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Record W7134825705 · doi:10.3310/gjkr4724

‘Tired of spinning plates’: Synopsis of mixed methods exploration of mental health experiences of adult/older carers of adults with learning disabilities

2025· article· en· W7134825705 on OpenAlexaff
Katherine Runswick-Cole, Sara Ryan, Martina Smith, Chris Hatton, Patty Douglas, Clare Kassa, Rosamaria E. Kostic Cisneros, Liz Croot

Bibliographic record

VenueHealth and Social Care Delivery Research · 2025
Typearticle
Languageen
FieldMedicine
TopicDown syndrome and intellectual disability research
Canadian institutionsQueen's University
FundersHealth Services and Delivery Research Programme
KeywordsMental healthQualitative researchMental health careHealth careSocial care

Abstract

fetched live from OpenAlex

Background: This research addresses the mental health of family carers of adults with learning disabilities. We investigated participants' perceptions of their mental health and views on the accessibility and quality of support. Design and methods: The research involved seven work packages which included public involvement, a rapid scoping review of evidence about family carers' mental health and support, an online exhibition, interviews with parent and sibling carers, digital storytelling workshops, key stakeholder discussions and the creation of learning and teaching materials. Results: Caregiving driven by love is often exploited by health and social care services which deny basic support, information and kindness. Enduring struggle for support and worries about the future are often the cause of mental distress. Participants know what supports mental well-being but have little time to look after themselves due to the lack of support. Social services were described as 'hostile' or absent and participants viewed themselves as exhausted by the lack of support, rather than depressed. Medication can help but can be offered without consideration of their caring role or because there are no alternatives. Participants ask for their statutory entitlements for health and social care support to be met with kindness. Outputs and dissemination: We delivered: (1) an expansive public engagement model; (2) an innovative and creative participatory approach to generate stories of care; (3) a dissemination strategy to raise awareness of the mental health of family carers and (4) the development of general practitioner resources. We published journal articles, blogs, magazine articles, an online exhibition, films and presented findings at international conferences. Public and stakeholder involvement and engagement: Family carers and people with learning disabilities were involved across the study, and in the Study Steering Group. Limitations: Recruitment was slower than expected. Carers were unable to use care replacement costs because of a lack of alternative care. There were challenges involving marginalised communities. We engaged with fewer respondents through the Exhibition than the planned survey; however, it was important to respond to participants' views. Conclusions: Health and care services often fail to recognise or adjust support for family carers despite provision under the Equality Act. The role of love in caring relationships, the absence of consideration of this in research, and the exploitation of this love by service systems which rely heavily on family carers were highlighted. Provisions in The Care Act and The Equalities Act are not always upheld, family carers struggle to gain support over years and even the 'feeblest' acts of kindness make a difference in health and care delivery. There is a need for policy-makers and practitioners to review and develop robust monitoring of the provision set out in legislation to ensure family carers and people with learning disabilities' entitlements are met. Small acts of kindness on the part of health and social care providers have a big impact on the well-being of family carers. Future work: Further exploration of care as a relational activity. The development of ways of monitoring compliance and adherence to legal frameworks. Bringing together the perceptions, views and experiences of people with learning disabilities, siblings and parent carers to generate a comprehensive understanding of the support needs of these groups. An exploration of the mental health experiences of LGBTQI+ family carers and family carers of autistic adults without learning disabilities. Funding: This synopsis presents independent research funded by the National Institute for Health and Care Research (NIHR) Health and Social Care Delivery Research programme as award number NIHR135080.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.062
metaresearch head score (Gemma)0.067
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.062
Threshold uncertainty score0.328

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0620.067
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0130.015
Science and technology studies0.0090.009
Scholarly communication0.0100.008
Open science0.0040.015
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.098
GPT teacher head0.473
Teacher spread0.375 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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