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Record W4236361699 · doi:10.24124/2021/59140

Multidisciplinary mental health supervision in a rural context: An exploratory study of experiences in northern British Columbia

2021· dissertation· en· W4236361699 on OpenAlexaffabout
Anthony Kariuki

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldPsychology
TopicCounseling Practices and Supervision
Canadian institutionsUniversity of Northern British Columbia
Fundersnot available
KeywordsMental healthMultidisciplinary approachContext (archaeology)Rural healthNursingPsychologyPublic relationsMedical educationMedicineRural areaSociologyPolitical scienceGeographyPsychiatry

Abstract

fetched live from OpenAlex

The purpose of this study was to better understand how multidisciplinary mental health supervision might work in rural remote settings. There is a need for supervisory approaches that address the unique contextual challenges in rural and remote multidisciplinary service delivery, such as management approaches, isolation, and lack of support. This study focused on three areas linked to multidisciplinary mental health supervision: challenges and opportunities, role perception, and differences in approaches. This study also attempted to reconcile the core supervisory requirements with the contextual challenges. The few studies on rural remote supervision have primarily focused on general internal and external factors facing rural remote professionals. Despite its importance, knowledge of how multidisciplinary rural remote supervisors perceive and/or appreciate their roles is limited. This study was informed by social construction and symbolic interaction theories, and guided by three research questions: 1) What challenges and opportunities do mental health supervisors experience in northern British Columbia? 2) How do frontline workers, supervisors, and senior managers perceive the roles and activities of mental health supervisors in northern British Columbia? 3) How are supervisory approaches in various mental health disciplines different or similar in northern British Columbia? The research methodology was qualitative and the study design adopted an interpretive, social interactionist approach. Source triangulation enhanced both the credibility and transferability of the findings. The sources included three participant groups: frontline mental health workers, mental health supervisors, and senior mental health managers. Another triangulation source was the context and setting review of BC’s complex mental health jurisdictions. Triangulation was also achieved by interviewing participants who worked in different settings, organizations, and geographic locations. Thematic analysis was used for data analysis resulting in 11 manifest themes and the following five latent themes: Difficult, overwhelming responsibilities; stressful, complicated decision making; the endless campaign for professional leadership support; mentorship in remote practice; and a struggle in collaborative plurality. Most of the participants expressed the wish for more support in their professional work. The findings from this study provide employers with new insights into multidisciplinary supervisory work and also emphasize the need for practical and specific ideas for much needed support for rural remote supervisors.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.552
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.031
GPT teacher head0.360
Teacher spread0.329 · 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

Citations0
Published2021
Admission routes2
Has abstractyes

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