Life course health consequences and associated annual costs of adverse childhood experiences across Europe and North America: a systematic review and meta-analysis
Open accessAbstract
BACKGROUND: An increasing number of studies are identifying associations between adverse childhood experiences (ACEs) and ill health throughout the life course. We aimed to calculate the proportions of major risk factors for and causes of ill health that are attributable to one or multiple types of ACE and the associated financial costs. METHODS: In this systematic review and meta-analysis, we searched for studies in which risk data in individuals with ACEs were compared with these data in those without ACEs. We searched six electronic databases (MEDLINE, CINAHL, PsycINFO, Applied Social Sciences Index and Abstracts, Criminal Justice Databases, and the Education Resources Information Center) for quantitative studies published between Jan 1, 1990, and July 11, 2018, that reported risks of health-related behaviours and causes of ill health in adults that were associated with cumulative measures of ACEs (ie, number of ACEs). We included studies in adults in populations that did not have a high risk of ACEs, that had sample sizes of at least 1000 people, and that provided ACE prevalence data. We calculated the pooled RR for risk factors (harmful alcohol use, illicit drug use, smoking, and obesity) and causes of ill health (cancer, diabetes, cardiovascular disease, respiratory disease, anxiety, and depression) associated with ACEs. RRs were used to estimate the population-attributable fractions (PAFs) of risk attributable to ACEs and the disability-adjusted life-years (DALYs) and financial costs associated with ACEs. This study was prospectively registered in PROSPERO (CRD42018090356). FINDINGS: Of 4387 unique articles found following our initial search, after review of the titles (and abstracts, when the title was relevant), we assessed 880 (20%) full-text articles. We considered 221 (25%) full-text articles for inclusion, of which 23 (10%) articles met all selection criteria for our meta-analysis. We found a pooled prevalence of 23·5% of individuals (95% CI 18·7-28·5) with one ACE and 18·7% (14·7-23·2) with two or more ACEs in Europe (from ten studies) and of 23·4% of individuals (22·0-24·8) with one ACE and 35·0% (31·6-38·4) with two or more ACEs in north America (from nine studies). Illicit drug use had the highest PAFs associated with ACEs of all the risk factors assessed in both regions (34·1% in Europe; 41·1% in north America). In both regions, PAFs of causes of ill health were highest for mental illness outcomes: ACEs were attributed to about 30% of cases of anxiety and 40% of cases of depression in north America and more than a quarter of both conditions in Europe. Costs of cardiovascular disease attributable to ACEs were substantially higher than for most other causes of ill health because of higher DALYs for this condition. Total annual costs attributable to ACEs were estimated to be US$581 billion in Europe and $748 billion in north America. More than 75% of these costs arose in individuals with two or more ACEs. INTERPRETATION: Millions of adults across Europe and north America live with a legacy of ACEs. Our findings suggest that a 10% reduction in ACE prevalence could equate to annual savings of 3 million DALYs or $105 billion. Programmes to prevent ACEs and moderate their effects are available. Rebalancing expenditure towards ensuring safe and nurturing childhoods would be economically beneficial and relieve pressures on health-care systems. FUNDING: World Health Organization Regional Office for Europe.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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
Child abuse: Adolescent records vs. adult recall
Femina, D. D., Yeager, C. A., & Lewis, D. O. (1990) · Child Abuse & Neglect · doi:10.1016/0145-2134(90)90033-p · Cited by 8,820 · 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
Self-citationAnda, R. F., Felitti, V. J., Bremner, J. D., Walker, J. D., Whitfield, C., Perry, B. D., Dube, S. R., & Giles, W. H. (2006) · European archives of psychiatry and clinical neuroscience · doi:10.1007/s00406-005-0624-4 · Cited by 4,292 · see citing works
The Lancet Commission on global mental health and sustainable development
Patel, V., Saxena, S., Lund, C., Thornicroft, G., Baingana, F., Bolton, P., Chisholm, D., Collins, P. Y., Cooper, J. L., Eaton, J., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31612-x · Cited by 3,692 · see citing works
García‐Moreno, C., Pallitto, C., Devries, K. M., Stöckl, H., Watts, C. G., & Abrahams, N. (2013) · Cited by 3,341 · see citing works
The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013
Steel, Z., Marnane, C., Iranpour, C., Chey, T., Jackson, J. W., Patel, V., & Silove, D. (2014) · International Journal of Epidemiology · doi:10.1093/ije/dyu038 · Cited by 2,846 · see citing works
Validity of adult retrospective reports of adverse childhood experiences: review of the evidence
Hardt, J., & Rutter, M. (2004) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00218.x · Cited by 2,827 · see citing works
Adverse childhood experiences, allostasis, allostatic load and age-related disease
Danese, A., & McEwen, B. S. (2012) · Physiology & Behavior · doi:10.1016/j.physbeh.2011.08.019 · Cited by 2,140 · see citing works
Use and misuse of population attributable fractions
Rockhill, B., Newman, B., & Weinberg, C. (1998) · American Journal of Public Health · doi:10.2105/ajph.88.1.15 · Cited by 1,683 · see citing works
Global Prevalence of Past-year Violence Against Children: A Systematic Review and Minimum Estimates
Hillis, S., Mercy, J., Amobi, A., & Kress, H. (2016) · Pediatrics · doi:10.1542/peds.2015-4079 · Cited by 1,477 · see citing works
