Early-life mental disorders and adult household income in the World Mental Health Surveys
Open accessAbstract
Background Better information on the human capital costs of early-onset mental disorders could increase sensitivity of policy makers to the value of expanding initiatives for early detection and treatment. Data are presented on one important aspect of these costs: the associations of early-onset mental disorders with adult household income.Methods Data come from the World Health Organization (WHO) World Mental Health Surveys in 11 high-income, five upper-middle income, and six low/lower-middle income countries. Information about 15 lifetime DSM-IV mental disorders as of age of completing education, retrospectively assessed with the WHO Composite International Diagnostic Interview, was used to predict current household income among respondents aged 18 to 64 (n = 37,741) controlling for level of education. Gross associations were decomposed to evaluate mediating effects through major components of household income.Results Early-onset mental disorders are associated with significantly reduced household income in high and upper-middle income countries but not low/lower-middle income countries, with associations consistently stronger among women than men. Total associations are largely due to low personal earnings (increased unemployment, decreased earnings among the employed) and spouse earnings (decreased probabilities of marriage and, if married, spouse employment and low earnings of employed spouses). Individual-level effect sizes are equivalent to 16% to 33% of median within-country household income, and population-level effect sizes are in the range 1.0% to 1.4% of gross household income.Conclusions Early mental disorders are associated with substantial decrements in income net of education at both individual and societal levels. Policy makers should take these associations into consideration in making health care research and treatment resource allocation decisions.
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In the Framingham Heart Study cohort there was a 50% increased risk of dementia over a 17-year period among those with a diagnosis of depression at baseline compared with those without that diagnosis.
“In the Framingham Heart Study cohort 194 there was a 50% increased risk of dementia over a 17-year period among those with a diagnosis of depression at baseline compared with those without that diagnosis.”
From Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022) · cites this paper as [194]
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Cites
(2005) · Springer eBooks · doi:10.1007/0-387-27255-0_9 · Cited by 20,333 · see citing works
Kessler, R. C., & Üstün, T. B. (2004) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.168 · Cited by 4,771 · see citing works
Self-citation(2004) · JAMA · doi:10.1001/jama.291.21.2581 · Cited by 3,448 · cited 1× · see citing works
“Mental disorders are highly prevalent (1) and associated with substantial impairment (2, 3).”
BackgroundChristensen, R. (1990) · Springer texts in statistics · doi:10.1007/978-1-4757-4111-7_10 · Cited by 2,941 · see citing works
(2007) · PubMed Central · Cited by 2,521 · see citing works
Generalized linear models. 2nd ed.
McCullagh, P., & Nelder, J. (1993) · Journal of the American Statistical Association · doi:10.2307/2290358 · Cited by 1,581 · see citing works
Coming to terms with the terms of risk
Kraemer, H. C. (1997) · Archives of General Psychiatry · doi:10.1001/archpsyc.1997.01830160065009 · Cited by 1,432 · see citing works
Introduction to Variance Estimation.
King, B. F., & Wolter, K. M. (1987) · Journal of the American Statistical Association · doi:10.2307/2289497 · Cited by 1,377 · see citing works
Haro, J. M., Arbabzadeh-Bouchez, S., Brugha, T. S., De Girolamo, G., Guyer, M. E., Jin, R., Lepine, J. P., Mazzi, F., Reneses, B., Vilagut, G., et al. (2006) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.196 · Cited by 1,082 · see citing works
Self-citationGreenberg, P. E., Stiglin, L. E., Finkelstein, S. N., & Berndt, E. R. (1994) · PharmacoResources · doi:10.1007/bf03289581 · Cited by 974 · see citing works
Marwaha, S., & Johnson, S. (2004) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-004-0762-4 · Cited by 927 · see citing works
Introduction to Variance Estimation
