• 제목/요약/키워드: efficiency Analysis

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DEA모형에 의한 지역수협의 경영평가 (Management Evaluation on the Regional Fisheries Cooperatives using Data Envelopment Analysis Model)

  • 이강우
    • 수산경영론집
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    • 제42권2호
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    • pp.15-30
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    • 2011
  • This study is designed to measure the relative efficiency of regional fishery cooperatives based on Data Envelopment Analysis(DEA) methods. Selecting 40 regional fishery cooperatives in Busan as Decision Making Units (DMUs), the study uses their panel data from 2007 to 2008 to rank the relative efficiency of the DMUs. First, the efficiency score of the DMUs are calculated using CCR, SBM, and super-SMB model. Within the model, input variables are the number of employees and area of fishery cooperatives. Output variables are the amount of deposit money, loan and profit. Based on the efficiency scores calculated from super-SMB model, the efficiency ranking of the DMUs is determined. Second, the differences in average efficiency calculated from the three DEA models are tested using a pair-wise mean comparison test. The results based on the efficiency scores evaluated from super-SMB model show that seven out of the forty DMUs are efficient; among the efficient DMUs, the DMUs that can be benchmarked for inefficient DMUs through the frequency analysis of reference set being identified. Third, the differences in average efficiency of the three DEA models between 2007 and 2008 are tested using pair-wise mean comparison test and the study estimates the efficiency change of the DMUs between 2007 and 2008 using Malmquist productivity index(MPI). Finally, the paper suggests an improved composite DMU superior to the inefficient DMUs evaluated by Super-SBM model.

국산 참다래 골드 신품종 도입농가의 경영성과 및 경영효율성 분석 (A Study on Management Performance and Efficiency of New Domestic Kiwi Fruit 'Gold' Growers)

  • 박재형;채용우;박주섭
    • 농촌지도와개발
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    • 제23권2호
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    • pp.145-156
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    • 2016
  • The purpose of this study is to analyze the farms growing domestic kiwi fruit 'Gold' on their management performance and efficiency in order to reduce the risks involved with introducing new kind of crops for growing, and suggest improvements. First, the result of analysis showed that domestic kiwi fruit 'Gold' growers' income were higher than the average growers due to the fruit's high unit price and productivity. Second, the analysis of management efficiency resulted in scale efficiency having greater impact on inefficiency rather than pure technical efficiency. As for the analysis of technical efficiency, the depreciation costs of agricultural facilities had the greatest influence on its inefficiency. Third, inefficient farms put in excessive inputs across the board, while labor costs(self labor cost + hired labor cost) were the largest factor of optimal inputs according to the models of technical efficiency and pure technical efficiency. Fourth, because of greater reliance on mechanical tools from rising labor costs, there's a need for individual farms to avoid buying farming equipments and instead share the equipments of nearby farms and agricultural cooperatives, or start renting agricultural machines from companies.

Exergy analysis of R717 high-efficiency OTEC power cycle for the efficiency and pressure drop in main components

  • Yoon, Jung-In;Son, Chang-Hyo;Yang, Dong-Il;Kim, Hyeon-Uk;Kim, Hyeon-Ju;Lee, Ho-Saeng
    • 동력기계공학회지
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    • 제17권5호
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    • pp.52-57
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    • 2013
  • In this paper, an analysis on exergy efficiency of high-efficiency R717 OTEC power system for the efficiency and pressure drop in main components were investigated theoretically in order to optimize the design for the operating parameters of this system. The operating parameters considered in this study include turbine and pump efficiency, and pressure drop in a condenser and evaporator, respectively. As the turbine efficiency of R717 OTEC power system increases, the exergy efficiency of this system increases. But pressure drop in the evaporator of R717 OTEC power system increases, the exergy efficiency of this system decreases, respectively. And, in case of exergy efficiency of this OTEC system, the turbine efficiency and pressure drop in a condenser on R717 OTEC power system is the largest and the lowest among operation parameters, respectively.

농업용 보의 수차 발전기 효율 분석 (Efficiency Analysis for Water Turbine Generator of Agricultural Reservoir)

  • 김종겸
    • 전기학회논문지
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    • 제62권9호
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    • pp.1223-1227
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    • 2013
  • If the factory test efficiency and field operation efficiency of water turbine are different from each other, issues for efficiency warranty can be raised. So, This paper shows the result for comparative analysis of field operating efficiency vs plant testing efficiency of the water turbine generator installed in agricultural reservoir. The efficiency of the induction generator is analyzed by the change of rotational speed with the parameter obtained by test, the efficiency of water turbine is calculated by the change of head with the design flow. Efficiency deviation of induction generator is lower but the variation of developed power is pretty high near the rated speed and the efficiency variation of water turbine is high by the fluctuation of head for constant flow. It was found that factory test efficiency and total efficiency of water turbine generator calculated according to the rotational speed are very close.

연결망분석과 초효율성분석의 결합을 통한 효율성 순위 측정에 관한 고찰 (A Reviews on the Performance Evaluation Based on Network Analysis and Super-Efficiency Analysis)

  • 최경호;곽희종
    • 디지털융복합연구
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    • 제11권10호
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    • pp.255-262
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    • 2013
  • 자료포락분석(DEA)은 다수의 투입요소와 산출요소에 대하여 의사결정단위의 효율성을 측정하는 비모수적인 선형계획방법으로, 회사, 은행, 병원, 국가나 조직의 효율성이나 성과를 비교하는데 폭넓게 사용되고 있다. 그런데 DEA는 효율성이 1인 DMU들이 다수 있을 때 어느 DMU가 더 나은지에 대한 순위는 제공해 주지 않는다. 본 연구에서는 이런 문제를 기존의 방법에 비하여 손쉽게 해결할 수 있는 방법으로 질적(덴드로그램과 같은 graphical 접근법) 양적(초효율성 분석) 통합방법을 제안하고, 한국프로야구 자료를 이용하여 실증분석 해보았다. 그 결과 DEA를 통해서는 우선순위를 파악하기 어려운 DMU들이 12개나 되었는데, 초효율성 분석을 이용함으로써 이러한 문제를 해결할 수 있었다. 더불어 덴드로그램과 초효율성 분석 결과를 통합하여 질적 양적으로 조망해 봄으로써 더욱 심도 있는 해석이 가능함을 알 수 있었다.

