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1.
Psychiatry Investig ; 20(7): 655-663, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37409367

RESUMO

OBJECTIVE: To develop an integrated and comprehensive community-based mental healthcare model, opinions were collected on various issues from practitioners in mental health service institutions currently offering mental healthcare services in Seoul through a focus group interview, qualitative research method, and Delphi survey. METHODS: The focus group interview was conducted with six practitioners from mental health welfare centers and six hospital-based psychiatrists. A questionnaire of opinions on the mental healthcare model was filled by these practitioners and psychiatrists. A Delphi survey was additionally conducted with a panel of 20 experts from a community mental health welfare center and hospital-based psychiatrists. RESULTS: The focus group interview results showed the need for integrated community-based mental healthcare service and the need to establish a system for managing mental and physical health in an integrated manner. Based on the survey results, the current status of community-based mental healthcare services was investigated, and the direction of the revised model was established. The Delphi survey was then conducted to refine the revised model. CONCLUSION: The present study presents the Seoul-type community-based mental healthcare model with integrated services between a psychiatric hospital with a mental health welfare center as well as combined mental and physical health services. This is ultimately expected to help people with mental illnesses live healthy lives by meeting their needs as community members.

2.
Psychiatry Investig ; 20(12): 1133-1141, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38163652

RESUMO

OBJECTIVE: To overcome the limited effectiveness of standard case management services, the Seoul Intensive Case Management program (S-ICM) for patients with serious mental illnesses was introduced in 2017. This study aimed to evaluate its effectiveness in reducing the length of hospital stay. METHODS: Monitoring data from April 2019 to March 2020 were retrieved from the Seoul Mental Health Welfare Center. A total of 759 participants with serious mental illnesses were included. The average length of admission per month was compared between the pre-ICM (previous year) and during-ICM periods. For post-ICM observation subgroup, average length of admission per month was compared between pre-ICM, during-ICM, and post-ICM periods. To determine the relative contributions of risk factors for during-ICM and post-ICM admission, multivariate logistic regression analyses were performed. RESULTS: The average admission stay for pre-ICM period was significantly longer than that for during-ICM period (1.47 vs. 0.26 days). Among the predictors for during-ICM admission, pre-ICM psychiatric admission was the most important risk factor, followed by medical aid beneficiary and suicidal behavior. In the subgroup analysis of the post-ICM observation period, the pre-ICM, during-ICM, and post-ICM average admission stays were 1.45, 0.29, and 0.57 days/month, respectively. There was a significant difference in the average length of stay between the pre-ICM and during-ICM periods and between the pre-ICM and post-ICM periods. Post-ICM admission risks included pre-ICM admission, S-ICM duration <3 months, and chronic unstable symptoms. CONCLUSION: The results suggest that the S-ICM effectively reduces psychiatric hospitalization duration, at least over a short-term period.

3.
Psychiatry Investig ; 19(6): 403-410, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35644953

RESUMO

OBJECTIVE: To establish and to promote the qualitative development of a housing service model in South Korea. METHODS: The questionnaire was collected through the housing needs survey and the focus group interview on the mental health professions. We enrolled 365 subjects from 63 places (community conversion facilities, cohabitation, cohabitation families, hospitals, psychiatric nursing homes) to answer the questionnaires. RESULTS: The survey result confirms the needs of people with a mental illness to be self-reliant, but it shows that the economic vulnerability is a hindrance. In addition, the most necessary factor for self-reliant living is to provide services that support daily living. Therefore, the study points out that a system that guarantees self-reliance must be added in order for the housing services to be distributed throughout local communities for the people with mental illness. CONCLUSION: The study proposes the Seoul-type housing services model to replace the housing services that functions in a fragmented manner with the provision of an integrated services through a unified channel by establishing a housing support center (tentative name). This will ultimately help people with a mental illness to live a healthy life that meets their needs as community members.

