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Record W4322758798 · doi:10.1093/jpepsy/jsad014

Perceptions of Adolescents With Chronic Pain About Peer Support: Reflexive Thematic Analysis

2023· article· en· W4322758798 on OpenAlexafffund
Delane Linkiewich, Katherine Dib, Paula Forgeron, Bruce Dick, C. Meghan McMurtry

Bibliographic record

VenueJournal of Pediatric Psychology · 2023
Typearticle
Languageen
FieldMedicine
TopicPediatric Pain Management Techniques
Canadian institutionsMcMaster UniversityMcMaster Children's HospitalUniversity of GuelphStollery Children's HospitalUniversity of OttawaCARE CanadaUniversity of Alberta
FundersCanadian Institutes of Health Research
KeywordsChronic painThematic analysisPsychologyFeelingPeer supportSocial supportIntervention (counseling)PopulationPeer groupClinical psychologyDevelopmental psychologyQualitative researchMedicinePsychiatrySocial psychology

Abstract

fetched live from OpenAlex

OBJECTIVE: Social challenges are a common experience for adolescents with chronic pain. Group peer support for these adolescents could be a promising intervention; however, no studies have focused exclusively on the peer support needs of this population. The present study addressed this gap in the literature. METHODS: Adolescents with chronic pain between 12 and 17 years of age completed a virtual interview and demographics questionnaire. Interviews were analyzed using inductive reflexive thematic analysis. RESULTS: Fourteen adolescents (Mage: 15.21 years; 9 females; 3 males, 1 nonbinary, 1 gender questioning) with chronic pain participated. Three themes were generated: "Being Misunderstood," "They Would Understand Me," and "Moving Forward Together in Our Pain Journeys." Adolescents with chronic pain feel misunderstood and under supported by their peers without pain leading to feeling "othered" by having to explain their pain, yet not feeling free to talk about their pain with friends. Adolescents with chronic pain expressed that peer support would provide the forms of social support they are missing amongst their friends without pain as well as companionship and a sense of belonging due to shared knowledge and experiences. CONCLUSIONS: Adolescents with chronic pain desire peer support from others like themselves, highlighting the challenges in their everyday friendships as the impetus for this support, as well as their anticipated short- and long-term benefits, including learning from their peers and developing new friendships. Findings indicate that adolescents with chronic pain may benefit from group peer support. Findings will inform the development of a peer support intervention for this population.

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)0.020
metaresearch head score (Gemma)0.030
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 score0.020
Threshold uncertainty score0.107

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.030
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0030.004
Scholarly communication0.0030.003
Open science0.0010.005
Research integrity0.0010.001
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 head0.026
GPT teacher head0.374
Teacher spread0.348 · 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

Citations9
Published2023
Admission routes2
Has abstractyes

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