Epidemiology and Psychiatric Sciences最新文献

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Using an intersectionality-based approach to evaluate mental health services use among gay, bisexual and other men who have sex with men in Montreal, Toronto and Vancouver. 采用基于交叉性的方法,评估蒙特利尔、多伦多和温哥华的男同性恋、双性恋和其他男男性行为者使用心理健康服务的情况。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-03-05 DOI: 10.1017/S2045796024000143
Ivan Marbaniang, Erica E M Moodie, Eric Latimer, Shayna Skakoon-Sparling, Trevor A Hart, Daniel Grace, David M Moore, Nathan J Lachowsky, Jody Jollimore, Gilles Lambert, Terri Zhang, Milada Dvorakova, Joseph Cox
{"title":"Using an intersectionality-based approach to evaluate mental health services use among gay, bisexual and other men who have sex with men in Montreal, Toronto and Vancouver.","authors":"Ivan Marbaniang, Erica E M Moodie, Eric Latimer, Shayna Skakoon-Sparling, Trevor A Hart, Daniel Grace, David M Moore, Nathan J Lachowsky, Jody Jollimore, Gilles Lambert, Terri Zhang, Milada Dvorakova, Joseph Cox","doi":"10.1017/S2045796024000143","DOIUrl":"10.1017/S2045796024000143","url":null,"abstract":"<p><strong>Aims: </strong>To cope with homonegativity-generated stress, gay, bisexual and other men who have sex with men (GBM) use more mental health services (MHS) compared with heterosexual men. Most previous research on MHS among GBM uses data from largely white HIV-negative samples. Using an intersectionality-based approach, we evaluated the concomitant impact of racialization and HIV stigma on MHS use among GBM, through the mediating role of perceived discrimination (PD).</p><p><strong>Methods: </strong>We used baseline data from 2371 GBM enrolled in the Engage cohort study, collected between 2017 and 2019, in Montreal, Toronto and Vancouver, using respondent-driven sampling. The exposure was GBM groups: <b>Group 1</b> (<i>n</i> = 1376): white HIV-negative; <b>Group 2</b> (<i>n</i> = 327): white living with HIV; <b>Group 3</b> (<i>n</i> = 577): racialized as non-white HIV-negative; <b>Group 4</b> (<i>n</i> = 91): racialized as non-white living with HIV. The mediator was interpersonal PD scores measured using the Everyday Discrimination Scale (5-item version). The outcome was MHS use (yes/no) in the prior 6 months. We fit a three-way decomposition of causal mediation effects utilizing the imputation method for natural effect models. We obtained odds ratios (ORs) for pure direct effect (PDE, unmediated effect), pure indirect effect (PIE, mediated effect), mediated interaction effect (MIE, effect due to interaction between the exposure and mediator) and total effect (TE, overall effect). Analyses controlled for age, chronic mental health condition, Canadian citizenship, being cisgender and city of enrolment.</p><p><strong>Results: </strong>Mean PD scores were highest for racialized HIV-negative GBM (10.3, SD: 5.0) and lowest for white HIV-negative GBM (8.4, SD: 3.9). MHS use was highest in white GBM living with HIV (GBMHIV) (40.4%) and lowest in racialized HIV-negative GBM (26.9%). Compared with white HIV-negative GBM, white GBMHIV had higher TE (OR: 1.71; 95% CI: 1.27, 2.29) and PDE (OR: 1.68; 95% CI: 1.27, 2.24), and racialized HIV-negative GBM had higher PIE (OR: 1.09; 95% CI: 1.02, 1.17). Effects for racialized GBMHIV did not significantly differ from those of white HIV-negative GBM. MIEs across all groups were comparable.</p><p><strong>Conclusions: </strong>Higher MHS use was observed among white GBMHIV compared with white HIV-negative GBM. PD positively mediated MHS use only among racialized HIV-negative GBM. MHS may need to take into account the intersecting impact of homonegativity, racism and HIV stigma on the mental health of GBM.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e10"},"PeriodicalIF":8.1,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10940056/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140027755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Incidence of mental health diagnoses during the COVID-19 pandemic: a multinational network study. COVID-19 大流行期间精神健康诊断的发生率:一项多国网络研究。
IF 5.9 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-03-04 DOI: 10.1017/S2045796024000088
Yi Chai, Kenneth K C Man, Hao Luo, Carmen Olga Torre, Yun Kwok Wing, Joseph F Hayes, David P J Osborn, Wing Chung Chang, Xiaoyu Lin, Can Yin, Esther W Chan, Ivan C H Lam, Stephen Fortin, David M Kern, Dong Yun Lee, Rae Woong Park, Jae-Won Jang, Jing Li, Sarah Seager, Wallis C Y Lau, Ian C K Wong
