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Strengthening the social relationships of mothers with learning difficulties

2008· article· en· W2049303577 on OpenAlexaff
David McConnell, Allison Dalziel, Gwynnyth Llewellyn, Kathryn Laidlaw, Gabrielle Hindmarsh

Bibliographic record

VenueBritish Journal of Learning Disabilities · 2008
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPsychologyDisconnectionIntervention (counseling)Mental healthSocial workSocial supportDevelopmental psychologyLearning disabilityMedical educationSocial psychologyMedicinePsychiatry

Abstract

fetched live from OpenAlex

Accessible summary Many mothers with learning difficulties want help with meeting people and making friends, and ‘getting out and about’ in their community. We worked with mothers with learning difficulties and family support workers to create a programme, the ASLP, to help mothers achieve their goals to get out and about in the community. This programme involves mothers meeting, talking and learning together over a 12‐week period. Mothers also receive one to one support to work on their individual goals. We tested the programme with 32 mothers and most mothers achieved their goals and now feel better about themselves and more confident about being in the community. This programme is now available for other service workers to use to support mothers with learning difficulties in their communities. Summary Mothers with learning difficulties are often isolated within their local communities. They also report low levels of social support. Social disconnection is associated with high levels of stress and poorer mental health, and in turn, adverse parenting and child outcomes. In the study reported here, a multi‐site, intervention group only, repeated measures research design was employed to determine the efficacy of a group‐based, adult‐learning programme designed to strengthen the social relationships and improve the psychological wellbeing of mothers with learning difficulties. Thirty‐two mothers with learning difficulties completed the programme across six sites in Australia. The effects of the programme on perceived social support and psychological wellbeing were substantially greater than established benchmarks for parent‐training and family support programmes. These promising findings warrant further investigation, ideally employing a randomised‐controlled trial design.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.436
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.059
GPT teacher head0.311
Teacher spread0.252 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

Quick stats

Citations43
Published2008
Admission routes1
Has abstractyes

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