Insights Into Causal Pathways for Ischemic Heart Disease: Adverse Childhood Experiences Study
Dong, M., Giles, W. H., Felitti, V. J., Dube, S. R., Williams, J. E., Chapman, D. P., & Anda, R. F. (2004) · Circulation · doi:10.1161/01.cir.0000143074.54995.7f · Cited by 1,027 · see citing works
Associations Between Adverse Childhood Experiences, High-Risk Behaviors, and Morbidity in Adulthood
Campbell, J. A., Walker, R. J., & Egede, L. E. (2015) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2015.07.022 · Cited by 719 · see citing works
Recognising and responding to child maltreatment
Gilbert, R. E., Kemp, A., Thoburn, J., Sidebotham, P. D., Radford, L., Glaser, D., & MacMillan, H. L. (2008) · The Lancet · doi:10.1016/s0140-6736(08)61707-9 · Cited by 601 · see citing works
Bellis, M. A., Lowey, H., Leckenby, N., Hughes, K., & Harrison, D. (2014) · Journal of Public Health · doi:10.1093/pubmed/fdt038 · Cited by 525 · see citing works
Self-citationGrant, R. L. (2014) · BMJ · doi:10.1136/bmj.f7450 · Cited by 515 · see citing works
Effects of Parenting Programs on Child Maltreatment Prevention
Chen, M., & Chan, K. L. (2015) · Trauma Violence & Abuse · doi:10.1177/1524838014566718 · Cited by 445 · see citing works
Bellis, M. A., Hughes, K., Leckenby, N., Perkins, C., & Lowey, H. (2014) · BMC Medicine · doi:10.1186/1741-7015-12-72 · Cited by 422 · see citing works
Self-citationVu, N. L., Jouriles, E. N., McDonald, R., & Rosenfield, D. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.04.003 · Cited by 408 · see citing works
Childhood adversity and adult depression: The protective role of psychological resilience
Poole, J. C., Dobson, K. S., & Pusch, D. (2017) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2016.12.012 · Cited by 407 · see citing works
Bellis, M. A., Hughes, K., Leckenby, N., Hardcastle, K. A., Perkins, C., & Lowey, H. (2015) · Journal of Public Health · doi:10.1093/pubmed/fdu065 · Cited by 391 · see citing works
Self-citationThe economic burden of child maltreatment in the United States, 2015
Peterson, C., Florence, C., & Klevens, J. (2018) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2018.09.018 · Cited by 376 · see citing works
Wade, R., Cronholm, P. F., Fein, J. A., Forke, C. M., Davis, M. B., Harkins-Schwarz, M., Pachter, L. M., & Bair‐Merritt, M. H. (2015) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2015.11.021 · Cited by 360 · see citing works
Bellis, M. A., Hughes, K., Leckenby, N., Jones, L., Baban, A., Kachaeva, M., Povilaitis, R., Pudule, I., Qirjako, G., Ulukol, B., et al. (2014) · Bulletin of the World Health Organization · doi:10.2471/blt.13.129247 · Cited by 338 · see citing works
Self-citationRamiro, L. S., Madrid, B. J., & Brown, D. W. (2010) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2010.02.012 · Cited by 314 · see citing works
Adverse childhood experiences and smoking status in five states
Ford, E. S., Anda, R. F., Edwards, V. J., Perry, G. S., Zhao, G., Li, C., & Croft, J. B. (2011) · Preventive Medicine · doi:10.1016/j.ypmed.2011.06.015 · Cited by 254 · see citing works
Su, S., Jimenez, M. P., Roberts, C. T. F., & Loucks, E. B. (2015) · Current Cardiology Reports · doi:10.1007/s11886-015-0645-1 · Cited by 242 · 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
Action steps using ACEs and trauma-informed care: a resilience model
Leitch, L. (2017) · Health & Justice · doi:10.1186/s40352-017-0050-5 · Cited by 198 · see citing works
The burden of child maltreatment in the East Asia and Pacific region
Fang, X., Fry, D. A., Brown, D. S., Mercy, J. A., Dunne, M. P., Butchart, A., Corso, P. S., Maynzyuk, K., Dzhygyr, Y., Chen, Y., et al. (2015) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2015.02.012 · Cited by 187 · see citing works
Rückinger, S., von Kries, R., & Toschke, A. M. (2009) · BMC Medical Research Methodology · doi:10.1186/1471-2288-9-7 · Cited by 162 · see citing works
Friedman, E. M., Montez, J. K., Sheehan, C. M., Guenewald, T. L., & Seeman, T. E. (2015) · Journal of Aging and Health · doi:10.1177/0898264315580122 · Cited by 145 · see citing works
Childhood adversity as a risk for cancer: findings from the 1958 British birth cohort study
Kelly‐Irving, M., Lepage, B., Dedieu, D., Lacey, R. E., Cable, N., Bartley, M., Blane, D., Grosclaude, P., Lang, T., & Delpierre, C. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-767 · Cited by 141 · see citing works
The lasting legacy of childhood adversity for disease risk in later life
McCrory, C., Dooley, C., Layte, R., & Kenny, R. A. (2015) · Health Psychology · doi:10.1037/hea0000147 · Cited by 104 · see citing works
Warne, D., Dulacki, K., Spurlock, M., Meath, T., Davis, M. M., Wright, B., & McConnell, K. J. (2017) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2017.0133 · Cited by 101 · see citing works
Ameliorating the biological impacts of childhood adversity: A review of intervention programs
Purewal, S. K., Au, V., Koita, K., Oh, D. L., Briner, S., Harris, N. B., & Bucci, M. (2018) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2018.04.014 · Cited by 99 · see citing works
Sundin, E., & Baguley, T. S. (2014) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-014-0937-6 · Cited by 92 · see citing works
Cunningham, T. J., Ford, E. S., Croft, J. B., Merrick, M. T., Rolle, I., & Giles, W. H. (2014) · International Journal of COPD · doi:10.2147/copd.s68226 · Cited by 80 · see citing works
Primary Care Interventions to Prevent or Treat Traumatic Stress in Childhood: A Systematic Review
Flynn, A. B., Fothergill, K. E., Wilcox, H. C., Coleclough, E. C., Horwitz, R. H., Ruble, A. E., Burkey, M. D., & Wissow, L. S. (2015) · Academic Pediatrics · doi:10.1016/j.acap.2015.06.012 · Cited by 75 · see citing works
Björkenstam, E., Vinnerljung, B., & Hjern, A. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.07.030 · Cited by 74 · see citing works
