Evidence map›Paper›PMID 33194989›Full record

ArticleFrontiers in public health2020

Training a Fit-For-Purpose Rural Health Workforce for Low- and Middle-Income Countries (LMICs): How Do Drivers and Enablers of Rural Practice Intention Differ Between Learners From LMICs and High Income Countries?

Karen Johnston, Monsie Guingona, Salwa Elsanousi, Jabu Mbokazi, Charlie Labarda, Fortunato L Cristobal, Shambhu Upadhyay, Abu-Bakr Othman, Torres Woolley, Balkrishna Acharya and 5 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

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

  1. Pooled it
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Review
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

15 authors.

Karen JohnstonAnton Breinl Research Centre of Health Systems Strengthening, College of Medicine and Dentistry, James Cook University, Douglas, QLD, Australia.
Monsie GuingonaAteneo de Zamboanga University School of Medicine, Zamboanga City, Philippines.
Salwa ElsanousiUniversity of Gezira Faculty of Medicine, Gezira, Sudan.
Jabu MbokaziSchool of Medicine, Walter Sisulu University, Mthatha, South Africa.
Charlie LabardaSchool of Health Sciences, University of the Philippines, Manila, Philippines.
Fortunato L CristobalAteneo de Zamboanga University School of Medicine, Zamboanga City, Philippines.
Shambhu UpadhyayPatan Academy of Health Sciences, Patan, Nepal.
Abu-Bakr OthmanUniversity of Gezira Faculty of Medicine, Gezira, Sudan.
Torres WoolleyAnton Breinl Research Centre of Health Systems Strengthening, College of Medicine and Dentistry, James Cook University, Douglas, QLD, Australia.
Balkrishna AcharyaPatan Academy of Health Sciences, Patan, Nepal.
John C HogenbirkCentre for Rural and Northern Health Research, Laurentian University, Sudbury, ON, Canada.
Sarangan KetheesanAnton Breinl Research Centre of Health Systems Strengthening, College of Medicine and Dentistry, James Cook University, Douglas, QLD, Australia.
Jonathan C CraigCollege of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.
Andre-Jacques NeusyTraining for Health Equity Network, New York, NY, United States.
Sarah LarkinsAnton Breinl Research Centre of Health Systems Strengthening, College of Medicine and Dentistry, James Cook University, Douglas, QLD, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Equity in health outcomes for rural and remote populations in low- and middle-income countries (LMICs) is limited by a range of socio-economic, cultural and environmental determinants of health. Health professional education that is sensitive to local population needs and that attends to all elements of the rural pathway is vital to increase the proportion of the health workforce that practices in underserved rural and remote areas. The Training for Health Equity Network (THEnet) is a community-of-practice of 13 health professional education institutions with a focus on delivering socially accountable education to produce a fit-for-purpose health workforce. The THEnet Graduate Outcome Study is an international prospective cohort study with more than 6,000 learners from nine health professional schools in seven countries (including four LMICs; the Philippines, Sudan, South Africa and Nepal). Surveys of learners are administered at entry to and exit from medical school, and at years 1, 4, 7, and 10 thereafter. The association of learners' intention to practice in rural and other underserved areas, and a range of individual and institutional level variables at two time points-entry to and exit from the medical program, are examined and compared between country income settings. These findings are then triangulated with a sociocultural exploration of the structural relationships between educational and health service delivery ministries in each setting, status of postgraduate training for primary care, and current policy settings. This analysis confirmed the association of rural background with intention to practice in rural areas at both entry and exit. Intention to work abroad was greater for learners at entry, with a significant shift to an intention to work in-country for learners with entry and exit data. Learners at exit were more likely to intend a career in generalist disciplines than those at entry however lack of health policy and unclear career pathways limits the effectiveness of educational strategies in LMICs. This multi-national study of learners from medical schools with a social accountability mandate confirms that it is possible to produce a health workforce with a strong intent to practice in rural areas through attention to all aspects of the rural pathway.

Indexed as

Developing CountriesRural Health ServicesDeveloped CountriesHealth WorkforceHumansIntentionNepalPhilippinesProspective StudiesSouth AfricaSudanbarriers and enablershuman resources for health (HRH)LMIC = low- and middle-income countriespractice intentionsrural medical practicerural practicerural practice intentionsocial accountability

Identifiers

PMID33194989
PMCPMC7604342

What OpenQuestion holds

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Registered trials

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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.