{"title":"Exposing the essence: evaluating quality, readability, trustworthiness, and understandability of information on depression in YouTube videos and the web.","authors":"Vijay Gogoi, Priyadarshee Abhishek, Aaryaman Chatterjee, Subhashish Nath, Pramita Sengupta","doi":"10.1080/09638237.2025.2512327","DOIUrl":"10.1080/09638237.2025.2512327","url":null,"abstract":"<p><strong>Background: </strong>Depression is a common mental disorder worldwide. The internet offers a wide range of digital resources on depression, but its credibility is sometimes doubted due to the potential for erroneous information, which can worsen the stigma surrounding mental health and deter individuals from seeking professional services.</p><p><strong>Aims: </strong>This paper aimed to analyze the contents of depression on Google and YouTube videos.</p><p><strong>Methods: </strong>The readability, trustworthiness, understandability, and overall quality of the information were investigated using readability indexes, PEMAT-AV, NLM criteria for trustworthiness, and a self-structured questionnaire.</p><p><strong>Results: </strong>A total of 85 websites and 80 YouTube videos on depression were evaluated. The National Work Group on Literacy and Health recommends that patient-oriented literature should be written at or below a sixth-grade level. However, 88% of the websites are written above a 9th-grade and are difficult to read. The majority of YouTube videos were from private agencies, in contrast to government agencies. Most content describes clinical symptoms, with 50% validating ICD/DSM criteria. However, less than 50% detailed onset, prognosis, or course of illness. Websites describe treatment modalities more frequently and have educational utility.</p><p><strong>Conclusions: </strong>There is a need for regulations on the dissemination of health-related information on the internet.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"556-561"},"PeriodicalIF":3.2,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144209940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Social need, mental health challenges, and suicide risk among laundromat customers: an opportunity for intervention.","authors":"Vanessa Schick, J'Qualin Williams, Jack Tsai","doi":"10.1080/09638237.2025.2558507","DOIUrl":"https://doi.org/10.1080/09638237.2025.2558507","url":null,"abstract":"<p><strong>Background: </strong>Reducing barriers to engagement in mental health services by meeting people in the communities \"where they are\" has potential to reach those who would be otherwise disengaged.</p><p><strong>Aims: </strong>This study explores the potential of laundromats as a space to reach individuals with elevated social, mental health, and suicide risk.</p><p><strong>Methods: </strong>Participants (<i>N</i> = 197) were recruited from over 50 laundromats across San Antonio, Texas. Rates of mental health conditions and suicide risk were compared to national estimates, and analyses were supplemented with bootstrapped samples.</p><p><strong>Results: </strong>The majority (60%) of participants indicated one or more financial need. Participants were significantly more likely to report poor/fair mental health and screen positive for suicidal ideation relative to the national average. In a multivariable logistic regression, suicidal ideation was related age, education and housing insecurity prior to the addition of mental health. Over 1/3 of participants indicated an interest in receiving behavioral health services at a laundromat.</p><p><strong>Conclusions: </strong>Laundromat customers in San Antonio, Texas reported poorer mental health and elevated suicidal ideation relative to the national average. Current utilization of mental health services was low with many participants indicating an interest in receiving services at the laundromat, suggesting an opportunity for community intervention.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"1-11"},"PeriodicalIF":3.2,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145114825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anton N Isaacs, Sharon Lawn, Caroline Lambert, Anna Dyer
{"title":"A qualitative study of the responsibilities and unmet needs of carers of persons with severe mental health challenges.","authors":"Anton N Isaacs, Sharon Lawn, Caroline Lambert, Anna Dyer","doi":"10.1080/09638237.2025.2558501","DOIUrl":"https://doi.org/10.1080/09638237.2025.2558501","url":null,"abstract":"<p><strong>Background: </strong>Community care for persons with severe mental health challenges [SMHC] is typically provided by family members or relatives who are referred to as carers or caregivers. Identifying carer needs and suggestions for support is therefore critical to the enhancement of community care for such individuals.</p><p><strong>Aim: </strong>This study aimed to explore the responsibilities and unmet needs of carers of persons with SMHC.</p><p><strong>Methods: </strong>Semi-structured interviews were conducted with carers of persons with severe mental health challenges. Data were analysed thematically.</p><p><strong>Results: </strong>Fourteen carers were interviewed for the study. Twelve of them (86%) cared for their own adult children and 8 (57%) had been in the caring role for over 10 years. Five categories emerged from the data. They were: (1) The responsibility for caring falls on the carer, (2) Caring is exhausting work, (3) Carers are secondary consumers, (4) Carers have specific needs and (5) What carers want.</p><p><strong>Conclusion: </strong>Family carers have no reasonable alternative but to take over the responsibility of caring. Caring is exhausting work and carers struggle to cope with the challenges of caring to the point where they become mentally unwell themselves. Therefore, carers need to be treated as secondary consumers.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"1-11"},"PeriodicalIF":3.2,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145076457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Toby Raeburn, Meena Gupta, Lainie Cadry, Matthew Ireland