Hidiroglou, M. A., & Wolter, K. M. (1986) · Technometrics · doi:10.2307/1269086 · Cited by 820 · see citing works
Buntin, M., & Zaslavsky, A. (2004) · Journal of Health Economics · doi:10.1016/j.jhealeco.2003.10.005 · Cited by 792 · see citing works
The WHO World Mental Health Surveys: Global Perspectives on the Epidemiology of Mental Disorders
Kessler, R. C., & Üstün, T. B. (2008) · Cited by 747 · see citing works
Self-citationSocioeconomic position and major mental disorders
Muntaner, C. (2004) · Epidemiologic Reviews · doi:10.1093/epirev/mxh001 · Cited by 631 · see citing works
Dooley, D., Fielding, J., & Levi, L. (1996) · Annual Review of Public Health · doi:10.1146/annurev.pu.17.050196.002313 · Cited by 576 · see citing works
Development of lifetime comorbidity in the World Health Organization world mental health surveys
Kessler, R. C., Ormel, J., Petukhova, M., McLaughlin, K. A., Green, J. G., Russo, L. J., Stein, D. J., Zaslavsky, A. M., Aguilar-Gaxiola, S., Alonso, J., et al. (2011) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2010.180 · Cited by 508 · see citing works
Assessing the economic costs of serious mental illness
Insel, T. R. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2008.08030366 · Cited by 487 · see citing works
Kessler, R. C., Heeringa, S., Lakoma, M. D., Petukhova, M., Rupp, A. E., Schoenbaum, M., Wang, P. S., & Zaslavsky, A. M. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2008.08010126 · Cited by 486 · see citing works
Self-citationAlonso, J., Petukhova, M., Vilagut, G., Chatterji, S., Heeringa, S., Üstün, T. B., Alhamzawi, A. O., Viana, M. C., Angermeyer, M., Bromet, E., et al. (2011) · Molecular Psychiatry · doi:10.1038/mp.2010.101 · Cited by 482 · see citing works
Self-citationThe long shadow cast by childhood physical and mental problems on adult life
Goodman, A., Joyce, R., & Smith, J. P. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1016970108 · Cited by 449 · see citing works
Bartley, M. (1984) · Public Health · doi:10.1016/s0033-3506(84)80035-9 · Cited by 430 · see citing works
Wang, P. S., Simon, G. E., Avorn, J., Azocar, F., Ludman, E. J., McCulloch, J., Petukhova, M. Z., & Kessler, R. C. (2007) · JAMA · doi:10.1001/jama.298.12.1401 · Cited by 408 · see citing works
Self-citationDisability and treatment of specific mental and physical disorders across the world
Ormel, J., Petukhova, M., Chatterji, S., Aguilar-Gaxiola, S., Alonso, J., Angermeyer, M. C., Bromet, E. J., Burger, H., Demyttenaere, K., de Girolamo, G., et al. (2008) · British Journal of Psychiatry · doi:10.1192/bjp.bp.107.039107 · Cited by 389 · see citing works
Self-citationMeasuring the Non-Observed Economy: A Handbook
OECD, & Fund, I. M. (2002) · OECD eBooks · doi:10.1787/9789264175358-en · Cited by 382 · see citing works
The Good Behavior Game: A Best Practice Candidate as a Universal Behavioral Vaccine
Embry, D. D. (2002) · Clinical Child and Family Psychology Review · doi:10.1023/a:1020977107086 · Cited by 365 · see citing works
Choosing Between the Sample-Selection Model and the Multi-Part Model
Duan, N.-H., Manning, W., Morris, C., & Newhouse, J. (1984) · Journal of Business and Economic Statistics · doi:10.1080/07350015.1984.10509396 · Cited by 350 · see citing works
Fergusson, D. M., Boden, J. M., & Horwood, L. J. (2007) · British Journal of Psychiatry · doi:10.1192/bjp.bp.107.036079 · Cited by 349 · see citing works
Barlow, J., Bergman, H., Kornør, H., Wei, Y., & Bennett, C. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003680.pub3 · Cited by 268 · see citing works
Long-term economic costs of psychological problems during childhood
Smith, J. P., & Smith, G. C. (2010) · Social Science & Medicine · doi:10.1016/j.socscimed.2010.02.046 · Cited by 264 · see citing works
Burden of psychiatric disorder in young adulthood and life outcomes at age 30
Gibb, S. J., Fergusson, D. M., & Horwood, L. J. (2010) · British Journal of Psychiatry · doi:10.1192/bjp.bp.109.076570 · Cited by 240 · see citing works
Levinson, D., Lakoma, M. D., Petukhova, M., Schoenbaum, M., Zaslavsky, A. M., Angermeyer, M., Borges, G., Bruffaerts, R., de Girolamo, G., de Graaf, R., et al. (2010) · British Journal of Psychiatry · doi:10.1192/bjp.bp.109.073635 · Cited by 211 · see citing works
Self-citationPublic health methods--attributable risk as a link between causality and public health action.
