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Patient, Caregiver, and Clinician Participation in Prioritization of Research Questions in Pediatric Hospital Medicine

2022· article· en· W4224462497 on OpenAlexafffundabout
Peter J. Gill, Ann Bayliss, Aubrey Sozer, Francine Buchanan, Karen Breen‐Reid, Kim De Castris‐Garcia, Mairead Green, Michelle Quinlan, Noel Wong, Shelley Frappier, Katherine Cowan, Carol Chan, Dana Arafeh, Mohammed Rashidul Anwar, Colin Macarthur, Patricia C. Parkin, Eyal Cohen, Sanjay Mahant, Olivier Drouin, Catherine Pound, Gita Wahi, Gemma Vomiero, Kim Zhou, Mahmoud Sakran, Anupam Sehgal, Thuy Mai Luuy, Karen Forbes, Tom McLaughlin, Krista Baerg, Geert t Jong, Sepi Taheri, Patricia Li, Evelyn Constantin, Joanna Holland, Leigh-Ann Newhook, Sean Murray

Bibliographic record

VenueJAMA Network Open · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicDelphi Technique in Research
Canadian institutionsCanadian Respiratory Research NetworkUniversity of OttawaUniversity of TorontoSickKids FoundationChildren's Hospital of Eastern OntarioInstitute for Clinical Evaluative SciencesHospital for Sick ChildrenTrillium Health Centre
FundersCanadian Institutes of Health Research
KeywordsInterimGeneral partnershipDelphi methodMedicineFamily medicineHealth careMedical educationMEDLINENursingPsychology

Abstract

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Importance: The research agenda in pediatric hospital medicine has seldom considered the perspectives of young people, parents and caregivers, and health care professionals. Their perspectives may be useful in identifying questions on topics for research. Objective: To prioritize unanswered research questions in pediatric hospital medicine from the perspectives of young people, parents/caregivers, and health care professionals. Design, Setting, and Participants: Between August 4, 2020, and August 19, 2021, two online surveys and a virtual workshop were conducted, using modified Delphi technique and nominal group technique. Young people, parents/caregivers, and health care professionals with experiences in pediatric hospital medicine in Canada were included. Interventions: The established James Lind Alliance Priority Setting Partnership method was used. In phase 1, a survey collected unanswered questions regarding pediatric hospital medicine via 3 open-ended questions. Survey responses were used to develop summary questions that went through an evidence-checking process. Unanswered questions were brought to a phase 2 interim prioritization survey. The top 10 unanswered research questions in pediatric hospital medicine were established at the final priority setting workshop. Main Outcomes and Measures: Survey responses, top 10 research questions. Results: The phase 1 survey was completed by 188 participants (148 of 167 [89%] females; 17 of 167 [10%] males; mean [SD] age, 39.5 [12.4] years) and generated 495 unanswered research questions and comments, of which 58 were deemed out of scope. The remaining 437 responses were grouped into themes (eg, communication, shared decision-making, health service delivery, and health service management) and then refined to 75 unanswered research questions. Of these 75, only 4 questions had sufficient evidence. To make the number of questions in phase 2 manageable, 21 questions submitted by only 1 respondent were eliminated. Fifty unanswered research questions were included in the phase 2 survey, which was completed by 201 participants (165 of 186 [89%] females; 19 of 186 [10%] males; mean [SD] age, 40.0 [11.0] years). A short list of 16 questions-the top 10 questions from patient partners (youths, parents/caregivers) and clinicians-was presented at the final priority setting workshop and the top 10 questions were prioritized. The top 10 questions focused on the care of special inpatient populations (eg, children with medical complexity), communication, shared decision-making, support strategies in the hospital, mental health supports, shortening length of stay, and supporting Indigenous patients, parents/caregivers, and families. Conclusions and Relevance: This patient-oriented pediatric hospital medicine priority setting partnership identified the most important unanswered research questions focused on the care of children in the hospital. These questions provide a possible roadmap for research on areas deemed important to young people, parents/caregivers, and clinicians.

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)0.267
metaresearch head score (Gemma)0.361
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.733
Threshold uncertainty score0.903

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2670.361
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0060.003
Scholarly communication0.0060.007
Open science0.0030.012
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0040.001

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 head0.142
GPT teacher head0.522
Teacher spread0.380 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designQualitative
DomainMethods
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".

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Citations29
Published2022
Admission routes3
Has abstractyes

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