Evidence map›Paper›PMID 37879653›Full record

ArticleBMJ global health2023

Effectiveness of return-of-service schemes for human resources for health retention: a retrospective cohort study of four Southern African countries.

Sikhumbuzo A Mabunda, Andrea Durbach, Wezile W Chitha, Hawor Phiri, Mahlane Phalane, Oduetse Moaletsane, Blake Angell, Rohina Joshi

Abstract read
In one paragraph

Article in BMJ global health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Sikhumbuzo A MabundaSchool of Population Health, University of New South Wales, Sydney, New South Wales, Australia s.mabunda@unsw.edu.au.ORCID 0000-0001-9458-3742
Andrea DurbachAustralian Human Rights Institute, University of New South Wales - Kensington Campus, Sydney, New South Wales, Australia.
Wezile W ChithaHealth Systems Enablement and Innovation Unit, University of the Witwatersrand, Johannesburg, South Africa.
Hawor PhiriMpumalanga Department of Health, Mbombela, South Africa.ORCID 0000-0002-4135-4118
Mahlane PhalaneMpumalanga Department of Health, Mbombela, South Africa.
Oduetse MoaletsanePharmacovigilance and Clinical Trials, Botswana Medicines Regulatory Authority, Gaborone, Botswana.
Blake AngellGeorge Institute for Global Health, University of New South Wales, Newtown, New South Wales, Australia.ORCID 0000-0002-7188-7740
Rohina JoshiSchool of Population Health, University of New South Wales (UNSW), Sydney, New South Wales, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGovernments use return-of-service (RoS) schemes to train, employ and retain health professionals in the public sector. We determined the effectiveness of RoS schemes in four Southern African countries.

methodsThis retrospective cohort study used databases of RoS beneficiaries from South Africa, Botswana, Eswatini and Lesotho. We ascertained the period of funding for beneficiaries between 2000 and 2010, study programme, selection criteria, study country and if they completed their studies. Records were sought to track beneficiaries' service and fulfilment of their RoS obligations. Data were sought at the provincial level in South Africa and nationally for the other three countries. Binomial logistics regression and Kaplan-Meier survival estimates were used to determine risk factors and predictors of defaulting.

resultsMost beneficiary enrolment (eg, decision on why they were funded, socioeconomic status, disability status, high school results) and service data (eg, health facilities where they worked, how long they worked at each health facility, movement between health facilities) were not available. A total of 5616 beneficiaries were drawn from the four countries' databases. Of those with full data available, 21.7% (229/1056) were retained/served beyond their obligatory period and 20.2% (213/1056) were still serving. A total of 24.3% (95% CI: 21.7% to 26.9%; n=257/1056) of beneficiaries in the final subanalysis of two South African provinces fulfilled their contractual obligations. Only 32.2% (277/861) of beneficiaries undertook internship within their funding provinces. Governments needed to fund six beneficiaries to have one beneficiary complete their contractual obligation if they undertook internship outside their province.

conclusionRecord keeping in all countries was poor, hampering the effectiveness of RoS schemes. Of the units with full data available, the retention rate was below 25%, and internship being undertaken outside the funding province was associated with higher defaulter rates, calling for a policy overhaul.

Indexed as

Reactive Oxygen SpeciesHumansRetrospective StudiesRisk FactorsSouth AfricaWorkforceReactive Oxygen SpeciesCohort studyHealth policyHealth systemsPublic Health

Identifiers

PMID37879653
PMCPMC10603424

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.