{"title":"Incidence of mental health diagnoses during the COVID-19 pandemic: a multinational network study.","authors":"Yi Chai, Kenneth K C Man, Hao Luo, Carmen Olga Torre, Yun Kwok Wing, Joseph F Hayes, David P J Osborn, Wing Chung Chang, Xiaoyu Lin, Can Yin, Esther W Chan, Ivan C H Lam, Stephen Fortin, David M Kern, Dong Yun Lee, Rae Woong Park, Jae-Won Jang, Jing Li, Sarah Seager, Wallis C Y Lau, Ian C K Wong","doi":"10.1017/S2045796024000088","DOIUrl":"10.1017/S2045796024000088","url":null,"abstract":"<p><strong>Aims: </strong>Population-wide restrictions during the COVID-19 pandemic may create barriers to mental health diagnosis. This study aims to examine changes in the number of incident cases and the incidence rates of mental health diagnoses during the COVID-19 pandemic.</p><p><strong>Methods: </strong>By using electronic health records from France, Germany, Italy, South Korea and the UK and claims data from the US, this study conducted interrupted time-series analyses to compare the monthly incident cases and the incidence of depressive disorders, anxiety disorders, alcohol misuse or dependence, substance misuse or dependence, bipolar disorders, personality disorders and psychoses diagnoses before (January 2017 to February 2020) and after (April 2020 to the latest available date of each database [up to November 2021]) the introduction of COVID-related restrictions.</p><p><strong>Results: </strong>A total of 629,712,954 individuals were enrolled across nine databases. Following the introduction of restrictions, an immediate decline was observed in the number of incident cases of all mental health diagnoses in the US (rate ratios (RRs) ranged from 0.005 to 0.677) and in the incidence of all conditions in France, Germany, Italy and the US (RRs ranged from 0.002 to 0.422). In the UK, significant reductions were only observed in common mental illnesses. The number of incident cases and the incidence began to return to or exceed pre-pandemic levels in most countries from mid-2020 through 2021.</p><p><strong>Conclusions: </strong>Healthcare providers should be prepared to deliver service adaptations to mitigate burdens directly or indirectly caused by delays in the diagnosis and treatment of mental health conditions.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e9"},"PeriodicalIF":5.9,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10940053/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140021235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Disparities in neighbourhood characteristics and 10-year dementia risk by nativity status. 按原籍身份划分的邻里特征差异和 10 年痴呆症风险。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-02-15 DOI: 10.1017/S2045796024000076
R Wong, D Soong
{"title":"Disparities in neighbourhood characteristics and 10-year dementia risk by nativity status.","authors":"R Wong, D Soong","doi":"10.1017/S2045796024000076","DOIUrl":"10.1017/S2045796024000076","url":null,"abstract":"<p><strong>Aims: </strong>Prior research indicates that neighbourhood disadvantage increases dementia risk. There is, however, inconclusive evidence on the relationship between nativity and cognitive impairment. To our knowledge, our study is the first to analyse how nativity and neighbourhood interact to influence dementia risk.</p><p><strong>Methods: </strong>Ten years of prospective cohort data (2011-2020) were retrieved from the National Health and Aging Trends Study, a nationally representative sample of 5,362 U.S. older adults aged 65+. Cox regression analysed time to dementia diagnosis using nativity status (foreign- or native-born) and composite scores for neighbourhood physical disorder (litter, graffiti and vacancies) and social cohesion (know, help and trust each other), after applying sampling weights and imputing missing data.</p><p><strong>Results: </strong>In a weighted sample representing 26.9 million older adults, about 9.5% (<i>n</i> = 2.5 million) identified as foreign-born and 24.4% (<i>n</i> = 6.5 million) had an incident dementia diagnosis. Average baseline neighbourhood physical disorder was 0.19 (range 0-9), and baseline social cohesion was 4.28 (range 0-6). Baseline neighbourhood physical disorder was significantly higher among foreign-born (mean = 0.28) compared to native-born (mean = 0.18) older adults (<i>t</i> = -2.4, <i>p</i> = .02). Baseline neighbourhood social cohesion was significantly lower for foreign-born (mean = 3.57) compared to native-born (mean = 4.33) older adults (<i>t</i> = 5.5, <i>p</i> < .001). After adjusting for sociodemographic, health and neighbourhood variables, foreign-born older adults had a 51% significantly higher dementia risk (adjusted hazard ratio = 1.51, 95% CI = 1.19-1.90, <i>p</i> < .01). There were no significant interactions for nativity with neighbourhood physical disorder or social cohesion.