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Record W4408015385 · doi:10.2196/65733

Development of a Framework for Youth- and Family-Specific Engagement in Research: Proposal for a Scoping Review and Qualitative Descriptive Study

2025· review· en· W4408015385 on OpenAlexaffvenueabout
Sarah Munce, Clementine Jarrett, Vjura Senthilnathan, Dorothy Luong, Brooke Allemang, Katherine Bailey, Elaine Biddiss, Maria T. Britto, Francine Buchanan, Christine Cassidy, Andrea Cross, Jessie Cunningham, Gina Dimitropoulos, Scott E. Hadland, Monika Kastner, Tieghan Killackey, Kristina M. Kokorelias, Colin Macarthur, Samantha Micsinszki, Chavon Niles, F. Virginia Wright, Alène Toulany

Bibliographic record

VenueJMIR Research Protocols · 2025
Typereview
Languageen
FieldHealth Professions
TopicMental Health and Patient Involvement
Canadian institutionsSinai Health SystemNorth York General HospitalToronto General HospitalMcMaster UniversityToronto Rehabilitation InstituteIzaak Walton Killam Health CentreHospital for Sick ChildrenInstitute for Clinical Evaluative SciencesUniversity of CalgaryCanadians Living with HIVHolland Bloorview Kids Rehabilitation HospitalUniversity Health NetworkCarleton UniversityDalhousie UniversitySickKids FoundationUniversity of Toronto
FundersNational Institute on Drug Abuse
KeywordsPreprintQualitative researchDescriptive researchPsychologyMedical educationSociologyMedicineComputer scienceWorld Wide WebSocial science

Abstract

fetched live from OpenAlex

BACKGROUND: Youth and families play an indispensable role in health research, given their unique lived experiences and expertise. Aligning research with patients' needs, values, and preferences can significantly enhance its relevance and impact; however, recent research has highlighted various challenges and risks associated with youth and family engagement in health research. These challenges encompass the perils of tokenism, power imbalances and dynamics, questioning the motives behind engagement, and limited accessibility to patient-friendly training for patient partners, as well as inadequate training on patient engagement for researchers and the absence of equitable engagement tools. To address these risks and challenges, different patient engagement models, theories, frameworks, and guiding principles have been developed and adopted; to date, however, their transferability to youth- and family-specific engagement in research has been limited. OBJECTIVE: The objectives of this project are (1) to determine the extent of the literature on the application of patient engagement models, theories, frameworks, and guiding principles in the context of youth-specific research; and (2) to determine how meaningful the key components and constructs of these models, theories, frameworks, and guiding principles are to youth and their family members. METHODS: This project will use an integrated knowledge translation approach and consists of 2 phases: (1) a scoping review to identify patient engagement models, theories, frameworks and guiding principles in youth research; and (2) a qualitative descriptive study using one-on-one semistructured interviews with youth and family members to understand their conceptualization of meaningful engagement in health research. For phase 1, the following databases were searched: Medline, CINAHL, EMBASE, PsycINFO, and the Cochrane Central Register of Controlled Trials. Literature from 2013 to August 28, 2024, was captured. Primary studies using a patient engagement in research model, theory, or framework, or guiding principles, in youth will be included. The risk of bias of included studies will not be assessed. Extracted data will be quantitatively summarized using numerical counts and qualitatively using content analysis. For phase 2, we will recruit 9 to 17 youth and 9 to 17 family members. Transcripts will be analyzed using an inductive approach outlined by Braun and Clarke. RESULTS: The project has received funding from the Canadian Institutes of Health Research. A 9-member integrated knowledge translation panel consisting of 6 youth and 3 family members has been established. CONCLUSIONS: The findings from this study will identify what is currently known about the application of patient engagement models, theories, frameworks, and guiding principles in youth-specific research and the important components of these models, theories, frameworks, and guiding principles from the perspective of youth and their families. These findings will be instrumental to developing a youth- and family-specific engagement in research framework called the UNITE framework and subsequently, a validated measure. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/65733.

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

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Protocol
About the Canadian research system: no · About a Canadian topic: no
Qualitativelow
gptMetaresearch
Domain: Methods · Genre: Protocol
About the Canadian research system: no · About a Canadian topic: no
Other designlow
models splitAgreement compares identical category sets and study designs across arms.

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)0.460
metaresearch head score (Gemma)0.255
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Protocol · Consensus signal: none
Teacher disagreement score0.540
Threshold uncertainty score0.666

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.4600.255
Meta-epidemiology (narrow)0.0030.004
Meta-epidemiology (broad)0.0050.008
Bibliometrics0.0360.030
Science and technology studies0.0150.027
Scholarly communication0.0240.034
Open science0.0120.035
Research integrity0.0160.013
Insufficient payload (model declined to judge)0.0060.002

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 head0.961
GPT teacher head0.781
Teacher spread0.179 · 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

Labeled directly by 2 models reading the full record.

Metaresearch

The models disagree on parts of this classification; every voice is preserved in the section at the end of the page.

Study designQualitative · Other design
DomainMethods
GenreProtocol

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

Citations3
Published2025
Admission routes3
Has abstractyes

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