4.
Psychiatry Investig ; 18(7): 688-694, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-34340277

RESUMO

OBJECTIVE: The study investigated the effects of severe human rights abuses in North Korean on Posttraumatic-stress disorder (PTSD) in North Korean Refugees (NKRs). METHODS: The study included 300 NKRs (245 females and 55 males) who completed self-report questionnaires that assessed PTSD, experiences of imprisonment, and exposure to inhumane treatment, by authorities in North Korea. A moderation analysis was conducted using a hierarchical multiple regression model to determine whether a moderation effect existed. In the next step, a post-hoc probing procedure of the moderation effect was performed using multiple regression models that included conditional moderator variables. RESULTS: The influence of the frequency of being imprisoned on PTSD varied as a function of recurrent exposure to inhumane treatment or punishment by authorities. Experiences of imprisonment were associated with PTSD only among those who were exposed to recurrent violence, such as beating or torture, by North Korean authorities. CONCLUSION: The present findings highlight the significant effects of human rights violations, such as the inhumane treatment of prisoners in North Korea, on the PTSD of NKRs.

5.
J Korean Med Sci ; 36(27): e185, 2021 Jul 12.
Artigo em Inglês | MEDLINE | ID: mdl-34254472

RESUMO

BACKGROUND: The frequencies of South Korean soldiers' depression and resulting suicide are increasing every year. Thus, this study aimed to develop and confirm the reliability and validity of a simple short form depression screening scale for soldiers. METHODS: This study was conducted as part of a 2013 research project named 'The Epidemiological Study on the Prevalence of Depression in Military Service and a Search for High Risk Group Management.' Clinical depression was diagnosed using the Korean version of the Mini International Neuropsychiatric Interview and suicide risk was assessed through the Korean version of the Composite International Diagnostic Interview. Furthermore, the Center for Epidemiological Studies for Depression Scale (CES-D), the Stress Response Inventory, and the Barret Impulsiveness Scale were employed. Of the 20 CES-D items, three of the most correlated items with clinical diagnosis were derived to form the short form scale. Analyses for internal consistency, concurrent validity, and factor analysis were implemented for its validation. We performed a receiver operating curve (ROC) analysis using a clinical diagnosis of depression as a gold standard to calculate the area under the curve (AUC) value, cut-off score, and corresponding sensitivity and specificity to that cut-off score. RESULTS: According to the results of the correlation analysis, 7, 18, and 4 were selected to be on our scale. The three-item scale was reliable with a Cronbach's alpha value of 0.720, and a factor was derived from the factor analysis. The ROC analysis showed a high discriminant validity, with an AUC value of 0.891. The sensitivity and specificity were 84.8% and 78.2%, and 71.7% and 91.6%, respectively, for each when the selected cut-off scores were 2 and 3, respectively. Depression screened through the scale when the cut-off score was 2 or 3 was significantly associated with suicidality, stress, and social support. CONCLUSION: The depression screening questionnaire for Korean soldiers developed through this study demonstrated high reliability and validity. Since it comprises only three items, it can be utilized easily and frequently. It is expected to be employed in a large-scale suicide prevention project targeting military soldiers in the future; it will be beneficial in selecting high-risk groups for depression.


Assuntos
Depressão/diagnóstico , Militares/psicologia , Psicometria/métodos , Inquéritos e Questionários/normas , Adulto , Depressão/psicologia , Feminino , Humanos , Masculino , Programas de Rastreamento , Escalas de Graduação Psiquiátrica/estatística & dados numéricos , Reprodutibilidade dos Testes , República da Coreia , Sensibilidade e Especificidade , Adulto Jovem
6.
Hum Brain Mapp ; 41(17): 4925-4934, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32804434