{"title":"Mental health nurse practitioner psychotherapy; a scoping review.","authors":"Toby Raeburn, Meena Gupta, Lainie Cadry, Matthew Ireland","doi":"10.1080/09638237.2025.2558505","DOIUrl":"https://doi.org/10.1080/09638237.2025.2558505","url":null,"abstract":"<p><strong>Background: </strong>Mental health nurse practitioners represent a workforce with capacity to significantly contribute to meeting public need for psychotherapy.</p><p><strong>Aim: </strong>The purpose of this scoping review study is to synthesize evidence regarding mental health nurse practitioner use of psychotherapy.</p><p><strong>Methods: </strong>Arksey and O' Malley's framework was used to guide the review which sought and synthesized papers written in English published between January 2000- April 2025 describing mental health nurse practitioners use of psychotherapy.</p><p><strong>Results: </strong>Sixteen papers were included, nine written in the United States, four from Australia, and one each from South Africa, the Netherlands and Korea. Studies revealed that mental health nurse practitioners utilize a wide range of psychotherapy to assist people throughout the lifespan and across diverse settings. However, despite such wide-ranging and valuable service provision regulatory barriers often restrict mental health nurse practitioners' delivery of psychotherapy.</p><p><strong>Conclusion: </strong>Evidence outlined in this scoping review challenges governments, policy advisors and service managers to better support mental health nurse practitioners as they seek to serve their communities by providing psychotherapy alongside other forms of mental healthcare.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"1-13"},"PeriodicalIF":3.2,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145076416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Intersections of sexual orientation, gender identity, and race/ethnicity and odds of reporting depression and anxiety symptomology in the Household Pulse Survey.","authors":"Cody Ingle, RaeAnn Anderson, Andrew Williams","doi":"10.1080/09638237.2025.2558508","DOIUrl":"https://doi.org/10.1080/09638237.2025.2558508","url":null,"abstract":"<p><strong>Purpose: </strong>We examined odds of anxiety and depression symptomology among sexual and gender minority (SGM) individuals compared to straight and cisgender individuals, stratified by race.</p><p><strong>Methods: </strong>Data represented 918,892 households in the Household Pulse Survey from July 2021-October 2022. The Patient Health Questionnaire-2 measured depression symptoms (Scores >3 = depression symptoms). The Generalized Anxiety Disorder Scale-2 measured anxiety symptoms (Scores >3 = anxiety symptoms). Sexual orientation was categorical: \"Gay/Lesbian,\" \"Straight,\" \"Bisexual,\" \"Something Else,\" or \"Don't know.\" Gender identity had 3 levels: \"Cisgender Male,\" \"Cisgender Female,\" or \"Transgender/other gender identity.\" Logistic regression estimated odds ratios(OR) and 95% confidence intervals(CI) for depression and anxiety among sexual minority individuals compared to straight individuals and transgender individuals compared to cisgender males. Intersection of sexual orientation/gender identity was also examined. Models (adjusted for sociodemographic factors) were stratified by race/ethnicity.</p><p><strong>Results: </strong>Transgender individuals showed doubled odds of depression (OR:2.30 95%CI:1.98,2.67) and anxiety (OR:2.41 95%CI:2.23,2.61) versus cisgender individuals. Bisexual individuals had nearly tripled odds versus straight individuals. Transgender bisexual individuals showed highest odds versus cisgender males (depression OR:6.22 95%CI:5.06,7.64; anxiety OR:7.11 95%CI:6.13,8.24). Non-Hispanic White individuals typically showed highest symptomology.</p><p><strong>Conclusion: </strong>SGM individuals showed increased anxiety and depression symptomology, with unexpected racial disparities warranting further intersectionality research.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"1-12"},"PeriodicalIF":3.2,"publicationDate":"2025-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145058790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Understanding the countermovement to online presentations of psychiatric disorder that are perceived as \"faked\".","authors":"Vaughan Bell, Rhiannon White, Lucy Foulkes","doi":"10.1080/09638237.2025.2558503","DOIUrl":"https://doi.org/10.1080/09638237.2025.2558503","url":null,"abstract":"<p><strong>Background: </strong>The self-presentation of psychiatric disorders on social media has generated a countermovement of sceptics who believe some are \"faked\" for reasons of self-promotion. This has been the focus of a Reddit forum called r/FakeDisorderCringe, an active community with almost 300,000 members. Given the influence of online discourse on public attitudes, understanding which diagnoses attract the most scepticism and what conversational themes surround these concerns is important in understanding lay controversies in mental health.