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1.
Scand J Psychol ; 59(4): 422-427, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29741795

RESUMO

Health problems evoked in the presence of electrical equipment is a concern, calling for better understanding for characteristics of electromagnetic hypersensitivity (EHS) in the general population. The present study investigated demographics, lifestyle factors, frequency and duration, coping strategies, proportion meeting clinical criteria for intolerance attributed to electromagnetic fields (EMF) and comorbidity. Using data from a large-scale population-based questionnaire study, we investigated persons with self-reported (n = 91) EHS in comparison to referents (n = 3,250). Middle age, female sex and poor perceived health was found to be associated with EHS. More than 50% in the EHS group reported having EMF-related symptoms more often than once a week, and the mean number of years experiencing EHS was 10.5. More than half of the EHS group reported that their symptoms started after a high-dose or long-term EMF exposure, that they actively tried to avoid EMF sources and that they mostly could affect the EMF environment. A minority of the EHS group had sought medical attention, been diagnosed by a physician or received treatment. Exhaustion syndrome, anxiety disorder, back/joint/muscle disorder, depression, functional somatic syndrome and migraine were comorbid with EHS. The results provide ground for future study of these characteristic features being risk factors for development of EHS and or consequences of EHS.


Assuntos
Campos Eletromagnéticos/efeitos adversos , Doença Ambiental/epidemiologia , Nível de Saúde , Adolescente , Adulto , Fatores Etários , Idoso , Comorbidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Fatores Sexuais , Adulto Jovem
2.
Adm Policy Ment Health ; 42(1): 111-20, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24740174

RESUMO

We evaluate the precision of a model estimating school prevalence of SED using a small area estimation method based on readily-available predictors from area-level census block data and school principal questionnaires. Adolescents at 314 schools participated in the National Comorbidity Supplement, a national survey of DSM-IV disorders among adolescents. A multilevel model indicated that predictors accounted for under half of the variance in school-level SED and even less when considering block-group predictors or principal report alone. While Census measures and principal questionnaires are significant predictors of individual-level SED, associations are too weak to generate precise school-level predictions of SED prevalence.


Assuntos
Sintomas Afetivos/epidemiologia , Características de Residência/estatística & dados numéricos , Instituições Acadêmicas/estatística & dados numéricos , Adolescente , Comorbidade , Feminino , Humanos , Masculino , Prevalência , Análise de Pequenas Áreas , Fatores Socioeconômicos
3.
Depress Anxiety ; 31(9): 765-77, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24425049

RESUMO

BACKGROUND: Variation in the course of major depressive disorder (MDD) is not strongly predicted by existing subtype distinctions. A new subtyping approach is considered here. METHODS: Two data mining techniques, ensemble recursive partitioning and Lasso generalized linear models (GLMs), followed by k-means cluster analysis are used to search for subtypes based on index episode symptoms predicting subsequent MDD course in the World Mental Health (WMH) surveys. The WMH surveys are community surveys in 16 countries. Lifetime DSM-IV MDD was reported by 8,261 respondents. Retrospectively reported outcomes included measures of persistence (number of years with an episode, number of years with an episode lasting most of the year) and severity (hospitalization for MDD, disability due to MDD). RESULTS: Recursive partitioning found significant clusters defined by the conjunctions of early onset, suicidality, and anxiety (irritability, panic, nervousness-worry-anxiety) during the index episode. GLMs found additional associations involving a number of individual symptoms. Predicted values of the four outcomes were strongly correlated. Cluster analysis of these predicted values found three clusters having consistently high, intermediate, or low predicted scores across all outcomes. The high-risk cluster (30.0% of respondents) accounted for 52.9-69.7% of high persistence and severity, and it was most strongly predicted by index episode severe dysphoria, suicidality, anxiety, and early onset. A total symptom count, in comparison, was not a significant predictor. CONCLUSIONS: Despite being based on retrospective reports, results suggest that useful MDD subtyping distinctions can be made using data mining methods. Further studies are needed to test and expand these results with prospective data.


Assuntos
Mineração de Dados/métodos , Transtorno Depressivo Maior/classificação , Prognóstico , Adolescente , Adulto , Idoso , América/epidemiologia , Ásia/epidemiologia , Análise por Conglomerados , Transtorno Depressivo Maior/epidemiologia , Europa (Continente)/epidemiologia , Humanos , Pessoa de Meia-Idade , Nova Zelândia/epidemiologia , Nigéria/epidemiologia , Índice de Gravidade de Doença , Adulto Jovem
4.
Depress Anxiety ; 30(4): 395-406, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23364997

