The social consequences of psychiatric disorders, III: probability of marital stability
Abstract
OBJECTIVE: The associations of prior DSM-III-R disorders with probability and timing of subsequent divorce were examined. METHOD: The data came from the part II subsample (N=5,877) of the National Comorbidity Survey. The respondents completed a structured diagnostic interview that retrospectively dated age at onset of each of 14 lifetime DSM-III-R disorders and recorded ages at first marriage and divorce. These data were used to estimate survival models describing the relationships between prior disorders and subsequent divorce. In addition, simulations were used to estimate the number of years spent out of marriage because of these causal relationships in the total U.S. population. RESULTS: Prior psychiatric disorders were associated with a substantially higher risk of divorce. The simulations suggested that the effects of these associations in the U.S. population in the survey's age range are approximately 23 million lost years of marriage among men and 48 million lost years of marriage among women. CONCLUSIONS: Psychiatric disorders have a number of adverse consequences for those who suffer from them and for their families and communities. The results reported here suggest that an increase in the number of people who divorce and a decrease in the number of years of marriage in the population may be among them. The debate over whether society can afford to provide universal treatment for psychiatric disorders needs to take these costs into consideration.
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Pre-marital history of mental disorders predicts divorce, with associations quite similar for husbands and wives across all countries, and major depressive disorder is among the most important disorders in this regard.
“A separate set of studies has shown that pre-marital history of mental disorders predicts divorce,30, 31 again with associations quite similar for husbands and wives across all countries and MDD among the most important disorders in this regard.27”
From The Costs of Depression (2012) · cites this paper as [31]
Cites
Kessler, R. C. (1994) · Archives of General Psychiatry · doi:10.1001/archpsyc.1994.03950010008002 · Cited by 12,370 · see citing works
Self-citationPosttraumatic Stress Disorder in the National Comorbidity Survey
Kessler, R. C. (1995) · Archives of General Psychiatry · doi:10.1001/archpsyc.1995.03950240066012 · Cited by 10,379 · see citing works
Self-citationThe Structured Clinical Interview for DSM-III-R (SCID): I: History, Rationale, and Description
Spitzer, R. L. (1992) · Archives of General Psychiatry · doi:10.1001/archpsyc.1992.01820080032005 · Cited by 4,336 · see citing works
Event History Analysis : Regression for Longitudinal Event Data
Allison, P. (1984) · Sage eBooks · doi:10.4135/9781412984195 · Cited by 2,883 · see citing works
The functioning and well-being of depressed patients. Results from the Medical Outcomes Study
Wells, K. B. (1989) · JAMA · doi:10.1001/jama.262.7.914 · Cited by 2,826 · see citing works
Wittchen, H.-U. (1994) · Journal of Psychiatric Research · doi:10.1016/0022-3956(94)90036-1 · Cited by 2,348 · see citing works
Social consequences of psychiatric disorders, I: Educational attainment
(1995) · American Journal of Psychiatry · doi:10.1176/ajp.152.7.1026 · Cited by 1,370 · see citing works
A computer program for comparing K samples with right-censored data
Lee, E. T., & Desu, M. M. (1972) · Computer Programs in Biomedicine · doi:10.1016/0010-468x(72)90019-0 · Cited by 715 · see citing works
Marital disruption as a stressor: A review and analysis.
Bloom, B. L., Asher, S. J., & White, S. W. (1978) · Psychological Bulletin · doi:10.1037/0033-2909.85.4.867 · Cited by 598 · see citing works
Kessler, R. C., Wittchen, H., Abelson, J. M., Mcgonagle, K., Schwarz, N., Kendler, K. S., Knäuper, B., & Zhao, S. (1998) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.33 · Cited by 483 · see citing works
Self-citationThe Impact of Psychiatric Disorders on Labor Market Outcomes
Ettner, S. L., Frank, R. G., & Kessler, R. C. (1997) · Industrial and Labor Relations Review · doi:10.1177/001979399705100105 · Cited by 404 · see citing works
Self-citationSocial consequences of psychiatric disorders, II: Teenage parenthood
(1997) · American Journal of Psychiatry · doi:10.1176/ajp.154.10.1405 · Cited by 314 · see citing works
Self-citationMarital Status and Psychiatric Disorders Among Blacks and Whites
Williams, D. R., Takeuchi, D. T., & Adair, R. K. (1992) · Journal of Health and Social Behavior · doi:10.2307/2137252 · Cited by 229 · see citing works
Estimates of economic costs of alcohol and drug abuse and mental illness, 1985 and 1988.