</p><p><strong>Methods: </strong>We used topic modelling using Latent Dirichlet allocation, a natural language processing technique, to analyse over 850,000 forum posts from August 2020 to December 2022 to identify the main topics.</p><p><strong>Results: </strong>Topic modelling identified 15 topics, of which several identified specific disorders: anxiety, depression, OCD (obsessive-compulsive disorder), ADHD (attention deficit and hyperactivity disorder), autism, Tourette's syndrome and tics, and DID (dissociative identity disorder). Other topics included faking and attention-seeking, school and childhood context, trauma and abuse, validity of self-diagnosis, medical research evidence, gender identity and sexuality, profanity, and sarcasm-laden commentary.</p><p><strong>Conclusions: </strong>This scepticism does not mirror previously identified public doubts about the legitimacy of specific diagnoses and seems to more commonly focus on conditions that have seen a recent increase in diagnosis in young people.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"1-8"},"PeriodicalIF":3.2,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145055884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Prevalence of anxiety, depression, and suicidality in adolescents with parental severe mental illness: a controlled study in China.","authors":"Shengmin Zhang, Tianhang Zhou, Yongtao Zhou, Weiran Chen, Xinyu Meng, Shaoli Tian, Hu Xiang, Lingyan Zhu, Liping Wen, Sijing Chen, Wencai Chen, Ling Ge, Guangming Liang, Yongzhuo Ding, Hua Deng, Yang Pan, Changchun Zhang, Shujiao Ji, Xu Hong, Zhengjiao Chang, Rui He, Nian Yuan, Xiangdong Du, Hong Ma, Xin Yu, Lili Guan","doi":"10.1080/09638237.2025.2512309","DOIUrl":"10.1080/09638237.2025.2512309","url":null,"abstract":"<p><strong>Background: </strong>Children of parents with mental illness (COPMI) have not received sufficient support in China despite their genetic and environmental risk of adverse mental health outcomes.</p><p><strong>Aims: </strong>This study was conducted for the first time in China to assess mental distress in adolescent COPMI compared with the population-based control (PBC) group of parents without mental disorders.</p><p><strong>Methods: </strong>A total of 1,114 participants including 558 COPMI and 556 PBC, aged 12-17, were recruited from the communities and assessed by self-report scales about anxiety, depression, and suicidality. Regression and mediation analyses were used to identify risk factors for mental distress.</p><p><strong>Results: </strong>The estimated prevalence of anxiety and depression in the COPMI group was significantly higher than in the PBC group (anxiety: 3.9% <i>vs.</i> 1.6%, depression: 5.9% <i>vs.</i> 3.4%). A history of parental mental illness was associated with the lack of family communication, which in turn had a significant (BootCI = (0.020 - 0.062)) indirect effect on the increased anxiety and depression levels of the adolescent offspring.</p><p><strong>Conclusions: </strong>Our findings emphasized the necessity to early identify mental distress in COPMI and provide timely and targeted intervention to improve family communication and mental health well-being for these high-risk adolescents.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"420-430"},"PeriodicalIF":3.2,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144259129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mental health literacy in secondary school teachers and interventions to improve it - a systematic review and narrative synthesis.","authors":"Sphoorthi G Prabhu, Pavan Kumar Mallikarjun, Amy Palmer, Ritwika Nag, Prachi Khadeparkar, Mutharaju Arelingaiah, Krupa Arasanahalli Lakshman, Jayalaxmi Kaniyagundi Podiya, Janardhana Navaneetham, Siobhan Hugh-Jones","doi":"10.1080/09638237.2024.2426994","DOIUrl":"10.1080/09638237.2024.2426994","url":null,"abstract":"<p><strong>Background: </strong>Adolescent mental health problems have increased in prevalence. Teachers' Mental Health Literacy (MHL) may play an important role in public mental health prevention approaches. This systematic review and narrative synthesis aimed to identify what is known globally about the extent of secondary school teachers' MHL and the types and effectiveness of MHL interventions for secondary school teachers.</p><p><strong>Methods: </strong>PsycINFO, PubMed, ERIC, EBSCO-Psychological and behavioural sciences collection, Web of Science, and Google Scholar were searched to identify studies until 29/04/2024. Two independent reviewers screened the returns.</p><p><strong>Results: </strong>Twenty eligible studies were reviewed. Most intervention studies were from high-income countries and used a psycho-educative approach. Pre-intervention, teachers' levels of MHL were mixed across MHL domains. Post-intervention, increases in mental health knowledge and attitudes and decreases in mental health stigma were reported. Low use of standardised MHL measures, lack of randomised controlled trials, and lack of follow-up data affect evidence quality.</p><p><strong>Conclusion: </strong>Interventions to improve secondary school teachers' MHL can be effective, at least in the short term. Evidence quality needs to be improved to inform recommendations on whether they should be part of a public mental health approach for adolescents.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"476-495"},"PeriodicalIF":3.2,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142630632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Mental HealthPub Date : 2025-08-01Epub Date: 2025-03-20DOI: 10.1080/09638237.2025.2478374
