- Affiliations
- Rockwool Foundation (DK)
- Corresponding author
- Andersen, Signe Hald
- ORCID
- Andersen, Signe Hald
- Venue
- JAMA Network Open
- Publisher
- American Medical Association (AMA)
- Published
- 2021-01-07
- Volume
- 4
- Issue
- 1
- Pages
- e2032769
- ISSN
- 2574-3805 (ISSN-L)
- PMC
- PMC7791359
- OpenAlex
- W3118692603
- Cited by
- 45
- References
- 21
- Citations by year
- 2026: 6 · 2025: 10 · 2024: 9 · 2023: 10 · 2022: 6 · 2021: 4
- FWCI
- 4.95
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JAMA Network Open (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Rockwool Fonden
- Topics
- Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
- Social Sciences › Safety Research › Child Welfare and Adoption
- Social Sciences › Demography › Family Dynamics and Relationships
- Keywords
- household dysfunction, age at exposure, early childhood adversity, parental unemployment, parental incarceration, parental mental illness, parental death, parental divorce, foster care, mental illness, educational attainment, criminal charges, early adulthood outcomes, dose-response relationship, developmental origins of health and disease
- MeSH terms
- Adverse Childhood Experiences, Adolescent, Mental Disorders, Child, Child, Preschool, Death, Denmark, Divorce, Family Characteristics, Female, Foster Home Care, Humans, Infant, Male, Risk Factors, Unemployment, Young Adult
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