Rice, D. P., Kelman, S., & Miller, L. S. (1991) · PubMed · Cited by 226 · see citing works
Age at Marriage and Marital Instability
BOOTH, A. R., & Edwards, J. N. (1985) · Journal of Marriage and the Family · doi:10.2307/352069 · Cited by 225 · see citing works
The Order of Events in the Transition to Adulthood
Marini, M. M. (1984) · Sociology of Education · doi:10.2307/2112630 · Cited by 190 · see citing works
Keith, V. M., & Finlay, B. (1988) · Journal of Marriage and the Family · doi:10.2307/352648 · Cited by 187 · see citing works
Marital Disruption: Structual and Temporal Dimensions
Morgan, S. P., & Rindfuss, R. R. (1985) · American Journal of Sociology · doi:10.1086/228176 · Cited by 185 · see citing works
The influence of parental resources on the timing of the transition to marriage
Axinn, W. G., & Thornton, A. (1992) · Social Science Research · doi:10.1016/0049-089x(92)90008-5 · Cited by 183 · see citing works
Balanced Repeated Replications for Standard Errors
Kish, L., & Frankel, M. R. (1970) · Journal of the American Statistical Association · doi:10.1080/01621459.1970.10481145 · Cited by 183 · see citing works
Sex, Marital Status and Suicide
Gove, W. R. (1972) · Journal of Health and Social Behavior · doi:10.2307/2136902 · Cited by 161 · see citing works
The Impact of Psychiatric Disorders on Labor Market Outcomes
Ettner, S. L., Frank, R. G., & Kessler, R. C. (1997) · Industrial and Labor Relations Review · doi:10.2307/2525035 · Cited by 156 · see citing works
Self-citationThe effects of psychiatric disorders on the probability and timing of first marriage
Forthofer, M. S., Kessler, R. C., Story, A. L., & Gotlib, I. H. (1996) · Journal of Health and Social Behavior · doi:10.2307/2137268 · Cited by 130 · see citing works
Self-citationEmotional disability days: prevalence and predictors.
Kouzis, A. C., & Eaton, W. W. (1994) · American Journal of Public Health · doi:10.2105/ajph.84.8.1304 · Cited by 121 · see citing works
Frank, R. G., & McGuire, T. G. (1986) · PubMed · Cited by 90 · see citing works
Reevaluation of Secular Trends in Depression Rates
Simon, G. E., & VonKorff, M. (1992) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a116252 · Cited by 87 · see citing works
Family Costs Associated With Severe Mental Illness and Substance Use
Clark, R. E. (1994) · Psychiatric Services · doi:10.1176/ps.45.8.808 · Cited by 76 · see citing works
Teti, D. M., & Lamb, M. E. (1989) · Journal of Marriage and the Family · doi:10.2307/352381 · Cited by 70 · see citing works
Heaton, T. B., Albrecht, S. L., & Martin, T. K. (1985) · Journal of Marriage and the Family · doi:10.2307/352264 · Cited by 63 · see citing works
Early-Onset Psychiatric Disorders and Male Socioeconomic Status
Jayakody, R., Danziger, S. H., & Kessler, R. C. (1998) · Social Science Research · doi:10.1006/ssre.1997.0616 · Cited by 59 · see citing works
Self-citationMarital adjustment in major depression
Merikangas, K. R., Prusoff, B. A., Kupfer, D. J., & Frank, E. (1985) · Journal of Affective Disorders · doi:10.1016/0165-0327(85)90003-5 · Cited by 57 · see citing works
Gotlib, I. H., & McCabe, S. B. (1990) · Cited by 36 · see citing works
Types of Marital Intimacy and Prevalence of Emotional Illness
Waring, E. M., Patton, D., Neson, C. A., et al. (1986) · The Canadian Journal of Psychiatry · doi:10.1177/070674378603100805 · Cited by 33 · see citing works
Social Dysfunction and Mental Illness in a Community Sample
Thompson, A. H., & Bland, R. C. (1995) · The Canadian Journal of Psychiatry · doi:10.1177/070674379504000106 · Cited by 30 · see citing works
Marital disruption as a stressor: A review and analysis.