Technical efficiency of the coastal composite fishery in Korea: a comparison of data envelopment analysis and stochastic frontier analysis

  • Kim, Do-Hoon;Seo, Ju-Nam;Lee, Sang-Go
    • 수산경영론집
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    • 제41권3호
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    • pp.45-58
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    • 2010
  • This study estimated the technical efficiency of coastal composite fishery in Korea by using the data envelopment analysis (DEA) and the stochastic frontier analysis (SFA) methods, and the results on the respective method were compared. In the DEA method, the constant returns to scale (CRS) and the variable returns to scale (VRS) output-oriented DEA models were separated and technical efficiencies were estimated, respectively. The average estimated value of technical efficiency by the SFA method (0.633) was found to be lower than that by the VRS-DEA method (0.738), while it was higher than that by the CRS-DEA method (0.479). It was found that strong correlation exists between the SFA method and the VRS-DEA method. The method which can utilize both methods in mutually complementing way for the estimation of technical efficiency was also considered.

An Analysis of Spatial Differences in the Efficiency of Regional Industrial Enterprises in China

  • Qingsong Pang;Yanan Sun;Sangwook Kim
    • 한국컴퓨터정보학회논문지
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    • 제29권1호
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    • pp.263-271
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    • 2024
  • 본 연구는 2011-2021년을 분서기간으로 중국의 공업기업의 효율성의 지역차이를 분석하고 있다. 효율성은 DEA-CCR 모형을 이용하고 있다. 효율성 분석의 투입변수는 자산총계, 연평균 취업자수를 이용하고 산출변수는 주요영업수입과 이윤총액을 이용하고 있다. 효율성의 지역차이는 Trend Surface 분석방법과 Gravity Center Model을 이용하고 있다. Gravity Center Model의 분석결과에 의하면 2011년의 중국 공업기업의 효율성의 Gravity Center는 112.303°E & 34.239°N이고 2021년은 111.753°E & 33.791°N이다. 이 결과는 2011-2021년 기간 동안 중국 공업기업의 효율성의 Gravity Center는 서남방향으로 이동하고 있다고 해석할 수 있다. Trend Surface 분석결과에 의하면 중국 공업기업의 효율성은 동서 방향과 남북 방향으로 공간차이가 존재하고 있다.

DEA-AR 모형을 활용한 건축사사무소의 효율성 비교분석 (Measuring Management Efficiency of Architectural Firms in Korea using DEA/AR Models)

  • 김성식;박정로;김주형;김재준
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2012년도 추계 학술논문 발표대회
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    • pp.125-126
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    • 2012
  • Domestic architect office from a period of high growth from the 1970s to the '80s has been established as some of the large corporations or publicly traded corporation. 1997 IMF has pointed out there is a lot of need for improvement activities in accordance with the construction recession since the 2008 global financial crisis. In order to address these causes, the company's continuous efficient operation for accurate efficiency and competitiveness analysis was required. Leverage financial ratio indicators Study Using Data Envelopment Analysis Data Envelopment Analysis (DEA) model, how to find a benchmark for the improvement of the efficiency of inefficient enterprises in various sectors being. In this study, a comparison of the conventional DEA model and the DEA-AR model is used to analyze the efficiency and domestic architect office is to improve the management efficiency.

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DEA와 맘퀴스트 생산성 지수를 활용한 OECD 국가간 의료서비스 효율성 분석 (Analyzing the National Medical Service Efficiency of OECD Countries Using DEA and Malmquist Productivity Index)

  • 김지혜;김해수;임빛나;윤장혁
    • 한국경영과학회지
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    • 제37권4호
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    • pp.125-138
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    • 2012
  • Health care that is considered to be one of the major factors for the quality of life is nowadays receiving a great deal of attention, and thus there is a growing need in Korea to identify the efficiency of national medical service and enhance the competitiveness. Although there exist studies on the medical service efficiency about general hospitals and local hospitals, they mostly deal with the efficiency problems from a domestic and regional perspective. In response, this paper analyzes the competitive efficiency of national medical service with respect to 16 OECD countries, by exploiting Data Envelopment Analysis (DEA) and Malmquist Productivity Index (MPI). Building on the DEA and MPI analysis results, this paper identifies the competitive position of Korean national medical service and suggests implications for the medical service improvement.

Cone-ratio DEA에 의한 우편집중국 효율성 분석 (Efficiency Analysis for Mail Centers Using Cone-Ratio DEA)

  • 이재설;고현우
    • 산업경영시스템학회지
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    • 제33권1호
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    • pp.10-16
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    • 2010
  • Mail centers are essential postal facilities that sort and dispatch postal items, and should be operated efficiently to provide customers high quality postal services. So the efficiency analysis of mail centers should be performed in order to induce better operation. But current performance evaluation system has 95 percent of predetermined and weighted non-quantitative indices. There is need to introduce objective efficiency measurement methodology. The main objectives of this study was to analyze the efficiency of 24 mail centers empirically using cone-ratio DEA and suggest the appropriate cone-ratio method. Consequently, this paper suggests that the cone-ratio DEA model integrating decision-maker's preferences is more desirable for efficiency analysis than that of using transformed data.