603 results
Search Results
2. Approaches to improving mental health care for autistic children and young people: a systematic review and meta-analysis.
- Author
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Pemovska T, Loizou S, Appleton R, Spain D, Stefanidou T, Kular A, Cooper R, Greenburgh A, Griffiths J, Barnett P, Foye U, Baldwin H, Minchin M, Brady G, Saunders KRK, Ahmed N, Jackson R, Olive RR, Parker J, Timmerman A, Sapiets S, Driskell E, Chipp B, Parsons B, Totsika V, Mandy W, Pender R, Clery P, Lloyd-Evans B, Simpson A, and Johnson S
- Subjects
- Humans, Child, Adolescent, Cognitive Behavioral Therapy methods, Mental Health Services, Autistic Disorder therapy, Autistic Disorder psychology
- Abstract
Autistic children and young people (CYP) experience mental health difficulties but face many barriers to accessing and benefiting from mental health care. There is a need to explore strategies in mental health care for autistic CYP to guide clinical practice and future research and support their mental health needs. Our aim was to identify strategies used to improve mental health care for autistic CYP and examine evidence on their acceptability, feasibility, and effectiveness. A systematic review and meta-analysis were carried out. All study designs reporting acceptability/feasibility outcomes and empirical quantitative studies reporting effectiveness outcomes for strategies tested within mental health care were eligible. We conducted a narrative synthesis and separate meta-analyses by informant (self, parent, and clinician). Fifty-seven papers were included, with most investigating cognitive behavioral therapy (CBT)-based interventions for anxiety and several exploring service-level strategies, such as autism screening tools, clinician training, and adaptations regarding organization of services. Most papers described caregiver involvement in therapy and reported adaptations to communication and intervention content; a few reported environmental adjustments. In the meta-analyses, parent- and clinician-reported outcomes, but not self-reported outcomes, showed with moderate certainty that CBT for anxiety was an effective treatment compared to any comparison condition in reducing anxiety symptoms in autistic individuals. The certainty of evidence for effectiveness, synthesized narratively, ranged from low to moderate. Evidence for feasibility and acceptability tended to be positive. Many identified strategies are simple, reasonable adjustments that can be implemented in services to enhance mental health care for autistic individuals. Notable research gaps persist, however.
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- 2024
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3. Underrepresentation of Indigenous mental health professionals in Bangladesh.
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Faruk, Md. Omar, Ramos, Miguel R., and Ching, Umay
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MENTAL health services ,MENTAL health personnel ,MENTAL illness ,MEDICAL personnel ,INDIGENOUS peoples - Abstract
Indigenous people worldwide are at increased risk of mental health problems compared with non-Indigenous people. Longstanding impacts of colonisation, systematic exclusion from rights and subsequent discrimination, and lack of access to quality education and healthcare, including mental healthcare, have been identified as contributory factors to these disproportionate mental health problems. With limited access, Indigenous people are less likely to seek healthcare, owing to the insufficient number of healthcare professionals representing Indigenous communities. In the face of growing numbers of mental health problems in Indigenous people in Bangladesh, this paper sheds light on the inadequate number of mental health professionals, particularly from Indigenous communities, and the potential impacts of this on the well-being of Indigenous people, and considers ways to increase representation of Indigenous mental health professionals. The aim is to ensure that the mental health system in Bangladesh is inclusive and embraces the country's diversity. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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4. 'Untying the Knot': Achieving Integrative and Collaborative Care within Trauma and Fear Saturated Systems - A Practice-Focused Discussion Paper.
- Author
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Balu, Dilip
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CHILD abuse ,CHILD welfare ,FEAR ,LEADERSHIP ,MENTAL health services ,METAPHOR ,POST-traumatic stress disorder - Abstract
The author's clinical experience with the Child Protection and Mental Health Care systems informs this brief practice-focused paper. The author posits that Secondary Traumatic Stress and Vicarious Trauma are central to understanding the impact of relationally traumatic material and the experience of individuals, families, team and the wider ecology of care systems. In particular, the author hypothesises that the tendency of systems to become fragmented in operation, with silos of sub-parts working parallel to each other, may be a natural adaptation to the ways in which traumatic experience ripples across system boundaries. This 'ripple effect' may lead to increasing emotional and relational reactivity, and survival-oriented inward focus of energies and efforts. The metaphor of the brain and nervous system is used to explore ideas of connection and integration in care systems. Trauma-informed leadership by individuals and teams is also touched upon in relation to reducing fear-driven clinical practice. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
5. The mental health of NHS staff during the COVID-19 pandemic: two-wave Scottish cohort study
- Author
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Johannes H. De Kock, Helen Ann Latham, Richard G. Cowden, Breda Cullen, Katia Narzisi, Shaun Jerdan, Sarah-Anne Muñoz, Stephen J. Leslie, Neil McNamara, Adam Boggon, and Roger W. Humphry
- Subjects
Mental Health Services ,Psychiatry and Mental health ,National Health Service ,Papers ,COVID-19 ,risk factors ,Mental health ,staff - Abstract
Background Health and social care workers (HSCWs) are at risk of experiencing adverse mental health outcomes (e.g. higher levels of anxiety and depression) because of the COVID-19 pandemic. This can have a detrimental effect on quality of care, the national response to the pandemic and its aftermath. Aims A longitudinal design provided follow-up evidence on the mental health (changes in prevalence of disease over time) of NHS staff working at a remote health board in Scotland during the COVID-19 pandemic, and investigated the determinants of mental health outcomes over time. Method A two-wave longitudinal study was conducted from July to September 2020. Participants self-reported levels of depression (Patient Health Questionnaire-9), anxiety (Generalised Anxiety Disorder-7) and mental well-being (Warwick-Edinburgh Mental Well-being Scale) at baseline and 1.5 months later. Results The analytic sample of 169 participants, working in community (43%) and hospital (44%) settings, reported substantial levels of depression and anxiety, and low mental well-being at baseline (depression, 30.8%; anxiety, 20.1%; well-being, 31.9%). Although mental health remained mostly constant over time, the proportion of participants meeting the threshold for anxiety increased to 27.2% at follow-up. Multivariable modelling indicated that working with, and disruption because of, COVID-19 were associated with adverse mental health changes over time. Conclusions HSCWs working in a remote area with low COVID-19 prevalence reported substantial levels of anxiety and depression, similar to those working in areas with high COVID-19 prevalence. Efforts to support HSCW mental health must remain a priority, and should minimise the adverse effects of working with, and disruption caused by, the COVID-19 pandemic.
- Published
- 2022
6. Involuntary status and mental capacity for treatment decisions under Sections 4, 3, and 57 of Ireland's Mental Health Act, 2001: analysis and recommendations for reform.
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Reidy K and Kelly BD
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- Humans, Mental Health, Ireland, Mental Health Services, Psychotic Disorders
- Abstract
Although significant progress has been made in Irish mental health law in recent decades, the Mental Health Act, 2001 still falls short of properly protecting human rights. A consideration of human rights developments, both domestically and internationally, highlights the urgent need for reform. In this paper we consider Sections 4 ('Best interests'), 3 ('Mental disorder') and 57 ('Treatment not requiring consent') of the 2001 Act and related recommendations in the 2015 Report of the Expert Group on the Review of the Mental Health Act, 2001, and suggest specific areas for reform. Just as medicine evolves over time, so too does our understanding of human rights and law. While embracing a human rights-based approach to the extent suggested here might be seen as aspirational, it is important to balance achievable goals with higher ideals if progress is to be made and rights are to be respected.
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- 2024
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7. National Clinical Programme for Eating Disorders: a pragmatic review of a new national eating disorder service in Ireland.
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Driscoll DJO, Fagan J, Jennings R, Clifford M, Maher C, Corbett M, Wade S, and McDevitt S
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- Adult, Child, Adolescent, Humans, Ireland, Retrospective Studies, Mental Health Services, Feeding and Eating Disorders therapy, Anorexia Nervosa therapy
- Abstract
Objective: The Health Service Executive National Clinical Programme for Eating Disorders (NCPED) launched a Model of Care for Eating Disorder Services in Ireland in 2018. Currently, one adult and two child and adolescent eating disorder services are operational out of a total of sixteen recommended. The three objectives of this paper are to describe the early (1) referral pattern, (2) level of service activity and (3) the level of service user satisfaction., Method: Monthly submitted service activity data from each service to the NCPED between March 2018 and October 2020 were retrospectively analysed. One hundred and fifty-nine carers and service users completed an experience of service questionnaire (ESQ). A descriptive analysis of referral pattern, level of service activity and ESQ was performed. A thematic analysis was performed on three qualitative questions on the ESQ., Results: There was substantial referral numbers to eating disorder services by 18 months ( n = 258). The main referral source was community mental health teams. The majority ( n = 222, 86%) of referrals were offered an assessment. The most common age profile was 10-17 years of age ( n = 120, 54.1%), and anorexia nervosa was the most common disorder ( n = 96, 43.2%). ESQ results demonstrate that most service users were satisfied with their service, and the main themes were carer involvement, staff expertise, therapeutic alliance and service access., Conclusions: This preliminary service activity and service user satisfaction data highlight several issues, including trends when setting up a regional eating disorder service, potential pitfalls of pragmatic data collection and the need for adequate information-technology infrastructure.
