scholarly journals Using Absolutist Word Frequency from Online Searches to Measure Population Mental Health Dynamics

2021 ◽  
Author(s):  
Jais Adam-Troian ◽  
Thomas Arciszewski ◽  
Eric Bonetto
Keyword(s):  
Mental Health ◽  
Time Series ◽  
Survey Data ◽  
Public Mental Health ◽  
Cost Effective ◽  
Population Mental Health ◽  
Structural Time Series Models ◽  
Health Dynamics ◽  
Search Data ◽  
The Uk

The assessment of population mental health relies on survey data from representative samples, which come with considerable costs. Drawing on research which established that absolutist words (e.g. never) are semantic markers for depression, we propose a new measure of population mental health based on the frequency of absolutist words in online search data (Absolute Thinking Index; ATI). Our aims were to first validate the ATI, and to use it to model public mental health dynamics in France and the UK during the current COVID-19 pandemic. To do so, we extracted time series for a validated dictionary of 19 absolutist words, from which the ATI was computed (weekly averages, 2019-2020, n = 208). We then tested the relationship between ATI and longitudinal survey data of population mental health in the UK and France. ATI was linked with survey depression scores in the UK, r = .68, 95%CI[.34,.86], β = .23, 95%CI[.09,.37] in France and displayed similar trends. We finally assessed the pandemic’s impact on ATI using Bayesian structural time-series models. These revealed that the pandemic increased ATI by 3.2%, 95%CI[2.1,4.2] in France and 3.7%, 95%CI[2.9,4.4] in the UK. Mixed-effects models showed that ATI was related to COVID-19 new deaths in both countries β = .14, 95%CI[.14,.21]. Our results demonstrate the validity of the ATI as a measure of population mental health (depression) in France and the UK. We propose that researchers use it as cost-effective public mental health “thermometer” for applied and research purposes.

scholarly journals Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time-series analysis

2021 ◽  
Author(s):  
Duleeka Knipe ◽  
David Gunnell ◽  
Hannah Evans ◽  
Ann John ◽  
Daisy Fancourt
Keyword(s):  
Public Health ◽  
Mental Health ◽  
Time Series ◽  
Suicidal Ideation ◽  
Public Health Emergency ◽  
Google Trends ◽  
Depression Symptoms ◽  
Population Mental Health ◽  
Self Harm ◽  
The Uk

AbstractBackgroundGoogle Trends data are increasingly used by researchers as an indicator of population mental health, but few studies have investigated the validity of this approach.MethodsRelative search volumes (RSV) for the topics depression, anxiety, self-harm, suicide, suicidal ideation, loneliness, and abuse were obtained from Google Trends. We used graphical and time-series approaches to compare daily trends in searches for these topics against population measures of these outcomes recorded using validated scales (PHQ-9; GAD-7; UCLA-3) in a weekly survey (n=∼70,000) of the impact COVID-19 on psychological and social experiences in the UK population (12/03/2020 to 21/08/ 2020).ResultsSelf-reported levels of depression, anxiety, suicidal ideation, self-harm, loneliness and abuse decreased during the period studied. There was no evidence of an association between self-reported anxiety, self-harm, abuse and RSV on Google Trends. Trends in reported depression symptoms and suicidal ideation declined over the study period, whereas Google topic RSV increased (p=0.03 and p=0.04 respectively). There was some evidence that suicidal ideation searches preceded reported self-harm (p=0.05), but graphical evidence suggested this was an inverse association. However, there was statistical and graphical evidence that self-report and Google searches for loneliness (p<0.001) tracked one another.LimitationsNo age/sex breakdown of Google Trends data are available. Survey respondents were not representative of the UK population and no pre-pandemic data were available.ConclusionGoogle Trends data do not appear to be a useful indicator of changing levels of population mental health during a public health emergency, but may have some value as an indicator of loneliness.

scholarly journals Community-centred interventions for improving public mental health among adults from ethnic minority populations in the UK: a scoping review

BMJ Open ◽  
2021 ◽  
Vol 11 (4) ◽  
pp. e041102
Author(s):  
Cleo Baskin ◽  
Geiske Zijlstra ◽  
Mike McGrath ◽  
Caroline Lee ◽  
Fiona Helen Duncan ◽  
...  
Keyword(s):  
Mental Health ◽  
Ethnic Minority ◽  
Minority Groups ◽  
Public Mental Health ◽  
Risk Of Bias ◽  
Minority Populations ◽  
Ethnic Minority Groups ◽  
Ethnic Minority Populations ◽  
The Uk ◽  
Intervention Description

