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Record W4390195325 · doi:10.4236/oalib.1110682

The Factors of Adhesion of the Personnel of the Hospital of Beni Mellal to the Hospital Establishment Project (Morocco)

2023· article· en· W4390195325 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueOALib · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicWater management and technologies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

The Hospital Establishment Project (PEH) is subject to many criticisms and most of the objectives are not achieved. The objective of this study is to analyze the factors of adhesion of the personnel to the elaboration and implementation of the Beni Mellal EPH. Methodology: The study is transversal, descriptive, quantitative and qualitative. It was conducted from 21-04-2010 to 30-04-2010. The data was collected using a questionnaire and semi-directive interview guides. The targets were hospital staff, the director, delegates, central level officials and Canadian consultants. Quantitative data were entered and analyzed using Epi Info 2000, and qualitative data were transcribed, synthesized and analyzed on the basis of the content of the speeches. Results: 56% did not understand what the HDP was and few perceived its usefulness. 85% were not prepared for the EPI; only the managers (p < 0.05) were prepared. Only the managers (p < 0.05) were involved in the development and implementation. Information/communication was insufficient. There was a constant mobility of managers from their position of responsibility. The development of the HDP was subject to several constraints (technical, time, financial, and planning). Conclusion: In order to create the conditions for staff to adhere to the next generation of HDPs, there is an urgent need to reduce the instability of those in charge of the structures, to simplify the planning method, to prepare and involve the staff in the HDP, to set up a communication plan, and to train the chief doctors and department heads in strategic planning.

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.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.068
Threshold uncertainty score0.201

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.017
GPT teacher head0.200
Teacher spread0.183 · 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