</p><p><strong>Conclusions: </strong>Our findings suggest that foreign-born older adults have higher neighbourhood physical disorder and lower social cohesion compared to native-born older adults. Despite the higher dementia risk, we observed for foreign-born older adults, and this relationship was not moderated by either neighbourhood physical disorder or social cohesion. Further research is needed to understand what factors are contributing to elevated dementia risk among foreign-born older adults.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e7"},"PeriodicalIF":8.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894703/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139734781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A critical overview of emotion processing assessment in non-affective and affective psychoses. 非情感性精神病和情感性精神病的情感处理评估综述。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-02-15 DOI: 10.1017/S204579602400009X
Irene Gorrino, Maria Gloria Rossetti, Francesca Girelli, Marcella Bellani, Cinzia Perlini, Giulia Mattavelli
{"title":"A critical overview of emotion processing assessment in non-affective and affective psychoses.","authors":"Irene Gorrino, Maria Gloria Rossetti, Francesca Girelli, Marcella Bellani, Cinzia Perlini, Giulia Mattavelli","doi":"10.1017/S204579602400009X","DOIUrl":"10.1017/S204579602400009X","url":null,"abstract":"<p><strong>Aims: </strong>Patients with affective and non-affective psychoses show impairments in both the identification and discrimination of facial affect, which can significantly reduce their quality of life. The aim of this commentary is to present the strengths and weaknesses of the available instruments for a more careful evaluation of different stages of emotion processing in clinical and experimental studies on patients with non-affective and affective psychoses.</p><p><strong>Methods: </strong>We reviewed the existing literature to identify different tests used to assess the ability to recognise (e.g. Ekman 60-Faces Test, Facial Emotion Identification Test and Penn Emotion Recognition Test) and to discriminate emotions (e.g. Face Emotion Discrimination Test and Emotion Differentiation Task).</p><p><strong>Results: </strong>The current literature revealed that few studies combine instruments to differentiate between different levels of emotion processing disorders. The lack of comprehensive instruments that integrate emotion recognition and discrimination assessments prevents a full understanding of patients' conditions.</p><p><strong>Conclusions: </strong>This commentary underlines the need for a detailed evaluation of emotion processing ability in patients with non-affective and affective psychoses, to characterise the disorder at early phases from the onset of the disease and to design rehabilitation treatments.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e8"},"PeriodicalIF":8.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894699/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139734780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Somatic disease burden and depression risk in late life: a community-based study. 晚年躯体疾病负担与抑郁风险:一项基于社区的研究。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-02-08 DOI: 10.1017/S2045796024000064
Federico Triolo, Davide Liborio Vetrano, Linnea Sjöberg, Amaia Calderón-Larrañaga, Martino Belvederi Murri, Laura Fratiglioni, Serhiy Dekhtyar
{"title":"Somatic disease burden and depression risk in late life: a community-based study.","authors":"Federico Triolo, Davide Liborio Vetrano, Linnea Sjöberg, Amaia Calderón-Larrañaga, Martino Belvederi Murri, Laura Fratiglioni, Serhiy Dekhtyar","doi":"10.1017/S2045796024000064","DOIUrl":"10.1017/S2045796024000064","url":null,"abstract":"<p><strong>Aims: </strong>Co-occurring somatic diseases exhibit complex clinical profiles, which can differentially impact the development of late-life depression. Within a community-based cohort, we aimed to explore the association between somatic disease burden, both in terms of the number of diseases and their patterns, and the incidence of depression in older people.</p><p><strong>Methods: </strong>We analysed longitudinal data of depression- and dementia-free individuals aged 60+ years from the population-based Swedish National Study on Aging and Care in Kungsholmen. Depression diagnoses were clinically ascertained following the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition Text Revision over a 15-year follow-up. Somatic disease burden was assessed at baseline through a comprehensive list of chronic diseases obtained by combining information from clinical examinations, medication reviews and national registers and operationalized as (i) disease count and (ii) patterns of co-occurring diseases from latent class analysis. The association of somatic disease burden with depression incidence was investigated using Cox models, accounting for sociodemographic, lifestyle and clinical factors.