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Vaingankar JA, Chong SA, Abdin E, Shafie S, Chua BY, Shahwan S, Verma S, Subramaniam M. Early age of onset of mood, anxiety and alcohol use disorders is associated with sociodemographic characteristics and health outcomes in adults: results from a cross-sectional national survey. Soc Psychiatry Psychiatr Epidemiol 2021; 56:1835-1846. [PMID: 33791821 DOI: 10.1007/s00127-021-02070-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 03/10/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE This cross-sectional study investigated distribution, sociodemographic correlates, and health outcomes in early versus late age of onset (AOO) of mood, anxiety, and alcohol use disorders in Singapore. METHODS The Composite International Diagnostic Interview established lifetime diagnoses of major depressive, bipolar, generalized anxiety, obsessive compulsive and alcohol use disorders in a representative sample of residents aged 18 years and over (n = 6126). The AOO of the individual and any mental disorders were classified into early and late onset using median values as cut-offs. Data included socio-demographic and health background, health utility score, and productivity losses. Multivariable logistic regression analysis was conducted to assess sociodemographic correlates of early versus late AOO of any mental disorder while linear regression analysis investigated the associations between AOO of individual disorders with health utility score and productivity loss. RESULTS Respondents' mean (SD) age was 45.6 (16.5) years, comprising 50.5% women and majority of Chinese ethnicity (75.8%). The median AOO for any of the five studied disorders was 21 years (IQR: 15-29). Lowest AOO was observed for obsessive compulsive disorder (Median: 14, IQR: 11-26). Those aged 35 years and over (versus 18-34) were less likely to have earlier AOO [35-49 years (OR: 0.287; 95% CI: 0.154-0.534); 50-64 years (OR:0.156; 95% CI: 0.068-0.361) and 65 and over (OR:0.112; 95% CI:0.027-0.461)], while Malay ethnicity (versus Chinese) (OR: 2.319; 95% CI: 1.384-3.885) and being never married (versus married) (OR: 2.731; 95% CI: 1.493-4.993) were more likely to have early AOO for any mental disorder. Sample with early (versus late) AOO had a lower health utility score (β = - 0.06,95% CI: - 0.08 to - 0.03) and higher number of days cut down on the type of work (β = 1.61,95% CI: 0.12-3.10) in those with any mental disorders. CONCLUSION This study showed that half of the adults with mood, anxiety or alcohol use disorders in Singapore experienced their illness onset by 21 years of age. Early AOO is associated with sociodemographic background and poor health outcomes. Prevention, early detection, and interventions to improve health outcomes in mental disorders should consider the sociodemographic profile and age at first onset of symptoms in the population.
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Affiliation(s)
- Janhavi Ajit Vaingankar
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore.
| | - Siow Ann Chong
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore
| | - Edimansyah Abdin
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore
| | - Saleha Shafie
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore
| | - Boon Yiang Chua
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore
| | - Shazana Shahwan
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore
| | - Swapna Verma
- Department of Psychosis, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore.,Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore
| | - Mythily Subramaniam
- Research Division, Institute of Mental Health, 10 Buangkok View, Singapore, 539747, Singapore
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Alegria M, Shrout PE, Canino G, Alvarez K, Wang Y, Bird H, Markle SL, Ramos-Olazagasti M, Rivera DV, Cook BL, Musa GJ, Falgas-Bague I, NeMoyer A, Dominique G, Duarte C. The effect of minority status and social context on the development of depression and anxiety: a longitudinal study of Puerto Rican descent youth. World Psychiatry 2019; 18:298-307. [PMID: 31496076 PMCID: PMC6732673 DOI: 10.1002/wps.20671] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Few longitudinal studies have explored to date whether minority status in disadvantaged neighborhoods conveys risk for negative mental health outcomes, and the mechanisms possibly leading to such risk. We investigated how minority status influences four developmental mental health outcomes in an ethnically homogeneous sample of Puerto Rican youth. We tested models of risk for major depressive disorder (MDD) and generalized anxiety disorder (GAD), depressive and anxiety symptoms (DAS), and psychological distress, as Puerto Rican youth (aged 5-13 years) transitioned to early adulthood (15-29 years) in two sites, one where they grew up as a majority (the island of Puerto Rico), and another where they were part of a minority group (South Bronx, New York). At baseline, a stratified sample of 2,491 Puerto Rican youth participated from the two sites. After baseline assessment (Wave 1), each