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1.
M.M. Segovia‐Gonzalez C. Dominguez I. Contreras 《International Transactions in Operational Research》2020,27(4):1845-1868
The aim of the present paper is to explore the efficiency of Spanish schools while simultaneously considering data envelopment analysis (DEA) and multivariate analysis. Test scores from the Program for International Assessment reports are used as outputs while the resources of each institution are considered as inputs to the analysis. The methodology utilized determines the DEA efficiencies under various input/output combinations and the results are interpreted through the application of factor analysis and property‐fitting techniques. The objective of the study is to identify the strengths and weaknesses of each type of school and the connections with the way in which the efficiency is obtained. In the light of the results, the study concludes that there exist differences related with two of the criteria considered: the type of management of the schools and the parental socioeconomic level of the students. However, no differences appear when the geographical location of the institutions is considered to characterize the entities. 相似文献
2.
The purpose of this study was to estimate the relative efficiency of 197 local municipalities in traffic safety in Israel during 2004–2009, using Data Envelopment Analysis (DEA). DEA efficiency is based on multiple inputs and multiple outputs, when their weights are unknown. We used here inputs reflecting the resources allocated to the local municipalities (such as funding), outputs include measures that reflect reductions in accidents (such as accidents per population), and intermediate variables known as safety performance indicators (SPI): measures that are theoretically linked to crash and injury reductions (such as use of safety belts). Some of the outputs are undesirable. Using DEA, the local municipalities were rank-scaled from the most efficient to the least efficient and required improvements for inefficient municipalities were calculated. We found that most of the improvements were required in two intermediate variables related to citations for traffic violations. Several DEA versions were used including a two-stage model where in the first stage the intermediate variables are the outputs, and in the second stage they are the inputs. Further analyses utilizing multiple regressions were performed to verify the effect of various demographic parameters on the efficiency of the municipalities. The demographic parameters tested for each local municipality were related to the size, age, and socio-economic level of the population. The most significant environmental variable affecting the efficiency of local municipalities in preventing road accidents is the population size of the local authority; the size has a negative effect on the efficiency. As far as we could determine, this is the first time that the DEA is used to measure the efficiency of local municipalities in improving traffic safety. 相似文献
3.
As haze intensifies in China, controlling haze emission has become the country's top priority for environmental protection. Because haze moves across different regions, it is necessary to develop a data envelopment analysis (DEA) model underpinned by both competition and cooperation to evaluate the haze emission efficiency in different provinces. This study innovatively adopts the spatial econometrics to construct the co-opetition matrices of Chinese provinces, then builds the co-opetition DEA model to evaluate the haze emission efficiency of them, and finally uses the haze data of 2015 as an example to assess the applicability of the model. The results of the study include the following: First, compared with the traditional CCR (A. Charnes & W. W. Cooper & E. Rhodes) model, this study constructs the co-opetition DEA cross-efficiency model that integrates haze's feature of cross-border moving; thus, it is more in line with the reality of haze emission and movement. Second, compared with the efficiency value gained from the CCR model, the haze emission efficiency values for Tianjin and Guangdong, two decision-making units, register greater variance when using the DEA model. The reason might lie in that they have a different spatial transportation relationship with their surrounding provinces. Third, the haze emission efficiency of provinces, according to the evaluation based on the co-opetition DEA method, varies greatly: Those with high efficiency are mostly inland provinces with slow economic growth and adverse climatic conditions, whereas many of the provinces with low efficiency are located in the relatively prosperous East China. The specific co-opetition DEA model constructed in this study enriches the research on the DEA model, which can be applied to the emission efficiency evaluation of similar pollutants around the world and can contribute empirical support to the haze reducing efforts of the government with its empirical results. 相似文献
4.
Agricultural culture is a productive activity about education and management.
It aims at high efficiency and high quality, uses technology as its means, and takes nature
as its carrier. Agricultural cultural resources are the product of the rapid development of
modern economy. It promotes the development of the national economy and profoundly
affects people's production and life. DEA model, also known as data envelope analysis
method, is an algorithm that uses multiple data decision units for input and output
training to obtain the final model. This article explains the concept and basic
characteristics of agricultural culture. Through questionnaire surveys and expert
interviews, we collected development data, screened human, material, and financial data,
and calculated information on economic and social resources. On this basis, this paper
establishes the evaluation index of agricultural culture based on DEA model. Then,
through empirical analysis from a specific perspective, it can be concluded that
increasing human, material and financial input can achieve economic and social benefits. Generally speaking, cultural investment can promote the development of the industry.
The research results of this paper laid a theoretical foundation for the development of
agricultural culture, and put forward a development model focusing on technology
development, improving investment efficiency, and investing in material resources. 相似文献
5.
本文使用DEA(数据包络分析)的方法,对现阶段我国煤炭企业集团公司的安全效率进行实证分析,力图发现企业发展中的成功与不足,供决策单位参考。 相似文献
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对于建筑业企业普遍存在技术创新效率低的问题,从创新效率评价的研究现状出发,运用数据包络分析法(DEA)对建筑业企业技术创新效率做出评价与分析。结果表明,建筑业企业创新综合效率偏低,不同类型企业创新效率差异较大,规模效率是导致创新综合效率偏低的主要因素;多数企业呈规模报酬递增态势,科研人员、企业内部技术创新经费投入过少是建筑业企业规模效率偏低的主要原因。并针对提高建筑业企业创新效率提出相应建议。 相似文献
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10.
基于DEA的地铁站拥挤踩踏风险分析 总被引:1,自引:0,他引:1
由于运营时间短、客流量大、管理体系不健全等原因,国内地铁运营过程中存在诸多安全隐患,因拥挤造成踩踏事故的安全风险尤为突出。本文采用数据包络分析(DEA),构建地铁站风险控制有效性分析与评价的DEA模型,对地铁站拥挤踩踏风险进行定量分析。结合武汉地铁线上10个地铁车站的实际数据,从技术效率、规模效率和综合效率三个方面分析了拥挤踩踏风险控制效率;在此基础上,通过确定各决策单元松弛变量调整值,明确为达到风险控制的有效性应采取的改进策略,并利用松弛变量调整值与目标值间的差异辨识主要影响因素。采用DEA方法对地铁站拥挤踩踏事故风险分析结果与现状基本相符,可为判断地铁车站拥挤踩踏风险分析及制定改进策略提供决策依据。 相似文献