Pachter, L. M., Lieberman, L., Bloom, S. L., & Fein, J. A. (2017) · Academic Pediatrics · doi:10.1016/j.acap.2017.04.012 · Cited by 70 · see citing works
Prevention of mental disorders requires action on adverse childhood experiences
Jorm, A. F., & Mulder, R. T. (2018) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867418761581 · Cited by 62 · see citing works
Dahl, S. K., Larsen, J. T., Petersen, L. V., Ubbesen, M. B., Mortensen, P. B., Munk‐Olsen, T., & Musliner, K. L. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.03.014 · Cited by 54 · see citing works
Economic value of disability-adjusted life years lost to violence: estimates for WHO Member States
Brown, D. W. (2008) · Revista Panamericana de Salud Pública · doi:10.1590/s1020-49892008000900007 · Cited by 50 · see citing works
Adverse Childhood Experiences Affect Health Risk Behaviors and Chronic Health of Iowans
Downey, J. C., Gudmunson, C. G., Pang, Y. C., & Lee, K. (2017) · Journal of Family Violence · doi:10.1007/s10896-017-9909-4 · Cited by 48 · see citing works
Psychosocial factors and asthma in a community sample of older adults
Wainwright, N. W. J., Surtees, P. G., Wareham, N. J., & Harrison, B. D. (2007) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2006.10.013 · Cited by 32 · see citing works
Ye, D., & Reyes-Salvail, F. (2014) · PubMed Central · Cited by 31 · see citing works
Progress in preventing child maltreatment in Europe
Sethi, D., Parekh, N., Yon, Y., & Mikkelsen, B. (2018) · The Lancet Child & Adolescent Health · doi:10.1016/s2352-4642(18)30280-3 · Cited by 21 · see citing works
Self-citation
Flagged first, then by citations
3 of the 51 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [51]Sethi D Yon Y Parekh N European status report on preventing child maltreatment http://www.euro.who.int/__data/assets/pdf_file/0017/381140/wh12-ecm-rep-eng.pdf?ua=1 2018 30245031
Cited by
Sorted by citations
Merrick, M. T., Ford, D. C., Ports, K. A., Guinn, A. S., Chen, J., Klevens, J., Metzler, M. M., Jones, C. M., Simon, T. R., Daniel, V. M., et al. (2019) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6844e1 · Cited by 698 · see citing works
“These findings are consistent with those from similar analyses conducted in England, Europe, and North America (1,2) and suggest that preventing adverse childhood experiences might reduce occurrences of the outcomes examined, with potential reductions ranging from 1.”
ResultAdversity in childhood is linked to mental and physical health throughout life
Nelson, C. A., Bhutta, Z. A., Burke Harris, N., Danese, A., & Samara, M. (2020) · BMJ · doi:10.1136/bmj.m3048 · Cited by 741 · see citing works
McKay, M. T., Cannon, M., Chambers, D., Conroy, R. M., Coughlan, H., Dodd, P., Healy, C., O’Donnell, L., & Clarke, M. C. (2021) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13268 · Cited by 480 · see citing works
The potential impact of the COVID-19 pandemic on child growth and development: a systematic review
Araújo, L. A. D., Veloso, C. F., Souza, M. D. C., Azevedo, J. M. C. D., & Tarro, G. (2021) · Jornal de Pediatria · doi:10.1016/j.jped.2020.08.008 · Cited by 410 · see citing works
Lin, L., Wang, H., Lu, C., Chen, W., & Guo, V. Y. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2021.30143 · Cited by 320 · see citing works
Bernard, D. L., Calhoun, C. D., Banks, D. E., Halliday, C. A., Halbert, C. H., & Danielson, C. K. (2020) · Journal of Child & Adolescent Trauma · doi:10.1007/s40653-020-00319-9 · Cited by 316 · see citing works
“The effects of ACEs may be most pronounced in the context of mental health, with literature suggesting that ACEs could account for as much as 30% of cases of anxiety, 40% of cases of depression in North America, and increased rates of suicide (Bellis et al. 2019; Sachs-Ericsson et al. 2016).”
BackgroundHughes, K., Ford, K., Bellis, M., Glendinning, F., Harrison, E. D., & Passmore, J. (2021) · Lancet Public Health · doi:10.1016/s2468-2667(21)00232-2 · Cited by 204 · see citing works
Self-citationSahle, B. W., Reavley, N. J., Li, W., Morgan, A. J., Yap, M. B. H., Reupert, A., & Jorm, A. F. (2022) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-021-01745-2 · Cited by 375 · see citing works
Risk factors for non-suicidal self-injury (NSSI) in adolescents: A meta-analysis
Wang, Y.-J., Li, X., Ng, C. H., Xu, D.-W., Hu, S., & Yuan, T.-F. (2022) · eClinicalMedicine · doi:10.1016/j.eclinm.2022.101350 · Cited by 294 · see citing works
Adverse Childhood Experiences and Adult Mental Health Outcomes
Daníelsdóttir, H. B., Aspelund, T., Shen, Q., Halldorsdottir, T., Jakobsdóttir, J., Song, H., Lu, D., Kuja-Halkola, R., Larsson, H., Fall, K., et al. (2024) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2024.0039 · Cited by 266 · see citing works
Mersky, J. P., Choi, C., Lee, C. P., & Janczewski, C. E. (2021) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2021.105066 · Cited by 246 · see citing works
Association of Adverse Childhood Experiences With Cardiovascular Disease Later in Life
Godoy, L. C., Frankfurter, C., Cooper, M., Lay, C. L., Maunder, R., & Farkouh, M. E. (2020) · JAMA Cardiology · doi:10.1001/jamacardio.2020.6050 · Cited by 243 · see citing works
Association of Childhood Adversity With Morbidity and Mortality in US Adults
Grummitt, L. R., Kreski, N. T., Kim, S. G., Platt, J., Keyes, K. M., & McLaughlin, K. A. (2021) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2021.2320 · Cited by 206 · see citing works
Szymkowicz, S. M., Gerlach, A., Homiack, D., & Taylor, W. D. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02464-9 · Cited by 212 · see citing works
“Adverse childhood experiences (ACEs), such as abuse, parental loss, and bullying, are associated with a host of health disorders, including depression [79].”
