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Record W2736262432 · doi:10.5334/ijic.3184

Managerial strategies for integrated care: Health care provider engagement in the iCOACH project

2017· article· en· W2736262432 on OpenAlexaboutno aff
James Shaw, G. Ross Baker, Jennifer Gutberg, Louise Belzile, Carolyn Steele Gray, Mylaine Breton, Maxime Guillette, Gaya Embuldeniya, Jan Barnsley, Ann McKillop, Timothy Kenealy

Bibliographic record

VenueInternational Journal of Integrated Care · 2017
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsnot available
Fundersnot available
KeywordsIntegrated careHealth careNursingPublic relationsBusinessVisionMedicineSociologyPolitical science

Abstract

fetched live from OpenAlex

Introduction: The implementation of integrated care involves efforts to engage health care providers in a vision of health care delivery that includes coordination and collaboration for the care of individual clients. The processes by which health care providers engage with an organizational vision for integrated care, and the challenges associated with encouraging health care providers to adopt integrated practices remain under-explored in the research literature.Theory/Method: This paper reports initial findings on health care provider engagement in efforts to implement integrated community-based primary health care from the iCOACH project (Integrated Care for Older Adults with Complex Health Needs). The research project draws on in-depth international case studies of organizations in 3 jurisdictions: Ontario, Canada (n=3), Quebec, Canada (n=3), and New Zealand (n=3). Drawing on the theory of institutional logics, this report will include data from health care provider and organizational management/leadership interviews across all 9 case studies.Results: Preliminary findings suggest that health care providers respond to organizations’ visions for integrated care differently depending on whether they feel supported to practice in more integrated ways. Even within a single organization, health care providers may enact or resist the organizational vision (and thus institutional logic) toward integrated care depending on the extent to which they feel engaged. Managerial approaches were found to be of central importance, helping to determine the extent to which health care providers adopted more integrated practices in the provision of everyday care delivery. These findings were illustrated across case studies in each of the 3 study jurisdictions.Discussion: Although these qualitative data only represent preliminary analysis, they point to the importance of managerial engagement strategies to promote health care provider buy-in to an organizational vision of more integrated care. These early findings suggest that managers within health care organizations can act as either barriers or facilitators to implementing integrated care depending on whether and how the interact and work with health care providers.Conclusions: Managerial approaches to the engagement of health care providers are of primary importance for the implementation of integrated care. Further analysis of the iCOACH study data will provide more detailed examination of which managerial approaches promote integrated health care provider practice, and those which act as barriers to integrated primary health care.Lessons Learned: The key lesson learned is that health care providers respond differently to a single managerial approach. Organizational leaders should anticipate different reactions from health care providers within a given organizational context, and anticipate the need for different engagement strategies when seeking to implement integrated care.Limitations: This abstract represents preliminary analysis, and further analysis is required to provide a more detailed presentation of (a) specific care provider reactions to managerial strategies, (b) the influence of other features of organizational contexts, and (c) how to promote better health care provider buy-in to organization vision.Future Research: Further analysis will examine in detail the reactions of health care providers to specific managerial strategies, presenting their adoption of more integrated ways of providing primary health care in different organizational contexts.

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)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.172
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.001
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 head0.058
GPT teacher head0.478
Teacher spread0.421 · 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 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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Citations2
Published2017
Admission routes1
Has abstractyes

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