RESUMO

Suicide is among the most important global health concerns; accordingly, an increasing number of studies have shown the risks for suicide attempt(s) in terms of brain morphometric features and their clinical correlates. However, brain studies addressing suicidal vulnerability have been more focused on demonstrating impairments in cortical structures than in the subcortical structures. Using local shape volumes (LSV) analysis, we investigated subcortical structures with their clinical correlates in depressed patients who attempted suicide. Then we compared them with depressed patients without a suicidal history and age- and sex-matched healthy controls (HCs; i.e., 47 suicide attempters with depression, 47 non-suicide attempters with depression, and 109 HCs). Significant volumetric differences were found between suicidal and nonsuicidal depressed patients in several vertices: 16 in the left amygdala; 201 in the left hippocampus; 1,057 in the left putamen; and 140 in the left pallidum; 1 in the right pallidum; and 6 in the bilateral thalamus. These findings indicated subcortical alterations in LSV in components of the limbic-cortical-striatal-pallidal-thalamic circuits. Moreover, our results demonstrated that the basal ganglia was correlated with perceived stress levels, and the thalamus was correlated with suicidal ideation. We suggest that suicidality in major depressive disorder may involve subcortical volume alterations.


Assuntos
Gânglios da Base/patologia , Transtorno Depressivo Maior/patologia , Sistema Límbico/patologia , Rede Nervosa/patologia , Tentativa de Suicídio , Tálamo/patologia , Adulto , Gânglios da Base/diagnóstico por imagem , Transtorno Depressivo Maior/diagnóstico , Feminino , Humanos , Sistema Límbico/diagnóstico por imagem , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Rede Nervosa/diagnóstico por imagem , Estresse Psicológico/diagnóstico por imagem , Estresse Psicológico/patologia , Ideação Suicida , Tálamo/diagnóstico por imagem , Adulto Jovem
7.
Psychiatry Investig ; 17(7): 674-680, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32631034

RESUMO

OBJECTIVE: Although healthcare workers (HCWs) experienced significant stress during the 2015 outbreak of Middle East Respiratory Syndrome (MERS), the factors associated with this stress remain unknown. Thus, the present study assessed burnout among HCWs during the MERS outbreak to identify the influential factors involved in this process. METHODS: This study was a retrospective chart review of the psychological tests and questionnaires completed by 171 hospital employees from two general hospitals that treated MERS patients. The tests included the Oldenburg Burnout Inventory, Positive Resources Test, the questionnaires assessed exposure to the MERS outbreak event and perceptions about MERS. RESULTS: Of the 171 HCWs, 112 (65.5%) experienced disengagement and 136 (79.5%) suffered from exhaustion. Disengagement was associated with lower levels of purpose and hope, a higher perception of job risk, and exposure to the media. Exhaustion was associated with lower levels of purpose and hope, a higher perception of little control of the infection, a higher perception of job risk, prior experience related to infections, and being female. CONCLUSION: Our results revealed the risk and protective factors associated with burnout among HCWs during an outbreak of MERS. These findings should be considered when determining interventional strategies aimed at ameliorating burnout among HCWs.

8.
Psychiatry Res ; 290: 113165, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32559564

RESUMO

The aim of this study was to develop a screening questionnaire to distinguish high-risk individuals associated with game overuse from casual internet users. Reliability, validity, and diagnostic ability were evaluated for the newly developed Game Overuse Screening Questionnaire (GOS-Q). Preliminary items were assessed by 50 addiction experts online and 30 questions were selected. A total of 158 subjects recruited from six community centers for internet addiction participated in this study. Finally, 150 people were used in the analysis after excluding eight non-respondents. GOS-Q, Young's internet addiction scale, and Korean scale for internet addiction were used to assess concurrent validity. Internal consistency and item-total correlations were favorable (α= 0.96, r= 0.47-0.82). Test-retest reliability was moderate in size (r= 0.74). GOS-Q showed superior concurrent validity, and the highest correlation with Y-Scale (r= 0.77). The construct validity was marginally supported by a six-factor model using exploratory factor analysis. The area under the Receiver Operating Characteristic curve was 0.945. The high-risk addiction group was effectively characterized by a cut-off point of 38.5, with a sensitivity of 0.87 and a specificity of 0.88. Overall, the current study supports the use of GOS-Q as a reliable screening tool in a variety of settings.