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- 2024
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8. Access to care and frequency of detransition among a cohort discharged by a UK national adult gender identity clinic: retrospective case-note review
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J. Sachdeva, L. Mitchell, and R. Hall
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Gender dysphoria ,Mental Health Services ,medicine.medical_specialty ,Multivariate analysis ,business.industry ,Psychological intervention ,Odds ratio ,gender dysphoria ,medicine.disease ,Mental health ,Gender reassignment surgery ,Psychiatry and Mental health ,detransition ,Family medicine ,transsexual ,Transgender ,Cohort ,Papers ,Medicine ,gender identity ,business - Abstract
Background UK adult gender identity clinics (GICs) are implementing a new streamlined service model. However, there is minimal evidence from these services underpinning this. It is also unknown how many service users subsequently ‘detransition’. Aims To describe service users’ access to care and patterns of service use, specifically, interventions accessed, reasons for discharge and re-referrals; to identify factors associated with access; and to quantify ‘detransitioning’. Method A retrospective case-note review was performed as a service evaluation for 175 service users consecutively discharged by a tertiary National Health Service adult GIC between 1 September 2017 and 31 August 2018. Descriptive statistics were used for rates of accessing interventions sought, reasons for discharge, re-referral and frequency of detransitioning. Using multivariate analysis, we sought associations between several variables and ‘accessing care’ or ‘other outcome’. Results The treatment pathway was completed by 56.1%. All interventions initially sought were accessed by 58%; 94% accessed hormones but only 47.7% accessed gender reassignment surgery; 21.7% disengaged; and 19.4% were re-referred. Multivariate analysis identified coexisting neurodevelopmental disorders (odds ratio [OR] = 5.7, 95% CI = 1.7–19), previous adverse childhood experiences (ACEs) per reported ACE (OR = 1.5, 95% CI = 1.1–1.9), substance misuse during treatment (OR = 4.3, 95% CI = 1.1–17.6) and mental health concerns during treatment (OR = 2.2, 95% CI 1.1–4.4) as independently associated with accessing care. Twelve people (6.9%) met our case definition of detransitioning. Conclusions Service users may have unmet needs. Neurodevelopmental disorders or ACEs suggest complexity requiring consideration during the assessment process. Managing mental ill health and substance misuse during treatment needs optimising. Detransitioning might be more frequent than previously reported.
- Published
- 2021
9. Patient, family and provider views of measurement-based care in an early-psychosis intervention programme
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Paul Kurdyak, David Gratzer, Suze G. Berkhout, George Foussias, Aristotle N. Voineskos, Brandon Linaksita, Sophie Soklaridis, Sean A. Kidd, Katrina Hui, Ari B. Cuperfain, Nicole Kozloff, Dielle Miranda, and Juveria Zaheer
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Mental Health Services ,transitional youth ,Early psychosis ,Equity (finance) ,Flexibility (personality) ,Mental health ,Measurement-based care (MBC) ,Psychiatry and Mental health ,Nursing ,Intervention (counseling) ,Papers ,qualitative ,polycyclic compounds ,Relevance (law) ,psychosis ,Thematic analysis ,Psychology ,skin and connective tissue diseases ,interprofessional team ,Qualitative research - Abstract
Background Measurement-based care (MBC) in mental health improves patient outcomes and is a component of many national guidelines for mental healthcare delivery. Nevertheless, MBC is not routinely integrated into clinical practice. Several known reasons for the lack of integration exist but one lesser explored variable is the subjective perspectives of providers and patients about MBC. Such perspectives are critical to understand facilitators and barriers to improve the integration of MBC into routine clinical practice. Aims This study aimed to uncover the perspectives of various stakeholders towards MBC within a single treatment centre. Method Researchers conducted qualitative semi-structured interviews with patients (n = 15), family members (n = 7), case managers (n = 8) and psychiatrists (n = 6) engaged in an early-psychosis intervention programme. Data were analysed using thematic analysis, informed by critical realist theory. Results Analysis converged on several themes. These include (a) implicit negative assumptions; (b) relevance and utility to practice; (c) equity versus flexibility; and (d) shared decision-making. Providers assumed patients’ perspectives of MBC were negative. Patients’ perspectives of MBC were actually favourable, particularly if MBC was used as an instrument to engage patients in shared decision-making and communication rather than as a dogmatic and rigid clinical decision tool. Conclusions This qualitative study presents the views of various stakeholders towards MBC, providing an in-depth examination of the barriers and facilitators to MBC through qualitative investigation. The findings from this study should be used to address the challenges organisations have experienced in implementing MBC.
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- 2021
10. Overview of the EPA guidance paper.
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Carrasco, M.M.
- Subjects
- *
WESTERN society , *FINANCIAL crises , *MONETIZATION , *WELFARE state , *MENTAL health , *MENTAL health services - Abstract
After several decades of Market Faith in Western societies and the most severe financial crash several generations has known, there has not really been a serious re-examination of the role of markets and money in our society. A market economy may be a valuable and effective tool for organizing productive activity. The problem is whether we have become a “market society”. That is, if the economic values have been transplanted to the whole of society – not only economic life – and we have become a monetized society: a society where just about everything is up for sale. That's to say, a way of life where market relations and market incentives and market values come to dominate all aspects of life. Paradoxically, it is possible that the economic crisis has only increased this trend. Administrations at different levels – European, States, Local… – have demanded tremendous sacrifices from the population intended to save the financial system, but on the way sacrificing a Welfare state that took decades to build. In this presentation, we will review the mental health consequences of the current economic crisis. Also it examines how the change in social values and sweeping assertion of economic values can affect the way we think about Mental Health and Psychiatric Care. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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11. Health of the Nation Outcome Scales for Infants field trial: concurrent validity
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Rosemary Dickson, Anne Sved Williams, Peter Brann, Nick Kowalenko, Elisabeth Hoehn, Philip Burgess, Margaret Hoyland, Gordana Culjak, and T. Coombs
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Mental Health Services ,validity ,media_common.quotation_subject ,Concurrent validity ,Judgement ,Outcome (game theory) ,03 medical and health sciences ,0302 clinical medicine ,Medicine ,030212 general & internal medicine ,Face validity ,media_common ,outcome measure ,business.industry ,infants ,Outcome measures ,Mental health ,030227 psychiatry ,Psychiatry and Mental health ,Distress ,HoNOSI ,Papers ,Worry ,business ,mental health ,Clinical psychology - Abstract
Background A review of Australian mental health services identified a gap in routine outcome measures addressing social, emotional and behavioural domains for pre-schoolers and infants. A Child and Adolescent Mental Health Information Development Expert Advisory Panel working group developed the Health of the Nation Outcome Scales for Infants (HoNOSI), a clinician-reported routine outcome measure for infants 0–47 months. Prior face validity testing showed that the HoNOSI was considered useful in measuring mental health outcomes. Aims To examine the concurrent validity of the HoNOSI. Method Mental health clinicians providing assessment and treatment to infants in routine clinical practice participated in the study. The mental health status of 108 infants were rated by a minimum of 26 clinicians with the HoNOSI, the Parent-Infant Relationship Global Assessment Scale (PIR-GAS) and measures of symptom severity and distress. Results The HoNOSI was statistically significantly correlated with the PIR–;GAS, rs = −0.73; Clinical Worry, rs = 0.77; and Severity Judgement ratings, rs = 0.85; P < 0.001. A good level of internal consistency was found. Using the COsensus-based Standards for the selection of health Measurement INstruments (COSMIN) criteria for judging instrument acceptability, the HoNOSI meets the standard for both concurrent validity and internal consistency. Conclusions There has been a clear need for a routine outcome measure for use with infants. This study provides positive evidence of aspects of validity. These findings, along with those from the prior face validity study, support a controlled release of the HoNOSI accompanied by further research and development.
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- 2021
12. ‘Five hours to sort out your life’: qualitative study of the experiences of university students who access mental health support
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Rob Saunders, Stephen Pilling, Hannah Matthews, Phoebe Barnett, and Laura-Louise Arundell
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Mental Health Services ,Process (engineering) ,media_common.quotation_subject ,psychological interventions ,Stigma (botany) ,thematic analysis ,Personalization ,03 medical and health sciences ,0302 clinical medicine ,media_common ,Service (business) ,Medical education ,University ,05 social sciences ,050301 education ,student support ,Mental health ,030227 psychiatry ,Psychiatry and Mental health ,Feeling ,Papers ,Thematic analysis ,Psychology ,0503 education ,mental health ,Qualitative research - Abstract
Background Previous qualitative research suggests that university students feel that current service provision does not meet their needs. Exploring the reasons for this may help to promote service change, encourage the uptake of care, improve outcomes and increase satisfaction within university services. Aims This study aimed to improve the understanding of how students experience the process of accessing and using mental health support, barriers and facilitators to treatment, and how students would adapt provision to improve experiences. Method Semi-structured interviews were conducted with 16 full-time students who had used mental health services at university. Data were analysed using thematic analysis. Results Five higher-order themes were identified: personalisation and informed choice, simplifying the process, feeling abandoned ignored or invisible, stigma, and superiority of private and external services. Sixteen subthemes were identified within these themes. Conclusions Findings indicate that access to mental health support should be simplified, with collaboration across university and external health and care services, to prevent students feeling lost or abandoned when seeking care. An inclusive approach to support access and provision of services for all presentations of mental health problems should be developed.
