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Job preferences for healthcare administration students in China: A discrete choice experiment

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Listed:
  • Shimeng Liu
  • Shunping Li
  • Yujia Li
  • Haipeng Wang
  • Jingjing Zhao
  • Gang Chen

Abstract

Background: There is a deficiency of healthcare administrators in China as compared with other countries; furthermore, the distribution is unequal. To inform an effective policy intervention, it is crucial to understand healthcare administration students’ career decision-making. This study aims to investigate the undergraduate students’ stated preferences when choosing a job. Methods: A discrete choice experiment (DCE) was conducted among a population-based multistage sample of 668 final year undergraduate healthcare administration students during April to June 2017 in eight universities of China to elicit their job preferences. Attributes include location, monthly income, bianzhi (which refers to the established posts and can be loosely regarded as state administrative staffing), training and career development opportunity, working environment and workload. Conditional and mixed logit models were used to analyze the relative importance of job attributes. Results: All six attributes were statistically significant with the expected sign and demonstrated the existence of preference heterogeneity. Monthly income, workload and working environment were of most concern to healthcare administration students when deciding their future. Among the presented attributes bianzhi was of the least concern. Sub-group analysis showed that students who have an urban background and/or with higher annual family incomes were willing to pay more for working in the city. In addition, students from western and middle universities valued bianzhi higher than students from eastern universities. Conclusions: This is the first study focusing on the career decision-making of Chinese healthcare administration students at a critical career decision-making point. Both monetary and non-monetary interventions could be considered by policy-makers to attract students to work in health institutions, especially in rural and remote health institutions in China. There exists preference heterogeneity on healthcare administration students’ job preferences, which should also be taken into account in developing more effective policy incentive packages.

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  • Shimeng Liu & Shunping Li & Yujia Li & Haipeng Wang & Jingjing Zhao & Gang Chen, 2019. "Job preferences for healthcare administration students in China: A discrete choice experiment," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-19, January.
  • Handle: RePEc:plo:pone00:0211345
    DOI: 10.1371/journal.pone.0211345
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    References listed on IDEAS

    as
    1. Hensher, David A., 2012. "Accounting for scale heterogeneity within and between pooled data sources," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(3), pages 480-486.
    2. Emily Lancsar & Jordan Louviere, 2008. "Conducting Discrete Choice Experiments to Inform Healthcare Decision Making," PharmacoEconomics, Springer, vol. 26(8), pages 661-677, August.
    3. Esther Bekker-Grob & Bas Donkers & Marcel Jonker & Elly Stolk, 2015. "Sample Size Requirements for Discrete-Choice Experiments in Healthcare: a Practical Guide," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 8(5), pages 373-384, October.
    4. Arne Risa Hole, 2007. "A comparison of approaches to estimating confidence intervals for willingness to pay measures," Health Economics, John Wiley & Sons, Ltd., vol. 16(8), pages 827-840, August.
    5. Vujicic, Marko & Shengelia, Bakhuti & Alfano, Marco & Thu, Ha Bui, 2011. "Physician shortages in rural Vietnam: Using a labor market approach to inform policy," Social Science & Medicine, Elsevier, vol. 73(7), pages 970-977.
    6. 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.
    7. Arne Hole & Julie Kolstad, 2012. "Mixed logit estimation of willingness to pay distributions: a comparison of models in preference and WTP space using data from a health-related choice experiment," Empirical Economics, Springer, vol. 42(2), pages 445-469, April.
    8. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    9. Ferry Efendi & Ching-Min Chen & Nursalam Nursalam & Nurul Wachyu Fitriyah Andriyani & Anna Kurniati & Susan Alison Nancarrow, 2016. "How to attract health students to remote areas in Indonesia: a discrete choice experiment," International Journal of Health Planning and Management, Wiley Blackwell, vol. 31(4), pages 430-445, October.
    10. 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.
    11. Luis Huicho & J Jaime Miranda & Francisco Diez-Canseco & Claudia Lema & Andrés G Lescano & Mylene Lagarde & Duane Blaauw, 2012. "Job Preferences of Nurses and Midwives for Taking Up a Rural Job in Peru: A Discrete Choice Experiment," PLOS ONE, Public Library of Science, vol. 7(12), pages 1-9, December.
    12. Benjamin Salampessy & Jorien Veldwijk & A. Jantine Schuit & Karolien den Brekel-Dijkstra & Rabin Neslo & G. Ardine de Wit & Mattijs Lambooij, 2015. "The Predictive Value of Discrete Choice Experiments in Public Health: An Exploratory Application," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 8(6), pages 521-529, December.
    13. Marc-Francois Smitz & Sophie Witter & Christophe Lemiere & Patrick Hoang-Vu Eozenou & Tomas Lievens & Rashid U Zaman & Kay Engelhardt & Xiaohui Hou, 2016. "Understanding Health Workers’ Job Preferences to Improve Rural Retention in Timor-Leste: Findings from a Discrete Choice Experiment," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-14, November.
    14. Culyer, A. J. & Wagstaff, Adam, 1993. "Equity and equality in health and health care," Journal of Health Economics, Elsevier, vol. 12(4), pages 431-457, December.
    15. Jeff Bennett & Russell Blamey (ed.), 2001. "The Choice Modelling Approach to Environmental Valuation," Books, Edward Elgar Publishing, number 2028.
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    2. Shimeng Liu & Yingyao Chen & Shunping Li & Ningze Xu & Chengxiang Tang & Yan Wei, 2021. "What Are the Important Factors Influencing the Recruitment and Retention of Doctoral Students in a Public Health Setting? A Discrete Choice Experiment Survey in China," IJERPH, MDPI, vol. 18(18), pages 1-14, September.

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