MétaCan
Menu
Back to cohort
Record W4220961043 · doi:10.4314/jcmphc.v34i1.9

Managerial Capacity of Health Care Managers in Primary Health Care Centres in Ekiti State, Nigeria

2022· article· en· W4220961043 on OpenAlexaff
Adewale Abayomi Adeniran, O Ojo, E Oluwole, Florence C. Chieme, B Olujobi, MR Akinyinka, M Ilesanmi, A Ogunsakin

Bibliographic record

VenueJournal of Community Medicine and Primary Health Care · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Systems and Reforms
Canadian institutionsUniversity of SaskatchewanSaskatchewan Health Authority
Fundersnot available
KeywordsMedicineGovernment (linguistics)Health careNursingPrimary health careDescriptive statisticsDescriptive researchEnvironmental healthEconomic growthPopulation

Abstract

fetched live from OpenAlex

Background: The performances of Primary Health Care workers play key roles in delivering quality health care thereby leading to health systems’ strengthening. This study assessed the managerial capacity of health care managers at Primary Health Care centres in Ekiti State, Nigeria.Methods: A descriptive cross-sectional study was carried out amongst 188 health care managers in all the Local Government Areas of Ekiti State, Nigeria from August to November 2020. Self-administered questionnaires (google form) were used to obtain data. Analysis of data was done with STATA SE 12. The level of significance (p-value) was set at <0.05.Results: The mean age of respondents was 45.9 ± 7.0 years with females 161 (85.6%) and males 27 (14.4%). More than one-third 69 (36.7%) of respondents had received formal training in managerial and leadership development. The majority of respondents (94.7%) had good managerial capacity with a mean total score of 279.8 ± 46.9. There was a statistically significant difference in the average managerial capacity scores across the level of education and professional experience categories. Respondents who had tertiary education and those with more than 5 years’ experience had higher managerial capacity scores compared to others. (p < 0.001)Conclusion: The findings indicated that majority of the Primary Health Care managers in Ekiti State had a good managerial capacity to run the Primary Health Care systems. It is recommended that individual health workers should continue with personal development and continuous institutional development by the state government is encouraged towards improvement of health services rendered. Keywords: Managerial capacity; Healthcare managers; Primary Health Care; Institutional development

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)0.001
metaresearch head score (Gemma)0.003
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.040
GPT teacher head0.289
Teacher spread0.249 · 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

Citations3
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Community Medicine and Primary Health CareSame topicHealthcare Systems and ReformsFrench-language works237,207