RESUMO

BACKGROUND: Although irritability is a core symptom of DSM-IV major depressive disorder (MDD) for youth but not adults, clinical studies find comparable rates of irritability between nonbipolar depressed adults and youth. Including irritability as a core symptom of adult MDD would allow detection of depression-equivalent syndromes with primary irritability hypothesized to be more common among males than females. We carried out a preliminary examination of this issue using cross-national community-based survey data from 21 countries in the World Mental Health (WMH) Surveys (n = 110,729). METHODS: The assessment of MDD in the WHO Composite International Diagnostic Interview includes one question about persistent irritability. We examined two expansions of the definition of MDD involving this question: (1) cases with dysphoria and/or anhedonia and exactly four of nine Criterion A symptoms plus irritability; and (2) cases with two or more weeks of irritability plus four or more other Criterion A MDD symptoms in the absence of dysphoria or anhedonia. RESULTS: Adding irritability as a tenth Criterion A symptom increased lifetime prevalence by 0.4% (from 11.2 to 11.6%). Adding episodes of persistent irritability increased prevalence by an additional 0.2%. Proportional prevalence increases were significantly higher, but nonetheless small, among males compared to females. Rates of severe role impairment were significantly lower among respondents with this irritable depression who did not meet conventional DSM-IV criteria than those with DSM-IV MDD. CONCLUSION: Although limited by the superficial assessment in this single question on irritability, results do not support expanding adult MDD criteria to include irritable mood.


Assuntos
Transtorno Depressivo Maior/diagnóstico , Humor Irritável , Adulto , Idoso , Estudos Transversais , Transtorno Depressivo Maior/epidemiologia , Transtorno Depressivo Maior/psicologia , Feminino , Inquéritos Epidemiológicos , Humanos , Entrevista Psicológica , Masculino , Pessoa de Meia-Idade , Adulto Jovem
5.
Stat Med ; 30(9): 1028-43, 2011 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-21365673

RESUMO

In psychiatric assessment, Item Response Theory (IRT) is a popular tool to formalize the relation between the severity of a disorder and the associated responses to questionnaire items. Practitioners of IRT sometimes make the assumption of normally distributed severities within a population; while convenient, this assumption is often violated when measuring psychiatric disorders. Specifically, there may be a sizable group of respondents whose answers place them at an extreme of the latent trait spectrum. In this article, a zero- and K-inflated mixture model is developed to account for the presence of such respondents. The model is fitted using an expectation-maximization (E-M) algorithm to estimate the percentage of the population at each end of the continuum, concurrently analyzing the remaining 'graded component' via IRT. A method to perform factor analysis for only the graded component is introduced. In assessments of oppositional defiant disorder and conduct disorder, the zero- and K-inflated model exhibited better fit than the standard IRT model.


Assuntos
Modelos Psicológicos , Modelos Estatísticos , Inquéritos e Questionários , Adolescente , Algoritmos , Transtornos de Deficit da Atenção e do Comportamento Disruptivo/diagnóstico , Transtornos de Deficit da Atenção e do Comportamento Disruptivo/psicologia , Transtorno da Conduta/diagnóstico , Transtorno da Conduta/psicologia , Análise Fatorial , Humanos , Pais
6.
Depress Anxiety ; 28(6): 439-46, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21308887

RESUMO

BACKGROUND: We examined patterns and correlates of speed of recovery of estimated posttraumatic stress disorder (PTSD) among people who developed PTSD in the wake of Hurricane Katrina. METHOD: A probability sample of prehurricane residents of areas affected by Hurricane Katrina was administered a telephone survey 7-19 months following the hurricane and again 24-27 months posthurricane. The baseline survey assessed PTSD using a validated screening scale and assessed a number of hypothesized predictors of PTSD recovery that included sociodemographics, prehurricane history of psychopathology, hurricane-related stressors, social support, and social competence. Exposure to posthurricane stressors and course of estimated PTSD were assessed in a follow-up interview. RESULTS: An estimated 17.1% of respondents had a history of estimated hurricane-related PTSD at baseline and 29.2% by the follow-up survey. Of the respondents who developed estimated hurricane-related PTSD, 39.0% recovered by the time of the follow-up survey with a mean duration of 16.5 months. Predictors of slow recovery included exposure to a life-threatening situation, hurricane-related housing adversity, and high income. Other sociodemographics, history of psychopathology, social support, social competence, and posthurricane stressors were unrelated to recovery from estimated PTSD. CONCLUSIONS: The majority of adults who developed estimated PTSD after Hurricane Katrina did not recover within 18-27 months. Delayed onset was common. Findings document the importance of initial trauma exposure severity in predicting course of illness and suggest that pre- and posttrauma factors typically associated with course of estimated PTSD did not influence recovery following Hurricane Katrina.


