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Record W4386989327 · doi:10.1093/pch/pxad055.018

18 Exploring Caregiver Perspectives on Acceptance and Commitment Therapy and Application to Early Intervention for Young Autistic Children

2023· article· en· W4386989327 on OpenAlexaboutno aff
Cecilia Lee, Jessica Brian, Yona Lunsky, Kenneth Fung, Rachelle Ashcroft, Rebecca Lerner, Melanie Penner

Bibliographic record

VenuePaediatrics & Child Health · 2023
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisIntervention (counseling)Caregiver stressPsychologyPsychological interventionFocus groupFeelingMental healthQualitative researchClinical psychologyDevelopmental psychologyMedicinePsychotherapistPsychiatrySocial psychology

Abstract

fetched live from OpenAlex

Abstract Background Caregivers of young autistic children face high levels of stress. With increasing focus on caregiver-mediated early intervention, which requires that caregivers learn and implement skills to address their child’s developmental needs, the stress experienced by caregivers may impact their participation. Currently available mental health interventions, including acceptance and commitment therapy (ACT), target caregiver stress but are not well-studied in caregivers with young autistic children and who are participating in early intervention. Objectives To identify caregivers’ perspectives on: i) the benefits and disadvantages of participating in ACT, and ii) the potential application of ACT to those caregivers whose children are participating in early intervention. Design/Methods This qualitative study utilized reflexive thematic analysis with a constructivist approach to explore caregivers’ perceptions of ACT. Demographic information was collected and semi-structured interviews were conducted with 8 caregivers from Ontario, Canada. Interviews were coded and themes generated from the codes. Themes were revised based on feedback from the research team and member-checking. Results Participants included mothers from single or dual-parent households with 1-2 autistic children or adults diagnosed before age 5 years who had taken an in-person or virtual ACT workshop between 2012-2020. In exploring the benefits and disadvantages of ACT, the theme changing caregiver’s perspective on prioritizing self highlights the shift in our participants’ focus to their own needs through accepting and managing their emotions and stress, aligning their actions with their chosen values, and moving towards acceptance of their child. Participants acknowledged feeling supported through establishing a community of other caregivers with whom they could share experiences and process emotions in a psychologically safe environment. Despite practical barriers to accessing ACT, participants noted their experiences in learning ACT were facilitated by their shared philosophies, use of imagery and hands-on activities to reinforce complicated concepts, and participation in a group designed to train ACT facilitators. Participants also shared their views on applying ACT to early intervention, providing their recommendations about accessibility, workshop timing and features, and community support. Considerations prior to participating in ACT included addressing gaps in messaging around the importance of caregiver mental health and wellness and a caregiver’s readiness to seek wellness support. Participants also maintained the importance of highlighting a child’s strengths and acceptance of the child. Conclusion Themes from this study highlight the internal process whereby caregivers begin shifting their focus on their own mental health needs, as well as the relational aspects of the group that contribute to the feeling of support. Though ACT participants had varying personal experiences with early intervention, their insights into integrating ACT along with early intervention provide a starting point in developing a truly family-centred intervention that honours the reciprocal relationship between child and caregiver.

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)0.009
metaresearch head score (Gemma)0.010
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: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.005
Scholarly communication0.0030.001
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.077
GPT teacher head0.386
Teacher spread0.309 · 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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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