youth participant and one caregiver were assessed annually for two years, for a total of three time points (Waves 1-3). From April 2013 to August 2017, participants were contacted for a Wave 4 interview, and a total of 2,004 young people aged 15 to 29 years participated in the assessment (response rate adjusted for eligibility = 82.8%). Using a quasi-experimental design, we assessed impacts of minority status on MDD, GAD, DAS and psychological distress. Via mediation analyses, we explored potential mechanisms underlying the observed relationships. Data from 1,863 Puerto Rican youth (after exclusion of those with MDD or GAD during Waves 1-3) indicated links between minority status and higher rates of lifetime and past-year GAD, DAS and past 30-day psychological distress at Wave 4, and a marginal trend for MDD, even after adjustments. Childhood social support and peer relationships partially explained the differences, as did intercultural conflict, neighborhood discrimination, and unfair treatment in young adulthood. The experience of growing up as a minority, as defined by context, seemingly elevates psychiatric risks, with differences in social relationships and increased social stress as mediators of this relationship. Our findings suggest that interventions at the neighborhood context rather than at the individual level might be important levers to reduce risks for the development of mood disorders in minority youth.
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Affiliation(s)
- Margarita Alegria
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Patrick E Shrout
- Department of Psychology, New York University, New York, NY, USA
| | - Glorisa Canino
- Behavioral Sciences Research Institute, University of Puerto Rico Medical School, San Juan, Puerto Rico
| | - Kiara Alvarez
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Ye Wang
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Hector Bird
- New York State Psychiatric Institute, Columbia University Medical Center, New York, NY, USA
| | - Sheri Lapatin Markle
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Doryliz Vila Rivera
- Behavioral Sciences Research Institute, University of Puerto Rico Medical School, San Juan, Puerto Rico
| | - Benjamin Lê Cook
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - George J Musa
- New York State Psychiatric Institute, Columbia University Medical Center, New York, NY, USA
| | - Irene Falgas-Bague
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Amanda NeMoyer
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Georgina Dominique
- Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Cristiane Duarte
- New York State Psychiatric Institute, Columbia University Medical Center, New York, NY, USA
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Esch P, Bocquet V, Pull C, Couffignal S, Lehnert T, Graas M, Fond-Harmant L, Ansseau M. The downward spiral of mental disorders and educational attainment: a systematic review on early school leaving. BMC Psychiatry 2014; 14:237. [PMID: 25159271 PMCID: PMC4244046 DOI: 10.1186/s12888-014-0237-4] [Citation(s) in RCA: 175] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 08/08/2014] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Most psychiatric disorders present symptom patterns that cause severe impairment on the emotional, cognitive and social level. Thus, adolescents who suffer from a mental disorder risk finding themselves in a downward spiral caused by the reciprocal association of psychological symptoms and negative school experiences that may culminate in early school leaving. In addition to previous collective work that mainly focused on school refusing behaviour among children and was presented as an expert's opinion, the following systematic review fills the knowledge gap by providing a structured overview of the bidirectional association between mental health and secondary school dropout based on a sound methodology and with a particular focus on mediating factors. METHODS Four electronic databases were searched from January 1990 until June 2014. Selected references were assessed for study details, main results, mediating factors and methodological limitations. Standardized risk of bias assessment was conducted. RESULTS Mood and anxiety disorders seemed to have a less consequential direct effect on early school leaving than substance use and disruptive behaviour disorders. The association between externalizing disorders and educational attainment was even stronger when the disorder occurred early in life. On the other hand, internalizing disorders were reported to develop as a consequence of school dropout. Only few studies had addressed gender differences, with discrepant results. Socio-economic background, academic achievement and family support were identified as significant mediating factors of the association between mental disorders and subsequent educational attainment. CONCLUSIONS Findings suggested a strong association between mental health and education, in both directions. However, most studies focused on mediating factors that could not be targeted by intervention programs.