Bloom, B. L., Asher, S. J., & White, S. W. (1978) · Psychological Bulletin · doi:10.1037//0033-2909.85.4.867 · Cited by 27 · see citing works
Mental Health Services in the Context of Health Insurance Reform
Mechanic, D. (1993) · Milbank Quarterly · doi:10.2307/3350406 · Cited by 26 · see citing works
Teti, D. M., Lamb, M. E., & Elster, A. B. (1987) · Journal of Marriage and the Family · doi:10.2307/352195 · Cited by 25 · see citing works
The Influence of Divorce Prediction Variables on Divorce Adjustment:
Green, R. G. (1983) · Journal of Divorce · doi:10.1300/j279v07n01_06 · Cited by 22 · see citing works
Mental health and marital stability
Frank, R. G., & Gertler, P. (1991) · International Journal of Law and Psychiatry · doi:10.1016/0160-2527(91)90016-g · Cited by 12 · see citing works
Mental Health Services Under a U.S. National Health Insurance Plan
Weil, T. P. (1991) · Psychiatric Services · doi:10.1176/ps.42.7.695 · Cited by 6 · see citing works
Who Will Pay for Health Reform? Consequences of Redistribution of Funding for Mental Health Care
Frank, R. G., Goldman, H. H., & McGuire, T. G. (1994) · Psychiatric Services · doi:10.1176/ps.45.9.906 · Cited by 2 · see citing works
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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-citationMental health problems and help-seeking behavior among college students
Hunt, J., & Eisenberg, D. (2010) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2009.08.008 · Cited by 1,949 · see citing works
The global burden of mental disorders: An update from the WHO World Mental Health (WMH) surveys
Kessler, R. C., Aguilar-Gaxiola, S., Alonso, J., Chatterji, S., Lee, S., Ormel, J., Üstün, T. B., & Wang, P. S. (2009) · Epidemiologia e Psichiatria Sociale · doi:10.1017/s1121189x00001421 · Cited by 1,895 · see citing works
Self-citationPrevalence and correlates of depression, anxiety, and suicidality among university students
Eisenberg, D., Gollust, S. E., Golberstein, E., & Hefner, J. L. (2007) · American Journal of Orthopsychiatry · doi:10.1037/0002-9432.77.4.534 · Cited by 1,592 · see citing works
Wang, P. S., Berglund, P., Olfson, M., Pincus, H. A., Wells, K. B., & Kessler, R. C. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.603 · Cited by 1,325 · see citing works
Self-citationStigma and Help Seeking for Mental Health Among College Students
Eisenberg, D., Downs, M. F., Golberstein, E., & Zivin, K. (2009) · Medical Care Research and Review · doi:10.1177/1077558709335173 · Cited by 1,193 · see citing works
Mood disorders in children and adolescents: an epidemiologic perspective
Kessler, R. C., Avenevoli, S., & Ries Merikangas, K. (2001) · Biological Psychiatry · doi:10.1016/s0006-3223(01)01129-5 · Cited by 1,181 · see citing works
Self-citationHelp-Seeking and Access to Mental Health Care in a University Student Population
Eisenberg, D., Golberstein, E., & Gollust, S. E. (2007) · Medical Care · doi:10.1097/mlr.0b013e31803bb4c1 · Cited by 1,131 · see citing works
Andrade, L., Caraveo‐anduaga, J. J., Berglund, P., Bijl, R. V., Graaf, R. D., Vollebergh, W., Dragomirecka, E., Kohn, R., Keller, M., Kessler, R. C., et al. (2003) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.138 · Cited by 1,068 · 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-citationSocial support and mental health among college students.
