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Research on Hospital Human Resource Allocation and Scheduling Based on Multi-objective Optimization Algorithm

  
24 mar 2025

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Li, L., & Fu, H. (2017). China’s health care system reform: Progress and prospects. The International journal of health planning and management, 32(3), 240-253. LiL. & FuH. (2017). China’s health care system reform: Progress and prospects. The International journal of health planning and management, 32(3), 240-253.Search in Google Scholar

Liu, G. G., Vortherms, S. A., & Hong, X. (2017). China’s health reform update. Annual review of public health, 38(1), 431-448. LiuG. G.VorthermsS. A. & HongX. (2017). China’s health reform update. Annual review of public health, 38(1), 431-448.Search in Google Scholar

Han, B., Chen, X., & Li, Q. (2018). Application of case mix index in the allocation of nursing human resources. Journal of nursing management, 26(6), 647-652. HanB.ChenX. & LiQ. (2018). Application of case mix index in the allocation of nursing human resources. Journal of nursing management, 26(6), 647-652.Search in Google Scholar

Bouajaja, S., & Dridi, N. (2017). A survey on human resource allocation problem and its applications. Operational Research, 17, 339-369. BouajajaS. & DridiN. (2017). A survey on human resource allocation problem and its applications. Operational Research, 17, 339-369.Search in Google Scholar

Su, W., Du, L., Fan, Y., & Wang, P. (2022). Equity and efficiency of public hospitals’ health resource allocation in Guangdong Province, China. International journal for equity in health, 21(1), 138. SuW.DuL.FanY. & WangP. (2022). Equity and efficiency of public hospitals’ health resource allocation in Guangdong Province, China. International journal for equity in health, 21(1), 138.Search in Google Scholar

Ordu, M., Demir, E., Tofallis, C., & Gunal, M. M. (2021). A novel healthcare resource allocation decision support tool: A forecasting-simulation-optimization approach. Journal of the operational research society, 72(3), 485-500. OrduM.DemirE.TofallisC. & GunalM. M. (2021). A novel healthcare resource allocation decision support tool: A forecasting-simulation-optimization approach. Journal of the operational research society, 72(3), 485-500.Search in Google Scholar

Liu, W., Zhao, S., Shi, L., Zhang, Z., Liu, X., Li, L. I., ... & Ni, X. (2018). Workplace violence, job satisfaction, burnout, perceived organisational support and their effects on turnover intention among Chinese nurses in tertiary hospitals: a cross-sectional study. BMJ open, 8(6), e019525. LiuW.ZhaoS.ShiL.ZhangZ.LiuX.LiL. I. ... & NiX. (2018). Workplace violence, job satisfaction, burnout, perceived organisational support and their effects on turnover intention among Chinese nurses in tertiary hospitals: a cross-sectional study. BMJ open, 8(6), e019525.Search in Google Scholar

Li, X., Krumholz, H. M., Yip, W., Cheng, K. K., De Maeseneer, J., Meng, Q., ... & Hu, S. (2020). Quality of primary health care in China: challenges and recommendations. The Lancet, 395(10239), 1802-1812. LiX.KrumholzH. M.YipW.ChengK. K.De MaeseneerJ.MengQ. ... & HuS. (2020). Quality of primary health care in China: challenges and recommendations. The Lancet, 395(10239), 1802-1812.Search in Google Scholar

Manyisa, Z. M., & van Aswegen, E. J. (2017). Factors affecting working conditions in public hospitals: A literature review. International journal of Africa nursing sciences, 6, 28-38. ManyisaZ. M. & van AswegenE. J. (2017). Factors affecting working conditions in public hospitals: A literature review. International journal of Africa nursing sciences, 6, 28-38.Search in Google Scholar

Zhang, T., Xu, Y., Ren, J., Sun, L., & Liu, C. (2017). Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. International journal for equity in health, 16, 1-8. ZhangT.XuY.RenJ.SunL. & LiuC. (2017). Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. International journal for equity in health, 16, 1-8.Search in Google Scholar

Bao, Y., Sun, Y., Meng, S., Shi, J., & Lu, L. (2020). 2019-nCoV epidemic: address mental health care to empower society. The lancet, 395(10224), e37-e38. BaoY.SunY.MengS.ShiJ. & LuL. (2020). 2019-nCoV epidemic: address mental health care to empower society. The lancet, 395(10224), e37-e38.Search in Google Scholar

Meng, Q., Mills, A., Wang, L., & Han, Q. (2019). What can we learn from China’s health system reform?. bmj, 365. MengQ.MillsA.WangL. & HanQ. (2019). What can we learn from China’s health system reform?. bmj, 365.Search in Google Scholar