Assuntos
Adaptação Psicológica , Tempestades Ciclônicas , Desastres , Transtornos de Estresse Pós-Traumáticos/psicologia , Adolescente , Adulto , Idoso , Doença Crônica , Estudos Transversais , Feminino , Seguimentos , Inquéritos Epidemiológicos , Humanos , Louisiana , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , Prognóstico , Fatores de Risco , Transtornos de Estresse Pós-Traumáticos/diagnóstico , Transtornos de Estresse Pós-Traumáticos/epidemiologia , Inquéritos e Questionários , Adulto Jovem
7.
Depress Anxiety ; 28(8): 648-57, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21796740

RESUMO

BACKGROUND: Although losses are important consequences of disasters, few epidemiological studies of disasters have assessed complicated grief (CG) and none assessed CG associated with losses other than death of loved one. METHODS: Data come from the baseline survey of the Hurricane Katrina Community Advisory Group, a representative sample of 3,088 residents of the areas directly affected by Hurricane Katrina. A brief screen for CG was included containing four items consistent with the proposed DSM-V criteria for a diagnosis of bereavement-related adjustment disorder. RESULTS: Fifty-eight and half percent of respondents reported a significant hurricane-related loss: Most-severe losses were 29.0% tangible, 9.5% interpersonal, 8.1% intangible, 4.2% work/financial, and 3.7% death of loved one. Twenty-six point one percent respondents with significant loss had possible CG and 7.0% moderate-to-severe CG. Death of loved one was associated with the highest conditional probability of moderate-to-severe CG (18.5%, compared to 1.1-10.5% conditional probabilities for other losses), but accounted for only 16.5% of moderate-to-severe CG due to its comparatively low prevalence. Most moderate-to-severe CG was due to tangible (52.9%) or interpersonal (24.0%) losses. Significant predictors of CG were mostly unique to either bereavement (racial-ethnic minority status, social support) or other losses (prehurricane history of psychopathology, social competence.). CONCLUSIONS: Nonbereavement losses accounted for the vast majority of hurricane-related possible CG despite risk of CG being much higher in response to bereavement than to other losses. This result argues for expansion of research on CG beyond bereavement and alerts clinicians to the need to address postdisaster grief associated with a wide range of losses.


Assuntos
Tempestades Ciclônicas , Pesar , Acontecimentos que Mudam a Vida , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Comorbidade , Tempestades Ciclônicas/economia , Tempestades Ciclônicas/mortalidade , Desastres , Feminino , Humanos , Masculino , Transtornos Mentais/economia , Transtornos Mentais/epidemiologia , Transtornos Mentais/mortalidade , Pessoa de Meia-Idade , Prevalência , Fatores de Risco , Suicídio/psicologia , Adulto Jovem
8.
Br J Psychiatry ; 197(5): 378-85, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21037215

RESUMO

BACKGROUND: Although significant associations of childhood adversities with adult mental disorders are widely documented, most studies focus on single childhood adversities predicting single disorders. AIMS: To examine joint associations of 12 childhood adversities with first onset of 20 DSM-IV disorders in World Mental Health (WMH) Surveys in 21 countries. METHOD: Nationally or regionally representative surveys of 51 945 adults assessed childhood adversities and lifetime DSM-IV disorders with the WHO Composite International Diagnostic Interview (CIDI). RESULTS: Childhood adversities were highly prevalent and interrelated. Childhood adversities associated with maladaptive family functioning (e.g. parental mental illness, child abuse, neglect) were the strongest predictors of disorders. Co-occurring childhood adversities associated with maladaptive family functioning had significant subadditive predictive associations and little specificity across disorders. Childhood adversities account for 29.8% of all disorders across countries. CONCLUSIONS: Childhood adversities have strong associations with all classes of disorders at all life-course stages in all groups of WMH countries. Long-term associations imply the existence of as-yet undetermined mediators.


Assuntos
Sobreviventes Adultos de Maus-Tratos Infantis/psicologia , Filho de Pais com Deficiência/psicologia , Relações Familiares , Acontecimentos que Mudam a Vida , Transtornos Mentais/psicologia , Adolescente , Adulto , Sobreviventes Adultos de Maus-Tratos Infantis/estatística & dados numéricos , Idade de Início , Causalidade , Criança , Maus-Tratos Infantis/psicologia , Maus-Tratos Infantis/estatística & dados numéricos , Filho de Pais com Deficiência/estatística & dados numéricos , Pré-Escolar , Crime/estatística & dados numéricos , Métodos Epidemiológicos , Saúde da Família , Humanos , Transtornos Mentais/classificação , Transtornos Mentais/epidemiologia , Fatores Socioeconômicos , Organização Mundial da Saúde , Adulto Jovem
9.
Int J Methods Psychiatr Res ; 18(2): 69-83, 2009 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-19507169

RESUMO

An overview is presented of the design and field procedures of the US National Comorbidity Survey Replication Adolescent Supplement (NCS-A), a US face-to-face household survey of the prevalence and correlates of DSM-IV mental disorders. The survey was based on a dual-frame design that included 904 adolescent residents of the households that participated in the US National Comorbidity Survey Replication (85.9% response rate) and 9244 adolescent students selected from a nationally representative sample of 320 schools (74.7% response rate). After expositing the logic of dual-frame designs, comparisons are presented of sample and population distributions on Census socio-demographic variables and, in the school sample, school characteristics. These document only minor differences between the samples and the population. The results of statistical analysis of the bias-efficiency trade-off in weight trimming are then presented. These show that modest trimming meaningfully reduces mean squared error. Analysis of comparative sample efficiency shows that the household sample is more efficient than the school sample, leading to the household sample getting a higher weight relative to its size in the consolidated sample relative to the school sample. Taken together, these results show that the NCS-A is an efficient sample of the target population with good representativeness on a range of socio-demographic and geographic variables.


