Evidence map›Paper›PMID 37156560›Full record

SynthesisBMJ global health2023

Drivers of health workers' migration, intention to migrate and non-migration from low/middle-income countries, 1970-2022: a systematic review.

Patience Toyin-Thomas, Paul Ikhurionan, Efe E Omoyibo, Chinelo Iwegim, Avwebo O Ukueku, Jermaine Okpere, Ukachi C Nnawuihe, Josephine Atat, Uwaila Otakhoigbogie, Efetobo Victor Orikpete and 6 more

Abstract readSystematic Review
In one paragraph

Synthesis 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 71 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
71citing papers in PubMed, 1 pooled it
–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

71 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  5. Producing Mobility, Withholding Authority: Epistemic Drain and Nursing Sovereignty in Nepal.Nursing philosophy : an international journal for healthcare professionals · 2026
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11 more citing papers are in PubMed but not listed here.

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

16 authors.

Patience Toyin-ThomasDepartment of Pediatrics, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Paul IkhurionanDepartment of Child Health, University of Benin Teaching Hospital, Benin City, Nigeria.
Efe E OmoyiboDepartment of Paediatrics, Federal Medical Centre, Asaba, Nigeria.
Chinelo IwegimFraser Health Authority, Surrey, British Columbia, Canada.
Avwebo O UkuekuDepartment of Obstetrics and Gynaecology, University of Port Harcourt Teaching Hospital, Port Harcourt, Nigeria.
Jermaine OkpereDepartment of Clinical Research, Alpha Research Clinic, Edmonton, Alberta, Canada.
Ukachi C NnawuiheDepartment of Clinical Services, Intercountry Centre for Oral Health for Africa, Jos, Nigeria.
Josephine AtatDepartment of Restorative Dentistry, University of Benin Teaching Hospital, Benin City, Nigeria.
Uwaila OtakhoigbogieDepartment of Oral Pathology and Oral Medicine, University of Nigeria, Enugu, Nigeria.
Efetobo Victor OrikpeteDepartment of Oral Pathology and Oral Biology, University of Port Harcourt, Choba, Nigeria.
Franca ErhiawarieDepartment of Pediatrics, Baylor College of Medicine, Houston, Texas, USA.
Emmanuel O GbejewohInternational Organization for Migration (IOM), Abuja, Nigeria.
Uyoyo OdoguDepartment of Preventive Dentistry, Lagos University Teaching Hospital, Lagos, Nigeria.
Itua C G AkhirevbuluDepartment of Surgery, Edo Specialist Hospital, Benin City, Nigeria.
Yakubu Kevin KwarshakDepartment of Surgery, Jos University Teaching Hospital, Jos, Nigeria.ORCID 0000-0002-0555-9220
Oghenebrume WaririVaccines and Immunity Theme, Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, Gambia oghenebrume.wariri@lshtm.ac.uk.ORCID 0000-0002-7432-8995

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe migration of healthcare workers (HWs) from low/middle-income countries (LMICs) is a pressing global health issue with implications for population-level health outcomes. We aimed to synthesise the drivers of HWs' out-migration, intention to migrate and non-migration from LMICs.

methodsWe searched Ovid MEDLINE, EMBASE, CINAHL, Global Health and Web of Science, as well as the reference lists of retrieved articles. We included studies (quantitative, qualitative or mixed-methods) on HWs' migration or intention to migrate, published in either English or French between 1 January 1970 and 31 August 2022. The retrieved titles were deduplicated in EndNote before being exported to Rayyan for independent screening by three reviewers.

resultsWe screened 21 593 unique records and included 107 studies. Of the included studies, 82 were single-country studies focusing on 26 countries, while the remaining 25 included data from multiple LMICs. Most of the articles focused on either doctors 64.5% (69 of 107) and/or nurses 54.2% (58 of 107). The UK (44.9% (48 of 107)) and the USA (42% (45 of 107)) were the top destination countries. The LMICs with the highest number of studies were South Africa (15.9% (17 of 107)), India (12.1% (13 of 107)) and the Philippines (6.5% (7 of 107)). The major drivers of migration were macro-level and meso-level factors. Remuneration (83.2%) and security problems (58.9%) were the key macro-level factors driving HWs' migration/intention to migrate. In comparison, career prospects (81.3%), good working environment (63.6%) and job satisfaction (57.9%) were the major meso-level drivers. These key drivers have remained relatively constant over the last five decades and did not differ among HWs who have migrated and those with intention to migrate or across geographical regions.

conclusionGrowing evidence suggests that the key drivers of HWs' migration or intention to migrate are similar across geographical regions in LMICs. Opportunities exist to build collaborations to develop and implement strategies to halt this pressing global health problem.

Indexed as

Emigration and ImmigrationHealth PersonnelPhysiciansDeveloping CountriesHumansIntentionhealth policyhealth systemspublic healthsystematic review

Identifiers

PMID37156560
PMCPMC10174016

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.