</p><p><strong>Results: </strong>The analytical sample comprised 2904 people (mean age, 73.2 [standard deviation (SD), 10.5]; female, 63.1%). Over the follow-up (mean length, 9.6 years [SD, 4 years]), 225 depression cases were detected. Each additional disease was associated with the occurrence of any depression in a dose-response manner (hazard ratio [HR], 1.16; 95% confidence interval [CI]: 1.08, 1.24). As for disease patterns, individuals presenting with sensory/anaemia (HR, 1.91; 95% CI: 1.03, 3.53), thyroid/musculoskeletal (HR, 1.90; 95% CI: 1.06, 3.39) and cardiometabolic (HR, 2.77; 95% CI: 1.40, 5.46) patterns exhibited with higher depression hazards, compared to those without 2+ diseases (multimorbidity). In the subsample of multimorbid individuals (85%), only the cardiometabolic pattern remained associated with a higher depression hazard compared to the unspecific pattern (HR, 1.71; 95% CI: 1.02, 2.84).</p><p><strong>Conclusions: </strong>Both number and patterns of co-occurring somatic diseases are associated with an increased risk of late-life depression. Mental health should be closely monitored among older adults with high somatic burden, especially if affected by cardiometabolic multimorbidity.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e6"},"PeriodicalIF":8.1,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894701/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139702149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Post-traumatic stress disorder as a risk factor for major adverse cardiovascular events: a cohort study of a South African medical insurance scheme. 创伤后应激障碍作为主要不良心血管事件的风险因素:南非医疗保险计划的一项队列研究。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-02-05 DOI: 10.1017/S2045796024000052
Cristina Mesa-Vieira, Christiane Didden, Michael Schomaker, Johannes P Mouton, Naomi Folb, Leigh L van den Heuvel, Chiara Gastaldon, Morna Cornell, Mpho Tlali, Reshma Kassanjee, Oscar H Franco, Soraya Seedat, Andreas D Haas
{"title":"Post-traumatic stress disorder as a risk factor for major adverse cardiovascular events: a cohort study of a South African medical insurance scheme.","authors":"Cristina Mesa-Vieira, Christiane Didden, Michael Schomaker, Johannes P Mouton, Naomi Folb, Leigh L van den Heuvel, Chiara Gastaldon, Morna Cornell, Mpho Tlali, Reshma Kassanjee, Oscar H Franco, Soraya Seedat, Andreas D Haas","doi":"10.1017/S2045796024000052","DOIUrl":"10.1017/S2045796024000052","url":null,"abstract":"<p><strong>Aims: </strong>Prior research, largely focused on US male veterans, indicates an increased risk of cardiovascular disease among individuals with post-traumatic stress disorder (PTSD). Data from other settings and populations are scarce. The objective of this study is to examine PTSD as a risk factor for incident major adverse cardiovascular events (MACEs) in South Africa.</p><p><strong>Methods: </strong>We analysed reimbursement claims (2011-2020) of a cohort of South African medical insurance scheme beneficiaries aged 18 years or older. We calculated adjusted hazard ratios (aHRs) for associations between PTSD and MACEs using Cox proportional hazard models and calculated the effect of PTSD on MACEs using longitudinal targeted maximum likelihood estimation.</p><p><strong>Results: </strong>We followed 1,009,113 beneficiaries over a median of 3.0 years (IQR 1.1-6.0). During follow-up, 12,662 (1.3%) persons were diagnosed with PTSD and 39,255 (3.9%) had a MACE. After adjustment for sex, HIV status, age, population group, substance use disorders, psychotic disorders, major depressive disorder, sleep disorders and the use of antipsychotic medication, PTSD was associated with a 16% increase in the risk of MACEs (aHR 1.16, 95% confidence interval (CI) 1.05-1.28). The risk ratio for the effect of PTSD on MACEs decreased from 1.59 (95% CI 1.49-1.68) after 1 year of follow-up to 1.14 (95% CI 1.11-1.16) after 8 years of follow-up.</p><p><strong>Conclusion: </strong>Our study provides empirical support for an increased risk of MACEs in males and females with PTSD from a general population sample in South Africa. These findings highlight the importance of monitoring cardiovascular risk among individuals diagnosed with PTSD.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e5"},"PeriodicalIF":8.1,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894700/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139680856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter to the Editor in Response to 'Population-based cohort study of oral contraceptive use and risk of depression'. 致编辑的信,回应 "口服避孕药使用与抑郁风险的人群队列研究"。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-02-01 DOI: 10.1017/S2045796024000039
