Big dataPerformanceProductivityEfficiencyComposite indexTransportationThis paper proposes that data envelopment analysis (DEA) should be viewed as a method (or tool) for data-oriented analytics in performance evaluation and benchmarking. While computational algorithms have been developed to deal with large ...
Kao, C. (2014b). Network Data Envelopment Analysis with Fuzzy Data. In A. Emrouznejad & M. Tavana (Eds.), Performance Measurement with Fuzzy Data Envelopment Analysis (Vol. 309, pp. 191-206): Springer Berlin Heidelberg.Kao, C. (2014b), "Network data envelopment analysis with fuzzy ...
NETWORK DATA ENVELOPMENT ANALYSIS WITH COMMON WEIGHTS: AN APPLICATION TO THE SUSTAINABILITY MEASUREMENT OF OECD COUNTRIES Environmental Engineering & Management Journal (EEMJ)Wei-Chang YehHuang-Chu HuangCheng-Feng Hu
Data envelopment analysis (DEA) is a linear programming method for assessing the efficiency and productivity of organizational units called decision-making units (DMUs). We propose a new network DEA (NDEA) model for measuring the performance of agility in supply chains. The uncertainty of the input...
This paper utilized network data envelopment analysis to evaluate the overall and two substage efficiencies of China's healthcare system in each of its province after the implementation of the healthcare reform. Tobit regression was performed to analyze the factors that affect the overall efficiency ...
In contrast to conventional data envelopment analysis (DEA), where a system is considered as a "black-box", network DEA acknowledges its internal structure to generate more enlightening results. It goes without saying that putting network DEA in practice is natural- and progressively rarer as the...
This paper proposes a network Data Envelopment Analysis (DEA) framework for incorporating value-judgments in the form of production trade-offs, in order to, in detail, analyze the synchronized variations in the flows of production (input/output) factors among different divisions or sub-divisions. ...
In this paper, we adopt the network data envelopment analysis model in lieu of the multi-stage data envelopment analysis model to evaluate the operational efficiency of financial holding companies and their subsidiaries; the advantage of the network data envelopment analysis model is that it fully ca...
Table 1. Classification of the studies on network data envelopment analysis. ModelsBasic Two-stageGeneral Two-stageSeriesParallelMixedHierarchicalDynamic Independent Chilingerian and Sherman (2004) Abad et al. (2004) Adler et al. (2013) Ho and Oh (2008) Charnes et al. (1986) Lewis and Sexto...
Interchange method based on data envelopment analysis for finance forecasting; 运用基于数据包络分析的交互式预测方法进行财政预测 更多例句>> 4) data envelopment analysis (DEA) 数据包络分析 1. A new data envelopment analysis (DEA) model based on group decision making; 基于群决策的数据包络分析模型...