Hefner, J., & Eisenberg, D. (2009) · American Journal of Orthopsychiatry · doi:10.1037/a0016918 · Cited by 810 · see citing works
Mental Health Service Utilization Among College Students in the United States
Eisenberg, D., Hunt, J., Speer, N., & Zivin, K. (2011) · Journal of Nervous & Mental Disease · doi:10.1097/nmd.0b013e3182175123 · Cited by 633 · 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-citationEisenberg, D., Hunt, J., & Speer, N. (2012) · Harvard Review of Psychiatry · doi:10.3109/10673229.2012.712839 · Cited by 365 · see citing works
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Papakostas, G. I., Petersen, T., Mahal, Y., Mischoulon, D., Nierenberg, A. A., & Fava, M. (2004) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2003.07.004 · Cited by 331 · see citing works
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Delays in Initial Treatment Contact after First Onset of a Mental Disorder
Wang, P. S., Berglund, P. A., Olfson, M., & Kessler, R. C. (2004) · Health Services Research · doi:10.1111/j.1475-6773.2004.00234.x · Cited by 249 · see citing works
Self-citationLife events in bipolar disorder: Towards more specific models
Johnson, S. L. (2005) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.06.004 · Cited by 214 · see citing works
Reinares, M., Colom, F., Sánchez‐Moreno, J., Torrent, C., Martínez‐Arán, A., Comes, M., Goikolea, J. M., Benabarre, A., Salamero, M., & Vieta, E. (2008) · Bipolar Disorders · doi:10.1111/j.1399-5618.2008.00588.x · Cited by 201 · see citing works
A multinational study of mental disorders, marriage, and divorce
Breslau, J., Miller, E., Jin, R., Sampson, N. A., Alonso, J., Andrade, L. H., Bromet, E. J., de Girolamo, G., Demyttenaere, K., Fayyad, J., et al. (2011) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2011.01712.x · Cited by 198 · see citing works
Self-citationChildhood origins of adult health: a basis for life-course health policy
Forrest, C. B., & Riley, A. W. (2004) · Health Affairs · doi:10.1377/hlthaff.23.5.155 · Cited by 194 · see citing works
Advances in human oxytocin measurement: challenges and proposed solutions
Tabak, B. A., Leng, G., Szeto, A., Parker, K. J., Verbalis, J. G., Ziegler, T. E., Lee, M. R., Neumann, I. D., & Mendez, A. J. (2023) · Molecular Psychiatry · doi:10.1038/s41380-022-01719-z · Cited by 170 · see citing works
Effectiveness of psychoeducation for depression: A systematic review
Tursi, M. F. D. S., Baes, C. V. W., Camacho, F. R. D. B., Tofoli, S. M. D. C., & Juruena, M. F. (2013) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867413491154 · Cited by 173 · see citing works
Zuccoli, G. S., Saia-Cereda, V. M., Nascimento, J. M., & Martins-de-Souza, D. (2017) · Frontiers in Neuroscience · doi:10.3389/fnins.2017.00493 · Cited by 157 · see citing works
The economic burden of depression in the US: societal and patient perspectives
Greenberg, P. E., & Birnbaum, H. G. (2005) · Expert Opinion on Pharmacotherapy · doi:10.1517/14656566.6.3.369 · Cited by 166 · see citing works
McKenzie, M., Olsson, C. A., Jorm, A. F., Romaniuk, H., & Patton, G. C. (2010) · Addiction · doi:10.1111/j.1360-0443.2010.03002.x · Cited by 161 · see citing works
Blanco, C., Okuda, M., Markowitz, J. C., Liu, S.-M., Grant, B. F., & Hasin, D. S. (2010) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.09m05663gry · Cited by 144 · see citing works
The effects of news stories on the stigma of mental illness
Corrigan, P. W., Powell, K. J., & Michaels, P. J. (2013) · Journal of Nervous & Mental Disease · doi:10.1097/nmd.0b013e3182848c24 · Cited by 140 · see citing works
Factors that differentiate early vs. later onset of major depression disorder
Zisook, S., John Rush, A., Albala, A., Alpert, J., Balasubramani, G. K., Fava, M., Husain, M., Sackeim, H., Trivedi, M., & Wisniewski, S. (2004) · Psychiatry Research · doi:10.1016/j.psychres.2004.07.004 · Cited by 140 · see citing works
Unmet need for services and interventions among adolescents with mental disorders
Wang, P. S., Sherrill, J., & Vitiello, B. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.1.1 · Cited by 123 · see citing works
Fortney, J. C., Curran, G. M., Hunt, J. B., Cheney, A. M., Lu, L., Valenstein, M., & Eisenberg, D. (2016) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2015.09.007 · Cited by 119 · see citing works
The structure of common and uncommon mental disorders
Forbush, K. T., & Watson, D. (2013) · Psychological Medicine · doi:10.1017/s0033291712001092 · Cited by 109 · see citing works
Long-term psychosocial sequelae of stillbirth: phase II of a nested case-control cohort study