Northridge, M. E. (1995) · American Journal of Public Health · doi:10.2105/ajph.85.9.1202 · Cited by 207 · see citing works
Lee, S., Tsang, A., Breslau, J., Aguilar-Gaxiola, S., Angermeyer, M., Borges, G., Bromet, E., Bruffaerts, R., de Girolamo, G., Fayyad, J., et al. (2009) · British Journal of Psychiatry · doi:10.1192/bjp.bp.108.054841 · Cited by 168 · see citing works
Self-citation(2008) · Cited by 162 · see citing works
Bayer, J. K., Hiscock, H., Scalzo, K., Mathers, M., McDonald, M., Morris, A., Birdseye, J., & Wake, M. A. (2009) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/00048670903001893 · Cited by 130 · see citing works
Marcotte, D. E., & Wilcox-Gök, V. (2001) · Social Science & Medicine · doi:10.1016/s0277-9536(00)00312-9 · Cited by 115 · see citing works
Preventing Mental Disorders in Children: A Systematic Review to Inform Policy-Making
Waddell, C., Hua, J. M., Garland, O. M., Peters, R. D., & McEwan, K. (2007) · Canadian Journal of Public Health · doi:10.1007/bf03403706 · Cited by 112 · see citing works
McMillan, K. A., Enns, M. W., Asmundson, G. J. G., & Sareen, J. (2010) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.08m04986gry · Cited by 107 · see citing works
The World Health Organization World Mental Health Survey Initiative
Kessler, R. C., Haro, J. M., Heeringa, S. G., Pennell, B.-E., & Bedirhan Üstün, T. (2006) · Epidemiologia e Psichiatria Sociale · doi:10.1017/s1121189x00004395 · Cited by 86 · see citing works
Self-citation(2008) · Cited by 85 · see citing works
Barlow, J., & Parsons, J. (2003) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003680 · Cited by 84 · see citing works
Modeling the Impact of Enhanced Depression Treatment on Workplace Functioning and Costs
Sasso, A. T. L., ROST, K. M., & Beck, A. L. (2006) · Medical Care · doi:10.1097/01.mlr.0000204049.30620.1e · Cited by 77 · see citing works
Common mental disorders, unemployment and welfare benefits in England
Ford, E., Clark, C., McManus, S., Harris, J., Jenkins, R., Bebbington, P., Brugha, T., Meltzer, H., & Stansfeld, S. A. (2010) · Public Health · doi:10.1016/j.puhe.2010.08.019 · Cited by 73 · see citing works
The health consequences of economic recessions
Jones, L. (1991) · Journal of Health & Social Policy · doi:10.1300/j045v03n02_01 · Cited by 20 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [13]Currie J Stabile M Mental health in childhood and human capital 2007 National Bureau of Economic Research Cambridge, MA NBER Working Paper 13217
Cited by
Sorted by citations
The Epidemiology of Depression Across Cultures
Kessler, R. C., & Bromet, E. J. (2013) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031912-114409 · Cited by 2,657 · see citing works
Self-citationGlobal prevalence of anxiety disorders: a systematic review and meta-regression
Baxter, A. J., Scott, K. M., Vos, T., & Whiteford, H. A. (2013) · Psychological Medicine · doi:10.1017/s003329171200147x · Cited by 1,537 · see citing works
Time for united action on depression: a Lancet–World Psychiatric Association Commission
Herrman, H., Patel, V., Kieling, C., Berk, M., Buchweitz, C., Cuijpers, P., Furukawa, T. A., Kessler, R. C., Kohrt, B. A., Maj, M., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(21)02141-3 · Cited by 1,104 · see citing works
Self-citationKessler, R. C. (2012) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2011.11.005 · Cited by 871 · see citing works
Self-citationObesity and anxiety symptoms: a systematic review and meta-analysis
Amiri, S., & Behnezhad, S. (2019) · neuropsychiatrie · doi:10.1007/s40211-019-0302-9 · Cited by 265 · see citing works
Male representation in randomized clinical trials of mindfulness-based therapies
Bodenlos, J. S., Strang, K., Gray-Bauer, R., Faherty, A., & Ashdown, B. K. (2017) · Mindfulness · doi:10.1007/s12671-016-0646-1 · Cited by 48 · see citing works
Godara, M., Rademacher, J., Hecht, M., Silveira, S., Voelkle, M. C., & Singer, T. (2023) · Healthcare · doi:10.3390/healthcare11091305 · Cited by 11 · see citing works
“…[7,13,15,26,38,39]. status, For example, demographic factors such as sex, age, employment status, education and income levels, and trait characteristics such as neuroticism and pessimism have consistently emerged as key predictors of mental health both before and during the pandemic [40–43].”