Assuntos
Projetos de Pesquisa Epidemiológica , Inquéritos Epidemiológicos , Transtornos Mentais/epidemiologia , Vigilância da População , Adolescente , Distribuição de Qui-Quadrado , Comorbidade/tendências , Feminino , Humanos , Modelos Lineares , Masculino , Reprodutibilidade dos Testes , Estudos de Amostragem , Estados Unidos
10.
Am J Psychiatry ; 165(1): 34-41, 2008 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18086749

RESUMO

OBJECTIVE: The authors examined the disruption of ongoing treatments among individuals with preexisting mental disorders and the failure to initiate treatment among individuals with new-onset mental disorders in the aftermath of Hurricane Katrina. METHODS: English-speaking adult Katrina survivors (N=1,043) responded to a telephone survey administered between January and March of 2006. The survey assessed posthurricane treatment of emotional problems and barriers to treatment among respondents with preexisting mental disorders as well as those with new-onset disorders posthurricane. RESULTS: Among respondents with preexisting mental disorders who reported using mental health services in the year before the hurricane, 22.9% experienced reduction in or termination of treatment after Katrina. Among those respondents without preexisting mental disorders who developed new-onset disorders after the hurricane, 18.5% received some form of treatment for emotional problems. Reasons for failing to continue treatment among preexisting cases primarily involved structural barriers to treatment, while reasons for failing to seek treatment among new-onset cases primarily involved low perceived need for treatment. The majority (64.5%) of respondents receiving treatment post-Katrina were treated by general medical providers and received medication but no psychotherapy. Treatment of new-onset cases was positively related to age and income, while continued treatment of preexisting cases was positively related to race/ethnicity (non-Hispanic whites) and having health insurance. CONCLUSIONS: Many Hurricane Katrina survivors with mental disorders experienced unmet treatment needs, including frequent disruptions of existing care and widespread failure to initiate treatment for new-onset disorders. Future disaster management plans should anticipate both types of treatment needs.


Assuntos
Serviços Comunitários de Saúde Mental/estatística & dados numéricos , Desastres/estatística & dados numéricos , Transtornos Mentais/psicologia , Transtornos Mentais/terapia , Sobreviventes/psicologia , Adolescente , Adulto , Distribuição por Idade , Idoso , Estudos de Coortes , Serviços Comunitários de Saúde Mental/métodos , Atenção à Saúde/métodos , Atenção à Saúde/organização & administração , Planejamento em Desastres/métodos , Feminino , Humanos , Acontecimentos que Mudam a Vida , Estudos Longitudinais , Louisiana/epidemiologia , Masculino , Transtornos Mentais/epidemiologia , Pessoa de Meia-Idade , Pacientes Desistentes do Tratamento/psicologia , Pacientes Desistentes do Tratamento/estatística & dados numéricos , Psicoterapia/métodos , Psicotrópicos/uso terapêutico , Sobreviventes/estatística & dados numéricos
11.
Int J Methods Psychiatr Res ; 16(2): 52-65, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17623385

RESUMO

The validity of the six-question World Health Organization Adult ADHD Self-Report Scale (ASRS) Screener was assessed in a sample of subscribers to a large health plan in the US. A convenience subsample of 668 subscribers was administered the ASRS Screener twice to assess test-retest reliability and then a third time in conjunction with a clinical interviewer for DSM-IV adult ADHD. The data were weighted to adjust for discrepancies between the sample and the population on socio-demographics and past medical claims. Internal consistency reliability of the continuous ASRS Screener was in the range 0.63-0.72 and test-retest reliability (Pearson correlations) in the range 0.58-0.77. A four-category version The ASRS Screener had strong concordance with clinician diagnoses, with an area under the receiver operating characteristic curve (AUC) of 0.90. The brevity and ability to discriminate DSM-IV cases from non-cases make the six-question ASRS Screener attractive for use both in community epidemiological surveys and in clinical outreach and case-finding initiatives.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade/diagnóstico , Programas de Rastreamento/estatística & dados numéricos , Inventário de Personalidade/estatística & dados numéricos , Inquéritos e Questionários , Adulto , Transtorno do Deficit de Atenção com Hiperatividade/epidemiologia , Transtorno do Deficit de Atenção com Hiperatividade/psicologia , California , Estudos Transversais , Feminino , Georgia , Humanos , Incidência , Masculino , Programas de Assistência Gerenciada/estatística & dados numéricos , Pessoa de Meia-Idade , Modelos Estatísticos , Determinação da Personalidade/estatística & dados numéricos , Psicometria/estatística & dados numéricos , Curva ROC , Reprodutibilidade dos Testes
12.
Psychiatr Serv ; 58(11): 1403-11, 2007 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-17978249