ObjectivesUndertake a scoping review to determine the effectiveness of community-centred interventions designed to improve the mental health and well-being of adults from ethnic minority groups in the UK.MethodsWe searched six electronic academic databases for studies published between January 1990 and September 2019: Medline, Embase, PsychINFO, Scopus, CINAHL and Cochrane. For intervention description and data extraction we used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews checklist and Template for Intervention Description and Replication guide. Quality was assessed using Cochrane risk of bias tools. Grey literature results were deemed beyond the scope of this review due to the large number of interventions and lack of available outcomes data.ResultsOf 4501 studies, 7 met the eligibility criteria of UK-based community interventions targeting mental health in adults from ethnic minority populations: four randomised controlled trials, one pre/post-pilot study, one cross-sectional study and one ethnographic study. Interventions included therapy-style sessions, peer-support groups, educational materials, gym access and a family services programme. Common components included a focus on tackling social isolation, using lay health workers from within the community, signposting and overcoming structural barriers to access. Four studies reported a statistically significant positive effect on mental health outcomes and six were appraised as having a high risk of bias. Study populations were ethnically heterogeneous and targeted people mainly from South Asia. No studies examined interventions targeting men.ConclusionsThere is a paucity of high-quality evidence regarding community-centred interventions focused on improving public mental health among ethnic minority groups. Decision makers need scientific evidence to inform effective approaches to mitigating health disparities. Our next steps are to map promising community activities and interventions that are currently being provided to help identify emerging evidence.

A community-based approach to evaluation of health outcomes and costs for telepsychiatry in a rural population: Preliminary results

2000 ◽  
Vol 6 (1_suppl) ◽  
pp. 155-157 ◽  
Author(s):  
Craig Kennedy ◽  
Peter Yellowlees
Keyword(s):  
Mental Health ◽  
Health Outcomes ◽  
Rural Areas ◽  
Pilot Trial ◽  
Public Mental Health ◽  
Cost Effective ◽  
Community Based ◽  
Public And Private ◽  
Preliminary Results ◽  
The People

A pilot trial was established to support visiting psychiatric services and local public and private practitioners through the use of videoconferencing. The purpose of the trial was to determine whether people in the community received better health-care with telemedicine. A community-based approach was used to evaluate health outcomes, costs, utilization, accessibility, quality and needs for such services in a rural community in Queensland. Over a two-year period data were collected from 124 subjects who met the criteria of having a mental health problem or mental disorder. Nine further subjects refused to participate in the study. Only 32 subjects used videoconferencing to receive mental health services. Preliminary results did not show any significant improvements in wellbeing or quality of life, although the time span was relatively short. However, the results confirmed that the people were no worse off from a consumer or a practitioner perspective from using videoconferencing. Most consumers found that videoconferencing with a psychiatrist moderately or greatly helped them in managing their treatment, with 98% of them preferring to be offered videoconferencing in combination with local services. Overall, videoconferencing is a crucial part of enhancing psychiatry services in rural areas. However, it is not necessarily cost-effective for all consumers, general practitioners, psychiatrists, or the public mental health service.

Integrating Mental Health Services through Reimbursement Reform and Managed Mental Health Care

1997 ◽  
Vol 2 (2) ◽  
pp. 86-93 ◽  
Author(s):  
David Mechanic
Keyword(s):  
Mental Health ◽  
Mental Health Services ◽  
Health Services ◽  
Financial Incentives ◽  
Systems Of Care ◽  
Public Mental Health ◽  
Community Services ◽  
Integration Of Services ◽  
The Usa ◽  
The Uk

People with serious and persistent mental illness require a range of community services typically provided by different specialized agencies. At the clinical level, assertive team case management is the strategy commonly used to achieve integration of services across specialized sectors. The USA also has used various financial and organizational approaches to reduce fragmentation and increase effectiveness, including development of stronger public mental health authorities, use of financial incentives to change professional and institutional behavior, requirements to allocate savings from hospital closures to community systems of care, and introduction of mental health managed care on a broad scale. These approaches have potential but also significant problems and there is often a large gap between theory and implementation. These US developments are discussed with attention to the implications for mental health services in the UK.

scholarly journals Mental health and poverty in the UK – time for change?