- Published
- 2021
13. A retrospective examination of care pathways in individuals with treatment-resistant depression
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Allan H. Young, Alvaro Barrera, Lindsey Marwood, Rebecca Strawbridge, Kimberley Nortey, Rachael W. Taylor, Jade Harvey, Anthony J. Cleare, R. Hamish McAllister-Williams, John R. Geddes, Rupal Shah, and Elana Day
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Mental Health Services ,medicine.medical_specialty ,business.industry ,Depression ,Psychological therapy ,medicine.disease ,stepped care ,Secondary care ,Psychiatry and Mental health ,clinical guidelines ,Emergency medicine ,Adjunctive treatment ,Papers ,treatment-resistant depression ,medicine ,Retrospective analysis ,Antidepressant ,Stepped care ,Psychiatry ,business ,depressive disorders ,Treatment-resistant depression ,Depression (differential diagnoses) - Abstract
Background Individuals with treatment-resistant depression (TRD) experience a high burden of illness. Current guidelines recommend a stepped care approach for treating depression, but the extent to which best-practice care pathways are adhered to is unclear. Aims To explore the extent and nature of ‘treatment gaps’ (non-adherence to stepped care pathways) experienced by a sample of patients with established TRD (non-response to two or more adequate treatments in the current depressive episode) across three cities in the UK. Method Five treatment gaps were considered and compared with guidelines, in a cross-sectional retrospective analysis: delay to receiving treatment, lack of access to psychological therapies, delays to medication changes, delays to adjunctive (pharmacological augmentation) treatment and lack of access to secondary care. We additionally explored participant characteristics associated with the extent of treatment gaps experienced. Results Of 178 patients with TRD, 47% had been in the current depressive episode for >1 year before initiating antidepressants; 53% had received adequate psychological therapy. A total of 47 and 51% had remained on an unsuccessful first and second antidepressant trial respectively for >16 weeks, and 24 and 27% for >1 year before medication switch, respectively. Further, 54% had tried three or more antidepressant medications within their episode, and only 11% had received adjunctive treatment. Conclusions There appears to be a considerable difference between treatment guidelines for depression and the reality of care received by people with TRD. Future research examining representative samples of patients could determine recommendations for optimising care pathways, and ultimately outcomes, for individuals with this illness.
- Published
- 2021
14. Excess mortality among patients with severe mental disorders and effects of community-based mental healthcare: a community-based prospective study in Sichuan, China
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Jiajun Xu, Hong Wen, Lijing L. Yan, Carine Ronsmans, Dan Wang, Yaxi Li, and Min Yang
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Mental Health Services ,Population ,Disease ,03 medical and health sciences ,0302 clinical medicine ,medicine ,030212 general & internal medicine ,Severe mental disorder ,education ,Prospective cohort study ,Socioeconomic status ,education.field_of_study ,community-based mental health care ,business.industry ,Community management ,Mental illness ,medicine.disease ,Mental health ,030227 psychiatry ,excess mortality ,Psychiatry and Mental health ,Standardized mortality ratio ,Papers ,medication adherence ,high-risk behaviour ,business ,Demography - Abstract
Background High-quality primary care reduces premature mortality in the general population, but evidence for psychiatric patients in China is scarce. Aims To confirm excess mortality in patients with severe mental illness (SMI), and to examine the impact of community-based mental healthcare and other risk factors on their mortality. Method We included 93 655 patients in 2012 and 100 706 in 2013 from the national mental health surveillance system in Sichuan, China to calculate the standardised mortality ratio (SMR). A total of 112 576 patients were followed up from 2009 to 2014 for model analyses. We used growth models to quantify the patterns of change for community management measures, high-risk behaviour, disease stability and medication adherence of patients over time, and then used multilevel proportional hazard models to examine the association between change patterns of management measures and mortality. Results The SMR was 6.44 (95% CI 4.94–8.26) in 2012 and 7.57 (95% CI 5.98–9.44) in 2013 among patients with SMI aged 15–34 years, and diminished with age. Unfavourable baseline socioeconomic status increased the hazard of death by 38–50%. Positive changes in high-risk behaviour, disease stability and medication adherence had a 54% (95% CI 47–60%), 69% (95% CI 63–73%) and 20% (4–33%) reduction in hazard of death, respectively, versus in those where these were unchanged. Conclusions High excess mortality was confirmed among younger patients with SMI in Sichuan, China. Our findings on the relationships between community management and socioeconomic factors and mortality can inform community-based mental healthcare policies to reduce excess mortality among patients with SMI.
- Published
- 2021
15. Suicide by homeless patients in England and Wales: national clinical survey
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Pauline Turnbull, Paul Culatto, Louis Appleby, and Lana Bojanić
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Mental Health Services ,homeless ,medicine.medical_specialty ,03 medical and health sciences ,0302 clinical medicine ,discharge ,Substance misuse ,medicine ,030212 general & internal medicine ,Risk factor ,Psychiatry ,in-patient treatment ,High prevalence ,business.industry ,Mortality rate ,substance misuse ,After discharge ,Mental illness ,medicine.disease ,Mental health ,030227 psychiatry ,Psychiatry and Mental health ,Suicide ,Papers ,No fixed abode ,business - Abstract
Background Homelessness in England and Wales is on the rise together with the mortality rate among homeless people. Many homeless people have a mental illness, which is a risk factor for suicide. Aims This study used data from the National Confidential Inquiry into Suicide and Safety in Mental Health to examine demographic and clinical characteristics of homeless people who died by suicide and were in recent contact with mental health services. Method We have compared 514 patients (2% of the total sample) who died by suicide and who were reported as being homeless or having no fixed abode by their clinicians with patients in stable accommodation between 2000 and 2016 to identify differences in sociodemographic characteristics and clinical care. Results Our analysis suggests that homeless patients who died by suicide had more acute (alcohol: 47% v. 25%, P < 0.01, drug: 39% v. 15%, P < 0.01) and chronic (alcohol: 72% v. 44%, P > 0.01, drug: 64% v. 31%) substance misuse issues than patients in stable accommodation. Homeless patients were also more likely to die as in-patients (21% v. 10%, P < 0.01) or within 3 months of discharge (32% v. 19%, P < 0.01). Conclusions Homeless patients who died by suicide more often had known risk factors for suicide than patients in stable accommodation. As a result of the higher percentages of post-discharge and in-patient suicides in homeless patients as well as the high prevalence of substance misuse, this study recommends closer integration of services as well as awareness of risks during in-patient admission and in the weeks immediately after discharge.
- Published
- 2021
16. Changing practice: assessing attitudes toward a NICE-informed collaborative treatment pathway for bipolar disorder
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Guy Dodgson, Esther M. Cohen-Tovée, Jonathan Ling, Stuart Watson, and Adele Louise Elliott
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Mental Health Services ,e-pathway ,Nice ,03 medical and health sciences ,0302 clinical medicine ,Health care ,medicine ,030212 general & internal medicine ,Bipolar disorder ,computer.programming_language ,Medical education ,business.industry ,change management ,Change management ,Flexibility (personality) ,medicine.disease ,Focus group ,Mental health ,030227 psychiatry ,Psychiatry and Mental health ,Bipolar affective disorders ,Papers ,business ,Psychology ,computer ,qualitative research ,care pathway ,Qualitative research - Abstract
BackgroundBipolar disorder is a chronic mental health condition, which can result in functional impairment despite medication. A large evidence base supports use of psychological therapies and structured care in the treatment of mood disorders, but these are rarely implemented. e-Pathways are digital structures that inform and record patient progress through a healthcare system, although these have not yet been used for bipolar disorder.AimsTo assess the perceived benefits and costs associated with implementing a collaborative NICE-informed e-pathway for bipolar disorder.MethodHealthcare professionals and people with bipolar disorder attended a workshop to share feedback on e-pathways. Data were collected through questionnaires (n= 26) and transcription of a focus group, analysed qualitatively by a framework analysis.ResultsPatients and healthcare professionals welcomed the development of an e-pathway for bipolar disorder. There were five elements to the framework: quality and delivery of care, patient–clinician collaboration, flexibility and adaptability, impact on staff and impact on healthcare services.ConclusionsIdentification of benefits and costs ensures that future development of e-pathways addresses concerns of healthcare professionals and people with bipolar disorder, which would be essential for successful implementation. Recommendations for this development include making e-pathways less complicated for patients, ensuring sufficient training and ensuring clinicians do not feel their skills become invalidated. Limitations of the study, and directions for future research, are discussed.
- Published
- 2021
17. Status of primary and secondary mental healthcare of people with severe mental illness: an epidemiological study from the UK PARTNERS2 programme
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Jon Allard, Max Birchwood, Richard Byng, Tim Rawcliffe, Peter Huxley, Catherine McCabe, Siobhan Reilly, John Gibson, Humera Plappert, Vanessa Pinfold, Maria Green, Michael Clark, Linda Davies, Linda Gask, Natalie Ives, and Natalie Marchevsky
- Subjects
Mental Health Services ,medicine.medical_specialty ,Cost effectiveness ,03 medical and health sciences ,0302 clinical medicine ,continuity of care ,Interquartile range ,severe mental illness ,Health care ,Epidemiology ,medicine ,030212 general & internal medicine ,community mental healthcare ,Receipt ,business.industry ,Medical record ,Mental illness ,medicine.disease ,service utilisation ,Mental health ,030227 psychiatry ,Psychiatry and Mental health ,Family medicine ,Papers ,RA Public aspects of medicine ,business ,Psychology ,RA ,Primary healthcare ,RC - Abstract
Background There is global interest in the reconfiguration of community mental health services, including primary care, to improve clinical and cost effectiveness. Aims This study seeks to describe patterns of service use, continuity of care, health risks, physical healthcare monitoring and the balance between primary and secondary mental healthcare for people with severe mental illness in receipt of secondary mental healthcare in the UK. Method We conducted an epidemiological medical records review in three UK sites. We identified 297 cases randomly selected from the three participating mental health services. Data were manually extracted from electronic patient medical records from both secondary and primary care, for a 2-year period (2012–2014). Continuous data were summarised by mean and s.d. or median and interquartile range (IQR). Categorical data were summarised as percentages. Results The majority of care was from secondary care practitioners: of the 18 210 direct contacts recorded, 76% were from secondary care (median, 36.5; IQR, 14–68) and 24% were from primary care (median, 10; IQR, 5–20). There was evidence of poor longitudinal continuity: in primary care, 31% of people had poor longitudinal continuity (Modified Modified Continuity Index ≤0.5), and 43% had a single named care coordinator in secondary care services over the 2 years. Conclusions The study indicates scope for improvement in supporting mental health service delivery in primary care. Greater knowledge of how care is organised presents an opportunity to ensure some rebalancing of the care that all people with severe mental illness receive, when they need it. A future publication will examine differences between the three sites that participated in this study.