BackgroundEffects of early-life stress on fear memory in the developing rat
Richardson, R., Cowan, C. S., Callaghan, B. L., & Kan, J. M. (2016) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2015.10.003 · Cited by 10 · see citing works
- Authors
- Kawakami, N., Abdulghani, E. A., Alonso, J., Bromet, E. J., Bruffaerts, R., Caldas-de-Almeida, J. M., Chiu, W. T., de Girolamo, G., de Graaf, R., Fayyad, J., Ferry, F., Florescu, S., Gureje, O., Hu, C., Lakoma, M. D., LeBlanc, W., Lee, S., Levinson, D., Malhotra, S., Matschinger, H., Medina-Mora, M. E., Nakamura, Y., Oakley Browne, M. A., Okoliyski, M., Posada-Villa, J., Sampson, N. A., Viana, M. C., & Kessler, R. C.
- Affiliations
- The University of Tokyo (JP)
- Ministry of Health (IQ)
- Universitat Pompeu Fabra (ES)
- Stony Brook University (US)
- KU Leuven (BE)
- Harvard University (US)
- Institute for Development, Research, Advocacy and Applied Care (LB)
- University of Ulster (GB)
- National School of Public Health, Management and Professional Development (RO)
- University of Ibadan (NG)
- Harvard Pilgrim Health Care (US)
- Chinese University of Hong Kong (HK)
- Israel Ministry of Health (IL)
- Post Graduate Institute of Medical Education and Research (IN)
- Leipzig University (DE)
- Jichi Medical University (JP)
- Corresponding author
- Kessler, Ronald C.
- ORCID
- Venue
- Biological Psychiatry
- Publisher
- Elsevier BV
- Published
- 2012-08
- Volume
- 72
- Issue
- 3
- Pages
- 228-237
- ISSN
- 0006-3223 (ISSN-L)
- PMC
- PMC3402018
- OpenAlex
- W2087594701
- Cited by
- 134
- References
- 45
- Citations by year
- 2026: 3 · 2025: 2 · 2024: 4 · 2023: 8 · 2022: 9 · 2021: 13 · 2020: 10 · 2019: 5 · 2018: 5 · 2017: 44 · 2016: 3 · 2015: 3 · 2014: 9 · 2013: 10 · 2012: 4
- FWCI
- 12.51
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Biological Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
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- RECERCAT (Consorci de Serveis Universitaris de Catalunya) (acceptedVersion, other-oa)
- eCite Digital Repository (University of Tasmania) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Repositori digital de la UPF (Universitat Pompeu Fabra) (submittedVersion)
- Funders
- U.S. Public Health Service (R01 DA016558, R01-MH069864, R13-MH066849)
- University of Michigan
- Pfizer Foundation
- Ministry of Health
- Pan American Health Organization
- Fundação Champalimaud
- John D. and Catherine T. MacArthur Foundation
- John W. Alden Trust (4102-21119001)
- Bristol-Myers Squibb
- Jawaharlal Institute Of Postgraduate Medical Education and Research
- GlaxoSmithKline
- Regione Piemonte
- Novartis
- Departament de Salut, Generalitat de Catalunya (CB06/02/0046, RETICS RD06/0011 REM-TAP)
- World Health Organization
- Ministerio de Ciencia y Tecnología (SAF 2000 158-CE)
- Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz
- National Institute on Drug Abuse
- National Institute of Mental Health (R01-MH059575, R01MH070884)
- Ministry of Health, Labour and Welfare
- Substance Abuse and Mental Health Services Administration
- Shire
- Fogarty International Center (FIRCA R03-TW006481)
- Ministry of Public Health
- Robert Wood Johnson Foundation (044708)
- Instituto de Salud Carlos III (FIS 00/0028)
- National Insurance Institute of Israel (H13-SHOGAI-023, H14-TOKUBETSU-026, H16-KOKORO-013)
- European Commission (EAHC 20081308, QLG5-1999-01042)
- Health Research Council of New Zealand
- Ministry of Education, Culture, Sports, Science and Technology
- Fundação para a Ciência e a Tecnologia
- Consejo Nacional de Ciencia y Tecnología (CONACyT-G30544- H)
- Ministry of Health, New Zealand
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Health Professions › General Health Professions › Employment and Welfare Studies
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Keywords
- early-onset mental disorders, household income, economic burden of mental illness, human capital costs, unemployment, earnings, spousal earnings, marriage, gender differences, income decomposition, income inequality, low- and middle-income countries
- MeSH terms
- Adolescent, Psychology, Adolescent, Adult, Mental Disorders, Developing Countries, Educational Status, Employment, Female, Health Surveys, Humans, Income, Male, Mental Health, Middle Aged, Models, Psychological, Population, Socioeconomic Factors, Unemployment, World Health Organization, Age of Onset, Risk Assessment, Diagnostic and Statistical Manual of Mental Disorders, Young Adult
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