Assuntos
Comportamento Aditivo/diagnóstico , Comportamento Aditivo/psicologia , Programas de Rastreamento/psicologia , Programas de Rastreamento/normas , Inquéritos e Questionários/normas , Jogos de Vídeo/psicologia , Adolescente , Adulto , Comportamento Aditivo/epidemiologia , Feminino , Humanos , Masculino , Psicometria , Reprodutibilidade dos Testes , República da Coreia/epidemiologia , Adulto Jovem
9.
Neuropsychopharmacology ; 45(6): 964-974, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-31673097

RESUMO

Suicide is a major challenge in public health and is strongly associated with major depressive disorder (MDD). Despite recent neuroimaging developments, the neural correlates of suicide behavior in patients with MDD remain unclear. Independent component analysis (ICA) for neuroimaging data allows the identification of functional brain networks without prior regions of interest and may help to identify neurobiological markers of specific disorders. Using ICA, we investigated the differences in resting-state brain networks in patients with MDD who had or did not have a history of suicide attempts and in healthy controls (HCs). Suicidal depressed (SD) patients, non-suicidal depressed (NSD) patients, and HCs significantly differed from each other in the pattern of connectivity of multiple functional networks, network synchronization, and functional network connectivity (FNC). The patient groups had a decreased network synchronization in the insular, cerebellum, basal ganglia, thalamus, operculum, frontoparietal cortices, and sensory cortices relative to the HCs. The decreased FNC between these networks (insular-default mode network and insular-cerebellum) was found in the SD group compared to the NSD and HC groups. These differences were not related to illness duration and medication status differences between SD and NSD. Furthermore, the degree of FNC in these networks was associated with the suicide ideation and stress level. Our results demonstrated that widespread but discrete network changes in brain networks and their interconnectivity was associated with suicide attempts in patients with MDD. Our results suggest that the neural basis underlying the psychopathology of attempted suicide in patients with MDD involves multiple brain networks and their interaction.


Assuntos
Transtorno Depressivo Maior , Tentativa de Suicídio , Encéfalo/diagnóstico por imagem , Transtorno Depressivo Maior/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Ideação Suicida
10.
Transl Psychiatry ; 9(1): 262, 2019 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-31624227

RESUMO

More than 300 million people worldwide experience depression; annually, ~800,000 people die by suicide. Unfortunately, conventional interview-based diagnosis is insufficient to accurately predict a psychiatric status. We developed machine learning models to predict depression and suicide risk using blood methylome and transcriptome data from 56 suicide attempters (SAs), 39 patients with major depressive disorder (MDD), and 87 healthy controls. Our random forest classifiers showed accuracies of 92.6% in distinguishing SAs from MDD patients, 87.3% in distinguishing MDD patients from controls, and 86.7% in distinguishing SAs from controls. We also developed regression models for predicting psychiatric scales with R2 values of 0.961 and 0.943 for Hamilton Rating Scale for Depression-17 and Scale for Suicide Ideation, respectively. Multi-omics data were used to construct psychiatric status prediction models for improved mental health treatment.


Assuntos
Transtorno Depressivo Maior/diagnóstico , Epigenoma , Tentativa de Suicídio/psicologia , Transcriptoma , Adulto , Estudos de Casos e Controles , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/genética , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Modelos Psicológicos , Escalas de Graduação Psiquiátrica , Adulto Jovem
11.
Psychiatry Investig ; 16(2): 130-138, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30808119

