ArticleSocial science & medicine (1982)2016
The use of specialty training to retain doctors in Malawi: A discrete choice experiment.
Article in Social science & medicine (1982), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Using Latent Class Analysis to Model Preference Heterogeneity in Health: A Systematic Review.PharmacoEconomics · 2018Pooled it
- Effectiveness of Smartphone-Based Community Case Management on the Urgent Referral, Reconsultation, and Hospitalization of Children Aged Under 5 Years in Malawi: Cluster-Randomized, Stepped-Wedge Trial.Journal of medical Internet research · 2021Trial
- Clinical efficacy of non-standard spine surgery implants in Malawi's challenging environment.BMC surgery · 2026Article
- How Were Return-of-Service Schemes Developed and Implemented in Botswana, Eswatini and Lesotho?Healthcare (Basel, Switzerland) · 2023Review
- Specialty preferences of studying-abroad medical students from low- and middle-income countries.BMC medical education · 2023Article
- Strategies to integrate physiotherapists into primary health care in South Africa.The South African journal of physiotherapy · 2023Article
- Utility of the Right to Health for Addressing Skilled Health Worker Shortages in Low- and Middle-Income Countries.International journal of health policy and management · 2022Article
- Discrete choice analysis of health worker job preferences in Ethiopia: Separating attribute non-attendance from taste heterogeneity.Health economics · 2022Article
- Optimizing the Practice Environment for Medical Staff in the Post-pandemic Era: A Discrete Choice Experiment.Frontiers in public health · 2022Article
- Stated job preferences of three health worker cadres in Ethiopia: a discrete choice experiment.Health policy and planning · 2021Article
- INTEREST IN FAMILY MEDICINE SPECIALIZATION AMONG MEDICAL UNDERGRADUATES OF THE UNIVERSITY OF IBADAN, NIGERIA.Annals of Ibadan postgraduate medicine · 2020Article
- For more than money: willingness of health professionals to stay in remote Senegal.Human resources for health · 2019Article
- Specialist training aspirations of junior doctors in Sierra Leone: a qualitative follow-up study.BMC medical education · 2018Article
- Article
- Specialty training for the retention of Malawian doctors: A cost-effectiveness analysis.Social science & medicine (1982) · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Emigration has contributed to a shortage of doctors in many sub-Saharan African countries. Specialty training is highly valued by doctors and a potential tool for retention. Yet not all types of training may be valued equally. In the first study to examine preferences for postgraduate training in depth, we carried out a discrete choice experiment as part of a cross-sectional survey of all Malawian doctors within seven years of graduation and not yet in specialty training. Over August 2012 to March 2013, 148 doctors took part out of 153 eligible in Malawi. Despite evidence that specialty training is highly sought after, Malawian junior doctors would not accept all types of training. Doctors preferred timely training outside of Malawi in core specialties (internal medicine, general surgery, paediatrics, obstetrics & gynaecology). Specialty preferences are particularly strong, with most junior doctors requiring nearly double their monthly salary to accept training all in Malawi and over six-fold to accept training in ophthalmology (representing a bundle of unpopular but priority specialties). In contrast, the location of work before training did not significantly influence most doctors' choices when guaranteed specialty training. Using a latent class model, we identified four subgroups of junior doctors with distinct preferences. Policy simulations showed that these preferences could be leveraged by policymakers to improve retention in exchange for guaranteed specialty training, however incentivising the uptake of training in priority specialties will only be effective in those with more flexible preferences. These results indicate that indiscriminate expansion of postgraduate training to slow emigration of doctors from sub-Saharan African countries may not be effective unless doctors' preferences are taken into account.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.