- Published
- 2021
18. Ketamine treatment for depression: qualitative study exploring patient views
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Sagar Jilka, Clarissa Mary Odoi, Sara Simblett, Emma Wilson, Til Wykes, and Sazan Meran
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Mental Health Services ,RM ,media_common.quotation_subject ,Stigma (botany) ,Qualitative property ,patients ,RS ,03 medical and health sciences ,0302 clinical medicine ,Nursing ,Perception ,Data Protection Act 1998 ,media_common ,ketamine treatment ,Societal impact of nanotechnology ,Focus group ,030227 psychiatry ,Drugs of dependence disorders ,Psychiatry and Mental health ,Papers ,Thematic analysis ,Psychology ,depressive disorders ,030217 neurology & neurosurgery ,qualitative research ,RC ,Qualitative research - Abstract
Background Ketamine is a new and promising treatment for depression but comes with challenges to implement because of its potential for abuse. Aims We sought the views of patients to inform policy and practical decisions about the clinical use of ketamine before large-scale roll-out is considered. Method This qualitative study used three focus groups and three validation sessions from 14 patients with prior diagnoses of depression but no experience of ketamine treatment. Focus groups explored their views about clinical use of ketamine and the best way for ketamine to be administered and monitored. The qualitative data were analysed by three service-user researchers using thematic analysis. Results Five themes were generated: changing public perceptions, risks, monitoring, privacy and data protection, and practical aspects. Participants were conscious of the stigma attached to ketamine as a street drug and wanted better public education, and evidence on the safety of ketamine after long-term use. They felt that monitoring was required to provide evidence for ketamine's safe use and administration, but there were concerns about the misuse of this information. Practical aspects included discussions about treatment duration, administration and accessibility (for example who would receive it, under what criteria and how). Conclusions Patients are enthusiastic about ketamine treatment but need more information before national roll-out. The wider societal impact of ketamine treatment also needs to be considered and patients need to be part of any future roll-out to ensure its success.
- Published
- 2021
19. Developing Specialist Perinatal Mental Health Services: the door of opportunity.
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Wrigley M and O'Riordan F
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- Pregnancy, Infant, Female, Humans, Ireland, Mental Health Services
- Abstract
The development of Specialist Perinatal Mental Health Services in Ireland in recent years (2018-2021) is described. The paper highlights the role of unexpected opportunity in advancing this much needed service for women, infants and their families. It also emphasises the need for funding combined with an implementation mechanism to ensure that the service emerging is true to the Model of Care designed and is available in a uniform manner to women nationally.
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- 2023
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- View/download PDF
20. A psychiatrist's perspective from a COVID-19 epicentre: a personal account
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Giovanna Fico, Eduard Vieta, Gerard Anmella, Isabella Pacchiarotti, and Norma Verdolini
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Telemedicine ,Rebound effect ,03 medical and health sciences ,0302 clinical medicine ,Nursing ,Health care ,Pandemic ,Psiquiatria ,Salut mental ,Telecommunication in medicine ,Psychiatry ,business.industry ,SARS-CoV-2 ,Telepsychiatry ,Perspective (graphical) ,Assistència psiquiàtrica ,Flexibility (personality) ,COVID-19 ,Mental health ,psychiatry ,030227 psychiatry ,3. Good health ,Psychiatry and Mental health ,Mental health services ,Papers ,telemedicine ,business ,Psychology ,mental health ,030217 neurology & neurosurgery ,Telecomunicació en medicina - Abstract
Background The COVID-19 pandemic has and will have a huge impact on mental health, especially in countries that have been significantly affected, such as Spain. Aims Here we aim to provide the perspectives of a group of psychiatrists from Barcelona, one of the epicentres of the pandemic so far, to highlight the potential fatality of a virus that caught us unaware and unprepared, and hopefully this article will be of aid to countries about to face the pandemic. Results The unprecedented situations that we have been faced with so far have included reconfiguring hospitals and the redeployment of healthcare professionals, with flexibility and adaptability key to managing the overload in demand. This has led to healthcare professionals being exposed to extremely stressful situations and they have had impossible decisions to make that may have mental health consequences, some of which may be severe and long lasting. Conclusions A rebound effect on mental health problems is to be expected in the medium and long term, especially for healthcare professionals and psychiatric patients, necessitating a strengthening of preventive approaches and policies for mental health along with a prompt reopening of mental health services. Ways to provide psychiatric healthcare in the immediate future need to be re-evaluated, and the development of telepsychiatry services is probably to be expected.
- Published
- 2020
21. Incorporating LGBT+ mental health into psychiatric residency and training: perspectives from the Philippines.
- Author
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Alibudbud, Rowalt
- Subjects
MENTAL health services ,MENTAL health ,MEDICAL personnel ,HEALTH programs ,SEXUAL orientation ,MINORITY stress - Abstract
The Philippine Mental Health Act upholds the rights and inclusivity of all people, regardless of gender and sexual orientation, within mental health services and programmes. Nevertheless, a noteworthy challenge lies in the inadequate attention given to the needs of LGBT+ individuals within the medical and health professions education in the country. Therefore, it is imperative to integrate LGBT+ mental health into psychiatric residency training. To address this gap, this paper proposes the inclusion of concepts relevant to LGBT+ mental health, including minority stress, intersectionality, identity concealment and LGBT+-affirming practices, to enhance the understanding and response to the needs of LGBT+ Filipinos. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
22. North East England South Asia Mental health Alliance (NEESAMA): an exemplar of global north and global south collaboration to improve research, training and service delivery in mental healthcare.
- Author
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Devgun, Meetali, Kittridge, Caitlin, Seshadri, Shekhar, Rodgers, Jacqueline, and Sharma, Aditya Narain
- Subjects
MENTAL health services ,DEVELOPING countries ,MENTAL health ,LIFE course approach ,OLDER people ,PSYCHIATRIC research - Abstract
Despite the worldwide burden of mental illness and recent interest in global approaches to address this, progress on increasing awareness, lessening stigma, reducing the treatment gap, and improving research and training in mental health has been slow. In 2018, the North East England South Asia Mental health Alliance (NEESAMA) was developed as a collaboration between high-income (global north) and low- to middle-income (global south) countries to address this slow progress. This paper outlines how the joint priority areas for research, training and service delivery were identified across the life course (child and adolescent, adults and older people) between partner organisations spanning Afghanistan, Bangladesh, India, Nepal, Pakistan, Sri Lanka and the UK. It describes the progress to date and proposes a way forward for similar alliances to be forged. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
23. Pathways to care for psychosis in Malawi.
- Author
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Kokota, Demoubly, Stewart, Robert C., Bandawe, Chiwoza, Chorwe-Sungani, Genesis, Liwimbi, Olive, Mwale, Charles Masulani, Kulisewa, Kazione, Udedi, Michael, Gondwe, Saulos, Sefasi, Anthony, Banda, Richard, Mkandawire, Thandiwe, and Lawrie, Stephen M.
- Subjects
MENTAL health services ,PSYCHOSES ,HEALERS ,TRUST - Abstract
People with psychosis in Malawi have very limited access to timely assessment and evidence-based care, leading to a long duration of untreated psychosis and persistent disability. Most people with psychosis in the country consult traditional or religious healers. Stigmatising attitudes are common and services have limited capacity, particularly in rural areas. This paper, focusing on pathways to care for psychosis in Malawi, is based on the Wellcome Trust Psychosis Flagship Report on the Landscape of Mental Health Services for Psychosis in Malawi. Its purpose is to inform Psychosis Recovery Orientation in Malawi by Improving Services and Engagement (PROMISE), a longitudinal study that aims to build on existing services to develop sustainable psychosis detection systems and management pathways to promote recovery. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
24. Debt and Mental Well-being Among Older Adults: Does Employment Status Matter? – Combining Population Inference and Target Trial Frameworks.
