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Record W4306950514 · doi:10.1186/s40900-022-00391-5

Weaving a new blanket together: lessons on compassionate leadership and engagement from a virtual regional summit on early childhood wellness in northern communities of British Columbia, Canada

2022· article· en· W4306950514 on OpenAlexafffundabout
Erica Koopmans, Lisa Provencher, Lauren Irving, Caroline Sanders

Bibliographic record

VenueResearch Involvement and Engagement · 2022
Typearticle
Languageen
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsAssembly of First NationsUniversity of Northern British Columbia
FundersMichael Smith Health Research BC
KeywordsSummitWeavingBlanketNarrativePolitical sciencePublic relationsSociologyGeographyEngineeringLaw

Abstract

fetched live from OpenAlex

BACKGROUND: Early childhood is a critical period of development for infants, young children, and their families. An array of services, programs, and interventions exist to support families during this life stage, often delivered by a diverse range of professionals. Overlap in early years services exists between healthcare, social care, childcare, education, and not-for-profit organizations. Such diversity in services has the potential to add a rich experience to early childhood development, or without collaboration, widen service gaps, risking providers' ability to meet the needs of families. METHODS: In northern British Columbia (BC), Canada, a group of individuals came together to approach building relationships and engagement across sectors in early years services using compassionate systems leadership (CSL). A virtual summit was hosted with early childhood service providers including peer support workers and parents/caregivers using a hybrid model of pre-recorded asynchronous sessions combined with a live workshop. The purpose of the event was to find common ground, celebrate local success, and build understanding of how to work collaboratively across the region to identify and address early years priorities. RESULTS: The event was successful in engaging 121 providers across early years services from a broad geographic region. Applying CSL principles for engagement allowed the team to examine how all partners could address silos in early years services across northern BC. Using a reflexive thematic approach, four key themes were identified at the Summit: (1) early years services are a patchwork but there are dreams of weaving a new blanket together, (2) an ideal model of service is family-centred and inclusive, (3) all sectors are needed at the table, and (4) compassion is the thread that weaves this work together. CONCLUSIONS: The application of CSL principles can be used to guide engagement and develop supportive spaces for open conversation about creating systems change. In facilitating a space that allowed for vulnerability and relational ways of engaging across sectors we discovered commitment and a willingness for those present to consider new ideas and partnerships that would allow for greater integration of early years services in northern BC.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.180
Threshold uncertainty score0.910

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.138
GPT teacher head0.301
Teacher spread0.162 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations5
Published2022
Admission routes3
Has abstractyes

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