• Title/Summary/Keyword: CCR & BCC

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Analysis on the Relative Efficiency based on Data Envelopment Analysis for Colleges in South Korea - Focused on Evaluation of Basic Competency in College - (DEA분석을 기반으로 하는 한국 전문대학의 상대적 효율성 분석 -대학기본역량진단을 중심으로-)

  • Kim, Do-Jin;Lee, Yong-Gyoo
    • The Journal of the Korea Contents Association
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    • v.19 no.2
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    • pp.491-507
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    • 2019
  • The result of this study was to measure the relative efficiency of 133 colleges in south korea and to investigate the differences in the results of college basic competency evaluation. As a result of the study showed that the average difference of efficiency according to the background variables was no significant according to the scale, location, and college evaluation. but differences in the type of establishment were found to vary significantly in S.E model. In addition, it was analyzed that the efficiency of the college with limited funding for the efficiency distribution is highly distributed, which indicates that it is necessary to continuously improve the existing university methods and to assess whether they are being managed effectively. Finally, the limitations of this study are that it used only quantitative data and that additional indicators could result in different outcomes from the results of this study.

An Efficiency Analysis of Supply Chain Quality Management Using the Multi-stage DEA Model: Focused on the Domestic Defense Industry Companies (다단계 DEA 모형을 활용한 공급망 품질경영 효율성 분석: 국내 방산업체를 대상으로)

  • Jeon, Gyeryong;Yoo, Hanjoo
    • Journal of Korean Society for Quality Management
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    • v.47 no.1
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    • pp.163-186
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    • 2019
  • Purpose: The purpose of this study was to present a methodology for assessing the efficiency of supply chain quality management considering characteristics of defense industries to provide academic and policy implications for strengthening quality competitiveness of military supplies. Methods: Using the defense industry's empirical data, conduct an efficiency evaluation by utilizing a multi-stage DEA/Entropy Model for defense industries subject to the quality level survey of military goods manufacturers in 2017. Results: The results of this study are as follows; the first step of the multi-stage DEA model, Quality Management Performance Efficiency Analysis, shows that the CCR model and the BCC model are more efficient than the parent company. the second stage of the multi-stage DEA model showed that the CCR model was slightly more efficient than the parent company and the BCC model was more efficient than the parent.the overall efficiency value of the multistage DEA model, calculated by multipointing the efficiency value of the first stage by the second stage, was more efficient than the parent. Conclusion: The results of this study show that the efficiency of supply chian quality management performance and profitability in the defense industry can be analyzed for the first time using the multistage DEA/Entropy model to identify specific inefficiencies and support objective decision making.

Management Efficiency Analysis of Innovative Pharmaceutical Companies' Technological Innovation Activities (혁신형제약기업의 기술혁신활동에 대한 경영효율성 분석)

  • Lim, Hye Ryon;Min, Hyun-Ku
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.361-374
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    • 2021
  • The purpose of this study is to analyze the efficiency and productivity of technological innovation activities of companies certified as innovative pharmaceutical companies by the government to diagnose their competitiveness and derive measures to strengthen them. This study collected pharmaceutical input (R&D expenditures and number of employees) and output (sale, operating profit and patent) data between 2017 and 2019 for 38 innovative pharmaceutical companies. This study analyzed them using the data envelopment analysis (DEA) method, Tobit model and the Malmquist Productivity Index (MPI). First, the DEA result of the innovative pharmaceutical companies show that between the value of the CCR model of the scale efficiency and the value of the BCC model to diagnose the internal operation efficiency is differences. Second, efficiency does not differ between corporate characteristics. Third, Tobit model shows that number of patents held have positive effects on efficiency. Forth, overall MPI is 0.89. This can be interpreted as the rate of TECI decreased 3%p and TCI has increased 4%p. The results of this study can be used as decision-making data for response strategies to improve efficiency by identifying the cause of inefficiency and presenting target values.