P Kendall, A Lazorwitz
{"title":"Letter to the Editor in Response to 'Population-based cohort study of oral contraceptive use and risk of depression'.","authors":"P Kendall, A Lazorwitz","doi":"10.1017/S2045796024000039","DOIUrl":"10.1017/S2045796024000039","url":null,"abstract":"","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e4"},"PeriodicalIF":8.1,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894698/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139650527","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ground-breaking change to the mental health section of the WHO Model List of Essential Medicines: implications for low- and middle-income countries. 世界卫生组织基本药物示范清单》精神健康部分的突破性变化:对中低收入国家的影响。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-02-01 DOI: 10.1017/S2045796024000040
Corrado Barbui, Davide Papola, Beatrice Todesco, Chiara Gastaldon, Giovanni Ostuzzi
{"title":"Ground-breaking change to the mental health section of the WHO Model List of Essential Medicines: implications for low- and middle-income countries.","authors":"Corrado Barbui, Davide Papola, Beatrice Todesco, Chiara Gastaldon, Giovanni Ostuzzi","doi":"10.1017/S2045796024000040","DOIUrl":"10.1017/S2045796024000040","url":null,"abstract":"","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e3"},"PeriodicalIF":8.1,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894702/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139650526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Contribution of socio-demographic and clinical characteristics to predict initial referrals to psychosocial interventions in patients with serious mental illness. 社会人口学和临床特征对预测重症精神病患者最初转诊接受社会心理干预的贡献。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-01-29 DOI: 10.1017/S2045796024000015
Guillaume Barbalat, Julien Plasse, Isabelle Chéreau-Boudet, Benjamin Gouache, Emilie Legros-Lafarge, Catherine Massoubre, Nathalie Guillard-Bouhet, Frédéric Haesebaert, Nicolas Franck
{"title":"Contribution of socio-demographic and clinical characteristics to predict initial referrals to psychosocial interventions in patients with serious mental illness.","authors":"Guillaume Barbalat, Julien Plasse, Isabelle Chéreau-Boudet, Benjamin Gouache, Emilie Legros-Lafarge, Catherine Massoubre, Nathalie Guillard-Bouhet, Frédéric Haesebaert, Nicolas Franck","doi":"10.1017/S2045796024000015","DOIUrl":"10.1017/S2045796024000015","url":null,"abstract":"<p><strong>Aims: </strong>Psychosocial rehabilitation (PSR) is at the core of psychiatric recovery. There is a paucity of evidence regarding how the needs and characteristics of patients guide clinical decisions to refer to PSR interventions. Here, we used explainable machine learning methods to determine how socio-demographic and clinical characteristics contribute to initial referrals to PSR interventions in patients with serious mental illness.</p><p><strong>Methods: </strong>Data were extracted from the French network of rehabilitation centres, REHABase, collected between years 2016 and 2022 and analysed between February and September 2022. Participants presented with serious mental illnesses, including schizophrenia spectrum disorders, bipolar disorders, autism spectrum disorders, depressive disorders, anxiety disorders and personality disorders. Information from 37 socio-demographic and clinical variables was extracted at baseline and used as potential predictors. Several machine learning models were tested to predict initial referrals to four PSR interventions: cognitive behavioural therapy (CBT), cognitive remediation (CR), psychoeducation (PE) and vocational training (VT). Explanatory power of predictors was determined using the artificial intelligence-based SHAP (SHapley Additive exPlanations) method from the best performing algorithm.</p><p><strong>Results: </strong>Data from a total of 1146 patients were included (mean age, 33.2 years [range, 16-72 years]; 366 [39.2%] women). A random forest algorithm demonstrated the best predictive performance, with a moderate or average predictive accuracy [micro-averaged area under the receiver operating curve from 'external' cross-validation: 0.672]. SHAP dependence plots demonstrated insightful associations between socio-demographic and clinical predictors and referrals to PSR programmes. For instance, patients with psychotic disorders were more likely to be referred to PE and CR, while those with non-psychotic disorders were more likely to be referred to CBT and VT. Likewise, patients with social dysfunctions and lack of educational attainment were more likely to be referred to CR and VT, while those with better functioning and education were more likely to be referred to CBT and PE.