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Record W7061041236

Physiotherapists perceived experience of work within a school organization : A qualitative interview study

2023· article· en· W7061041236 on OpenAlexaff

Bibliographic record

VenueKTH Publication Database DiVA (KTH Royal Institute of Technology) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsSKiN Health
Fundersnot available
KeywordsWork (physics)Qualitative researchInterviewSemi-structured interviewData collectionPerception
DOInot available

Abstract

fetched live from OpenAlex

SAMMANFATTNING Bakgrund: I dagsläget finns en stor kunskapsbank gällande fysioterapeutiska insatser och deras effekt kopplade till barn och ungdomars hälsa.Skolfysioterapeuter är däremot få i Sverige och kunskapen rörande deras kompetens och roll är i dagsläget begränsad.Därav finns det ett behov av förtydligande gällande deras arbete i svenska skolor.Syfte: Syftet var att utforska och beskriva fysioterapeuters upplevelser och erfarenheter av att arbeta inom en skolorganisation.Metod: Studien är en kvalitativ intervjustudie baserad på sju semistrukturerade intervjuer med fysioterapeuter från olika kommuner som arbetar/har arbetat inom skolan i Sverige.Intervjuerna utfördes under perioden november 2022januari 2023 och spelades in, transkriberades samt analyserades med en induktiv ansats genom en kvalitativ innehållsanalys i enlighet med Graneheim & Lundman.Resultat: Studien presenterar resultatet utifrån tre kategorier, Fysioterapeutens roll, Interaktion och Utmaningar med tillhörande underkategorier.Konklusion: Studien påvisar att insatserna upplevs ha en positiv inverkan på elever, lärare samt den allmänna skolorganisationen.Fysioterapeuternas erfarenhet tydliggör att de har en roll att fylla i skolan genom bidrag och fokus riktat mot bland annat preventiva åtgärder.Det identifieras dock ett fortsatt behov av utveckling inom arbetet samt vidare forskning kring fysioterapeutiska insatser och interventioner i skolan.

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)0.012
metaresearch head score (Gemma)0.018
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 score0.018
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0140.007
Scholarly communication0.0070.004
Open science0.0020.007
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0060.001

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 head0.041
GPT teacher head0.351
Teacher spread0.311 · 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".

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Citations0
Published2023
Admission routes1
Has abstractno

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