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Cross-efficiency DEA model-based evaluation of allocative efficiency of rural information resources in Jiangsu Province, China

机译:基于交叉效率DEA模型的江苏省农村信息资源配置效率评价

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Purpose:This paper aims to compare and rank the allocative efficiency of information resources in rural areas by taking 13 rural areas in Jiangsu Province,China as the research sample.Design/methodology/approach:We designed input and output indicators for allocation of rural information resources and conducted the quantitative evaluation of allocative efficiency of rural information resources based on cross-efficiency model in combination with the classical CCR model in data envelopment analysis(DEA).Findings:Cross-efficiency DEA model can be used for our research with the objective to evaluate quantitatively and objectively whether the allocation of information resources in various rural areas is reasonable and whether the output is commensurate with the input.Research limitations:We have to give up using some indicators because of limited data availability.There is a need to further improve the cross-efficiency DEA model because it cannot identify the specific factors influencing the efficiency of decision-making units(DMUs).Practical implications:The evaluation results will help us understand the present allocative efficiency levels of information resources in various rural areas so as to provide a decisionmaking basis for formulation of the policies aimed at promoting the circulation of information resources in rural areas.Originality/value:Little or no research has been published about the allocative efficiency of rural information resources.The value of this research lies in its focus on studying rural informatization from the perspective of allocative efficiency of rural information resources and in the application of cross-efficiency DEA model to evaluate allocative efficiency of rural information resources as well.
机译:目的:以江苏省13个农村为研究样本,对农村信息资源的配置效率进行比较和排序。设计/方法/方法:设计了农村信息配置的投入产出指标。数据包络分析(DEA)中,基于交叉效率模型和经典CCR模型对农村信息资源的分配效率进行了定量评估。研究结果:交叉效率DEA模型可用于我们的目标研究定量,客观地评价各个农村地区信息资源的分配是否合理,产出与投入是否相称。研究局限性:由于数据的可获得性,我们不得不放弃一些指标。改进交叉效率DEA模型,因为它无法识别出影响DEA模型的特定因素实际意义:评估结果将有助于我们了解各个农村地区信息资源的当前配置效率水平,从而为制定旨在促进农村人口流动的政策提供决策依据。信息来源/价值:关于农村信息资源分配效率的研究很少或没有发表。本研究的价值在于着重从农村信息资源分配效率的角度研究农村信息化。交叉效率DEA模型在评估农村信息资源配置效率中的应用

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