BackgroundBaldwin, J. R., Caspi, A., Meehan, A. J., Ambler, A., Arseneault, L., Fisher, H. L., Harrington, H., Matthews, T., Odgers, C. L., Poulton, R., et al. (2021) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2020.5602 · Cited by 229 · see citing works
Psychological trauma as a transdiagnostic risk factor for mental disorder: an umbrella meta-analysis
Hogg, B., Gardoki-Souto, I., Valiente-Gómez, A., Rosa, A., Fortea, L., Raduà, J., Amann, B., & Moreno-Alcázar, A. (2022) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-022-01495-5 · Cited by 156 · see citing works
Identifying and Preventing Adverse Childhood Experiences
Jones, C. M., Merrick, M. T., & Houry, D. (2019) · JAMA · doi:10.1001/jama.2019.18499 · Cited by 164 · see citing works
Goldstein, E., Chokshi, B., Meléndez‐Torres, G. J., Rios, A., Jelley, M., & Lewis-O’Connor, A. (2024) · The Permanente Journal · doi:10.7812/tpp/23.127 · Cited by 162 · see citing works
A call for standardised age-disaggregated health data
Diaz, T., Strong, K., Cao, B., Guthold, R., Moran, A. C., Moller, A., Requejo, J. H., Sadana, R., Thiyagarajan, J. A., Adebayo, E., et al. (2021) · The Lancet Healthy Longevity · doi:10.1016/s2666-7568(21)00115-x · Cited by 158 · see citing works
Trauma-Informed Care in Child Health Systems
Duffee, J. H., Szilagyi, M. A., Forkey, H. C., & Kelly, E. T. (2021) · PEDIATRICS · doi:10.1542/peds.2021-052579 · Cited by 155 · see citing works
Lacey, R. E., Pereira, S. M. P., Li, L., & Danese, A. (2020) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2020.03.017 · Cited by 153 · see citing works
Mehta, D., Kelly, A. B., Laurens, K. R., Haslam, D. M., Williams, K. E., Walsh, K., Baker, P., Carter, H. E., Khawaja, N. G., Zelenko, O., et al. (2021) · Child Psychiatry & Human Development · doi:10.1007/s10578-021-01258-8 · Cited by 171 · see citing works
Crandall, A., Broadbent, E., Stanfill, M., Magnusson, B. M., Novilla, M. L. B., Hanson, C. L., & Barnes, M. (2020) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2020.104644 · Cited by 139 · see citing works
Burden of Mental Disorders and Suicide Attributable to Childhood Maltreatment
Grummitt, L. R., Baldwin, J. R., Lafoa’i, J., Keyes, K. M., & Barrett, E. L. (2024) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2024.0804 · Cited by 131 · see citing works
Tan, M., & Mao, P. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106091 · Cited by 130 · see citing works
Liu, M., Luong, L., Lachaud, J., Edalati, H., Reeves, A., & Hwang, S. W. (2021) · The Lancet Public Health · doi:10.1016/s2468-2667(21)00189-4 · Cited by 125 · see citing works
The burden of disease attributable to indoor air pollutants in China from 2000 to 2017
Liu, N., Liu, W., Deng, F., Liu, Y., Gao, X., Fang, L., Chen, Z., Tang, H., Hong, S., Pan, M., et al. (2023) · The Lancet Planetary Health · doi:10.1016/s2542-5196(23)00215-2 · Cited by 121 · see citing works
Morris, A. S., Hays-Grudo, J., Zapata, M. I., Treat, A. E., & Kerr, K. L. (2021) · Adversity and Resilience Science · doi:10.1007/s42844-021-00036-8 · Cited by 116 · see citing works
Brindle, R. C., Pearson, A., & Ginty, A. T. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104530 · Cited by 112 · see citing works
Wang, D., Jiang, Q., Yang, Z., & Choi, J. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.05.108 · Cited by 114 · see citing works
Spencer, C. N., Khalil, M., Herbert, M. E., Aravkin, A. Y., Arrieta, A., Baeza, M. J., Bustreo, F., Cagney, J., Calderon-Anyosa, R. J. C., Carr, S., et al. (2023) · Nature Medicine · doi:10.1038/s41591-023-02629-5 · Cited by 112 · see citing works
Zhang, L., Mersky, J. P., Gruber, A. M., & Kim, J. (2022) · Trauma Violence & Abuse · doi:10.1177/15248380221126186 · Cited by 106 · see citing works
Qu, G., Ma, S., Liu, H., Han, T., Zhang, H., Ding, X., Sun, L., Qin, Q., Chen, M., & Sun, Y. (2022) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2022.105511 · Cited by 103 · see citing works
Bussières, A., Hancock, M. J., Elklit, A., Ferreira, M. L., Ferreira, P. H., Stone, L. S., Wideman, T. H., Boruff, J. T., Zoubi, F. A., Chaudhry, F., et al. (2023) · European Journal of Psychotraumatology · doi:10.1080/20008066.2023.2284025 · Cited by 94 · see citing works
“ACEs are estimated to result in 37.5 million disability-adjusted life years globally and carry an estimated fi nancial cost of $1.3 trillion per annum across North America and Europe, with over 75% of these costs arising in individuals reporting two or more ACEs (Bellis et al., 2019).”