RESUMO

OBJECTIVE: This study examined use of mental health services among adult survivors of Hurricane Katrina in order to improve understanding of the impact of disasters on persons with mental disorders. METHODS: A geographically representative telephone survey was conducted between January 19 and March 31, 2006, with 1,043 displaced and nondisplaced English-speaking Katrina survivors aged 18 and older. Survivors who reported serious and mild-moderate mood and anxiety disorders in the past 30 days and those with no such disorders were identified by using the K6 scale of nonspecific psychological distress. Use of services, system sectors, and treatments and reasons for not seeking treatment or dropping out were recorded. Correlates of using services and dropping out were examined. RESULTS: An estimated 31% of respondents (N=319) had evidence of a mood or anxiety disorder at the time of the interview. Among these only 32% had used any mental health services since the disaster, including 46% of those with serious disorders. Of those who used services, 60% had stopped using them. The general medical sector and pharmacotherapy were most commonly used, although the mental health specialty sector and psychotherapy played important roles, especially for respondents with serious disorders. Many treatments were of low intensity and frequency. Undertreatment was greatest among respondents who were younger, older, never married, members of racial or ethnic minority groups, uninsured, and of moderate means. Structural, financial, and attitudinal barriers were frequent reasons for not obtaining care. CONCLUSIONS: Few Katrina survivors with mental disorders received adequate care; future disaster responses will require timely provision of services to address the barriers faced by survivors.


Assuntos
Desastres , Transtornos Mentais/epidemiologia , Serviços de Saúde Mental/estatística & dados numéricos , Adolescente , Adulto , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Louisiana , Masculino , Transtornos Mentais/diagnóstico , Pessoa de Meia-Idade , Índice de Gravidade de Doença
13.
JAMA Psychiatry ; 74(5): 520-527, 2017 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-28384801

RESUMO

Importance: Recognition that adult attention-deficit/hyperactivity disorder (ADHD) is common, seriously impairing, and usually undiagnosed has led to the development of adult ADHD screening scales for use in community, workplace, and primary care settings. However, these scales are all calibrated to DSM-IV criteria, which are narrower than the recently developed DSM-5 criteria. Objectives: To update for DSM-5 criteria and improve the operating characteristics of the widely used World Health Organization Adult ADHD Self-Report Scale (ASRS) for screening. Design, Setting, and Participants: Probability subsamples of participants in 2 general population surveys (2001-2003 household survey [n = 119] and 2004-2005 managed care subscriber survey [n = 218]) who completed the full 29-question self-report ASRS, with both subsamples over-sampling ASRS-screened positives, were blindly administered a semistructured research diagnostic interview for DSM-5 adult ADHD. In 2016, the Risk-Calibrated Supersparse Linear Integer Model, a novel machine-learning algorithm designed to create screening scales with optimal integer weights and limited numbers of screening questions, was applied to the pooled data to create a DSM-5 version of the ASRS screening scale. The accuracy of the new scale was then confirmed in an independent 2011-2012 clinical sample of patients seeking evaluation at the New York University Langone Medical Center Adult ADHD Program (NYU Langone) and 2015-2016 primary care controls (n = 300). Data analysis was conducted from April 4, 2016, to September 22, 2016. Main Outcomes and Measures: The sensitivity, specificity, area under the curve (AUC), and positive predictive value (PPV) of the revised ASRS. Results: Of the total 637 participants, 44 (37.0%) household survey respondents, 51 (23.4%) managed care respondents, and 173 (57.7%) NYU Langone respondents met DSM-5 criteria for adult ADHD in the semistructured diagnostic interview. Of the respondents who met DSM-5 criteria for adult ADHD, 123 were male (45.9%); mean (SD) age was 33.1 (11.4) years. A 6-question screening scale was found to be optimal in distinguishing cases from noncases in the first 2 samples. Operating characteristics were excellent at the diagnostic threshold in the weighted (to the 8.2% DSM-5/Adult ADHD Clinical Diagnostic Scale population prevalence) data (sensitivity, 91.4%; specificity, 96.0%; AUC, 0.94; PPV, 67.3%). Operating characteristics were similar despite a much higher prevalence (57.7%) when the scale was applied to the NYU Langone clinical sample (sensitivity, 91.9%; specificity, 74.0%; AUC, 0.83; PPV, 82.8%). Conclusions and Relevance: The new ADHD screening scale is short, easily scored, detects the vast majority of general population cases at a threshold that also has high specificity and PPV, and could be used as a screening tool in specialty treatment settings.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade/diagnóstico , Manual Diagnóstico e Estatístico de Transtornos Mentais , Aprendizado de Máquina , Escalas de Graduação Psiquiátrica/normas , Psicometria/instrumentação , Organização Mundial da Saúde , Adolescente , Adulto , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Autorrelato , Sensibilidade e Especificidade , Adulto Jovem
14.
Am J Clin Nutr ; 84(5): 1107-22, 2006 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-17093164