2015 ◽  
Vol 12 (2) ◽  
pp. 27-28 ◽  
Author(s):  
Jed Boardman ◽  
Nisha Dogra ◽  
Peter Hindley
Keyword(s):  
Mental Health ◽  
Income Inequality ◽  
Health Services ◽  
Detrimental Effect ◽  
Mental Health Problems ◽  
Poverty And Inequality ◽  
Population Mental Health ◽  
Long Term Consequences ◽  
The Uk

Poverty and income inequality have increased in the UK since the 1970s. Poverty and mental ill-health are closely associated and disadvantage can have long-term consequences. In addition, the recent recession and austerity measures have had a detrimental effect on people with mental health problems and the mental health of the population. Mental health services can play a role in addressing the problems of poverty and inequality.

Mental health promotion: Guidance and strategies

2012 ◽  
Vol 27 (2) ◽  
pp. 81-86 ◽  
Author(s):  
G. Kalra ◽  
G. Christodoulou ◽  
R. Jenkins ◽  
V. Tsipas ◽  
N. Christodoulou ◽  
...  
Keyword(s):  
Mental Health ◽  
Health Promotion ◽  
Psychiatric Disorders ◽  
Psychiatric Morbidity ◽  
Public Mental Health ◽  
Population Group ◽  
Well Being ◽  
Mental Health Promotion ◽  
Targeted Interventions ◽  
Population Mental Health

AbstractPublic mental health incorporates a number of strategies from mental well-being promotion to primary prevention and other forms of prevention. There is considerable evidence in the literature to suggest that early interventions and public education can work well for reducing psychiatric morbidity and resulting burden of disease. Educational strategies need to focus on individual, societal and environmental aspects. Targeted interventions at individuals will also need to focus on the whole population. A nested approach with the individual at the heart of it surrounded by family surrounded by society at large is the most suitable way to approach this. This Guidance should be read along with the European Psychiatric Association (EPA) Guidance on Prevention. Those at risk of developing psychiatric disorders also require adequate interventions as well as those who may have already developed illness. However, on the model of triage, mental health and well-being promotion need to be prioritized to ensure that, with the limited resources available, these activities do not get forgotten. One possibility is to have separate programmes for addressing concerns of a particular population group, another that is relevant for the broader general population. Mental health promotion as a concept is important and this will allow prevention of some psychiatric disorders and, by improving coping strategies, is likely to reduce the burden and stress induced by mental illness.

Geographical Resource Allocation for Public Mental Health Services in Victoria

1997 ◽  
Vol 31 (1) ◽  
pp. 95-104 ◽  
Author(s):  
Graham Meadows
Keyword(s):  
Mental Health ◽  
Mental Health Services ◽  
Health Services ◽  
Private Sector ◽  
Public Mental Health ◽  
Background Information ◽  
Major Influence ◽  
The Usa ◽  
History Of ◽  
The Uk

Objective:To provide background information on the approach of area based funding models for mental health services, to describe the considerations which have come to bear in the development process of the Victorian model, to explore the impacts of different models, and to suggest courses for further development. Method:The history of this approach to funding in the UK and the USA is summarised, then an account is given of the development of the Victorian model. The position is put that the validation of such models is hampered by having only sparse relevant data. Suggestions are made for improving this situation. Results:The Victorian model has come to include adjustments for socioeconomic disadvantage, the age, sex and marital status structure of the population, and a variable discounting for estimated substitutive activity of the private sector. Different methods of combining these adjustments into a working formula can be seen to have very different impacts. Conclusions:The approach taken in development of this model can be expected to have major influence on funding within Victoria, but also more widely in Australia. The impacts of differing assumptions within these models are significant. Specifically targeted epidemiological research, and activity analysis of the private sector will be necessary to enhance the validity of models of this type.

scholarly journals Suicidal ideations and suicide attempts prior to admission to a psychiatric hospital in the first six months of the COVID-19 pandemic: interrupted time-series analysis to estimate the impact of the lockdown and comparison of 2020 with 2019

BJPsych Open ◽  
2022 ◽  
Vol 8 (1) ◽  
Author(s):  
Christoph Hörmann ◽  
Annatina Bandli ◽  
Anna Bankwitz ◽  
Mateo De Bardeci ◽  
Annia Rüesch ◽  
...  
Keyword(s):  
Mental Health ◽  
Time Series ◽  
Suicide Attempt ◽  
Control Period ◽  
Public Mental Health ◽  
Interrupted Time Series ◽  
Patient Admissions ◽  
Populations At Risk ◽  
Number Of Patients ◽  
The Impact