InfluentialParenteau, A. M., Boyer, C. J., Campos, L., Carranza, A. F., Deer, L. K., Hartman, D. T., Bidwell, J. T., & Hostinar, C. E. (2022) · Development and Psychopathology · doi:10.1017/s0954579422000499 · Cited by 93 · see citing works
“These outcomes, in turn, are associated with decreased productivity and earlier mortality, which have been shown to have negative economic consequences at the societal level (Bellis et al., 2019; Metzler et al., 2017).”
BackgroundAdverse Childhood Events and Health Biomarkers: A Systematic Review
Soares, S., Rocha, V., Kelly‐Irving, M., Stringhini, S., & Fraga, S. J. D. S. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.649825 · Cited by 91 · see citing works
Tidmarsh, L. V., Harrison, R. N., Ravindran, D., Matthews, S. L., & Finlay, K. A. (2022) · Frontiers in Pain Research · doi:10.3389/fpain.2022.923866 · Cited by 89 · see citing works
“A growing body of literature demonstrates harmful effects of ACEs exposure on increasing the likelihood of chronic pain (16, 17) and disability (11) in adulthood.”
BackgroundWu, C.-T., Pontifex, M. B., Raine, L. B., Chaddock, L., Voss, M. W., Kramer, A. F., & Hillman, C. H. (2011) · Neuropsychology · doi:10.1037/a0022167 · Cited by 88 · see citing works
Economic Burden of Health Conditions Associated With Adverse Childhood Experiences Among US Adults
Peterson, C., Aslam, M. V., Niolon, P. H., Bacon, S., Bellis, M. A., Mercy, J. A., & Florence, C. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.46323 · Cited by 91 · see citing works
Self-citationScreening for Adverse Childhood Experiences (ACEs) in Primary Care
Campbell, T. L. (2020) · JAMA · doi:10.1001/jama.2020.4365 · Cited by 87 · see citing works
Hughes, K., Ford, K., Kadel, R., Sharp, C., & Bellis, M. (2020) · BMJ Open · doi:10.1136/bmjopen-2019-036374 · Cited by 75 · see citing works
Self-citationAdverse childhood experiences: A scoping review of measures and methods
Karatekin, C., Mason, S. M., Riegelman, A., Bakker, C., Hunt, S., Gresham, B. L., Corcoran, F., & Barnes, A. J. (2022) · Children and Youth Services Review · doi:10.1016/j.childyouth.2022.106425 · Cited by 78 · see citing works
Hou, H., Zhang, C., Tang, J., Wang, J., Xu, J., Zhou, Q., Yan, W., Gao, X., & Wang, W. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.800871 · Cited by 78 · see citing works
Racine, N. M., Deneault, A., Thiemann, R. F., Turgeon, J., Zhu, J., Cooke, J. E., & Madigan, S. L. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106479 · Cited by 82 · see citing works
Iob, E., Lacey, R. E., & Steptoe, A. (2020) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2020.07.045 · Cited by 69 · see citing works
“ACEs are extremely common across several countries (Bellis et al., 2014; Merrick et al., 2018), and are major psychosocial risk factors for depression, as well as for other mental and physical disorders (Hughes, 2017; Bellis, 2019).”
BackgroundOláh, B., Fekete, Z., Szabó, I. K., & Kovács-Tóth, B. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1258798 · Cited by 74 · see citing works
Bhushan, D., Kotz, K. J., McCall, J., Wirtz, S., Gilgoff, R., Dube, S. R., Powers, C., Olson-Morgan, J., Galeste, M., Patterson, K., et al. (2020) · doi:10.48019/peam8812 · Cited by 71 · see citing works
Whitaker, R. C., Dearth-Wesley, T., Herman, A. N., Block, A. E., Holderness, M. H., Waring, N. A., & Oakes, J. (2021) · BMC Public Health · doi:10.1186/s12889-021-12058-z · Cited by 65 · see citing works
“Acting on that evidence in both prevention and treatment may help reduce the large burden of depression and anxiety among females that is attributable to ACEs [43].”
BackgroundChandan, J. S., Keerthy, D., Zemedikun, D. T., Okoth, K., Gokhale, K. M., Raza, K., Bandyopadhyay, S., Taylor, J. S., & Nirantharakumar, K. (2020) · EClinicalMedicine · doi:10.1016/j.eclinm.2020.100392 · Cited by 64 · see citing works
The evolving neurobiology of early-life stress
Birnie, M. T., & Baram, T. Z. (2025) · Neuron · doi:10.1016/j.neuron.2025.02.016 · Cited by 65 · see citing works
“4,5 10 In 2019, the annual economic burden of early-life stress was estimated as $748 billion 11 and the estimate for 2023, following the COVID-19 pandemic, has been (cid:1) $14 trillion.”
Integrating and synthesizing adversity and resilience knowledge and action: The ICARE model.