RESUMO

BACKGROUND: Lifestyle, diet, and physical and health predictors of xanthophyll carotenoids in the retina are poorly understood. OBJECTIVE: We aimed to investigate the predictors of the density of lutein and zeaxanthin in the macula of the retina. DESIGN: Macular pigment optical density (MPOD) was measured by heterochromatic flicker photometry. Relations to dietary lutein and zeaxanthin and to other predictors were measured in 1698 women aged 53-86 y. The women were members of observational study cohorts of the Women's Health Initiative at Iowa City, IA, Madison, WI, or Portland, OR, and participated in the Carotenoids in Age-Related Eye Disease Study (2001-2004). RESULTS: MPOD at 0.5 degrees from the foveal center was 30% higher in women in the highest quintile for lutein and zeaxanthin intake [x (+/-SD): 0.40 +/- 0.21] than in women in the lowest quintile (0.31 +/- 0.21) and 20% higher after adjustment for other predictors. Dietary intake of lutein, zeaxanthin, fiber, and polyunsaturated fatty acids (% of energy) together explained 3% of the variability in MPOD. Higher waist circumference and diabetes, which are related to lower MPOD, together with study site explained an additional 5% of variation. The total explained variability increased to 12% when lutein and zexanthin concentrations obtained from the serum, which were collected 4-7 y earlier, were added to the model. CONCLUSIONS: MPOD is directly related to dietary intake of lutein and zeaxanthin but even more strongly to serum concentrations, which may reflect unmeasured physical and medical factors that influence the uptake, distribution, and utilization of lutein and zeaxanthin. Higher abdominal body fat and diabetes are related to lower MPOD. Unknown predictors of retinal carotenoids remain.


Assuntos
Dieta , Luteína/análise , Macula Lutea/química , Degeneração Macular/prevenção & controle , Saúde da Mulher , Xantofilas/análise , Idoso , Idoso de 80 Anos ou mais , Envelhecimento/fisiologia , Estudos de Coortes , Feminino , Humanos , Luteína/administração & dosagem , Luteína/sangue , Pessoa de Meia-Idade , Obesidade/metabolismo , Estudos Prospectivos , Retina/química , Estados Unidos , Xantofilas/administração & dosagem , Xantofilas/sangue , Zeaxantinas
15.
JAMA Psychiatry ; 72(1): 49-57, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25390793

RESUMO

IMPORTANCE: The US Army experienced a sharp increase in soldier suicides beginning in 2004. Administrative data reveal that among those at highest risk are soldiers in the 12 months after inpatient treatment of a psychiatric disorder. OBJECTIVE: To develop an actuarial risk algorithm predicting suicide in the 12 months after US Army soldier inpatient treatment of a psychiatric disorder to target expanded posthospitalization care. DESIGN, SETTING, AND PARTICIPANTS: There were 53,769 hospitalizations of active duty soldiers from January 1, 2004, through December 31, 2009, with International Classification of Diseases, Ninth Revision, Clinical Modification psychiatric admission diagnoses. Administrative data available before hospital discharge abstracted from a wide range of data systems (sociodemographic, US Army career, criminal justice, and medical or pharmacy) were used to predict suicides in the subsequent 12 months using machine learning methods (regression trees and penalized regressions) designed to evaluate cross-validated linear, nonlinear, and interactive predictive associations. MAIN OUTCOMES AND MEASURES: Suicides of soldiers hospitalized with psychiatric disorders in the 12 months after hospital discharge. RESULTS: Sixty-eight soldiers died by suicide within 12 months of hospital discharge (12.0% of all US Army suicides), equivalent to 263.9 suicides per 100,000 person-years compared with 18.5 suicides per 100,000 person-years in the total US Army. The strongest predictors included sociodemographics (male sex [odds ratio (OR), 7.9; 95% CI, 1.9-32.6] and late age of enlistment [OR, 1.9; 95% CI, 1.0-3.5]), criminal offenses (verbal violence [OR, 2.2; 95% CI, 1.2-4.0] and weapons possession [OR, 5.6; 95% CI, 1.7-18.3]), prior suicidality [OR, 2.9; 95% CI, 1.7-4.9], aspects of prior psychiatric inpatient and outpatient treatment (eg, number of antidepressant prescriptions filled in the past 12 months [OR, 1.3; 95% CI, 1.1-1.7]), and disorders diagnosed during the focal hospitalizations (eg, nonaffective psychosis [OR, 2.9; 95% CI, 1.2-7.0]). A total of 52.9% of posthospitalization suicides occurred after the 5% of hospitalizations with highest predicted suicide risk (3824.1 suicides per 100,000 person-years). These highest-risk hospitalizations also accounted for significantly elevated proportions of several other adverse posthospitalization outcomes (unintentional injury deaths, suicide attempts, and subsequent hospitalizations). CONCLUSIONS AND RELEVANCE: The high concentration of risk of suicide and other adverse outcomes might justify targeting expanded posthospitalization interventions to soldiers classified as having highest posthospitalization suicide risk, although final determination requires careful consideration of intervention costs, comparative effectiveness, and possible adverse effects.


