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Record W2890259475 · doi:10.3390/children5090121

Changes in Parent Psychological Flexibility after a One-Time Mindfulness-Based Intervention for Parents of Adolescents with Persistent Pain Conditions

2018· article· en· W2890259475 on OpenAlexafffund
Danielle Ruskin, Lauren Campbell, Jennifer Stinson, Sara Ahola Kohut

Bibliographic record

VenueChildren · 2018
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversity of TorontoHospital for Sick Children
FundersHospital for Sick Children
KeywordsMindfulnessPsychological interventionPsychologyIntervention (counseling)OptimismClinical psychologyFlexibility (engineering)Chronic painMental healthAcceptance and commitment therapyPsychotherapistPsychiatry

Abstract

fetched live from OpenAlex

Parenting a child with chronic pain can be stressful and impact parent functioning in a variety of areas. Several studies have examined mindfulness-based interventions (MBIs) for parents of children with different health and mental health conditions. However, no studies to date have examined MBIs for parents of children with pain conditions. This study aimed to: (1) determine the feasibility and acceptability of a one-time MBI workshop for parents (n = 34) of adolescents with painful conditions (chronic pain and inflammatory bowel disease) who were participating in a concurrent mindfulness group for adolescents with pain, and (2) examine changes in parent mindfulness and psychological flexibility following the intervention. A mixed-method design was used. In terms of feasibility and acceptability, high recruitment and retention rates were observed, and parents reported high satisfaction scores with the workshop. Changes pre to post intervention showed that dimensions of parent psychological flexibility, but not parent mindfulness, improved following participation in the workshop. Qualitative analyses based on parent responses on a questionnaire uncovered seven themes of parent “takeaways” following participation in the workshop: Mindfulness Skills, Not Alone, Psychological Flexibility, Parent–Child Interactions, Self-Efficacy, Optimism/Positivity/Hope, and Awareness of Values. Taken together, these findings suggest that a one-time MBI workshop offered to parents whose teen was participating in a concurrent mindfulness group for pain is a feasible and promising intervention for parents of children with pain conditions.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.061
GPT teacher head0.379
Teacher spread0.318 · 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 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

Citations16
Published2018
Admission routes2
Has abstractyes

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