Hays-Grudo, J., Morris, A. S., Beasley, L. O., Ciciolla, L. M., Shreffler, K. M., & Croff, J. M. (2021) · American Psychologist · doi:10.1037/amp0000766 · Cited by 65 · see citing works
Yu, H., Liu, X., Yang, H., Chen, R., & He, Q. (2022) · Sleep Medicine · doi:10.1016/j.sleep.2022.06.006 · Cited by 65 · see citing works
Associations between adverse childhood experiences and substance use: A meta-analysis
Zhu, J., Racine, N. M., Devereux, C., Hodgins, D. C., & Madigan, S. L. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106431 · Cited by 63 · see citing works
Poor Individual Risk Classification From Adverse Childhood Experiences Screening
Meehan, A. J., Baldwin, J. R., Lewis, S. J., MacLeod, J. G., & Danese, A. (2021) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2021.08.008 · Cited by 60 · see citing works
“, parental incarceration, mental illness, substance use), are consistently associated with elevated risk for physical and mental health conditions.(1,2) Given the global ubiquity of violence against children and broader family adversity, various regional, national, and international health bodies have advocated for ro…”
BackgroundGrummitt, L., Barrett, E., Kelly, E., & Newton, N. (2022) · Substance Abuse and Rehabilitation · doi:10.2147/sar.s341818 · Cited by 45 · see citing works
“As shown, meta-analytic estimates demonstrate an increased pooled risk associated with just one ACE for harmful alcohol use, illicit drug use, and smoking.(22,25,26,34) The strength of this association increases for those experiencing more than one ACE,(22,25,26,34) which sadly represents the majority of children who…”
BackgroundMethodGloger, S., Martínez, P., Behn, A. J., Chacón, M. V., Cottin, M., de Medina, D. D., & Vöhringer, P. A. (2021) · European Journal of Psychotraumatology · doi:10.1080/20008198.2021.1874600 · Cited by 58 · see citing works
“A recently published meta-analysis by Bellis et al. (2019) and a report from the Centers for Disease Control and Prevention (Merrick et al., 2017) have highlighted the important contribution of ACEs to depressive disorders in general, with PARs of 40 and 44.1%, respectively.”
BackgroundMethodResultInfluentialAmene, E. W., Annor, F., Gilbert, L. K., McOwen, J., Augusto, Â. D. R., Manuel, P., Nobah, M. T. V. N., & Massetti, G. M. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106353 · Cited by 60 · see citing works
“The association between ACEs and poor health outcomes throughout the lifespan have been well documented (Bellis et al., 2019; Boullier & Blair, 2018; Felitti et al., 1998; Hughes et al., 2021).”
BackgroundKovács-Tóth, B., Oláh, B., Szabó, I. K., & Fekete, Z. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1161620 · Cited by 56 · see citing works
“org (abuse, neglect, household dysfunction) contribute to the development of various mental and somatic disorders that span into or develop in adulthood (Felitti et al., 1998; Hughes et al., 2017; Bellis et al., 2019).”
BackgroundResultLiu, M., Mejía-Lancheros, C., Lachaud, J., Nisenbaum, R. A., Stergiopoulos, V., & Hwang, S. W. (2020) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2019.12.017 · Cited by 57 · see citing works
Macpherson, J. M., Gray, S. R., Ip, P., McCallum, M., Hanlon, P., Welsh, P. I., Chan, K. L., Mair, F. S., Celis-Morales, C. A., Minnis, H., et al. (2021) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2021.100224 · Cited by 56 · see citing works
“Adverse childhood experiences (ACEs) are a global problem affecting 42% of children or adolescents in Europe and 58% in North America [1].”
BackgroundWhat Oncologists Should Know About Treating Sexual and Gender Minority Patients With Cancer
Quinn, G. P., Alpert, A. B., Sutter, M. E., & Schabath, M. B. (2020) · JCO Oncology Practice · doi:10.1200/op.20.00036 · Cited by 56 · see citing works
Child protection training for professionals to improve reporting of child abuse and neglect
Walsh, K., Eggins, E., Hine, L., Mathews, B., Kenny, M. C., Howard, S., Ayling, N. J., Dallaston, E., Pink, E., & Vagenas, D. (2022) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011775.pub2 · Cited by 65 · see citing works
Hanlon, P., McCallum, M., Jani, B., McQueenie, R., Lee, D., & Mair, F. S. (2020) · Journal of Comorbidity · doi:10.1177/2235042x10944344 · Cited by 54 · see citing works
Iob, E., Baldwin, J. R., Plomin, R. J., & Steptoe, A. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01538-w · Cited by 53 · see citing works
Boehm, J. K. (2021) · Social and Personality Psychology Compass · doi:10.1111/spc3.12599 · Cited by 56 · see citing works
“This parallels interest in adverse childhood experiences (Appleton, Holdsworth, et al., 2017; Bellis et al., 2019; Hughes et al., 2017) but asks not whether traumatic life experiences are detrimental to health, but rather whether protective factors such as well‐being can promote health.”
BackgroundChandan, J. S., Gokhale, K. M., Bradbury‐Jones, C., Nirantharakumar, K., Bandyopadhyay, S., & Taylor, J. S. (2020) · BMJ Open · doi:10.1136/bmjopen-2020-036949 · Cited by 51 · see citing works
Grummitt, L., Kelly, E., Barrett, E., Keyes, K., & Newton, N. (2021) · PLOS ONE · doi:10.1371/journal.pone.0252815 · Cited by 51 · see citing works
“This reflects a substantially increased risk of harmful substance use [2,3] and substance use disorder [4] for children exposed to childhood adversity, compared to their non-exposed peers.”