Yang Wang, Siyu Chen, Jiayao Liu, Bowen Zhang, Zhenzhen Zhu, Xinwen Zou, Yongjie Zhou, Ben Niu
{"title":"Unveiling sex difference in factors associated with suicide attempt among Chinese adolescents with depression: a machine learning-based study.","authors":"Yang Wang, Siyu Chen, Jiayao Liu, Bowen Zhang, Zhenzhen Zhu, Xinwen Zou, Yongjie Zhou, Ben Niu","doi":"10.1080/09638237.2025.2478374","DOIUrl":"10.1080/09638237.2025.2478374","url":null,"abstract":"<p><strong>Background: </strong>Adolescents with depression are at heightened risk of suicide, with a distinct sex difference in suicidal behaviour observed. This study explores the sex-specific factors influencing suicide attempts among Chinese adolescents with depression.</p><p><strong>Methods: </strong>Data were collected from 2343 depressed adolescents across 14 hospitals in 9 provinces through self-report questionnaires. The survey was conducted between December 2020 and December 2023. Thirty-six potential risk factors were selected from validated measures of psychological, sociodemographic, and social stress domains. The dataset was split by sex, and SMOTE was applied to address class imbalance. Logistic regression, elastic net regression, random forest, XGBoost, and neural networks were used to model the data, evaluated by accuracy, precision, recall, and F1 score. The optimal model was employed for SHapley Additive exPlanations (SHAP) analysis to identify key factors influencing suicide attempts.</p><p><strong>Results: </strong>The Random Forest model exhibited the best performance for both sexes (AUC: females 0.720, males 0.736). Non-suicidal self-injury and depression were significant predictors for both sexes. Among females, factors like difficulty identifying emotions and physical abuse had a stronger impact, while resilience and hopelessness were more predictive for males.</p><p><strong>Conclusions: </strong>The study highlights sex differences in suicide attempt predictors, emphasizing the need for sex-specific prevention strategies.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"409-419"},"PeriodicalIF":3.2,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143665144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Mental HealthPub Date : 2025-08-01Epub Date: 2024-11-25DOI: 10.1080/09638237.2024.2426978
Crystal L Park, Dahee Kim, Beth S Russell, Michael Fendrich
{"title":"Emotional regulation and coping strategies predicted trajectories of anxiety across the first year of the COVID-19 pandemic.","authors":"Crystal L Park, Dahee Kim, Beth S Russell, Michael Fendrich","doi":"10.1080/09638237.2024.2426978","DOIUrl":"10.1080/09638237.2024.2426978","url":null,"abstract":"<p><strong>Background: </strong>Adverse impacts of the COVID-19 pandemic on mental health have been well-documented, but only a few studies have characterized distinct trajectories of anxiety over time. Further, whether specific emotion regulation and coping efforts to manage pandemic distress predict these distinct trajectories remains unexamined.</p><p><strong>Aims: </strong>The study characterized anxiety trajectories across the first year of the pandemic and identified emotion regulation and coping strategies that predict these classes of anxiety trajectories. A national sample of 1108 U.S. adults completed online surveys six times in the first year of the pandemic. Five emotion regulation and coping strategies were assessed (substance use, active, behavioral disengagement, positive reappraisal, and catastrophizing). Latent Growth Mixture Modeling (LGGM) analyses were performed to identify anxiety trajectory classes.</p><p><strong>Results: </strong>LGMM revealed five latent classes: Resilience (consistently very low anxiety; 79.9%), Moderate Anxiety (8.8%), Chronic High Anxiety (4.6%), Improving-Worsening Anxiety (3.2%), and Worsening-Improving Anxiety (3.5%). Using substances, disengagement, and catastrophizing to deal with COVID-19 stress consistently predicted trajectories higher in anxiety as did active coping, while positive reappraisal was unrelated to trajectory class membership.</p><p><strong>Conclusions: </strong>These results identify emotion regulation and coping strategies that appeared to exacerbate anxiety during the course of the pandemic.</p>","PeriodicalId":48135,"journal":{"name":"Journal of Mental Health","volume":" ","pages":"372-381"},"PeriodicalIF":3.2,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12103631/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142711568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}