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基于数据包络分析的广东高职院校投入产出效率评价研究 被引量:3

Study on Input-output Efficiency Evaluation of Higher Vocational Colleges in Guangdong Province Based on Data Envelopment Analysis
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摘要 文章使用数据包络模型评价广东省高职院校的经费投入产出效率。结果显示:综合效率有效的学校约占10%,另有约10%的学校处于效率最低等级。从地域上看,位于粤港澳大湾区的院校投入产出效率水平明显高于粤东西北地区院校,但其效率的波动率较大,显示一定程度的两极分化。从类别上看,综合类与理工类院校的效率高于行业背景院校,显示高职院校若在发展上片面求大求全并不会提高投入产出效率。文章对提高高职院校的经费运营水平提出了相应建议。 This article uses the data envelopment analysis model to evaluate the efficiency of funding input-output of higher vocational colleges in Guangdong Province.The results show that about 10%of colleges are effective in comprehensive efficiency,and about 10%of colleges are on the lowest level of efficiency.Geographically,the input-output efficiency level of colleges in the Greater Bay Area is significantly higher than that of colleges in the east,west and north regions of Guangdong,but their efficiency fluctuates greatly,showing a certain degree of polarization.From the perspective of category,the efficiency of comprehensive and science and engineering colleges is higher than that of industrial background colleges,which shows that higher vocational colleges seeking comprehensive development will not improve the efficiency of input-output.The article puts forward corresponding suggestions for improving the level of fund operation of higher vocational colleges.
作者 李爽 赵曦 LI Shuang;ZHAO Xi(Guangdong Polytechnic of Science and Technology,Zhuhai 519000,China)
出处 《职业技术》 2022年第4期7-13,共7页 Vocational Technology
基金 2020年广东科学技术职业学院科研项目“高等职业教育大数据分析与挖掘模型的研究与实践”(XJJS202006) 珠海市产学研合作项目“新一代智能机器人流程自动化(IPA)平台及应用”(ZH22017001200164PWC) 广东省教育厅2021年度广东高校科研项目“基于大数据的高等职业院校评价体系研究”(2021WTSCX166) 广东科学技术职业学院2021年智库项目(KY202110) 教育部行指委2021年度职业教育改革创新课题“基于大数据的高等职业教育质量评价体系研究与实践”(HBKC213015)
关键词 数据包络分析 投入产出效率 高职教育 data envelopment analysis efficiency of input-output higher vocational education
作者简介 李爽(1983—)。博士,讲师。主要研究方向:数学,机器学习,高职教育研究;通讯作者:赵曦(1979—)。硕士,副教授。主要研究方向:数据挖掘,教育学,高职教育研究。
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