BackgroundIncreased cardiometabolic and mortality risk following childhood maltreatment in the United Kingdom
Chandan, J. S., Okoth, K., Gokhale, K. M., Bandyopadhyay, S., Taylor, J., & Nirantharakumar, K. (2020) · Journal of the American Heart Association · doi:10.1161/jaha.119.015855 · Cited by 48 · see citing works
Articulating the Trauma‐Informed Theory of Individual Health Behavior
Marks, C., Pearson, J., Zúñiga, M. L., Martin, N. K., Werb, D., & Smith, L. R. (2021) · Stress and Health · doi:10.1002/smi.3068 · Cited by 50 · see citing works
Testa, A., Jackson, D. B., Ganson, K., & Nagata, J. M. (2021) · Academic pediatrics · doi:10.1016/j.acap.2021.10.011 · Cited by 39 · see citing works
Maxwell, A.-M., McMahon, C., Huber, A., Reay, R. E., Hawkins, E., & Barnett, B. (2021) · Journal of Child and Family Studies · doi:10.1007/s10826-021-01932-4 · Cited by 49 · see citing works
The impact of traumatic childhood experiences on interoception: disregarding one’s own body
Schmitz, M., Back, S. N., Seitz, K. I., Harbrecht, N. K., Streckert, L., Schulz, A., Herpertz, S. C., & Bertsch, K. (2023) · Borderline Personality Disorder and Emotion Dysregulation · doi:10.1186/s40479-023-00212-5 · Cited by 58 · see citing works
“The groups did not differ in heart rate (H[3] = 0.”
BackgroundMian, O., Anderson, L. N., Belsky, D. W., González, A., Ma, J., Sloboda, D. M., Bowdish, D. M. E., & Verschoor, C. P. (2021) · Gerontology · doi:10.1159/000520327 · Cited by 47 · see citing works
Yang, Q., Thordardottir, E. B., Hauksdóttir, A., Aspelund, T., Jakobsdóttir, J., Halldorsdottir, T., Tómasson, G., Rúnarsdóttir, H., Daníelsdóttir, H. B., Bertone‐Johnson, E. R., et al. (2022) · BMC Medicine · doi:10.1186/s12916-022-02275-7 · Cited by 52 · see citing works
“S2 and then divided into the categories of 0, 1, 2, 3, ≥4 ACEs, as commonly done in previous studies [27].”
MethodApplying an evolutionary mismatch framework to understand disease susceptibility
Lea, A. J., Clark, A. G., Dahl, A., Devinsky, O., García, A. R., Golden, C. D. W., Kamau, J., Kraft, T. S., Lim, Y. A. L., Martins, D. J., et al. (2023) · PLoS Biology · doi:10.1371/journal.pbio.3002311 · Cited by 54 · see citing works
Adverse Childhood Experiences (ACEs)
British Psychological Society (2021) · The Child & Family Clinical Psychology Review · doi:10.53841/bpscypf.2021.1.7.28 · Cited by 50 · see citing works
Neighborhood Poverty and Adverse Childhood Experiences over the First 15 Years of Life
Maguire-Jack, K., Font, S. A., Dillard, R., Dvalishvili, D., & Barnhart, S. (2021) · International Journal on Child Maltreatment Research Policy and Practice · doi:10.1007/s42448-021-00072-y
Bhargav, M., & Swords, L. (2022) · BJPsych Open · doi:10.1192/bjo.2021.1087 · Cited by 45 · see citing works
Mei, X.-H., Li, J., Li, Z.-S., Huang, S., Li, L.-L., Huang, Y., & Liu, J. (2022) · Health & Justice · doi:10.1186/s40352-022-00198-2 · Cited by 46 · see citing works
“…been found to be associated with increased physical and mental illness through the engagement of healthrisk behaviors (Baldwin et al., 2021a; Centers for Disease Control and Prevention, 2022; Hughes et al., 2021), and has been linked to $748 billion in related health costs (Bellis et al., 2019).”
BackgroundAdverse childhood experiences and risk of diabetes: A systematic review and meta-analysis
Zhu, S., Shan, S., Liu, W., Li, S., Hou, L., Huang, X., Liu, Y., Yi, Q., Sun, W., Tang, K., et al. (2022) · Journal of Global Health · doi:10.7189/jogh.12.04082 · Cited by 50 · see citing works
Houweling, T. A. J., & Grünberger, I. (2024) · Journal of Epidemiology & Community Health · doi:10.1136/jech-2022-220162 · Cited by 46 · see citing works
“68”
Mathews, B., Pacella, R., Dunne, M. P., Scott, J. G., David Finkelhor, B., Meinck, F., Higgins, D. J., Erskine, H. E., Thomas, H. J., Haslam, D. M., et al. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-047074 · Cited by 46 · see citing works
Carozza, S., Holmes, J., & Astle, D. E. (2022) · Psychological Science · doi:10.1177/09567976221101045 · Cited by 44 · see citing works
Matjasko, J. L., Herbst, J. H., & Estefan, L. F. (2022) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2021.10.024 · Cited by 45 · see citing works
Adverse Childhood Experiences and Their Impact on Sleep in Adults
Vadukapuram, R., Shah, K. H., Ashraf, S., Srinivas, S., Elshokiry, A. B., Trivedi, C. G., Mansuri, Z., & Jain, S. B. (2022) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0000000000001480 · Cited by 42 · see citing works
“Approximately 30% of adult anxiety cases and 40% of adult depression are ACE linked (Bellis et al., 2019).”