- Author
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Hiilamo, Aapo
- Subjects
COMPETENCY assessment (Law) ,RESEARCH funding ,SECONDARY analysis ,CENTER for Epidemiologic Studies Depression Scale ,MENTAL health services ,HEALTH status indicators ,INCOME ,DEBT ,SOCIOECONOMIC factors ,UNEMPLOYMENT ,DESCRIPTIVE statistics ,LABOR market ,QUALITY of life ,CONFIDENCE intervals ,WELL-being ,EMPLOYMENT ,MENTAL depression ,OLD age - Abstract
While debts are widely used financial tools, few longitudinal studies investigating potential causal links between debts and mental wellbeing exist among older adults. Older adults, particularly those not employed, are less likely to have increasing incomes to help them pay off their debts. This study investigates whether older adults with non-mortgage debts in three different labour market states have lower mental wellbeing and, separately, whether it is likely that reducing their debts helps to improve mental wellbeing. Using the English Longitudinal Study of Ageing, the study focuses on the English context, which is particularly interesting due to the high levels of, and a unique policy approach to, private indebtedness. The results indicate that people with debts have lower mental wellbeing (more depressive symptoms and lower quality of life) in all categories, but the mental pain linked to debts is stronger for people who are jobless (not working, not retired). The analysis from a causal perspective suggests that getting rid of debts may reduce depressive symptoms among people who are jobless but may also improve quality of life among the retired and employed. Both these findings suggest that mental health services should work closely with debt advice when needed. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
25. An educational program, «Women victims of domestic violence: Detection, clinic, help»: Working with the complexity of teaching and Interpreting practice through research.
- Author
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Semenova, N. D., Kachaeva, M. A., and Shport, S. V.
- Subjects
EQUALITY ,MENTAL health services ,WOMEN'S mental health ,WOMEN'S health services ,VIOLENCE against women ,CLINICAL psychologists - Abstract
Introduction: Firstly, we will speak on the violence against women from a Russian perspective. The selected reports from regional psychiatric services and police department reports of domestic violence cases will be presented. Objectives: Secondly, we will draw upon our work developing and providing a new educational program, «Women victims of domestic violence: Detection, clinic, help,» mainly based on teaching several modules, WPA International Curriculum for Mental Healthcare Providers on Violence Against Women. Methods: In this present paper, we examine evidence-based practice from the starting points of research as illumination and psychiatry as a discipline with hermeneutic potential, to consider relationships between research and practice and the opportunities available within the current research agenda for psychiatrists and clinical psychologists working in clinical settings. Results: We contend that the quality of women's mental health services will only improve when they can acknowledge the considerable impact that intimate partner violence and sexual violence, as well as social inequalities, especially those based on gender, have on women's mental health. We do not underestimate the difficulty of providing practical help to women whose mental health has been profoundly affected by the violence, damage that is often further compounded by years of mistreatment and revictimization in services. Conclusions: The paper provides commentaries and reflections on the steps that must be taken to create opportunities to foster dialogue, discussing and exchanging ideas on a diverse range of topics relevant to the advancement of the program in the broader context. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
26. Artificial Intelligence in Psychiatry: A Comprehensive Literature Review.
- Author
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Gerantia, M.
- Subjects
NATURAL language processing ,SOCIAL media ,MENTAL health services ,SEVERITY of illness index ,LITERATURE reviews - Abstract
Introduction: The incorporation of artificial intelligence (AI) in healthcare, especially in mental health services, offers potential advancements in efficiency and personalization. As AI technologies like machine learning and natural language processing (NLP) continue to evolve, it's vital to evaluate their applications in psychiatry comprehensively. Objectives: This review aims to summarize and characterize studies that used AI, particularly machine learning and NLP, in mental health. Additionally, it endeavors to understand how these technologies may enhance diagnostic tools, symptom monitoring, and delivery of personalized treatment in psychiatry. Methods: Adhering to PRISMA guidelines, a systematic search was executed across multiple medical databases, including PubMed, Scopus, ScienceDirect, and PsycINFO. Keywords encompassed machine learning, data mining, psychiatry, and mental health. Exclusion criteria included non-English papers, anonymization process descriptions, case studies, conference papers, and other reviews. Data from various segments in the provided information were synthesized to capture the broader picture of AI's application in psychiatry. Results: From the 327 articles initially identified, 58 were chosen for detailed review. Studies predominantly revolved around three main populations: patients in medical databases, emergency room visitors, and social media users. The primary applications of AI entailed symptom extraction, illness severity classification, therapy effectiveness comparison, and psychopathological insights derivation. Data sources mainly included medical records and social media, with Python emerging as the preferred platform for most studies. Conclusions: While AI shows immense promise in revolutionizing mental health care, its current applications largely confirm existing clinical hypotheses. Ethical concerns, such as patient privacy and data biases, remain paramount. Future work should delve deeper into these challenges while further exploring AI's potential in clinical psychiatry practice. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
27. Recovery in Schizophrenia: The Role of Psychosocial interventions.
- Author
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Wykes, T.
- Subjects
MENTAL health services ,PATIENT decision making ,INDIVIDUAL needs ,SCHIZOPHRENIA ,SYMPTOMS - Abstract
Recovery in Schizophrenia: The Role of Psychosocial interventions Recovery is individual and so needs individual responses from the mental health services. Different interventions are useful at different stages and of course they only "work" for some people. The paper will describe some psychosocial interventions and the role they might pay in the patient's journey to their expected recovery. Three main strategies are often referred to – reducing symptoms, reducing barriers to recovery, and extending and maintaining recovery to achieve some stable and acceptable (to the patient) optimal level of functioning. Psychosocial intervention strategies are beneficial for each of these often thought of as independent, but they are inter-related with one type of therapy leading to reductions in the need for other therapies. The process of considering which one to start with is a choice and this paper will describe some decision making to ensure that patients have the best options. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. The Connelly House approach: occupational therapists facilitating the self-administration of medication in a psychiatric rehabilitation in-patient ward.
- Author
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McCarthy, James, Hawkins, Martine, and Andrews, Sane
- Subjects
OCCUPATIONAL therapists ,DRUG administration ,PSYCHOTHERAPY patients ,PSYCHIATRIC hospitals ,MEDICAL rehabilitation ,MENTAL health services - Abstract
This paper explores the potential for occupational therapists (OTs) to manage medicines and support patients in an in-patient psychiatric ward to effectively and safely self-administer their medication. Connelly House is an occupational therapy-led six-bed, open psychiatric rehabilitation in-patient ward supporting people transitioning from being in-patients to living in the community. Policy, process, governance and training needs are identified and discussed. Positive feedback was received from patients and staff involved with the service development, opening the door for OTs to manage medicines and support the self-administration of medication on other psychiatric rehabilitation in-patient wards using focused occupational interventions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
29. Eating Disorders and Our Youth: Aggressive Action Must be Taken to Ensure Parity.
- Author
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Reyes M
- Subjects
- Adolescent, Humans, United States, Male, Female, Feeding and Eating Disorders therapy, Mental Health Services legislation & jurisprudence, Health Services Accessibility legislation & jurisprudence, Adolescent Health Services
- Abstract
Eating disorders are one of the most common chronic illnesses among adolescents. Yet, our current framework for mental health care provides limited education, access to care, and support for adolescents suffering from this disease. The enactment of key legislation and federal guidance such as the Paul Wellstone and Pete Domenici Mental Health Parity and Addiction Equity Act of 2008 (MHPAEA) is evidence that there are steps being taken to ensure the removal of barriers to care. However, eating disorders are often overlooked as a category of behavioral disorders. This paper analyzes the current legal and social framework for providing care and support to adolescents suffering from eating disorders. In doing so, it offers recommendations to develop stronger protective and responsive measures to ensure access, support, and care to these individuals.
- Published
- 2023
- Full Text
- View/download PDF
30. On the role of artificial intelligence in psychiatry.
- Author
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Rocheteau E
- Subjects
- Humans, Artificial Intelligence, Psychiatry, Mental Health Services
- Abstract
Recently, there has been growing interest in artificial intelligence (AI) to improve efficiency and personalisation of mental health services. So far, the progress has been slow, however, advancements in deep learning may change this. This paper discusses the role for AI in psychiatry, in particular (a) diagnosis tools, (b) monitoring of symptoms, and (c) delivering personalised treatment recommendations. Finally, I discuss ethical concerns and technological limitations.
- Published
- 2023
- Full Text
- View/download PDF
31. The reality of at risk mental state services: a response to recent criticisms.
- Author
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Yung, Alison R., Wood, Stephen J., Malla, Ashok, Nelson, Barnaby, McGorry, Patrick, and Shah, Jai
- Subjects
ATTITUDE (Psychology) ,PSYCHOSES ,MEDICAL personnel ,MENTAL health services - Abstract
Background: In the 1990s criteria were developed to detect individuals at high and imminent risk of developing a psychotic disorder. These are known as the at risk mental state, ultra high risk or clinical high risk criteria. Individuals meeting these criteria are symptomatic and help-seeking. Services for such individuals are now found worldwide. Recently Psychological Medicine published two articles that criticise these services and suggest that they should be dismantled or restructured. One paper also provides recommendations on how ARMS services should be operate. Methods: In this paper we draw on the existing literature in the field and present the perspective of some ARMS clinicians and researchers. Results: Many of the critics' arguments are refuted. Most of the recommendations included in the Moritz et al. paper are already occurring. Conclusions: ARMS services provide management of current problems, treatment to reduce risk of onset of psychotic disorder and monitoring of mental state, including attenuated psychotic symptoms. These symptoms are associated with a range of poor outcomes. It is important to assess them and track their trajectory over time. A new approach to detection of ARMS individuals can be considered that harnesses broad youth mental health services, such as headspace in Australia, Jigsaw in Ireland and ACCESS Open Minds in Canada. Attention should also be paid to the physical health of ARMS individuals. Far from needing to be dismantled we feel that the ARMS approach has much to offer to improve the health of young people. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
