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Record W3034913275 · doi:10.1177/1087054720925882

Mindfulness-Enhanced Behavioral Parent Training for Clinic-Referred Families of Children With ADHD: A Randomized Controlled Trial

2020· article· en· W3034913275 on OpenAlex
Janet W. T. Mah, Candice Murray, Jake Locke, Nicole Carbert

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Attention Disorders · 2020
Typearticle
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsBC Children's HospitalUniversity of British Columbia
FundersBC Children’s Hospital Foundation
KeywordsMindfulnessParent trainingPsychologyClinical psychologyRandomized controlled trialCompetence (human resources)Intervention (counseling)Developmental psychologyPsychiatryMedicine

Abstract

fetched live from OpenAlex

Objective: This study evaluated the efficacy of a mindfulness-enhanced behavioral parent training (BPT) group program compared to standard BPT in families of children with ADHD. Method: Parents ( N = 63) of children (aged 6–11) diagnosed with ADHD were randomly assigned to either mindful or standard BPT, and participated in 12 weekly 2-hr group sessions. Parents completed a series of questionnaires assessing mindful parenting, parenting stress, harsh discipline practices, behavioral dysregulation, and child ADHD symptoms, before and after completing the group intervention. Results: Parents in the mindful group had decreased harsh discipline practices and improved self-regulation compared to parents in the standard group. Both groups improved in parenting sense of competence and child ADHD symptoms. No significant group differences were found in mindful parenting or parenting stress. Conclusion: There are some important parental benefits to enhancing BPT with mindfulness.

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.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.803

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.365
Teacher spread0.289 · 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