BackgroundBellis, M., Hughes, K., Cresswell, K., & Ford, K. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-072916 · Cited by 40 · see citing works
Self-citationBussières, A., Hartvigsen, J., Ferreira, M. L., Ferreira, P. H., Hancock, M. J., Stone, L. S., Wideman, T. H., Boruff, J., & Elklit, A. (2020) · Systematic Reviews · doi:10.1186/s13643-020-01474-8 · Cited by 40 · see citing works
The association between adverse childhood experiences and young adult outcomes: A scoping study
Park, E., Lee, J., & Han, J. (2021) · Children and Youth Services Review · doi:10.1016/j.childyouth.2020.105916 · Cited by 41 · see citing works
Qu, G., Shu, L., Liu, H., Ma, S., Han, T., Zhang, H., Huang, C., Wang, J., Yang, L., & Sun, Y. (2024) · Trauma Violence & Abuse · doi:10.1177/15248380241246758 · Cited by 40 · see citing works
“To date, the impact of ACEs on human physical and psychological health development and even life-course morbidity and early mortality has aroused much concern worldwide (Bellis et al., 2019; Campbell et al., 2016; Hughes et al., 2017; Nelson et al., 2020).”
Measurement of Adverse Childhood Experiences: It Matters
Reidy, D. E., Niolon, P. H., Estefan, L. F., Kearns, M. C., D’Inverno, A. S., Marker, C. D., & Merrick, M. T. (2021) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2021.05.043 · Cited by 40 · see citing works
Bellis, M. A., Hughes, K. E., Ford, K., Madden, H. C. E., Glendinning, F., & Wood, S. K. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-053915 · Cited by 41 · see citing works
Self-citationFernandes, G., Fernandes, M., Vaidya, N., Souza, P. D., Plotnikova, E., Geddes, R., Holla, B., Sharma, E., Benegal, V., & Choudhry, V. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-044983 · Cited by 42 · see citing works
Kim, B., & Royle, M. L. (2024) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.14022 · Cited by 41 · see citing works
The social value of investing in public health across the life course: a systematic scoping review
Ashton, K., Schröder‐Bäck, P., Clemens, T., Dyakova, M., Stielke, A., & Bellis, M. A. (2020) · BMC Public Health · doi:10.1186/s12889-020-08685-7 · Cited by 39 · see citing works
“For example, it has been estimated that investing in breastfeeding has a clear positive return on investment across the life course [23].”
BackgroundSelf-citationScience, practice, and policy related to adverse childhood experiences: Framing the conversation.
Portwood, S. G., Lawler, M. J., & Roberts, M. C. (2021) · American Psychologist · doi:10.1037/amp0000809 · Cited by 39 · see citing works
de Maat, D. A., Schuurmans, I. K., Jongerling, J., Metcalf, S. A., Lucassen, N., Franken, I. H. A., Prinzie, P., & Jansen, P. W. (2021) · Child Development · doi:10.1111/cdev.13663 · Cited by 40 · see citing works
“For instance, children exposed to negative life events or parental psychopathology are at increased risk for subsequent emotional and behavioral difficulties (Bellis et al., 2019; Goodman et al., 2011).”
A Scoping Review of Trauma-Informed Curricula for Primary Care Providers
Gundacker, C., Barreto, T. W., & Phillips, J. P. (2021) · Family Medicine · doi:10.22454/fammed.2021.500263 · Cited by 39 · see citing works
Zhou, Y., Mika Kivimaki, B., Holt‐Lunstad, J., Yan, L. L., Zhang, Y., Wang, H. Z., Wang, S., & Xu, X. (2025) · EClinicalMedicine · doi:10.1016/j.eclinm.2025.103225 · Cited by 38 · see citing works
“42,47 The strengths of our study included the use of harmonised data from three nationally representative cohorts, a large pooled sample size, and the measurement of a broad range of childhood and adulthood stressful life events, which enable a comprehensive assessment of the associations with…”
Adverse childhood experiences and binge-eating disorder in early adolescents
Chu, J., Raney, J. H., Ganson, K. T., Wu, K., Rupanagunta, A., Testa, A. M., Jackson, D. B., Murray, S. B., & Nagata, J. M. (2022) · Journal of Eating Disorders · doi:10.1186/s40337-022-00682-y · Cited by 37 · see citing works
“Background Adverse childhood experiences (ACEs), defined as potentially traumatic abuse, neglect, and household challenges during childhood and adolescence, can have detrimental effects on health and wellbeing [1].”
BackgroundZhang, A., Liu, Y., Ji, J. S., & Zhao, B. (2023) · Environmental Science & Technology · doi:10.1021/acs.est.2c09730 · Cited by 37 · see citing works
- Authors
- Bellis, M. A., Hughes, K., Ford, K., Ramos Rodriguez, G., Sethi, D., & Passmore, J.
- Affiliations
- Bangor University (GB)
- World Health Organization Regional Office for Europe (DK)
- Corresponding author
- Bellis, Mark A
- Venue
- The Lancet Public Health
- Publisher
- Elsevier BV
- Published
- 2019-10
- Volume
- 4
- Issue
- 10
- Pages
- e517-e528
- ISSN
- 2468-2667 (ISSN-L)
- PMC
- PMC7098477
- OpenAlex
- W2971937136
- Cited by
- 1,032
- References
- 51
- Citations by year
- 2026: 132 · 2025: 178 · 2024: 216 · 2023: 161 · 2022: 167 · 2021: 118 · 2020: 57 · 2019: 2
- FWCI
- 13.65
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- The Lancet Public Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Bangor University Research Portal (Bangor University) (publishedVersion, other-oa)
- Liverpool John Moores University (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
- Social Sciences › Safety Research › Child Welfare and Adoption
- Social Sciences › Health › Intimate Partner and Family Violence
- Keywords
- adverse childhood experiences, life course health, population attributable fraction, disability-adjusted life years, health care costs, alcohol consumption, illicit drug use, smoking, obesity, cancer, diabetes mellitus, cardiovascular disease, respiratory diseases, anxiety, depression, health disparities
- MeSH terms
- Adult Survivors of Child Adverse Events, Adverse Childhood Experiences, Costs and Cost Analysis, Europe, Health Status, Humans, North America
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review