Analysis of Industry-University Cooperation Performance of Universities Participating in LINC+ Program (사회맞춤형 산학협력 선도대학(LINC+) 육성사업 참여대학의 산학협력 성과 분석)

  • Hyewon Hwang;Taeyoung Kim;Seunghwan Oh;Jeonghwan Jeon
    • Journal of Technology Innovation
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    • v.31 no.1
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    • pp.175-213
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    • 2023
  • As the importance of industry-university cooperation continues to increase in a knowledge-based society, the government is implementing various projects related to industry-university cooperation. However, despite the government's support, it has not achieved satisfactory results, and the need for empirical performance analysis to diffuse the results of industry-university cooperation is increasing. In this study, DEA was used to analyze the Industry-University cooperation performance of universities participating in LINC+ program. Efficiency analysis was performed using the CCR model and the BCC model, and the return to scale and causes of inefficiency were analyzed through the scale efficiency analysis. As a result of the analysis, it was found that there were differences in LINC+ performance depending on the region where the university is located and that each university had different goals for inefficiency improvement. The results of this study will contribute to improving the university's operational efficiency and strengthening competitiveness, and are expected to be utilized in the establishment of follow-up program plans for LINC+.

Analyzing the Efficiency of Grain Handling Ports in Korea Using the Super-SBM Model (Super-SBM 모형을 이용한 국내 양곡전용부두 항만의 효율성 분석)

  • Min-Seop Sim;Chang-Hwan Lee;Yul-Seong Kim;Jung-Woo Nam
    • Journal of Navigation and Port Research
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    • v.48 no.4
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    • pp.294-302
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    • 2024
  • The risks in global grain markets have increased due to COVID-19, extreme weather, natural disasters, and the Russia-Ukraine conflict. Additionally, in Korea, the locations for grain manufacturing have shifted owing to various factors. Despite these environmental changes, grain handling ports in Korea are limited in their capacity to respond promptly, resulting in operational inefficiencies. This study clarified changes in grain throughput and analyzed the efficiency of grain handling ports using the Super-SBM model. It suggested that the ports in Pyeongtaek and Gunsan were the most efficient, based on CCR and BCC results in 2022. These findings could provide several insights related to port operating plans for port operators, managers, and developers.

An Analysis of Efficiency of Container Terminal Companies in Gwangyang, Busan and Incheon Port (컨테이너터미널 운영사별 효율성 분석)

  • Kim, Jae-Young;Chin, Hyung-In;Kim, Soo-Man
    • Journal of Korea Port Economic Association
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    • v.27 no.4
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    • pp.187-205
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    • 2011
  • In considering the size of container logistic flow of Korea, one-port as a hub port is desirable in Busan Port, but as development of Busan Port and Gwangyang Port began as two-ports, they are good as mega hub ports. In case when ports of other regions such as Incheon Port are additionally developed, it is very likely that they become feeder ports rather than mega hub ports. As capital area uses Incheon Port and Pyeongtaek Port for transportation, fierce competition arises due to excessive facilities of terminal companies and it is not easy to be profitable. Therefore, it is more profitable to develop regional hub ports centering on near-sea routes of Korea China Japan rather than local ports such as Incheon Port and Pyeongtaek Port for intensive trade and transportation in the capital area. To mitigate excessive competition between container terminal companies, we need administrative guidance to maintain adequacy through comparing tariffs between ports of Japan and China which are in competitive relations with Korean ports. This study analysed efficiency of container terminal companies in Gwangyang Port, Busan Port and Incheon Port using data for five years from 2006 to 2010. As analytical variables, length of quay, floor area of yard, the number of cranes and employees were analytical variables and a total freight volume was a productive factor.

Analysis of Management Efficiency for Abalone Seed Producer based on DEA Approach (DEA를 이용한 전복종자 생산업체의 경영효율성 분석)