32. Building improvement capability in frontline staff: a UK perspective.
- Author
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Maughan, Daniel, Reen, Gurpreet K., and Bailey, Jill
- Subjects
MENTAL health services ,CLINICAL governance - Abstract
This paper gives a narrative account of how the Oxford Healthcare Improvement Centre has embedded continuous quality improvement (CQI) across both mental health and community services in Oxford, UK. The aim of the centre is to develop capability across healthcare services, with frontline staff leading CQI independently. The paper discusses the various methods employed to achieve this aim, including the provision of training, mentoring and support to those undertaking improvement work, alongside developing the required governance for CQI. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
33. Is 'another' psychiatry possible?
- Author
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Rose D and Rose N
- Subjects
- Humans, Psychiatry, Mental Health Services, Mental Disorders therapy, Mental Disorders psychology
- Abstract
In this paper, we examine a number of approaches that propose new models for psychiatric theory and practices: in the way that they incorporate 'social' dimensions, in the way they involve 'communities' in treatment, in the ways that they engage mental health service users, and in the ways that they try to shift the power relations within the psychiatric encounter. We examine the extent to which 'alternatives' - including 'Postpsychiatry', 'Open Dialogue', the 'Power, Threat and Meaning Framework' and Service User Involvement in Research - really do depart from mainstream models in terms of theory, practice and empirical research and identify some shortcomings in each. We propose an approach which seeks more firmly to ground mental distress within the lifeworld of those who experience it, with a particular focus on the biopsychosocial niches within which we make our lives, and the impact of systematic disadvantage, structural violence and other toxic exposures within the spaces and places that constitute and constrain many everyday lives. Further, we argue that a truly alternative psychiatry requires psychiatric professionals to go beyond simply listening to the voices of service users: to overcome epistemic injustice requires professionals to recognise that those who have experience of mental health services have their own expertise in accounting for their distress and in evaluating alternative forms of treatment. Finally we suggest that, if 'another psychiatry' is possible, this requires a radical reimagination of the role and responsibilities of the medically trained psychiatrist within and outside the clinical encounter.
- Published
- 2023
- Full Text
- View/download PDF
34. Systematic Medical Appraisal, Referral and Treatment (SMART) Mental Health Programme for providing innovative mental health care in rural communities in India
- Author
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Devarsetty Praveen, Pallab K. Maulik, Vivekanand Jha, Sudha Kallakuri, Anushka Patel, and Siddhardha Devarapalli
- Subjects
medicine.medical_specialty ,mobile based healthcare delivery ,Referral ,Service delivery framework ,Clinical decision support system ,1117 Public Health and Health Services ,03 medical and health sciences ,0302 clinical medicine ,Global mental health ,Nursing ,Health care ,Medicine ,global mental health ,030212 general & internal medicine ,Cluster randomised controlled trial ,10. No inequality ,Interventions ,intervention ,business.industry ,WHO Action Plan ,1. No poverty ,1103 Clinical Sciences ,mental health services ,Mental health ,030227 psychiatry ,3. Good health ,Original Research Paper ,stigma ,Family medicine ,low and middle income country ,Rural area ,business ,common mental disorders - Abstract
Background.India has few mental health professionals to treat the large number of people suffering from mental disorders. Rural areas are particularly disadvantaged due to lack of trained health workers. Ways to improve care could be by training village health workers in basic mental health care, and by using innovative methods of service delivery. The ongoing Systematic Medical Appraisal, Referral and Treatment Mental Health Programme will assess the acceptability, feasibility and preliminary effectiveness of a task-shifting mobile-based intervention using mixed methods, in rural Andhra Pradesh, India.Method.The key components of the study are an anti-stigma campaign followed by a mobile-based mental health services intervention. The study will be done across two sites in rural areas, with intervention periods of 1 year and 3 months, respectively. The programme uses a mobile-based clinical decision support tool to be used by non-physician health workers and primary care physicians to screen, diagnose and manage individuals suffering from depression, suicidal risk and emotional stress. The key aim of the study will be to assess any changes in mental health services use among those screened positive following the intervention. A number of other outcomes will also be assessed using mixed methods, specifically focussed on reduction of stigma, increase in mental health awareness and other process indicators.Conclusions.This project addresses a number of objectives as outlined in the Mental Health Action Plan of World Health Organization and India's National Mental Health Programme and Policy. If successful, the next phase will involve design and conduct of a cluster randomised controlled trial.
- Published
- 2015
35. Standardised description of health and social care: A systematic review of use of the ESMS/DESDE (European Service Mapping Schedule/Description and Evaluation of Services and DirectoriEs).
- Author
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Romero-López-Alberca, Cristina, Gutiérrez-Colosía, Mencía R., Salinas-Pérez, José A., Almeda, Nerea, Furst, Maryanne, Johnson, Sonia, and Salvador-Carulla, Luis
- Subjects
MENTAL health services ,META-analysis ,LOCAL delivery services ,SOCIAL science research ,MEDICAL care - Abstract
Evidence-informed planning and interpretation of research results both require standardised description of local care delivery context. Such context analysis descriptions should be comparable across regions and countries to allow benchmarking and organizational learning, and for research findings to be interpreted in context. The European Service Mapping Schedule (ESMS) is a classification of adult mental health services that was later adapted for the assessment of health and social systems research (Description and Evaluation of Services and DirectoriEs - DESDE). The aim of the study was to review the diffusion and use of the ESMS/DESDE system in health and social care and its impact in health policy and decision-making. We conducted a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (1997–2018). Out of 155 papers mentioning ESMS/DESDE, 71 have used it for service research and planning. The classification has been translated into eight languages and has been used by seven international research networks. Since 2000, it has originated 11 instruments for health system research with extensive analysis of their metric properties. The ESMS/DESDE coding system has been used in 585 catchment areas in 34 countries for description of services delivery at local, regional and national levels. The ESMS/DESDE system provides a common terminology, a classification of care services, and a set of tools allowing a variety of aims to be addressed in healthcare and health systems research. It facilitates comparisons across and within countries for evidence-informed planning. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
36. World mental health on a tightrope: evidence, practice, policy and BJPsych International.
- Author
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Kyriakopoulos, Marinos
- Subjects
MENTAL health policy ,MENTAL health ,WORLD health ,MENTAL health services ,MENTAL health promotion - Abstract
BJPsych International is a journal that focuses on mental health practice and policy worldwide. The journal has undergone significant transformations under the leadership of David Skuse, expanding its reach and online presence. Mental health is recognized as a global public health priority, but there are still major gaps in service quality and coverage, particularly in low- and middle-income countries. BJPsych International aims to bridge this knowledge gap by providing an overview of current policy and practice in psychiatry and mental health around the world. The journal offers a range of content, including articles on mental health policy, services, training, research, and mental health law. It also plans to expand into publishing original research and systematic reviews to contribute to building an evidence base for good practice and policy worldwide. The journal is open access and does not charge publication fees, making it accessible to readers and authors from all cultures and continents. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
37. Participatory Interactive Objectivity in Psychiatry.
- Author
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Tekin, Şerife
- Subjects
MENTAL health services ,PSYCHIATRIC research ,REVISION (Writing process) ,MENTAL illness ,PSYCHIATRY - Abstract
This paper challenges the exclusion of patients from epistemic practices in psychiatry by examining the creation and revision processes of the Diagnostic and Statistical Manual of Mental Disorders (DSM), a document produced by the American Psychiatric Association that identifies the properties of mental disorders and thereby guides research, diagnosis, treatment, and various administrative tasks. It argues there are epistemic—rather than exclusively social/political—reasons for including patients in the DSM revision process. Individuals with mental disorders are indispensable resources to enhance psychiatric epistemology, especially in the context of the crisis, controversy, and uncertainty surrounding mental health research and treatment. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
38. Observations from a small country: mental health policy, services and nursing in Wales.
- Author
-
Hannigan B
- Subjects
- Health Policy, Humans, Leadership, Wales, Mental Health Services
- Abstract
Wales is a small country, with an ageing population, high levels of population health need and an economy with a significant reliance on public services. Its health system attracts little attention, with analyses tending to underplay the differences between the four countries of the UK. This paper helps redress this via a case study of Welsh mental health policy, services and nursing practice. Distinctively, successive devolved governments in Wales have emphasised public planning and provision. Wales also has primary legislation addressing sustainability and future generations, safe nurse staffing and rights of access to mental health services. However, in a context in which gaps always exist between national policy, local services and face-to-face care, evidence points to the existence of tension between Welsh policy aspirations and realities. Mental health nurses in Wales have produced a framework for action, which describes practice exemplars and looks forward to a secure future for the profession. With policy, however enlightened, lacking the singular potency to bring about intended change, nurses as the largest of the professional groups involved in mental health care have opportunities to make a difference in Wales through leadership, influence and collective action.
- Published
- 2022
- Full Text
- View/download PDF
39. Bringing families to the table: meaningful inclusion of families/significant others in adult eating disorder programmes.
- Author
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Boland S, Byrne A, De Jongh C, Hackett W, and O'Neill S
- Subjects
- Adult, Catchment Area, Health, Child, Humans, Ireland, Outpatients, Feeding and Eating Disorders therapy, Mental Health Services
- Abstract
In Ireland, traditionally, most public Adult Mental Health Services (AMHSs) had a small cohort of service users with eating disorders (EDs) in their service. However, over the last 5 years, the National Clinical Programmes have been encouraging Mental Health Services to develop ED programmes in each catchment area. This has culminated in a model of care for EDs for children and adults. It appears that in relation to AMHSs, meaningful inclusion of families/significant other(s) in ED programmes is somewhat inconsistent. This paper will discuss the possible impact of excluding or minimising family/significant other(s)' inclusion. It will also outline a suggested approach of including families/significant other(s) in a meaningful way in an out-patient ED programme.
