Wu Jih-Shong
College of General Education, Chihlee University of Technology, New Taipei, Taiwan.
Digit Health. 2023 Mar 12;9:20552076231162987. doi: 10.1177/20552076231162987. eCollection 2023 Jan-Dec.
The growth in global healthcare capacity has led to increased healthcare costs and a deterioration in the finances of universal health insurance. Hospitals must consider how to improve financial efficiency and service quality in order to survive and operate sustainably.
This study applies data envelopment analysis (DEA) and stochastic frontier analysis (SFA) to measure the financial efficiency of hospitals and to identify the factors and business strategies to improve profitability.
The findings and recommendations show that (1) the DEA and SFA methods are similar and have reference values; (2) financial efficiency should be improved by reducing medical costs; (3) the quality of medical staff should be improved and manpower reduced; and (4) information, computerisation, and human intelligence in healthcare and management should be enhanced.
In terms of practical applications, this study recommends the promotion of smart healthcare to improve the efficiency and quality of healthcare services, as well as the introduction of artificial intelligence and big data analysis to optimise the use of healthcare manpower. Electronic medical records can be used to reduce the wastage of resources and labour costs, a medication management system can be established, and changes to the procurement system can be made to reduce inventory and improve the efficiency of medical equipment use. It is hoped that this study will provide reference materials and applications for healthcare organisations to improve their operational efficiency and strategies.
全球医疗保健能力的增长导致医疗保健成本增加,全民健康保险的财政状况恶化。医院必须考虑如何提高财务效率和服务质量,以便生存并实现可持续运营。
本研究应用数据包络分析(DEA)和随机前沿分析(SFA)来衡量医院的财务效率,并确定提高盈利能力的因素和经营策略。
研究结果和建议表明:(1)DEA和SFA方法相似且具有参考价值;(2)应通过降低医疗成本来提高财务效率;(3)应提高医务人员素质并减少人力;(4)应加强医疗保健和管理中的信息、计算机化及人工智能应用。
在实际应用方面,本研究建议推广智能医疗保健以提高医疗服务的效率和质量,引入人工智能和大数据分析以优化医疗人力的使用。可利用电子病历减少资源浪费和劳动力成本,建立药物管理系统,并对采购系统进行变革以减少库存并提高医疗设备使用效率。希望本研究能为医疗保健组织提高运营效率和策略提供参考资料及应用范例。