Turton, P., Evans, C., & Hughes, P. (2009) · Archives of Women's Mental Health · doi:10.1007/s00737-008-0040-7 · Cited by 105 · see citing works
Mojtabai, R., & Crum, R. M. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2012.06.012 · Cited by 102 · see citing works
Sontag-Padilla, L., Dunbar, M. S., Ye, F., Kase, C., Fein, R., Abelson, S., Seelam, R., & Stein, B. D. (2018) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2018.03.019 · Cited by 97 · see citing works
Zinbarg, R. E., Eun Lee, J., & Lira Yoon, K. (2007) · Behaviour Research and Therapy · doi:10.1016/j.brat.2006.06.005 · Cited by 95 · see citing works
Butterworth, P., & Rodgers, B. (2008) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-008-0366-5 · Cited by 69 · see citing works
Treatment gap in common mental disorders: the Singapore perspective
Chong, S. A., Abdin, E., Sherbourne, C., Vaingankar, J., Heng, D., Yap, M., & Subramaniam, M. (2012) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796011000771 · Cited by 71 · see citing works
Røsand, G.-M. B., Slinning, K., Røysamb, E., & Tambs, K. (2014) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-013-0681-3 · Cited by 68 · see citing works
Positive mental health and mental health stigma: A qualitative study assessing student attitudes
Vidourek, R. A., & Burbage, M. (2019) · Mental Health & Prevention · doi:10.1016/j.mhp.2018.11.006 · Cited by 67 · see citing works
Green, A. C., Hunt, C., & Stain, H. J. (2012) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-011-0453-x · Cited by 53 · see citing works
Grote, N. K., Simon, G. E., Russo, J., Lohr, M. J., Carson, K., & Katon, W. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201600411 · Cited by 39 · see citing works
Basta, M., Micheli, K., Koutra, K., Fountoulaki, M., Dafermos, V., Drakaki, M., Faloutsos, K., Soumaki, E., Anagnostopoulos, D., Papadakis, N., et al. (2022) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2022.100334 · Cited by 38 · see citing works
Newman, M. G., Kanuri, N., Rackoff, G. N., Jacobson, N. C., Bell, M. J., & Taylor, C. B. (2021) · Psychotherapy · doi:10.1037/pst0000383 · Cited by 34 · see citing works
Poverty and adolescent depressive symptoms.
Butler, A. C. (2014) · American Journal of Orthopsychiatry · doi:10.1037/h0098735 · Cited by 26 · see citing works
Pérez de la Mora, M., Borroto-Escuela, D. O., Crespo-Ramírez, M., Rejón-Orantes, J. D. C., Palacios-Lagunas, D. A., Martínez-Mata, M. K., Sánchez-Luna, D., Tesoro-Cruz, E., & Fuxe, K. (2022) · Cells · doi:10.3390/cells11111826 · Cited by 21 · see citing works
Testing the social competition hypothesis of depression using a simple economic game
Kupferberg, A., Hager, O. M., Fischbacher, U., Brändle, L. S., Haynes, M., & Hasler, G. (2016) · BJPsych Open · doi:10.1192/bjpo.bp.115.001362 · Cited by 20 · see citing works
White, J., Joice, A., Petrie, S., Johnston, S., Gilroy, D., Hutton, P., & Hynes, N. (2008) · Journal of Public Mental Health · doi:10.1108/17465729200800007 · Cited by 8 · see citing works
- Authors
- Kessler, R. C., Walters, E. E., & Forthofer, M. S.
- Affiliations
- Harvard University (US)
- Venue
- American Journal of Psychiatry
- Published
- 1998-08-01
- Volume
- 155
- Issue
- 8
- Pages
- 1092-1096
- ISSN
- 0002-953X (ISSN-L)
- 1535-7228
- OpenAlex
- W2053110941
- Cited by
- 518
- References
- 41
- Citations by year
- 2026: 5 · 2025: 9 · 2024: 11 · 2023: 23 · 2022: 26 · 2021: 17 · 2020: 16 · 2019: 17 · 2018: 22 · 2017: 32 · 2016: 19 · 2015: 28 · 2014: 22 · 2013: 28 · 2012: 25
- FWCI
- 20.06
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Journal of Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (5r01mh052861-04)
- National Institute of Mental Health (MH52861, R01MH046376, MH-49098, MH 46376, R01MH049098)
- National Institute on Drug Abuse
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Demography › Family Dynamics and Relationships
- Social Sciences › Sociology and Political Science › Marriage and Family Dynamics
- Keywords
- mental illness, divorce, marital stability, age at marriage, social consequences of mental illness, National Comorbidity Survey
- MeSH terms
- Adolescent, Adult, Age Factors, Mental Disorders, Divorce, Female, Humans, Male, Marriage, Middle Aged, Probability, Psychiatric Status Rating Scales, Retrospective Studies, Risk Factors, Single Person, Time Factors, United States, Comorbidity, Confidence Intervals, Odds Ratio, Survival Analysis, Health Care Costs, Age of Onset, Universal Health Insurance
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