</p><p><strong>Conclusions: </strong>A combination of socio-demographic and clinical features was not sufficient to accurately predict initial referrals to four PSR programmes among a French network of rehabilitation centres. Referrals to PSR interventions may also involve service- and clinician-level factors. Considering socio-demographic and clinical predictors revealed disparities in referrals with respect to diagnoses, current clinical and psychological issues, functioning and education.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e2"},"PeriodicalIF":8.1,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894705/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139570039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Access to and perceived unmet need for mental health services and support in a community sample of UK adolescents with and without experience of childhood adversity. 在英国社区抽样调查中,有童年逆境经历和没有童年逆境经历的青少年获得心理健康服务和支持的情况,以及他们认为未得到满足的心理健康服务和支持需求。
IF 8.1 2区 医学
Epidemiology and Psychiatric Sciences Pub Date : 2024-01-24 DOI: 10.1017/S2045796024000027
E Soneson, S R White, E Howarth, T Ford, M Fazel, P B Jones
{"title":"Access to and perceived unmet need for mental health services and support in a community sample of UK adolescents with and without experience of childhood adversity.","authors":"E Soneson, S R White, E Howarth, T Ford, M Fazel, P B Jones","doi":"10.1017/S2045796024000027","DOIUrl":"10.1017/S2045796024000027","url":null,"abstract":"<p><strong>Aims: </strong>Children and adolescents with a history of adverse childhood experiences (ACEs) are more likely than their peers to develop mental health difficulties, but not enough is known about their help-seeking behaviours and preferences. We aimed to determine whether ACEs are associated with access to and perceived unmet need for mental health services and support amongst secondary school students.</p><p><strong>Methods: </strong>We used multi-level logistic regression with data from the 2020 OxWell Student Survey to assess whether ACEs were associated with (1) prior access to mental health support and (2) perceived unmet need for mental health services in a community sample of English secondary school students. We assessed ACEs as a cumulative score from the Center for Youth Wellness Adverse Childhood Experiences Questionnaire: Teen Self-Report version and accounted for current mental health difficulties as measured by the 25-item Revised Children's Anxiety and Depression Scale (RCADS).</p><p><strong>Results: </strong>Our analysis included 2018 students across 64 schools, of whom 29.9% (598/2002) reported prior access to mental health support. Of those not reporting prior access, 34.1% (469/1377) reported a perceived unmet need for services. In the unadjusted models, cumulative ACE scores were significantly positively associated with both prior access to mental health support (odds ratio (OR) = 1.36; 95% confidence interval (CI): 1.29-1.43) and perceived unmet need for mental health services (OR = 1.47; 95% CI: 1.37-1.59), meaning that students who had experienced adversity had a greater chance of having previously accessed support as well as perceiving an unmet need for services. After adjusting for mental health difficulties and other sociodemographic variables, cumulative ACE scores were positively associated with prior access (adjusted OR (aOR) = 1.25; 95% CI: 1.17-1.34 with a significant interaction between RCADS and ACE scores, aOR = 0.88; 95% CI: 0.84-0.93) as well as perceived unmet need (aOR = 1.32; 95% CI: 1.21-1.43 with a significant interaction between RCADS and ACE scores, aOR = 0.85; 95% CI: 0.78-0.91).</p><p><strong>Conclusions: </strong>Although it is encouraging that adolescents with experience of adversity are more likely than their peers with similar levels of depression and anxiety symptoms to have accessed mental health support, there remains a concern that those who <i>have not</i> accessed support are more likely to perceive an as-yet unmet need for it. Mental health support must be available, accessible and acceptable to all who need it, especially for those groups that traditionally have not accessed services, including the more marginalised and vulnerable populations.</p>","PeriodicalId":11787,"journal":{"name":"Epidemiology and Psychiatric Sciences","volume":"33 ","pages":"e1"},"PeriodicalIF":8.1,"publicationDate":"2024-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615639/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139542100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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