- Published
- 2022
- Full Text
- View/download PDF
40. Family members' perspectives on the acceptability and impact of a co-facilitated information programme: the EOLAS mental health programme.
- Author
-
Higgins A, Downes C, Monahan M, Hevey D, Boyd F, Cusack N, and Gibbons P
- Subjects
- Family, Humans, Mental Health, Surveys and Questionnaires, Mental Disorders therapy, Mental Health Services
- Abstract
Background: Despite the critical role families play in the care and recovery journeys of people who experience enduring mental distress, they are often excluded by the mental health services in the care and decision-making process. International trends in mental health services emphasise promoting a partnership approach between service users, families and practitioners within an ethos of recovery., Objective: This paper evaluated the acceptability of and initial outcomes from a clinician and peer co-led family information programme., Methods: A sequential design was used involving a pre-post survey to assess changes in knowledge, confidence, advocacy, recovery and hope following programme participation and interviews with programme participants. Participants were recruited from mental health services running the information programme. In all, 86 participants completed both pre- and post-surveys, and 15 individuals consented to interviews., Results: Survey findings indicated a statistically significant change in family members' knowledge about mental health issues, recovery attitudes, sense of hope and confidence. In addition, the interviews suggested that the programme had a number of other positive outcomes for family members, including increased communication with members of the mental health team and increased awareness of communication patterns within the family unit. Family members valued the opportunity to share their experiences in a 'safe' place, learn from each other and provide mutual support., Conclusion: The evaluation highlights the importance of developing information programmes in collaboration with family members as well as the strength of a programme that is jointly facilitated by a family member and clinician.
- Published
- 2022
- Full Text
- View/download PDF
41. An Observational Study of the Progression of Patients' Mental Health Symptoms Six Weeks Following Discharge From the Hospital.
- Author
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Mao, W., Shalaby, R., Eboreime, E., Owusu, E., Elgendy, H., Shalaby, N., Agyapong, B., Nkire, N., Nichols, A., and Agyapong, V. I.
- Subjects
MENTAL health services ,MENTAL illness ,HOSPITAL admission & discharge ,WELL-being ,MENTAL depression - Abstract
Introduction: Transitioning from mental health inpatient care to community care is often a vulnerable time in the treatment process where additional risks and anxiety may arise. Objectives: The objective of this paper was to evaluate the progression of mental health symptoms in patients six weeks after their discharge from the hospital as the first phase of an ongoing innovative supportive program. In this study, factors that may contribute to the presence or absence of anxiety and depression symptoms, and the quality of life following a return to the community were examined. The results of this study provide evidence and baseline data for future phases of the project. Methods: An observational design was used in this study. We collected sociodemographic and clinical data using REDCap at discharge and six weeks later. Anxiety, depression, and well-being symptoms were assessed using the Generalized Anxiety Disorder (GAD-7) questionnaire, the Patient Health Questionnaire-9 (PHQ-9), and the World Health Organization-Five Well-Being Index (WHO-5) respectively. Descriptive, Chi-square, independent T-test, and multivariate regression analyses were conducted. Results: The survey was completed by 88 participants out of 144 (61.1% response rate). A statistically non-significant reduction in anxiety and depression symptoms was found six weeks after returning to the community based on the Chi-squared/Fisher exact test and independent t-test. As well, the mean anxiety and depression scores showed a non-significant marginal reduction after discharge compared to baseline. In the period following discharge, a non-significant increase in participants experiencing low well-being symptoms was observed, as well as a decline in the mean well-being scores. Based on logistic regression models, only baseline symptoms were significant predictors of symptoms six weeks after inpatient discharge. Image: Image 2: Image 3: Conclusions: In the short term following hospital discharge, no significant changes were observed in mental health conditions. A collaboration between researchers and policymakers is essential for the implementation and maintenance of effective interventions to support and maintain the mental health of patients following discharge. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
42. Assessing Changes in Quality of Life Measures, Resilience, and Personal Recovery, Pre- and Post-Discharge from Inpatient Mental Health Units in Alberta: Analysis of Control Group Data from a Randomized Trial.
- Author
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Owusu, E., Shalaby, R., Mao, W., Elgendy, H., Shalaby, N., Agyapong, B., Nichols, A., Eboreime, E., Lawal, M. A., Nkire, N., and Agyapong, V. I.
- Subjects
MENTAL health services ,QUALITY of life ,INPATIENT care ,CONTINUUM of care ,MENTAL health ,COMMUNITY mental health services - Abstract
Introduction: The transition from hospital to community settings for most mental health service users is often hindered by challenges that affect community adjustment and continuity of care. The first few weeks and days after discharge from mental health inpatient units represent a critical phase for many service users. Objectives: This paper aims to evaluate the changes in quality of Life status, resilience, and personal recovery of individuals with mental health challenges recently discharged from acute mental health care into the community. Methods: Data for this study were collected as part of a pragmatic stepped-wedge cluster-randomized, longitudinal approach in Alberta. A paired sample t-test and Chi-squared/Fisher test were deployed to assess changes from baseline to six weeks in the recovery assessment scale (RAS), brief resilience scale (BRS), and EuroQol-5d (EQ-5D), using an online questionnaire. Results: A total of 306 service users were recruited, and 88 completed both baseline and six weeks, giving a response rate of 28.8%. There was no statistically significant change in the level of resilience, recovery and quality of life as measured with the brief resilience scale, recovery assessment scale and EQ-5D from baseline to six weeks (p > 0.05). Conclusions: The study showed that there was neither an improvement nor deterioration in resilience, recovery, or quality of life status of service users six weeks post-discharge from inpatient mental health care. The lack of further progress calls into question whether the support available in the community when patients leave inpatient care is adequate to promote full recovery. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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43. Community psychiatric care for people with mental disorder and homelessness, with the involvement of peer support. Cooperation of the Awakenings Foundation and BMSZKI.
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Bulyáki, T., Harangozó, J., Harangozó, Z., and Kéri, P.
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HOMELESS persons ,MENTAL health services ,SUPPORT groups ,PSYCHIATRIC treatment ,MENTAL illness ,MENTAL health screening ,COMMUNITY mental health services - Abstract
Introduction: A person diagnosed with a psychiatric illness, must face labels and discriminiation most of the time. Fear of these undermines the motivation of people in need to seek help. A special example of this phenomenon is the case of people experiencing homelessness and mental disorder, avoiding the additional stigma of homelessness and therefore do not seek any help for their mental ill-health. Availability of the specific services complicates their problem. Fear of stigma, trauma, and previous bad experiences of using services also keep people experiencing homelessness away from services. In Hungary, the February Third Working Group (F3) Report on the 2020 Homelessness Survey After the Penal Code - Before the Pandemic Homelessness - Services Perspectives by Péter Győri shows in his summary paper that only 29% had received psychiatric treatment. Objectives: Methodology Center of Social and Its Institutions (BMSZKI), in collaboration with the Awakenings Foundation, developed a complex rehabilitation service for people experiencing homelessness and mental disorder. This presentation aims to present this good practice. Methods: Complex rehabilitation based on the methodology of community psychiatric care with the involvement of peer support. Results: - provision of community psychiatric care for people experiencing homelessness and mental disorder, - introduction of screening for effective care of undiagnosed persons with mental disorders, - provision of outpatient and day hospital care - focus of care in accommodation services on persons with mental disorders, - the involvement of peer-support work in the service, - building a network of contact points, organizing case conferences, - developing and organizing training on recovery-based rehabilitation for people with mental disorders in cooperation between the two organizations, - telemedicine, making digital mental health available - presence of resources represented by self-help groups - running a working group to promote improvements based on practical experience homelessness and mental disorder. Conclusions: extra-institutional teamwork multiplies the resources for people experiencing homelessness and mental disorder. Keywords: mental disorder, homelessness, community psychiatric care, peer support, collaboration Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
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- 2024
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44. Teleassistance Telerehabilitation Services for urgent mental health needs of people with Intellectual and Developmental disabilities.
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Bertelli, M. O.
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MENTAL health services ,PEOPLE with intellectual disabilities ,PEOPLE with developmental disabilities ,PSYCHOLOGICAL distance ,CAREGIVERS ,INTELLECTUAL disabilities - Abstract
Persons with intellectual disability (PwID) and/or and autism spectrum disorder with high support needs (ASD-HSN) have resulted to be among the most vulnerable populations to COVID-19 and distress factors associated to the measures for containing its spread. Many health, rehabilitation, and assistance needs were managed through the use of telemedicine, specifically teleassistance (TA) and telerehabilitation (TR), with regard to the prevention and treatment of the epidemic illness as well as the continuity of care required for the condition of developmental disability and co-occurring physical or mental disorders. TA and TR can function either directly or indirectly with the PwID/ASD; in the latter case, a family member, a regular caregiver, or a technician provides local mediation. This paper examines the most common TA and TR activities, along with their requirements, applications, and goals. All of these activities should be in line with the overarching goal of each customized therapy and rehabilitation plan, which is to enhance and support the quality of life for people with intellectual and developmental disabilities. Studies on TA and TR efficacy for PwID/ASD are limited, especially concerning adulthood. The scant research that is currently available demonstrates efficacy in maintaining or marginally enhancing cognitive, adaptive, and vocational skills. In addition to managing both routine and unusual activities as well as critical episodes, family members and other caregivers reported feeling more empowered about their educational and interpersonal abilities with the PwID/ASD. The primary benefits over traditional in-person services have been found to be greater accessibility and availability as well as a reduction in both physical and psychological distance. The primary limits include the absence of all elements of the therapeutic alliance pertaining to face-to-face communication, possible poor ability to use technology, accessibility of the technology itself, concerns regarding privacy, and variables that divert attention connected to the household setting. Even while telemedicine has proven to be feasible and beneficial thus far, it is doubtful that traditional techniques will be able to be replaced, at least not anytime soon. Telemedicine could, nonetheless, serve as a useful addition, integration, or short-term substitute. Future studies should provide light on the indications, contextual deployment, efficacy evaluation, and operational stability over time of certain TA and TR activities in addition to the use of artificial intelligence, machine learning, and interactive avatars. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]
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- 2024
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45. Toward measuring effective treatment coverage: critical bottlenecks in quality- and user-adjusted coverage for major depressive disorder.
