基于主成分分析法构建公立医院财务风险预警模型的研究

Based on principal component analysis (pca) to build public hospital financial risk early warning model research

目的分析基于主成分分析法构建公立医院财务风险预警模型的构建方法以及实施效果。方法收集本地区32所公立医院财务资料,其中19所使用基于主成分分析法构建公立医院财务风险预警模型进行财务预警,设置为观察组。另13所使用传统方法进行财务预警,设置为对照组。结果观察组财务风险评价准确度明显高于对照组,观察组财务风险的发生几率明显低于对照组。差异均显著(P<0.05)。结论基于主成分分析法构建公立医院财务风险预警模型能够准确判断医院财务情况,并对中的风险进行有效预警,有着较高使用价值。

Objective to analyze based on principal component analysis to construct public hospital building methods and effects of the financial risk early warning model. Methods 32 public hospitals in our region financial information collection,including 19 use based on principal component analysis to construct public hospital financial early-warning financial risk early warning model,is set to the group. The other 13 using traditional methods for financial early warning,is set to the control group. Results Observation group financial risk evaluation accuracy was significantly higher than the control group,the observation group financial risk occurrence probability was significantly lower than the control group. The differences were significantly( P< 0. 05). Conclusion is based on principal component analysis( pca) to build public hospital financial risk early warning model can accurately judge the hospital financial situation,and to effective early warning of the risk,has a higher use value.