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Record W4417491613 · doi:10.5334/ijic.9067

Behavioural Change in Practice: Primary Care Providers’ Journey Towards Goal-Oriented Care

2025· article· en· W4417491613 on OpenAlexaff
Reini Haverals, Sibyl Anthierens, Peter Pype, Carolyn Steele Gray, Kris Van den Broeck, Pauline Boeckxstaens

Bibliographic record

VenueInternational Journal of Integrated Care · 2025
Typearticle
Languageen
FieldHealth Professions
TopicPatient-Provider Communication in Healthcare
Canadian institutionsLunenfeld-Tanenbaum Research InstituteUniversity of Toronto
Fundersnot available
KeywordsPrimary careReflection (computer programming)Consistency (knowledge bases)Behaviour changeReflective practiceIntegrated careSocial care

Abstract

fetched live from OpenAlex

Introduction: The demand for person-centred integrated care (PC-IC) requires health services focused on patients' individual needs. Strengthening primary care is crucial in promoting PC-IC. Goal-oriented care (GOC) prioritizes patient goals and fosters interprofessional team-based care, optimizing PC-IC. GOC requires healthcare providers to shift from problem- to goal-oriented practices. However, how providers change their daily practice to align care with what matters most to patients remains unclear. Aim: This qualitative study explores how primary care providers (PCPs) experience behaviour change when implementing GOC in daily work after an interprofessional GOC-training. Method: Six months post-training, focus groups with PCPs were organized. A theoretical thematic analysis was conducted using the Capability, Opportunity, Motivation, and Behaviour (COM-B) model. Results: Twenty-two PCPs participated in five focus groups. Motivational factors catalysed behaviour change towards GOC, including developing awareness on care actions through reflective practice. PCPs identified capabilities such as asking person-centred questions, maintaining a broad knowledge and enhancing their advocacy for patients. Opportunities stressed team support, care continuity, and reflexivity-promoting workplaces as vital for enabling behavioural change in GOC. Conclusion: Reflective practice is vital for aligning PCPs' behaviour with GOC. Involvement of all colleagues and dedicated time for reflection promote team alignment and consistency in achieving patients' personal goals.

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)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.525
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0000.000

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 head0.111
GPT teacher head0.448
Teacher spread0.337 · 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.

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

Citations1
Published2025
Admission routes1
Has abstractyes

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