Assuntos
Transtornos Mentais , Psicopatologia/métodos , Medição de Risco/métodos , Prevenção do Suicídio , Suicídio , Adulto , Assistência ao Convalescente/psicologia , Algoritmos , Demografia , Feminino , Humanos , Masculino , Transtornos Mentais/complicações , Transtornos Mentais/epidemiologia , Transtornos Mentais/psicologia , Transtornos Mentais/terapia , Militares , Avaliação das Necessidades , Alta do Paciente/normas , Curva ROC , Resiliência Psicológica , Risco , Fatores Sexuais , Fatores Socioeconômicos , Suicídio/psicologia , Suicídio/estatística & dados numéricos , Estados Unidos/epidemiologia
16.
Mil Med ; 179(7): 752-61, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25003860

RESUMO

OBJECTIVES: To derive job condition scales for future studies of the effects of job conditions on soldier health and job functioning across Army Military Occupation Specialties (MOSs) and Areas of Concentration (AOCs) using Department of Labor (DoL) Occupational Information Network (O*NET) ratings. METHODS: A consolidated administrative dataset was created for the "Army Study to Assess Risk and Resilience in Servicemembers" (Army STARRS) containing all soldiers on active duty between 2004 and 2009. A crosswalk between civilian occupations and MOS/AOCs (created by DoL and the Defense Manpower Data Center) was augmented to assign scores on all 246 O*NET dimensions to each soldier in the dataset. Principal components analysis was used to summarize these dimensions. RESULTS: Three correlated components explained the majority of O*NET dimension variance: "physical demands" (20.9% of variance), "interpersonal complexity" (17.5%), and "substantive complexity" (15.0%). Although broadly consistent with civilian studies, several discrepancies were found with civilian results reflecting potentially important differences in the structure of job conditions in the Army versus the civilian labor force. CONCLUSIONS: Principal components scores for these scales provide a parsimonious characterization of key job conditions that can be used in future studies of the effects of MOS/AOC job conditions on diverse outcomes.


Assuntos
Serviços de Informação , Medicina Militar , Militares/classificação , Medicina do Trabalho , Ocupações/classificação , Especialização , Humanos , Estudos Retrospectivos , Estados Unidos , Recursos Humanos
17.
J Am Acad Child Adolesc Psychiatry ; 52(5): 501-10, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23622851

RESUMO

OBJECTIVE: Although schools are identified as critical for detecting youth mental disorders, little is known about whether the number of mental health providers and types of resources that they offer influence student mental health service use. Such information could inform the development and allocation of appropriate school-based resources to increase service use. This article examines associations of school resources with past-year mental health service use among students with 12-month DSM-IV mental disorders. METHOD: Data come from the U.S. National Comorbidity Survey Adolescent Supplement (NCS-A), a national survey of adolescent mental health that included 4,445 adolescent-parent pairs in 227 schools in which principals and mental health coordinators completed surveys about school resources and policies for addressing student emotional problems. Adolescents and parents completed the Composite International Diagnostic Interview and reported mental health service use across multiple sectors. Multilevel multivariate regression was used to examine associations of school mental health resources and individual-level service use. RESULTS: Nearly half (45.3%) of adolescents with a 12-month DSM-IV disorder received past-year mental health services. Substantial variation existed in school resources. Increased school engagement in early identification was significantly associated with mental health service use for adolescents with mild/moderate mental and behavior disorders. The ratio of students to mental health providers was not associated with overall service use, but was associated with sector of service use. CONCLUSIONS: School mental health resources, particularly those related to early identification, may facilitate mental health service use and may influence sector of service use for youths with DSM disorders.


Assuntos
Serviços de Saúde do Adolescente/estatística & dados numéricos , Transtornos Mentais , Serviços de Saúde Mental/estatística & dados numéricos , Serviços de Saúde Escolar/estatística & dados numéricos , Adolescente , Feminino , Inquéritos Epidemiológicos , Humanos , Masculino , Transtornos Mentais/diagnóstico , Transtornos Mentais/terapia , Serviços de Saúde Escolar/economia , Serviços de Saúde Escolar/normas
18.
Int J Methods Psychiatr Res ; 22(4): 303-21, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24318219

RESUMO

A clinical reappraisal study was carried out in conjunction with the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) All-Army Study (AAS) to evaluate concordance of the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) diagnoses based on the Composite International Diagnostic Interview Screening Scales (CIDI-SC) and post-traumatic stress disorder (PTSD) checklist (PCL) with diagnoses based on independent clinical reappraisal interviews (Structured Clinical Interview for DSM-IV [SCID]). Diagnoses included: lifetime mania/hypomania, panic disorder, and intermittent explosive disorder; six-month adult attention-deficit/hyperactivity disorder; and 30-day major depressive episode, generalized anxiety disorder, PTSD, and substance (alcohol or drug) use disorder (abuse or dependence). The sample (n = 460) was weighted for over-sampling CIDI-SC/PCL screened positives. Diagnostic thresholds were set to equalize false positives and false negatives. Good individual-level concordance was found between CIDI-SC/PCL and SCID diagnoses at these thresholds (area under curve [AUC] = 0.69-0.79). AUC was considerably higher for continuous than dichotomous screening scale scores (AUC = 0.80-0.90), arguing for substantive analyses using not only dichotomous case designations but also continuous measures of predicted probabilities of clinical diagnoses.