RESUMO

OBJECTIVE: It is necessary to develop new guidelines to delineate the best ways of providing psychosocial care to ensure mental health following a disaster. METHODS: This study applied the scoping review method as a means of establishing evidence-based guidelines for disaster mental health services. A total of 440 literatures were selected through a scoping review of 20,864 documents. Twenty-three recognized experts were invited to participate in the survey and a two-round online Delphi survey was conducted. RESULTS: The concordance rate in the Delphi Round 1 was 95.1%. Six items were excluded and new items were formulated with experts' suggestions. A total of 23 statements were slightly modified to clarify their meaning. In the Delphi Round 2, all items were met with consensus. The three items with the highest consensus among the experts were related to the protection of personal information and privacy. The item with the lowest consensus among experts was related to debriefing. Other items were related to establishing mental health support centers and suicide prevention activities. CONCLUSION: 140 items were developed through scoping reviews based on evidence-based methodology. These items were used to describe the disaster mental health support identified in Delphi. The guideline will provide a foundation for effective preparation and response in disaster situations.

12.
Psychiatry Investig ; 15(4): 361-369, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29669406

RESUMO

OBJECTIVE: Concerns over behavioral and emotional problems caused by excessive internet usage have been developed. This study intended to develop and a standardize questionnaire that can efficiently identify at-risk internet users through their internet usage habits. METHODS: Participants (n=158) were recruited at six I-will-centers located in Seoul, South Korea. From the initial 36 questionnaire item pool, 28 preliminary items were selected through expert evaluation and panel discussions. The construct validity, internal consistency, and concurrent validity were examined. We also conducted Receiver Operating Curve (ROC) analysis to assess diagnostic ability of the Internet Overuse Screening-Questionnaire (IOS-Q). RESULTS: The exploratory factor analysis yielded a five factor structure. Four factors with 17 items remained after items that had unclear factor loading were removed. The Cronbach's alpha for the IOS-Q total score was 0.91, and test-retest reliability was 0.72. The correlation between Young's internet addiction scale and K-scale supported concurrent validity. ROC analysis showed that the IOS-Q has superior diagnostic ability with the Area Under the Curve of 0.87. At the cut-off point of 25.5, the sensitivity was 0.93 and specificity was 0.86. CONCLUSION: Overall, this study supports the use of IOS-Q for internet addiction research and for screening high-risk individuals.

13.
J Nerv Ment Dis ; 205(7): 568-573, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28598958

RESUMO

The aim of this study was to investigate the association between adult Internet game addiction (IGA) and mental disorders. A total of 1401 adults aged between 18 and 74 years participated in this study. The IGA group had significantly younger patients, and it showed a higher proportion of unmarried and unemployed adults, and higher rates of suicidal ideation, plan, and attempt than the non-IGA group. Multivariate logistic regression indicated that IGA was significantly associated with major depressive disorder, dysthymia, and depressive disorders adjusting for all variables. The Patient Health Questionnaire-9 score was significantly higher in the IGA group than in the non-IGA group for both young adults and middle groups. "Escape from negative emotions like nervousness, sadness, and anger" was the only significant item associated with depression among symptoms of IGA. This study suggests that adults with IGA and depression may use Internet games to escape from negative emotions.


Assuntos
Comportamento Aditivo/epidemiologia , Depressão/epidemiologia , Transtornos Mentais/epidemiologia , Suicídio/estatística & dados numéricos , Jogos de Vídeo/estatística & dados numéricos , Adolescente , Adulto , Idoso , Comorbidade , Feminino , Humanos , Internet/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , República da Coreia/epidemiologia , Adulto Jovem
14.
J Affect Disord ; 193: 339-47, 2016 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-26796234

