ArticlePloS one2021
Employment preferences of healthcare workers in South Africa: Findings from a discrete choice experiment.
Article in PloS one, 2021. 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.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Evolving Landscape of Discrete Choice Experiments in Health Economics: A Systematic Review.PharmacoEconomics · 2025Pooled it
- Challenges and opportunities in achieving sustainable development goal 3 in KwaZulu-Natal: reflections from a research institute, South Africa.BMC public health · 2025Review
- Maternal Health Services in Rural South Africa: Challenges and Opportunities for Improvement.Maternal-fetal medicine (Wolters Kluwer Health, Inc.) · 2025Article
- Article
- Comparative differences in job preferences among doctors in different levels of public hospitals in Henan, China: a discrete choice experiment.Frontiers in psychology · 2025Article
- Article
- Prevalence of chronic conditions and multimorbidity among healthcare workers in Zimbabwe: Results from a screening intervention.PLOS global public health · 2024Article
- Nurses' job preferences for working in deprived areas in Tehran: a discrete choice experiment.Human resources for health · 2023Article
- The impacts of altruism levels on the job preferences of medical students: a cross-sectional study in China.BMC medical education · 2023Article
- Increasing the availability of health workers in rural sub-Saharan Africa: a scoping review of rural pipeline programmes.Human resources for health · 2023Article
- "They are gaining experience; we are gaining extra hands": a mixed methods study to assess healthcare worker perceptions of a novel strategy to strengthen human resources for HIV in South Africa.BMC health services research · 2023Article
- Patient satisfaction with chronic disease care and its associated factors in primary health care facilities in Johannesburg, South Africa.Frontiers in health services · 2023Article
- An Evaluation of Pre-Hospital Emergency Care Personnel Knowledge About Crisis Resource Management and Perspectives of Educators About Inclusion of Crisis Resource Management in the Pre-Hospital Emergency Care Curriculum.Advances in medical education and practice · 2022Article
- Decent Work in the South African Macroeconomy: Who are The Winners and Losers?Humanistic management journal · 2022Article
- Estimating the emergency care workforce in South Africa.African journal of primary health care & family medicine · 2021Article
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is a maldistribution of human resources for health globally, with many Lower- and Middle-Income Countries experiencing significant shortages. We examined healthcare workers' job preferences in South Africa to identify factors which potentially influence employment decisions. A discrete choice experiment was conducted among 855 South African healthcare workers critical to its national HIV testing and treatment programs. Job characteristics included workload, workplace culture, availability of equipment, training opportunities, sector and facility type, location, salary and benefits. Main effects analysis was conducted using fixed effects logistic regression. Interaction effects identified divergence in preferences. Heavy workload (OR = 0.78; 95% C.I. 0.74-0.83), poor workplace culture (odds ratio 0.66; 95% C.I. 0.62-0.69), insufficient availability of equipment (OR = 0.67; 95% C.I. 0.63-0.70) and infrequent training opportunities (OR = 0.75; 95% C.I. 0.71-0.80) had large, significant effects on worker preferences. An increase in salary of 20% (OR = 1.29; 95% C.I. 1.16-1.44) had a positive effect on preferences, while a salary decrease of 20% (OR = 0.55; 95% C.I. 0.49-0.60) had a strong negative effect. Benefits packages had large positive effects on preferences: respondents were twice as likely to choose a job that included medical aid, pension and housing contributions worth 40% of salary (OR = 2.06; 95% C.I. 1.87-2.26), holding all else constant. Although salary was important across all cadres, benefits packages had larger effects on job preferences than equivalent salary increases. Improving working conditions is critical to attracting and retaining appropriate health cadres responsible for the country's HIV services, especially in the public sector and underserved, often rural, communities. Crucially, our evidence suggests that factors amenable to improvement such as workplace conditions and remuneration packages have a greater influence on healthcare workers employment decisions than employment sector or location.
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