  • Oh, Ye-Jin;Lee, Nam-Su;Kim, Dae-Young
    • The Journal of Fisheries Business Administration
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    • v.51 no.1
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    • pp.37-52
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    • 2020
  • The production of abalone seed has grown and been specialized since the 2000s with the growth of the abalone farming industry. Despite the increase in the production of abalone seeds, the sales volume of abalone seeds remained flat and competition among producers increased. This paper will analyze the management efficiency of abalone seed production fishery to diagnose the management status and improve the abalone seed production efficiency. In addition, this study is the result of the basic research on the abalone seed industry and it is meaningful to prepare a platform for further research since the management status survey and the management efficiency survey of abalone seed production fishery have not been conducted until now. The data on the farmed fish prices of abalone seeds were collected from surveys of sample fish as part of the fish seed observation project conducted by the Fisheries Outlook Center (FOC) of Korea Maritime and Fisheries Development Institute (KMI). Management efficiency analysis utilizes DEA (Data Envelopment Analysis) model. The DEA model was analyzed by classifying into CCR (Super-CCR), BCC, and SBM (Super-SBM) models according to the assumptions taking into account the characteristics of the industry. The slack considered in the SBM model was judged as possible decreases in input variables and increase in output variables. The average efficiency from the CCR model was analyzed to be 69%. The BCC model was classified into input and output orientations, and the average efficiency was 79% and 75%, respectively. There were seven production fisheries with an SE value of 1 or more, which remained unchanged in terms of size and could be benchmarked. The average efficiency of the SBM model was 59% for CRS and 66% for VRS. Under the VRS assumptions, the variable increase/decrease efficiency analysis shows that labor costs can be reduced by 37.3%, facility capacity by 18.8%, and operating costs by 8.5%. In order to improve management efficiency, Wando needs to reduce labor and management costs. In Jindo region, sales increase as well as labor cost reduction is urgent. In other regions, reduced facilities and increased sales are recommended.

A Brief Verification Study on the Normalization and Translation Invariant of Measurement Data for Seaport Efficiency : DEA Approach (항만효율성 측정 자료의 정규성과 변환 불변성 검증 소고 : DEA접근)

  • Park, Ro-Kyung;Park, Gil-Young
    • Journal of Korea Port Economic Association
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    • v.23 no.2
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    • pp.109-120
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    • 2007
  • The purpose of this paper is to verify the two problems(normalization for the different inputs and outputs data, translation invariant for the negative data) which will be occurred in measuring the seaport DEA(data envelopment analysis) efficiency. The main result is as follow: Normalization and translation invariant in the BCC model for measuring the seaport efficiency by using 26 Korean seaport data in 1995 with two inputs(berthing capacity, cargo handling capacity) and three outputs(import cargo throughput, export cargo throughput, number of ship calls) was verified. The main policy implication of this paper is that the port management authority should collect the more specific data and publish these data on the inputs and outputs in the seaports with consideration of negative(ex. accident numbers in each seaport) and positive value for analyzing the efficiency by the scholars, because normalization and translation invariant in the data was verified.

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Improve the Quality of Public Medical Centers for the Static, Dynamic Efficiency Analysis (공공의료기관의 품질향상을 위한 정태적.동태적 분석)

  • Moon, Jae-Young;Kim, Yong-Tea
    • Journal of Korean Society for Quality Management
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    • v.38 no.3
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    • pp.393-407
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    • 2010
  • The purpose of this study is to analysis relative efficiency and efficiency in process of time. Thus we use panel data of 34 local public medical centers between 2003 and 2005 to use DEA and Malmquist analysis. The result of our this study is as flow; first, The results of static efficiency of 34 local public medical centers show 10 CCR model and 23 BCC model which is difference of efficiency by economic of scale. Second, a cause of increased efficiency is not only change of technology but also change of efficiency to management system index show between 2003 and 2005 by Malmquist analysis and contracting-out is higher than direct management between 2004 and 2005. That means efficiency of local public medical centers is their own effort and innovation not government subsidies.

우리나라 물류기업의 경영성과 비교 분석에 관한 연구

  • Park, Heung-Geun;Ryu, Dong-Geun
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2018.05a
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    • pp.133-134
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    • 2018
  • 본 연구는 우리나라 물류기업의 경영 효율성 비교 분석을 통해 물류기업의 특성별 차이가 있는지 파악하였다. 분석방법은 효율성을 측정하는데 유용한 자료포락분석(DEA)의 CCR 및 BCC 모형을 이용했다. 투입변수는 종업원 수와 매출원가를 사용하였고, 산출변수는 매출, 영업이익과 당기순이익을 사용하였다. 분석자료는 2016년도 공시된 금융감독원 전자공시시스템의 자료를 활용했다. 분석결과 고효율성으로 나타난 물류기업의 수는 3자 물류기업이 많았으며, 효율성이 높은 2자 물류기업들은 우리나라 대기업의 물류 자회사로서 모기업 및 계열사들의 물량을 바탕으로 내부거래 비율이 높은 것으로 나타났다.

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