RESUMO

BACKGROUND: Use of mental health services (MHS) by people with suicidal ideation is critical in prevention of suicide, and identification of the factors that influence MHS use may assist in providing efficient interventions and treatments for suicidal individuals. Thus, we investigated the association between socioeconomic factors and use of MHS in people with suicidal ideation. METHOD: We analyzed the data of the Fifth Korea National Health and Nutrition Examination Survey 2010-2012, a nationally representative cross-sectional study of the Korean population. Among the 24,173 people from the national health survey, we investigated the socioeconomic, clinical, and health-related characteristics of 2616 participants aged 19 years and older with suicidal ideation within the previous year. RESULTS: In the logistic regression analyses, after adjusting for potentially confounding factors, the odds ratio (OR) for nonuse of MHS was significant in the subjects aged 65 years or older (OR=4.90), aged 50-64 years (OR=2.11), with 10-12 years of education (OR=1.87), widowed (OR=2.75), with economic activity (OR=1.60), with an employment status of paid employee (OR=1.97), without depressive mood (OR=2.73), having not attempted suicide (OR=4.04), and with no reported problems in their usual activities (OR=2.17). LIMITATIONS: We did not use standardized assessment tools to evaluate suicidal ideation and depressive mood. CONCLUSIONS: We observed a significant influence of several socioeconomic factors, depressive mood, and suicide attempts on the MHS use of adults with suicidal ideation, based on a nationally representative sample of the Korean population.


Assuntos
Serviços de Saúde Mental/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Ideação Suicida , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Feminino , Inquéritos Epidemiológicos , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , República da Coreia , Fatores de Risco , Fatores Socioeconômicos , Adulto Jovem
15.
Int J Oncol ; 47(4): 1545-53, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26238771

RESUMO

During cancer progression, some tumor cells show changes in their plasticity by morphological and phenotypical conversions, as an expression of mesenchymal markers and loss of epithelial markers, collectively referred to as epithelial-mesenchymal transition (EMT). EMT has been increasingly recognized as a critical phenomenon in lung cancer progression. The goal of this study was to identify microRNAs involved in lung cancer progression. A microarray and qRT-PCR were performed to investigate the miRNA expression profiles in mesenchymal-like lung cancer cells. The role of miR­146a in lung cancer progression was measured by invasion and migration assays in vitro. Bioinformatics and luciferase report assays were used to identify the target of miR­146a. The expression of miR­146a was reduced in mesenchymal-like lung cancer cell lines. The overexpression of miR­146a induced a marked reduction of the mesenchymal marker and increase the epithelial marker in lung cancer cell lines. Moreover, the overexpression of miR­146a suppressed lung cancer cell migration and invasion. Co-treatment with miR­146a and gefitinib treatment showed a significant reduction of invasion in the resistant lung cancer cells induced by EMT. The expression of miR­146a was downregulated in advanced lung cancer tissues. Insulin receptor substrate 2 (IRS2), an adaptor protein that modulates normal growth, metabolism, survival, and differentiation, was identified as a target of miR­146a. miR­146a regulated the expression of IRS2 at the mRNA and protein levels. These data demonstrate for the first time that miR­146a suppresses lung cancer progression by repressing IRS2 expression. This provides new insight into the post-transcriptional regulation of lung cancer progression by miRNAs, a potential approach for the treatment of lung cancer.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/patologia , Transição Epitelial-Mesenquimal/genética , Regulação Neoplásica da Expressão Gênica/genética , Proteínas Substratos do Receptor de Insulina/biossíntese , Neoplasias Pulmonares/patologia , MicroRNAs/genética , Western Blotting , Carcinoma Pulmonar de Células não Pequenas/genética , Regulação para Baixo , Humanos , Proteínas Substratos do Receptor de Insulina/genética , Neoplasias Pulmonares/genética , Análise de Sequência com Séries de Oligonucleotídeos , RNA Interferente Pequeno , Transfecção
16.
Ann Occup Environ Med ; 26(1): 39, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25493204

