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Record W2972526468

Moving from space to place: Reimagining the challenges of physical space in primary health care teams in Ontario.

2019· article· en· W2972526468 on OpenAlexaffabout
Bridget Ryan, Judith Belle Brown, Cathy Thorpe

Bibliographic record

VenuePubMed · 2019
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsCollege of Family Physicians of CanadaCentre for Family MedicineWestern University
Fundersnot available
KeywordsFacilitatorTeamworkSpace (punctuation)Grounded theoryAxial codingHealth careCoding (social sciences)PsychologyQualitative researchNursingMedicineSociologyComputer scienceSocial psychologyTheoretical samplingManagementPolitical science
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To extend our understanding of how primary health care team members characterize the effects of location on team functioning. DESIGN: Qualitative study using grounded theory methodology, with in-depth analysis of data concerning the role of physical space in teamwork. SETTING: Family health teams in Ontario. PARTICIPANTS: A total of 110 team members from 20 family health teams in Ontario. METHODS: Individual semistructured interviews were conducted. Interviews were audiorecorded and transcribed verbatim. Individual and group coding followed grounded theory processes of open, axial, and selective coding. Immersion in interview and field note data facilitated crystallization. MAIN FINDINGS: Across sites, regardless of their physical space, team members commented spontaneously about the role of space in team functioning. An overarching theme of a "sense of place" developed from data analysis. A sense of place could be established through co-location (being in the same physical space), the allocation of team members' working spaces, coming together, and having a shared vision. Physical space often operated as a key facilitator or considerable barrier to creating a sense of place; however, some teams with suboptimal physical space functioned as highly integrated teams, creating a sense of place through various means. CONCLUSION: Many interprofessional health care teams cannot physically change less-than-optimal spaces. However, teams can thrive and create a sense of place through various means, some of which relate to actual physical space, and some of which relate to promoting common activities and a shared vision-factors that are effective for team building in general. When there are economic limitations, as well as structural constraints, then it is essential that creating a sense of place be a priority. Future research should consider this lens as a means for expanding the discussion and possible solutions around traditional space issues.

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)0.004
metaresearch head score (Gemma)0.009
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 score0.887
Threshold uncertainty score0.413

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0160.009
Scholarly communication0.0050.002
Open science0.0020.006
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 head0.024
GPT teacher head0.350
Teacher spread0.326 · 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

Citations2
Published2019
Admission routes2
Has abstractyes

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