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Record W1492443078 · doi:10.5430/jnep.v6n11p53

Mental health policy implementation as an integral part of primary health care services in Oshana region, Namibia

2016· article· en· W1492443078 on OpenAlexvenueno aff
Daniel Opotamutale Ashipala, Wilma Wilkinson, Agnes Van Dyk

Bibliographic record

VenueJournal of Nursing Education and Practice · 2016
Typearticle
Languageen
FieldPsychology
TopicMental Health Treatment and Access
Canadian institutionsnot available
FundersUniversity of Namibia
KeywordsMental healthNursingHealth careHealth policyMedicineBusinessPublic healthPolitical sciencePsychiatry

Abstract

fetched live from OpenAlex

Despite the 1990 reforms to the health system in Namibia, mental health still receives low priority. Coupled with limited resources, health policies are directed at addressing communicable and life-threatening diseases. On the primary health care (PHC) level, health care services are either completely absent or, at best, fragmented. Therefore, an assessment of the implementation of the mental health policy that was launched in 2005 in the Oshana region of Namibia was undertaken in order to assess the extent to which the mental health policy had been implemented. The aim of the study was to explore and describe the extent of implementation and identify the challenges faced by nurses in PHC settings. A quantitative, explorative, descriptive design was used, where a total of 42 nurse from 13 health facilities in the Oshana region were conveniently included in the study. Data were collected using a self-administered questionnaire that included both open and closed-ended items. The study found that health care workers on the ground were expected to implement the policy, without have been provided with the crucial tools for implementing it, such as training, implementation guidelines, supervision, infrastructure to support the services and the materials needed to provide the services. In addition, although 77% of the research participants had received training in mental health, none expressed confidence in delivering mental health services on a PHC level. As a result, such services are not available in 94% of the health facilities in the region. This finding supports Gilson et al.’ s (2008) bottom-up model of policy implementation, which holds that in order to implement a policy fully and successfully, sufficient resources for implementation at multiple levels are required The findings call for articulated plans to address the challenges experienced in mental health policy implementation in Namibia in order to allow for the early identification of the burden associated with mental disorders.

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.094
Threshold uncertainty score0.187

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0010.002
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 head0.093
GPT teacher head0.555
Teacher spread0.462 · 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 designObservational
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

Citations7
Published2016
Admission routes1
Has abstractyes

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