RESUMO

OBJECTIVES: This study aimed to find the prevalence and occupational risk factors for major psychiatric disorders among subway drivers in South Korea. METHODS: Of all 998 current subway drivers, 995 participated in this study. The Korean version of the Composite International Diagnostic Interview (K-CIDI 2.1) was administered by trained interviewers to diagnose psychiatric disorders in all participants. The questions on socio-demographic characteristics and working conditions included some questions related to a person under train (PUT) experience and work-related problems. One-year prevalence and lifetime prevalence of major depressive disorder (MDD), post-traumatic stress disorder (PTSD), and panic disorder were diagnosed through the interview. The standardized prevalence ratios (SPRs) of these three disorders were calculated in the sample of subway drivers using the 2011 Korean National Epidemiologic Survey data as a basis. Multiple logistic regressions were performed to determine the association between work-related factors and the prevalence of the psychiatric disorders. RESULTS: The standardized prevalence ratios (SPRs) for a 1-year prevalence of MDD and PTSD among subway drivers were 1.1 (95% CI 0.7-1.7) and 5.6 (95% CI 3.1-8.8), respectively. Conflict with passengers was significantly associated with an increased risk for both MDD and PTSD in 1-year and in lifetime prevalence. Experiencing a sudden stop due to an emergency bell increased the risk of the lifetime prevalence of MDD (OR 2.61, 95% CI 1.14-6.97) and PTSD (OR 7.53, 95% CI 1.77-32.02). The risk of PTSD significantly increased among drivers who once experienced a near accident in terms of both the 1-year prevalence (OR 8.81, 95% CI 1.96-39.3) and the lifetime prevalence (OR 6.36, 95% CI 2.40-16.90). CONCLUSIONS: PTSD and panic disorder were more prevalent among subway drivers than in the general population. We found that having a conflict with passengers, a near accident, and a breakdown while driving can be risk factors for psychiatric disorders among subway drivers. Therefore, a prompt and sensitive approach should be introduced for these high risk groups within the subway company.

17.
Stat Appl Genet Mol Biol ; 12(2): 207-23, 2013 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-23502343

RESUMO

In omics studies aimed at the early detection and diagnosis of cancer, bioinformatics tools play a significant role when analyzing high dimensional, complex datasets, as well as when identifying a small set of biomarkers. However, in many cases, there are ambiguities in the robustness and the consistency of the discovered biomarker sets, since the feature selection methods often lead to irreproducible results. To address this, both the stability and the classification power of several chemometrics-based feature selection algorithms were evaluated using the Monte Carlo sampling technique, aiming at finding the most suitable feature selection methods for early cancer detection and biomarker discovery. To this end, two data sets were analyzed, which comprised of MALDI-TOF-MS and LC/TOF-MS spectra measured on serum samples in order to diagnose ovarian cancer. Using these datasets, the stability and the classification power of multiple feature subsets found by different feature selection methods were quantified by varying either the number of selected features, or the number of samples in the training set, with special emphasis placed on the property of stability. The results show that high consistency does not necessarily guarantee high predictive power. In addition, differences in the stability, as well as agreement in feature lists between several feature selection methods, depend on several factors, such as the number of available samples, feature sizes, quality of the information in the dataset, etc. Among the tested methods, only the variable importance in projection (VIP)-based method shows complementary properties, providing both highly consistent and accurate subsets of features. In addition, successive projection analysis (SPA) was excellent with regards to maintaining high stability over a wide range of experimental conditions. The stability of several feature selection methods is highly variable, stressing the importance of making the proper choice among feature selection methods. Therefore, rather than evaluating the selected features using only classification accuracy, stability measurements should be examined as well to improve the reliability of biomarker discovery.