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Affiliation(s)
- Pascale Esch
- Centre for Health Studies, Centre de Recherche Public de la Santé, Rue Thomas Edison 1 A-B, Strassen 1445, Luxembourg.
| | - Valéry Bocquet
- Competence Centre of Methodology and Statistics, Centre de Recherche Public de la Santé, Rue Thomas Edison 1 A-B, Strassen, 1445 Luxembourg
| | - Charles Pull
- Department of Psychiatry, Centre Hospitalier de Luxembourg, Rue Ernest Barblé 4, Luxembourg, 1210 Luxembourg
| | - Sophie Couffignal
- Centre for Health Studies, Centre de Recherche Public de la Santé, Rue Thomas Edison 1 A-B, Strassen, 1445 Luxembourg
| | - Torsten Lehnert
- Department of Psychiatry, Centre Hospitalier du Kirchberg, Rue Edward Steichen 9, Luxembourg, 2540 Luxembourg
| | - Marc Graas
- Centre Hospitalier Neuro-Psychiatrique, Avenue des Alliés 17, Ettelbruck, 9002 Luxembourg
| | - Laurence Fond-Harmant
- Centre for Health Studies, Centre de Recherche Public de la Santé, Rue Thomas Edison 1 A-B, Strassen, 1445 Luxembourg
| | - Marc Ansseau
- Department of Clinical Sciences, University of Liège, Avenue de l’Hôpital 13, Liège, 4000 Belgium
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Crawford ND, Rudolph AE, Fuller CM. Racial/Ethnic Differences in Recent Drug Detoxification Enrollment and the Role of Discrimination and Neighborhood Factors. Subst Use Misuse 2014; 49:124-133. [PMID: 23964956 PMCID: PMC4333133 DOI: 10.3109/10826084.2013.824469] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Drug detoxification and long-term drug treatment utilization is lower for drug-dependent minorities than Whites. Log-binomial regression was used to assess discrimination and neighborhood-level factors on past 6-month drug treatment utilization among 638 New York City (NYC) drug users between 2006 and 2009. Drug-use discrimination was positively associated with detoxification and long-term treatment. Participants in higher concentrated Black neighborhoods were less likely to attend long-term treatment. Significantly fewer Blacks versus Whites and Hispanics reported drug-use discrimination, which may systematically filter drug users into treatment. More research is needed to understand social forms of discrimination and drug treatment.
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Affiliation(s)
- Natalie D Crawford
- a 1 Department of Epidemiology, University of Michigan , Ann Arbor, Michigan, USA.,b 2 Division and Epidemiology and Biostatistics, School of Public Health, Georgia State University , Atlanta, Georgia, USA
| | - Abby E Rudolph
- c 3 San Diego School of Medicine , La Jolla, California, USA
| | - Crystal M Fuller
- d 4 Mailman School of Public Health, Columbia University , New York, New York, USA
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Lê Cook B, Barry CL, Busch SH. Racial/ethnic disparity trends in children's mental health care access and expenditures from 2002 to 2007. Health Serv Res 2013; 48:129-49. [PMID: 22716901 PMCID: PMC3449047 DOI: 10.1111/j.1475-6773.2012.01439.x] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To examine trends in disparities in children's mental health care. DATA 2002-2007 Medical Expenditure Panel Survey. STUDY DESIGN We used the Institute of Medicine (IOM) definition of health care disparities and estimated two-part expenditure models to examine disparity trends in any mental health care use, any outpatient care, and psychotropic drug use, as well as expenditures in these three categories, conditional on use. We used 2-year longitudinal panel data to determine disparities in care initiation among children with unmet need. PRINCIPAL FINDINGS Assessing trends over time between 2002 and 2007, we identified that disparities persist for blacks and Latinos in receipt of any mental health care, any outpatient care, and any psychotropic drug use. Among those with positive mental health care expenditures, Latino-white disparities in overall mental health care expenditures increased over time. Among children with unmet need, significant disparities in initiation of an episode of mental health care were found, with whites approximately twice as likely as blacks and Latinos to initiate care. CONCLUSIONS Disparities in children's mental health care use are persistent and driven by disparities in initiation, suggesting policies to improve detection or increase initial access to care may be critical to reducing disparities.
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Affiliation(s)
- Benjamin Lê Cook
- Center for Multicultural Mental Health Research, Department of Psychiatry, Harvard Medical School, Somerville, MA 02143, USA.
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