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Vigo, Daniel, Haro, Josep Maria, Hwang, Irving, Aguilar-Gaxiola, Sergio, Alonso, Jordi, Borges, Guilherme, Bruffaerts, Ronny, Caldas-de-Almeida, Jose Miguel, de Girolamo, Giovanni, Florescu, Silvia, Gureje, Oye, Karam, Elie, Karam, Georges, Kovess-Masfety, Viviane, Lee, Sing, Navarro-Mateu, Fernando, Ojagbemi, Akin, Posada-Villa, Jose, Sampson, Nancy A., and Scott, Kate
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MEDICAL quality control ,HEALTH services accessibility ,DISEASES ,MEDICAL care use ,SURVEYS ,PATIENT monitoring ,MENTAL depression ,DRUGS ,CLASSIFICATION of mental disorders ,DIETHYLSTILBESTROL ,PATIENT compliance ,PHYSICIANS ,MENTAL health services ,PSYCHOTHERAPY ,PSYCHOPHARMACOLOGY - Abstract
Background: Major depressive disorder (MDD) is a leading cause of morbidity and mortality. Shortfalls in treatment quantity and quality are well-established, but the specific gaps in pharmacotherapy and psychotherapy are poorly understood. This paper analyzes the gap in treatment coverage for MDD and identifies critical bottlenecks. Methods: Seventeen surveys were conducted across 15 countries by the World Health Organization-World Mental Health Surveys Initiative. Of 35 012 respondents, 3341 met DSM-IV criteria for 12-month MDD. The following components of effective treatment coverage were analyzed: (a) any mental health service utilization; (b) adequate pharmacotherapy; (c) adequate psychotherapy; and (d) adequate severity-specific combination of both. Results: MDD prevalence was 4.8% (s.e., 0.2). A total of 41.8% (s.e., 1.1) received any mental health services, 23.2% (s.e., 1.5) of which was deemed effective. This 90% gap in effective treatment is due to lack of utilization (58%) and inadequate quality or adherence (32%). Critical bottlenecks are underutilization of psychotherapy (26 percentage-points reduction in coverage), underutilization of psychopharmacology (13-point reduction), inadequate physician monitoring (13-point reduction), and inadequate drug-type (10-point reduction). High-income countries double low-income countries in any mental health service utilization, adequate pharmacotherapy, adequate psychotherapy, and adequate combination of both. Severe cases are more likely than mild-moderate cases to receive either adequate pharmacotherapy or psychotherapy, but less likely to receive an adequate combination. Conclusions: Decision-makers need to increase the utilization and quality of pharmacotherapy and psychotherapy. Innovations such as telehealth for training and supervision plus non-specialist or community resources to deliver pharmacotherapy and psychotherapy could address these bottlenecks. [ABSTRACT FROM AUTHOR]
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- 2022
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46. Barriers to accessing mental health services in The Gambia: patients'/family members' perspectives.
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Barrow, Lamin F. M. and Faerden, Ann
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MENTAL health services ,ETIOLOGY of mental illnesses ,MENTAL illness treatment ,MENTAL illness ,COMMUNITY mental health services - Abstract
This paper concerns mental health services in The Gambia. It describes local concepts, experiences and knowledge about mental illness and the implications of such beliefs and attitudes for access to mental health services. A pretested questionnaire and interview guide were administered to a sample of patients/family members. Barriers to accessing mental health services were identified. These included beliefs about the causes of mental illness; family decision-making; the scarcity and high cost of services. Obtaining access to mental health services in The Gambia is currently challenging. Importantly, increased community and family education about the causes and treatment of mental illnesses will be required to address these issues. [ABSTRACT FROM AUTHOR]
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- 2022
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47. Developing a capacity-building programme to support a mental health service modernisation pilot project in Lviv region of Western Ukraine.
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Power, Tracey and Suvalo, Orest
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MENTAL health services ,PILOT projects - Abstract
This paper reflects on the development of a capacity-building programme to support a mental health service modernisation pilot project based in the Lviv region of Western Ukraine. National programmes that aim to modernise mental health services now have the experience of other countries on which to draw. The challenges faced by such modernisers have much in common. Nevertheless, although there are lessons to be learned from what has worked well elsewhere, we caution that the local context can have a profound effect on the successful implementation of plans based on best practice. [ABSTRACT FROM AUTHOR]
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- 2021
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48. The Emerging Welfare Mix for Syrian Refugees in Turkey: The Interplay between Humanitarian Assistance Programmes and the Turkish Welfare System.
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YILMAZ, VOLKAN
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EMPLOYMENT ,HUMAN rights ,HUMANITARIANISM ,IMMIGRANTS ,HEALTH insurance ,MEDICAL care ,MENTAL health services ,PUBLIC welfare ,REFUGEES ,PUBLIC sector ,GOVERNMENT policy - Abstract
This paper explores the key features of the emerging welfare mix for Syrian refugees in Turkey and identifies the modes of interaction between humanitarian assistance programmes, domestic policy responses and the Turkish welfare system. The welfare mix for Syrian refugees is a joint product of humanitarian assistance programmes implemented by international and domestic non-governmental organisations (NGOs) and domestic social policy programmes. Three policy domains are considered: social assistance schemes, employment and health care services. The paper suggests that granting of temporary protection status to Syrian migrants in Turkey and the agreement between Turkey and the EU shaped the welfare mix by empowering the public sector mandate vis-à-vis the humanitarian actors. As a result, the role of the public sector increases at the expense of NGOs, especially in social assistance and health care, while NGOs are increasingly specialised in protection work (especially in mental health support), where the Turkish welfare system has been weak. Employment has been essentially disregarded, in both humanitarian and social policy programmes, which casts doubt on the prospect of successful economic integration. Finally, this paper argues that the convergence of the rights of immigrants and citizens may well occur in mature components of less comprehensive welfare systems. [ABSTRACT FROM AUTHOR]
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- 2019
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49. Machine learning in mental health: a scoping review of methods and applications.
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Shatte, Adrian B. R., Teague, Samantha J., and Hutchinson, Delyse M.
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PSYCHIATRIC diagnosis ,MENTAL illness treatment ,DECISION trees ,MACHINE learning ,MEDICAL informatics ,MENTAL health services ,MENTAL illness ,ARTIFICIAL neural networks ,PSYCHIATRY ,PUBLIC health ,SYSTEMATIC reviews ,LITERATURE reviews ,SOCIAL support ,DATA analytics - Abstract
Background: This paper aims to synthesise the literature on machine learning (ML) and big data applications for mental health, highlighting current research and applications in practice. Methods: We employed a scoping review methodology to rapidly map the field of ML in mental health. Eight health and information technology research databases were searched for papers covering this domain. Articles were assessed by two reviewers, and data were extracted on the article's mental health application, ML technique, data type, and study results. Articles were then synthesised via narrative review. Results: Three hundred papers focusing on the application of ML to mental health were identified. Four main application domains emerged in the literature, including: (i) detection and diagnosis; (ii) prognosis, treatment and support; (iii) public health, and; (iv) research and clinical administration. The most common mental health conditions addressed included depression, schizophrenia, and Alzheimer's disease. ML techniques used included support vector machines, decision trees, neural networks, latent Dirichlet allocation, and clustering. Conclusions: Overall, the application of ML to mental health has demonstrated a range of benefits across the areas of diagnosis, treatment and support, research, and clinical administration. With the majority of studies identified focusing on the detection and diagnosis of mental health conditions, it is evident that there is significant room for the application of ML to other areas of psychology and mental health. The challenges of using ML techniques are discussed, as well as opportunities to improve and advance the field. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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50. Authors' reply.
- Author
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Deighton, Jessica, Lereya, Suzet Tanya, Patalay, Praveetha, Humphrey, Neil, and Wolpert, Miranda
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MENTAL health services ,CHILD mental health services ,CHILD psychiatry - Abstract
We thank Professor Ford and Ms McManus for raising some important questions and welcome extending the debate in this important area. In our paper we focus on raised levels of child-reported mental health difficulties in this school-based sample as likely indicators of level of difficulties that might be distressing for the child and potentially disruptive for the class and thus may be important in relation to potential early intervention.[5],[6] 10 Wolpert M, Zamperoni V, Napoleone E, Patalay P, Jacob J, Fokkema M, Predicting mental health improvement and deterioration in a large community sample of 11-to 13-year-olds. [Extracted from the article]
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- 2020
- Full Text
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