高级检索
宋莉, 杨青, 张伶俐, 成刚, 郭岩. 数据包络分析模型在艾滋病母婴传播评价中应用[J]. 中国公共卫生, 2010, 26(4): 442-443. DOI: 10.11847/zgggws2010-26-04-31
引用本文: 宋莉, 杨青, 张伶俐, 成刚, 郭岩. 数据包络分析模型在艾滋病母婴传播评价中应用[J]. 中国公共卫生, 2010, 26(4): 442-443. DOI: 10.11847/zgggws2010-26-04-31
SONG Li, YANG Qing, ZHANG Ling-li, . Evaluation on efficiency of HIV testing of PMTCT program in China[J]. Chinese Journal of Public Health, 2010, 26(4): 442-443. DOI: 10.11847/zgggws2010-26-04-31
Citation: SONG Li, YANG Qing, ZHANG Ling-li, . Evaluation on efficiency of HIV testing of PMTCT program in China[J]. Chinese Journal of Public Health, 2010, 26(4): 442-443. DOI: 10.11847/zgggws2010-26-04-31

数据包络分析模型在艾滋病母婴传播评价中应用

Evaluation on efficiency of HIV testing of PMTCT program in China

  • 摘要: 目的 以预防艾滋病母婴传播项目为例,探索数据包络分析方法在公共卫生项目技术效率评价中的应用.方法 采用包含不可控因素的数据包络分析(DEA)模型,以县为单位,测算85个项目县预防艾滋病母婴传播项目人类免疫缺陷病毒(HIV)检测工作的技术效率和规模效率.结果 85个预防艾滋病母婴传播项目县(HIV)检测工作的纯技术效率值平均为0.590,纯技术效率值为1的项目县共有11个,效率值最小为0.160,部分项目县属于技术效率较低的情况.85个项目县的规模效率值平均为0.884,规模效率值为1的项目县有6个,规模效率值最小为0.147,绝大多数项目县规模效率值>0.8.结论 包含不可控因素的DEA模型很好地解决了不可控因素对生产过程产生的影响及各决策单元(DMU)不可比的问题,消除了DEA在公共卫生应用领域的阻碍,可指导公共卫生项目管理尤其是绩效评价.

     

    Abstract: Objective To explore the theory and method of measuring the technical efficiency of public health programs based on data enve lopment analysis(D EA).Methods The technicale fficiency and scale efficiency of HIV testing of 85 preventing mother to child transmission(PM TCT)program counties were evaluated with a DEA model with nond iscretionary inputs.Results The mean pure technical efficiency of 85 program counties was 0.590.Eleven program counties were DEA efficient,and other program counties were DEA inefficient with the min mium efficiency score of 0.160.The mean efficiency scale of 85 program counties were 0.884.Six program counties are scale efficient,and most program counties had efficiency scores over 0.8.Conclusion The DEA model with nondiscre tionary inputs could successfully deals with the problem of non comparability and could be applied to evaluate the technical efficiency of public programs.The DEA results can provide useful information for program m anagement,especially for performance management.

     

/

返回文章
返回