Dong, E., Liu, S., Chen, M., Wang, H., Chen, L. W., Xu, T., ... & Zhang, L. (2020). Differences in regional distribution and inequality in health-resource allocation at hospital and primary health centre levels: a longitudinal study in Shanghai, China. BMJ open, 10(7), e035635. DongE.LiuS.ChenM.WangH.ChenL. W.XuT. ... & ZhangL. (2020). Differences in regional distribution and inequality in health-resource allocation at hospital and primary health centre levels: a longitudinal study in Shanghai, China. BMJ open, 10(7), e035635.Search in Google Scholar

Lazebnik, T. (2023). Data-driven hospitals staff and resources allocation using agent-based simulation and deep reinforcement learning. Engineering Applications of Artificial Intelligence, 126, 106783. LazebnikT. (2023). Data-driven hospitals staff and resources allocation using agent-based simulation and deep reinforcement learning. Engineering Applications of Artificial Intelligence, 126, 106783.Search in Google Scholar

Saha, E., & Rathore, P. (2022). Case mix-based resource allocation under uncertainty in hospitals: Physicians being the scarce resource. Computers & Industrial Engineering, 174, 108767. SahaE. & RathoreP. (2022). Case mix-based resource allocation under uncertainty in hospitals: Physicians being the scarce resource. Computers & Industrial Engineering, 174, 108767.Search in Google Scholar

Dong, E., Xu, J., Sun, X., Xu, T., Zhang, L., & Wang, T. (2021). Differences in regional distribution and inequality in health-resource allocation on institutions, beds, and workforce: a longitudinal study in China. Archives of Public Health, 79(1), 78. DongE.XuJ.SunX.XuT.ZhangL. & WangT. (2021). Differences in regional distribution and inequality in health-resource allocation on institutions, beds, and workforce: a longitudinal study in China. Archives of Public Health, 79(1), 78.Search in Google Scholar

YAO, P. T., YANG, N., MA, L., MA, Q. H., & XIE, N. (2022). Research on the equity and service capability of human resources allocation in departments of medical institutions based on diagnosis related groups. Chinese Journal of Antituberculosis, 44(4), 381. YAOP. T.YANGN.MAL.MAQ. H. & XIEN. (2022). Research on the equity and service capability of human resources allocation in departments of medical institutions based on diagnosis related groups. Chinese Journal of Antituberculosis, 44(4), 381.Search in Google Scholar

Tran, T. D., Van Nguyen, U., Nong, V. M., & Tran, B. X. (2017). Patient waiting time in the outpatient clinic at a central surgical hospital of Vietnam: Implications for resource allocation. F1000Research, 6. TranT. D.Van NguyenU.NongV. M. & TranB. X. (2017). Patient waiting time in the outpatient clinic at a central surgical hospital of Vietnam: Implications for resource allocation. F1000Research, 6.Search in Google Scholar

Qin, X., Huang, Y. N., Hu, Z., Chen, K., Li, L., Wang, R. S., & Wang, B. L. (2023). Human resource management research in healthcare: a big data bibliometric study. Human resources for health, 21(1), 94. QinX.HuangY. N.HuZ.ChenK.LiL.WangR. S. & WangB. L. (2023). Human resource management research in healthcare: a big data bibliometric study. Human resources for health, 21(1), 94.Search in Google Scholar

Ma, Y., Xiao, P., Yu, L., Ni, H., Huang, S., Wang, M., ... & Zhong, Z. (2023). The allocation and fairness of health human resources in Chinese maternal and child health care institutions: a nationwide longitudinal study. BMC Health Services Research, 23(1), 151. MaY.XiaoP.YuL.NiH.HuangS.WangM. ... & ZhongZ. (2023). The allocation and fairness of health human resources in Chinese maternal and child health care institutions: a nationwide longitudinal study. BMC Health Services Research, 23(1), 151.Search in Google Scholar

Marino, D., & Quattrone, G. (2019). A proposal for a new index to evaluate hospital resource allocation: The case of Italian NHS rationalisation. European research on management and business economics, 25(1), 23-29. MarinoD. & QuattroneG. (2019). A proposal for a new index to evaluate hospital resource allocation: The case of Italian NHS rationalisation. European research on management and business economics, 25(1), 23-29.Search in Google Scholar

Dai, G., Li, R., & Ma, S. (2022). Research on the equity of health resource allocation in TCM hospitals in China based on the Gini coefficient and agglomeration degree: 2009–2018. International journal for equity in health, 21(1), 145. DaiG.LiR. & MaS. (2022). Research on the equity of health resource allocation in TCM hospitals in China based on the Gini coefficient and agglomeration degree: 2009–2018. International journal for equity in health, 21(1), 145.Search in Google Scholar

