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Record W7062750451

A survey of facilities and human resource for paediatric nephrology training and practice in Nigeria: Resident doctors’ perspective

2024· article· en· W7062750451 on OpenAlexaboutno aff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2024
Typearticle
Languageen
FieldDecision Sciences
TopicScientific Measurement and Uncertainty Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Socioeconomic statusHuman resourcesFederal stateNephrologyTraining (meteorology)Perspective (graphical)
DOInot available

Abstract

fetched live from OpenAlex

Background: Kidney diseases are emerging as important contributors to non- communicable diseases in children worldwide and they impact negatively on the socioeconomic wellbeing of families and nations. Unlike rich economies of the world there is dearth of facilities and manpower needed for the practice and training in Paediatric Nephrology in resource challenged nations like Nigeria. There are however no data to support this assertion. Objectives: The study sought to provide information on facilities and manpower available for paediatrics nephrology practice and education in the country. Methods: We deployed an indirect, unobtrusive and introspective method to gather needed data using semi structured self- administered questionnaire on resident doctors who fitted well as key informants. Subjects were attendees at the annual Update Course in Paediatrics organised by the National Postgraduate Medical College of Nigeria in 2019. Results: Of the 154 attendees 93 (31 males and 62 females) participated in the study. Fifty four, 34 and 5 respectively were from Federal Teaching Hospitals, Federal Medical Centres and State Teaching Hospitals. Seventeen (31.5%), 14(25.9%) and 12(22.2%) of the residents working in federal teaching hospitals were from the South-south, Northwest and Southeast zones respectively while majority of the residents employed in state facilities were from the Southwest. Northeast and North-central zones had few residents. Facilities for haemodialysis (X2 = 9.58; p= 0.008), renal biopsy (X2 = 27.98; p= 0.000) and tissue handling (X2 = 9.97; p= 0.007) were significantly more in state and Federal Teaching Hospitals compared to Federal Medical Centres. Haemodialysis is not done in a quarter of the hospitals and in places where it was carried out, facilities are not dedicated to children and are not regularly done. One in 4 and two in 5 respondents came from centres where peritoneal dialysis (PD) is carried out with improvised materials. Among a quarter and half of the respondents, PD is respectively not done or seldom carried out. The views of 55.9% and 60.2% of the respondents on practice of Paediatric Nephrology was “fair” and “basic” respectively. Supplementary local and overseas training respectively could be accessed by only 23.7% and 12.9% of the respondents. Dedicated training in nephrology was available in centres hosting only 29% of the respondents. Where available the training was assessed as fair and good by 37.0% and 55.6% of the residents respectively. In the opinion of about half the respondents factors militating against training and practice were manpower/ infrastructural deficits, and lack of commitment of stakeholders. Conclusion and Recommendations: Practice and training in Paediatrics Nephrology in Nigeria is at best basic and limited in scope and depth. They are hamstrung by multiplicity of factors. Advancing their cause in the country would require commitment of all stakeholders through improved funding and programs re-orientation.

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)0.041
metaresearch head score (Gemma)0.031
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.199
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0410.031
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0020.002
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.667
GPT teacher head0.636
Teacher spread0.031 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2024
Admission routes1
Has abstractyes

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