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Assessing Medical Students’ Preferences for Rural Internships Using a Discrete Choice Experiment: A Case Study of Medical Students in a Public University in the Western Cape

Author

Listed:
  • Maria Jose

    (School of Public Health, Faculty of Health Sciences, University of Cape Town, Cape Town 7701, South Africa)

  • Amarech Obse

    (School of Public Health, Faculty of Health Sciences, University of Cape Town, Cape Town 7701, South Africa)

  • Mark Zuidgeest

    (Department of Civil Engineering, Centre for Transport Studies, University of Cape Town, Cape Town 7701, South Africa)

  • Olufunke Alaba

    (School of Public Health, Faculty of Health Sciences, University of Cape Town, Cape Town 7701, South Africa)

Abstract

As new graduates are crucial in providing healthcare services in rural areas, this study aimed to identify and describe the rural facility attributes that attract medical students to apply for rural internships. A literature review and focus groups informed a discrete choice experiment conducted amongst graduating medical students at one public university in South Africa. One main effect using a mixed logit model and another main effect plus interaction model was estimated. Females (130/66.33%) of urban origin (176/89.80%) with undergraduate exposure to rural facilities (110/56.12%) were the majority. The main effects only model showed advanced practical experience, hospital safety, correctly fitting personal protective equipment, and the availability of basic resources were the strongest predictors of rural internship uptake. Respondents were willing to forgo 66% of rural allowance (ZAR 2645.92, 95% CI: 1345.90; 3945.94) for a facility offering advanced practical experience. In contrast, increased rural allowance and housing provision were weak predictors of rural work uptake. Based on the interaction model, females and those not intending to specialise preferred hospital safety compared to advanced practical experience. To improve internship recruitment, rural facility managers should provide staff with supervision, safety, and protection from occupational exposure to contractible illnesses.

Suggested Citation

  • Maria Jose & Amarech Obse & Mark Zuidgeest & Olufunke Alaba, 2023. "Assessing Medical Students’ Preferences for Rural Internships Using a Discrete Choice Experiment: A Case Study of Medical Students in a Public University in the Western Cape," IJERPH, MDPI, vol. 20(20), pages 1-15, October.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:20:p:6913-:d:1258987
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    References listed on IDEAS

    as
    1. Julie Riise Kolstad, 2011. "How to make rural jobs more attractive to health workers. Findings from a discrete choice experiment in Tanzania," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 196-211, February.
    2. Esther W. de Bekker‐Grob & Mandy Ryan & Karen Gerard, 2012. "Discrete choice experiments in health economics: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 145-172, February.
    3. Ryuichi Ohta & Chiaki Sano, 2022. "Reflection in Rural Family Medicine Education," IJERPH, MDPI, vol. 19(9), pages 1-9, April.
    4. Barbara McPake & Anthony Scott & Ijeoma Edoka, 2014. "Analyzing Markets for Health Workers : Insights from Labor and Health Economics," World Bank Publications - Books, The World Bank Group, number 18780.
    5. Claire Ellen Seaman & Elyce Green & Kate Freire, 2022. "Effect of Rural Clinical Placements on Intention to Practice and Employment in Rural Australia: A Systematic Review," IJERPH, MDPI, vol. 19(9), pages 1-24, April.
    6. Catherine Cosgrave & Christina Malatzky & Judy Gillespie, 2019. "Social Determinants of Rural Health Workforce Retention: A Scoping Review," IJERPH, MDPI, vol. 16(3), pages 1-19, January.
    7. Mickael Bech & Trine Kjaer & Jørgen Lauridsen, 2011. "Does the number of choice sets matter? Results from a web survey applying a discrete choice experiment," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 273-286, March.
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