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Record W2980370502 · doi:10.1097/pcc.0000000000002150

Pediatric Chronic Critical Illness: Gaps in Inpatient Intrateam Communication*

2019· article· en· W2980370502 on OpenAlexaff
Ryan S. Hirschfeld, Silvana Barone, Emily Johnson, Renee D. Boss

Bibliographic record

VenuePediatric Critical Care Medicine · 2019
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsMedicineDysfunctional familyHealth careNursingFamily medicinePopulationPsychiatry

Abstract

fetched live from OpenAlex

OBJECTIVES: The number of children with medical complexity and prolonged hospitalizations is rising. Strategies to adapt acute care approaches for this population are falling behind clinical demand. This study aimed to identify how inpatient team communication practices match the needs of teams caring for these patients and families, and to identify priority areas for improvement. DESIGN: Cross-sectional mixed methods survey. SETTING: Academic children's hospital. SUBJECTS: Interdisciplinary healthcare professionals: physicians, nurse practitioners, nurses, resident and fellow trainees, respiratory therapists, clinical pharmacists, occupational therapists, physical therapists, social workers, and child life specialists. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Four-hundred eight interdisciplinary healthcare professionals participated (33% response rate). Half (53%) worked in ICUs and 37% had greater than 10 years clinical experience. Three overarching themes emerged regarding communication during care of children with prolonged hospitalizations are as follows: 1) Dysfunctional team collaboration: the many involved healthcare providers for these children have inconsistent team meetings and few platforms for reaching clinical consensus; 2) Continuity gaps: time-limited clinician rotations and no designated longitudinal clinical leaders undermine relationships with families and key elements of shared decision-making; and 3) Inadequate communication skills and tools: healthcare professionals have inadequate training to address complex conversations and big picture concerns, and often default to daily management conversations. Nearly half (40%) perceived intra-team conflict to occur more commonly during care of these children compared with those with short hospitalizations, and many feel unskilled to address these conflicts. Healthcare providers working in ICUs were more likely than other healthcare providers to find care of children with chronic critical illness stressful "most of the time" (ICU 46%; 60/131 vs non-ICU 25%; 21/84; p = 0.02). CONCLUSIONS: Acute care inpatient communication practices require modification to meet the needs of healthcare professionals who provide longitudinal care to children with repeated and prolonged hospitalizations. Improvement strategies should prioritize building collaboration, continuity, and communication skills among healthcare professionals.

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 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)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.324
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0090.002

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 head0.020
GPT teacher head0.442
Teacher spread0.422 · 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; both teacher heads agree on what is shown here.

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

Citations37
Published2019
Admission routes1
Has abstractyes

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