ArticlePloS one2013
Rural clinician scarcity and job preferences of doctors and nurses in India: a discrete choice experiment.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
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Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Discrete Choice Experiments in Health Economics: Past, Present and Future.PharmacoEconomics · 2019Pooled it
- Preferences of health professions learners: a scoping review of the use and role of DCEs in health professions education.Medical education online · 2026Article
- Making nursing a better place: a discrete choice experiment to elicit the job preferences of early-career nurses in England.BMJ open · 2026Article
- Scaling-up skilled health professionals in the rural Indian public health system: projections for 2030.BMC health services research · 2026Article
- Heterogeneity in job preferences among young physicians in Chinese tertiary hospitals: a discrete choice experiment.BMJ open · 2026Article
- Which antidiabetic drugs do patients of T2DM prefer in India and why? A discrete choice experiment.Journal of family medicine and primary care · 2024Article
- Human resource shortage in India's health sector: a scoping review of the current landscape.BMC public health · 2024Article
- Challenges faced by medical officers in providing healthcare services at upazila health complexes and district hospitals in Bangladesh - a qualitative study.The Lancet regional health. Southeast Asia · 2024Article
- Do different survey methods affect physicians' stated work preferences? Findings from a discrete choice experiment in Eastern China.Frontiers in sociology · 2024Article
- Retention of Doctors and Dentists to Serve in Remote Areas in Indonesia: A Discrete Choice Experiment.Journal of multidisciplinary healthcare · 2024Article
- The impacts of altruism levels on the job preferences of medical students: a cross-sectional study in China.BMC medical education · 2023Article
- What are the job attribute preferences of physicians and nurses in Türkiye? Evidence from a discrete choice experiment.Human resources for health · 2023Article
- Eliciting primary healthcare physicians' preferences for job characteristics in rural China: a discrete choice experiment.BMJ open · 2023Review
- A qualitative inquiry of rural-urban inequalities in the distribution and retention of healthcare workers in southern Nigeria.PloS one · 2022Article
- Measuring Family Planning Provider Bias: A Discrete Choice Experiment among Burkinabé, Pakistani, and Tanzanian Providers.Studies in family planning · 2021Article
- Development of a novel micro-bead force spectroscopy approach to measure the ability of a thermo-active polymer to remove bacteria from a corneal model.Scientific reports · 2021Article
- Job preferences of medical and nursing students seeking employment in rural China: a discrete choice experiment.BMC medical education · 2021Article
- Application of Discrete Choice Experiment in Health Care: A Bibliometric Analysis.Frontiers in public health · 2021Review
- Factors associated with increasing rural doctor supply in Asia-Pacific LMICs: a scoping review.Human resources for health · 2020Article
- Job preferences of undergraduate nursing students in eastern China: a discrete choice experiment.Human resources for health · 2019Article
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Authors and funding
6 authors.
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Abstract
The scarcity of rural doctors has undermined the ability of health systems in low and middle-income countries like India to provide quality services to rural populations. This study examines job preferences of doctors and nurses to inform what works in terms of rural recruitment strategies. Job acceptance of different strategies was compared to identify policy options for increasing the availability of clinical providers in rural areas. In 2010 a Discrete Choice Experiment was conducted in India. The study sample included final year medical and nursing students, and in-service doctors and nurses serving at Primary Health Centers. Eight job attributes were identified and a D-efficient fractional factorial design was used to construct pairs of job choices. Respondent acceptance of job choices was analyzed using multi-level logistic regression. Location mattered; jobs in areas offering urban amenities had a high likelihood of being accepted. Higher salary had small effect on doctor, but large effect on nurse, acceptance of rural jobs. At five times current salary levels, 13% (31%) of medical students (doctors) were willing to accept rural jobs. At half this level, 61% (52%) of nursing students (nurses) accepted a rural job. The strategy of reserving seats for specialist training in exchange for rural service had a large effect on job acceptance among doctors, nurses and nursing students. For doctors and nurses, properly staffed and equipped health facilities, and housing had small effects on job acceptance. Rural upbringing was not associated with rural job acceptance. Incentivizing doctors for rural service is expensive. A broader strategy of substantial salary increases with improved living, working environment, and education incentives is necessary. For both doctors and nurses, the usual strategies of moderate salary increases, good facility infrastructure, and housing will not be effective. Non-physician clinicians like nurse-practitioners offer an affordable alternative for delivering rural health care.
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