Assuntos
Biomarcadores Tumorais , Detecção Precoce de Câncer/métodos , Espectrometria de Massas , Neoplasias/diagnóstico , Algoritmos , Biologia Computacional/métodos , Bases de Dados Factuais , Feminino , Humanos , Neoplasias Ovarianas/diagnóstico , Reprodutibilidade dos Testes , Tamanho da Amostra
18.
Psychiatry Investig ; 10(4): 352-8, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24474983

RESUMO

OBJECTIVE: The 12-item General Health Questionnaire (GHQ-12) has been used extensively in various settings across different cultures. This study was conducted to determine the thresholds associated with optimum sensitivity and specificity for the GHQ-12 in Korean adults. METHODS: Data was acquired from a sample of 6,510 Korean adults, ages 18 to 64 years old, who were selected from the 2005 Census (2,581 men and 3,929 women). Participants completed the GHQ-12 and the Korean Composite International Diagnostic Interview (K-CIDI). Receiver Operating Characteristic (ROC) curve analysis was conducted. RESULTS: The mean GHQ-12 score for the total sample was 1.63 (SD 1.98). The internal consistency of the GHQ-12 was good (Cronbach's α=0.72). Results from the ROC curve indicated that the GHQ-12 yielded greater accuracy when identifying mood and anxiety disorders than when identifying all mental disorders as a whole. The optimal threshold of the GHQ-12 was either 1/2 or 2/3 point depending on the disorder, but was mainly 2/3. CONCLUSION: The Korean version of the GHQ-12 could be used to screen for individuals at high risk of mental disorders, namely mood and anxiety disorders.

19.
Anal Chim Acta ; 757: 11-8, 2012 Dec 13.
Artigo em Inglês | MEDLINE | ID: mdl-23206391

RESUMO

In multivariate calibration with the spectral dataset, variable selection is often applied to identify relevant subset of variables, leading to improved prediction accuracy and easy interpretation of the selected fingerprint regions. Until now, numerous variable selection methods have been proposed, but a proper choice among them is not trivial. Furthermore, in many cases, a set of variables found by those methods might not be robust due to the irreproducibility and uncertainty issues, posing a great challenge in improving the reliability of the variable selection. In this study, the reproducibility of the 5 variable selection methods was investigated quantitatively for evaluating their performance. The reproducibility of variable selection was quantified by using Monte-Carlo sub-sampling (MCS) techniques together with the quantitative similarity measure designed for the highly collinear spectral dataset. The investigation of reproducibility and prediction accuracy of the several variable selection algorithms with two different near-infrared (NIR) datasets illustrated that the different variable selection methods exhibited wide variability in their performance, especially in their capabilities to identify the consistent subset of variables from the spectral datasets. Thus the thorough assessment of the reproducibility together with the predictive accuracy of the identified variables improved the statistical validity and confidence of the selection outcome, which cannot be addressed by the conventional evaluation schemes.

20.
Cyberpsychol Behav Soc Netw ; 15(7): 373-7, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22663306

RESUMO

Internet addiction has been considered to be associated with poor impulse control. The aim of this study is to compare the trait impulsivity of those suffering from Internet addiction with that of individuals suffering from pathological gambling. Twenty-seven patients diagnosed with Internet addiction (age: 24.78±4.37 years), 27 patients diagnosed with pathological gambling (age: 25.67±3.97 years), and 27 healthy controls (age: 25.33±2.79 years) were enrolled in this study. All patients were men seeking treatment. Trait impulsivity and the severity of the Internet addiction and pathological gambling were measured by the Barratt Impulsiveness Scale-11, the Young's Internet Addiction Test, and the South Oaks Gambling Screen, respectively. The Beck Depression Inventory and the Beck Anxiety Inventory were also administered to all subjects. Our results show that those suffering from Internet addiction showed increased levels of trait impulsivity which were comparable to those of patients diagnosed with pathological gambling. Additionally, the severity of Internet addiction was positively correlated with the level of trait impulsivity in patients with Internet addiction. These results state that Internet addiction can be conceptualized as an impulse control disorder and that trait impulsivity is a marker for vulnerability to Internet addiction.


Assuntos
Comportamento Aditivo/psicologia , Jogo de Azar/psicologia , Comportamento Impulsivo/psicologia , Internet , Adulto , Humanos , Masculino , Inquéritos e Questionários
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