Background There is a substantial burden on global mental health as a result of the Coronavirus disease 2019 (COVID-19) pandemic that has become putting pressure on healthcare systems. There is increasing concern about rising suicidality consequential to the COVID-19 pandemic and the measures taken. Existing research about the impact of earlier epidemics and economic crises as well as current studies about the effects of the pandemic on public mental health and populations at risk indicate rising suicidality, especially in the middle and longer term. Aims This study investigated the early impact of the COVID-19 pandemic on suicidality by comparing weekly in-patient admissions for individuals who were suicidal or who attempted suicide just before admission, for the first 6 months after the pandemic's onset in Switzerland with corresponding 2019 control data. Method Data was collected at the Psychiatric University Hospital of Zurich. An interrupted time-series design was used to analyse the number of patients who were suicidal. Results Instead of a suggested higher rate of suicidality, fewer admissions of patients with suicidal thoughts were found during the first 6-months after the COVID-19 outbreak. However, the proportion of involuntary admissions was found to be higher and more patients have been admitted after a first suicide attempt than in the corresponding control period from 2019. Conclusions Although admissions relating to suicidality decreased during the pandemic, the rising number of patients admitted with a first suicide attempt may be an early indicator for an upcoming extra burden on public mental health (and care). Being a multifactorial process, suicidality is influenced in several ways; low in-patient admissions of patients who are suicidal could also reflect fear of contagion and related uncertainty about seeking mental healthcare.

scholarly journals Mental health in the UK Biobank: a roadmap to self-report measures and neuroimaging correlates

2021 ◽  
Author(s):  
Rosie K Dutt ◽  
Kayla Hannon ◽  
Ty O Easley ◽  
Joseph Griffis ◽  
Wei Zhang ◽  
...  
Keyword(s):  
Mental Health ◽  
Longitudinal Research ◽  
Self Report ◽  
Uk Biobank ◽  
State Dependent ◽  
Population Mental Health ◽  
Timing Effects ◽  
The Uk ◽  
Biomarker Research ◽  
Test Retest Reliability

The UK Biobank (UKB) is a highly promising dataset for brain biomarker research into population mental health due to its unprecedented sample size and extensive phenotypic, imaging, and biological measurements. In this study, we aimed to provide a shared foundation for UKB neuroimaging research into mental health with a focus on anxiety and depression. We compared UKB self-report measures and revealed important timing effects between scan acquisition and separate online acquisition of some mental health measures. To overcome these timing effects, we introduced and validated the Recent Depressive Symptoms (RDS) score which we recommend for state-dependent and longitudinal research in the UKB. We furthermore tested univariate and multivariate associations between brain imaging derived phenotypes (IDPs) and mental health. Our results showed a significant multivariate relationship between IDPs and mental health, which was highly replicable. Conversely, effect sizes for individual IDPs were very small and contributions of individual IDPs to the multivariate result did not replicate. Test-retest reliability of IDPs was stronger for measures of brain structure than for measures of brain function. Taken together, these results provide benchmarks and guidelines for future UKB research into brain biomarkers of mental health.

The experiences of autistic adults during the COVID-19 pandemic in the UK and implications for autism services development

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Bettina Riese ◽  
Raja A.S. Mukherjee
Keyword(s):  
Mental Health ◽  
Cost Effective ◽  
Autism Spectrum ◽  
Poor Mental Health ◽  
Online Questionnaire ◽  
Content Type ◽  
Autistic Adults ◽  
The Uk ◽  
Ongoing Support ◽  
Practical Implications

Purpose COVID-19 has been challenging for many in the UK. This is no different to many with autism spectrum disorder. Based on the experiences and issues raised by a small group of autistic women in an ongoing support group, consideration if this holds true for the wider adult autistic community across further lockdowns and restrictions to public life was explored. Design/methodology/approach An online questionnaire was created based on the issues raised. Participants indicated the degree to which they agreed or disagreed with each statement. Findings Autistic adults experienced an increase in anxiety and poor mental health, which in turn has exacerbated autistic features, such as rigidity. The data indicates that autistic adults can adapt to change provided there is support in maintaining routines. Research limitations/implications The research is limited due to the small number of participants (N = 120), as well as national variations in service provision. Practical implications Our data raises wider questions about the nature of support for autistic adults without cognitive impairments during times of crises and how services can respond and may even be shaped in the future to provide support that is cost-effective and relevant to autistic adults. Social implications To ensure that services have an awareness of how crises impact on autistic adults and how relatively simple changes may avert poor mental health. Originality/value That the creation of local support networks, and the ability to access these, is a key feature of autism-specific support.

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