Assuntos
Programas de Rastreamento , Transtornos Mentais/diagnóstico , Militares/psicologia , Resiliência Psicológica , Medição de Risco , Área Sob a Curva , Distribuição de Qui-Quadrado , Manual Diagnóstico e Estatístico de Transtornos Mentais , Feminino , Inquéritos Epidemiológicos , Humanos , Masculino , Transtornos Mentais/epidemiologia , Transtornos Mentais/psicologia , Militares/estatística & dados numéricos , Escalas de Graduação Psiquiátrica , Curva ROC , Estudos Retrospectivos
19.
Braz J Psychiatry ; 35(2): 115-25, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23904015

RESUMO

OBJECTIVE: To assess prevalence and correlates of family caregiver burdens associated with mental and physical conditions worldwide. METHODS: Cross-sectional community surveys asked 43,732 adults residing in 19 countries of the WHO World Mental Health (WMH) Surveys about chronic physical and mental health conditions of first-degree relatives and associated objective (time, financial) and subjective (distress, embarrassment) burdens. Magnitudes and associations of burden are examined by kinship status and family health problem; population-level estimates are provided. RESULTS: Among the 18.9-40.3% of respondents in high, upper-middle, and low/lower-middle income countries with first-degree relatives having serious health problems, 39.0-39.6% reported burden. Among those, 22.9-31.1% devoted time, 10.6-18.8% had financial burden, 23.3-27.1% reported psychological distress, and 6.0-17.2% embarrassment. Mean caregiving hours/week was 12.9-16.5 (83.7-147.9 hours/week/100 people aged 18+). Mean financial burden was 15.1% of median family income in high, 32.2% in upper-middle, and 44.1% in low/lower-middle income countries. A higher burden was reported by women than men, and for care of parents, spouses, and children than siblings. CONCLUSIONS: The uncompensated labor of family caregivers is associated with substantial objective and subjective burden worldwide. Given the growing public health importance of the family caregiving system, it is vital to develop effective interventions that support family caregivers.


Assuntos
Cuidadores/psicologia , Efeitos Psicossociais da Doença , Pessoas com Deficiência/estatística & dados numéricos , Família/psicologia , Transtornos Mentais/enfermagem , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Feminino , Humanos , Masculino , Transtornos Mentais/epidemiologia , Saúde Mental/estatística & dados numéricos , Pessoa de Meia-Idade , Medição de Risco , Fatores de Tempo , Organização Mundial da Saúde , Adulto Jovem
20.
J Am Acad Child Adolesc Psychiatry ; 51(12): 1293-303, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23200286

RESUMO

OBJECTIVE: To examine whether food insecurity is associated with past-year DSM-IV mental disorders after controlling for standard indicators of family socioeconomic status (SES) in a U.S. national sample of adolescents. METHOD: Data were drawn from 6,483 adolescent-parent pairs who participated in the National Comorbidity Survey Replication Adolescent Supplement, a national survey of adolescents 13 to 17 years old. Frequency and severity of food insecurity were assessed with questions based on the U.S. Department of Agriculture's Food Security Scale (standardized to a mean of 0, variance of 1). DSM-IV mental disorders were assessed with the World Health Organization Composite International Diagnostic Interview. Associations of food insecurity with DSM-IV/Composite International Diagnostic Interview diagnoses were estimated with logistic regression models controlling for family SES (parental education, household income, relative deprivation, community-level inequality, and subjective social status). RESULTS: Food insecurity was highest in adolescents with the lowest SES. Controlling simultaneously for other aspects of SES, standardized food insecurity was associated with an increased odds of past-year mood, anxiety, behavior, and substance disorders. A 1 standard deviation increase in food insecurity was associated with a 14% increase in the odds of past-year mental disorder, even after controlling for extreme poverty. The association between food insecurity and mood disorders was strongest in adolescents living in families with a low household income and high relative deprivation. CONCLUSIONS: Food insecurity is associated with a wide range of adolescent mental disorders independently of other aspects of SES. Expansion of social programs aimed at decreasing family economic strain might be one useful policy approach for improving youth mental health.


Assuntos
Abastecimento de Alimentos/estatística & dados numéricos , Transtornos Mentais , Condições Sociais/estatística & dados numéricos , Adolescente , Comorbidade , Manual Diagnóstico e Estatístico de Transtornos Mentais , Feminino , Indicadores Básicos de Saúde , Inquéritos Epidemiológicos , Humanos , Modelos Logísticos , Masculino , Transtornos Mentais/classificação , Transtornos Mentais/diagnóstico , Transtornos Mentais/epidemiologia , Saúde Mental/estatística & dados numéricos , Fatores Socioeconômicos , Estados Unidos/epidemiologia
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