Ni, H., Yuan, M., Wan, P., Xiang, Q., Hongling, D., Minghai, T., & Jian, L. (2024). The allocation and fairness of hospital pharmacist human resources in China: a time-series study. BMC Health Services Research, 24(1), 1-11. NiH.YuanM.WanP.XiangQ.HonglingD.MinghaiT. & JianL. (2024). The allocation and fairness of hospital pharmacist human resources in China: a time-series study. BMC Health Services Research, 24(1), 1-11.Search in Google Scholar

Iswanto, A. H. (2018). Hospital Economics: A Primer on Resource Allocation to Improve Productivity & Sustainability. Productivity Press. IswantoA. H. (2018). Hospital Economics: A Primer on Resource Allocation to Improve Productivity & Sustainability. Productivity Press.Search in Google Scholar

Hao, X., Han, L., Zheng, D., Jin, X., Li, C., Huang, L., & Huang, Z. (2023). Assessing resource allocation based on workload: a data envelopment analysis study on clinical departments in a class a tertiary public hospital in China. BMC Health Services Research, 23(1), 808. HaoX.HanL.ZhengD.JinX.LiC.HuangL. & HuangZ. (2023). Assessing resource allocation based on workload: a data envelopment analysis study on clinical departments in a class a tertiary public hospital in China. BMC Health Services Research, 23(1), 808.Search in Google Scholar

Saxena, A. K., Dixit, R. R., & Aman-Ullah, A. (2022). An LSTM Neural Network Approach to Resource Allocation in Hospital Management Systems. International Journal of Applied Health Care Analytics, 7(2), 1-12. SaxenaA. K.DixitR. R. & Aman-UllahA. (2022). An LSTM Neural Network Approach to Resource Allocation in Hospital Management Systems. International Journal of Applied Health Care Analytics, 7(2), 1-12.Search in Google Scholar

Apornak, A. (2021). Human resources allocation in the hospital emergency department during COVID-19 pandemic. International Journal of Healthcare Management, 14(1), 264-270. ApornakA. (2021). Human resources allocation in the hospital emergency department during COVID-19 pandemic. International Journal of Healthcare Management, 14(1), 264-270.Search in Google Scholar

Yang, Y., He, M., Yang, Y., Liu, Q., Liu, H., Chen, X., ... & Yang, J. (2023). Construction and application of a nursing human resource allocation model based on the case mix index. BMC nursing, 22(1), 466. YangY.HeM.YangY.LiuQ.LiuH.ChenX. ... & YangJ. (2023). Construction and application of a nursing human resource allocation model based on the case mix index. BMC nursing, 22(1), 466.Search in Google Scholar

Bodina, A., Pavan, A., & Castaldi, S. (2017). Resource allocation criteria in a hospital. Journal of Preventive Medicine and Hygiene, 58(2), E184. BodinaA.PavanA. & CastaldiS. (2017). Resource allocation criteria in a hospital. Journal of Preventive Medicine and Hygiene, 58(2), E184.Search in Google Scholar

Yousefi, M., & Yousefi, M. (2020). Human resource allocation in an emergency department: A metamodel-based simulation optimization. Kybernetes, 49(3), 779-796. YousefiM. & YousefiM. (2020). Human resource allocation in an emergency department: A metamodel-based simulation optimization. Kybernetes, 49(3), 779-796.Search in Google Scholar

Hafezalkotob, A., Fardi, K., Aickelin, U., Chaharbaghi, S., & Khorshidi, H. A. (2022). A cooperative robust human resource allocation problem for healthcare systems for disaster management. Computers & Industrial Engineering, 170, 108283. HafezalkotobA.FardiK.AickelinU.ChaharbaghiS. & KhorshidiH. A. (2022). A cooperative robust human resource allocation problem for healthcare systems for disaster management. Computers & Industrial Engineering, 170, 108283.Search in Google Scholar

Jiao, H., Li, J., Liu, L., & Zhao, H. (2023). Study on the Rationalization of Human Resources Allocation in Hospitals in the Post-Epidemic Era. Applied Mathematics and Nonlinear Sciences. JiaoH.LiJ.LiuL. & ZhaoH. (2023). Study on the Rationalization of Human Resources Allocation in Hospitals in the Post-Epidemic Era. Applied Mathematics and Nonlinear Sciences.Search in Google Scholar

Chen, P. S., Huang, W. T., Chiang, T. H., & Yu-Hsin Chen, G. (2020). Applying heuristic algorithms to solve inter-hospital hierarchical allocation and scheduling problems of medical staff. International Journal of computational intelligence systems, 13(1), 318-331. ChenP. S.HuangW. T.ChiangT. H. & Yu-Hsin ChenG. (2020). Applying heuristic algorithms to solve inter-hospital hierarchical allocation and scheduling problems of medical staff. International Journal of computational intelligence systems, 13(1), 318-331.Search in Google Scholar