• Title/Summary/Keyword: Means-Efficiency

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Measuring the Efficiency in Korean Railway Transport using Data Envelopment Analysis (자료포락분석 기법을 이용한 우리나라 철도수송의 효율성 측정)

  • Kim, Hyun-Woong;Kook, Kwang-Ho;Moon, Dae-Seop;Lee, Jin-Sun
    • Journal of the Korean Society for Railway
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    • v.12 no.4
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    • pp.542-547
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    • 2009
  • The objective of this paper is to measure the relative technical efficiency of Korean railway transport service. Previous studies on the efficiency in Korean railway service have carried out before the structural reform of Korean railway industry in 2004, whereas this study used the latest data which reflected the impact of reform. We analyzed the efficiency in Korean railway transport by means of measuring the technical efficiencies of other countries, these were estimated with data envelopment analysis. Using data from 22 railway operators over the period $2000{\sim}2006$, the results indicate that the Korean railway transport has been operated efficiently as compared with others.

Performance Evaluation of Fixed-concentrated Photovoltaic/Thermal Hybrid Panel using Reflector (반사판을 이용한 고정식 집속형 태양광.열복합패널의 성능평가)

  • Seo, Yu-Jin;Huh, Chang-Su
    • Journal of the Korean Solar Energy Society
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    • v.25 no.4
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    • pp.85-92
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    • 2005
  • One of the most effective methods for utilizing solar energy is to combine thermal solar and optical energy simultaneously using a hybrid panel. Many systems using various kinds of photovoltaic panels have already been constructed. But utilizing solar energy by means of a hybrid panel with concentrator has not been to be attempted yet. Normally if sunlight is directed on the solar cell, and there is no increase in temperature, the absorption energy of each cell will increase per unit area. In a silicon solar cell. however, cell conversion efficiency decreases according to the increasing temperature. Therefore, to maintain cell conversion efficiency under normal condition, it is necessary to keep the cell at operating temperature. we design and make new hybrid panel with cooling system to prevent increasing of temperature on cell, collect effectively thermal energy. We compared performance of new hybrid panel with PV module and thermal panel. We also evaluated conversion efficiency, electric power and thermal capacity and confirmed cooling effect from thermal absorption efficiency.

Nexus among Bank Competition, Efficiency and Financial Stability: A Comprehensive Study in Bangladesh

  • RAHMAN, Syed Mohammad Khaled;CHOWDHURY, Mohammad Ashraful Ferdous;TANIA, Tasmina Chowdhury
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.2
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    • pp.317-328
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    • 2021
  • This study examines the impact of bank competition and efficiency in the financial stability of the banking sector in Bangladesh. The study used the Lerner index and the Boone indicator to represent the bank competition, while the non-performing loan (NPL) and Z-score are used to represent financial stability. The secondary data were collected from the annual reports of 28 DSE listed commercial banks of Bangladesh over the period from 2011 to 2018. Using a dynamic panel GMM model, the study found the Lerner index is significantly negatively related with Z-score, which means that higher bank competition results in higher bank stability. It is also seen that higher cost efficiency results in higher bank stability. The Lerner index has negative, but insignificant impact on NPL. Similarly, using the Boone indicator, this study found that lower competition increases NPL. In terms of the Z-score, the Boone indicator found that 1 unit of increment results in decrease of the Z-score by 6.15 units. The study suggests that, as more competition results in more financial soundness, the banking industry competition should be ensured by policymakers or regulators. Banks could enhance financial stability by cost control to achieve cost efficiency as well as by improving loan-to-asset ratio.

Research on Model to Diagnose Efficiency Reduction of Inverters using Multilayer Perceptron (다층 퍼셉트론을 이용한 인버터의 효율 감소 진단 모델에 관한 연구)

  • Jeong, Ha-Young;Hong, Seok-Hoon;Jeon, Jae-Sung;Lim, Su-Chang;Kim, Jong-Chan;Park, Chul-Young
    • Journal of Korea Multimedia Society
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    • v.25 no.10
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    • pp.1448-1456
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    • 2022
  • This paper studies a model to diagnose efficiency reduction of inverter using Multilayer Perceptron(MLP). In this study, two inverter data which started operation at different day was used. A Multilayer Perceptron model was made to predict photovoltaic power data of the latest inverter. As a result of the model's performance test, the Mean Absolute Percentage Error(MAPE) was 4.1034. The verified model was applied to one-year-old and two-year-old data after old inverter starting operation. The predictive power of one-year-old inverter was larger than the observed power by 724.9243 on average. And two-year-old inverter's predictive value was larger than the observed power by 836.4616 on average. The prediction error of two-year-old inverter rose 111.5572 on a year. This error is 0.4% of the total capacity. It was proved that the error is meaningful difference by t-test. The error is predicted value minus actual value. Which means that PV system actually generated less than prediction. Therefore, increasing error is decreasing conversion efficiency of inverter. Finally, conversion efficiency of the inverter decreased by 0.4% over a year using this model.

A Comparison of Self-Reported Fatigue and Fatigue-Regulating Behaviors of Rheumatoid Arthritic Patients and Normal Persons (류마티스관절염 환자와 정상인의 피로도 및 피로조절행위 비교)

  • Jung, Bok-Hee;Kim, Myung-Ae
    • Journal of muscle and joint health
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    • v.6 no.1
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    • pp.51-72
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    • 1999
  • The purpose of this study is to compar self-reported fatigue and fatigue-regulating behaviors of rheumatoid arthritic patients and normal persons. This study collected the data from 75 rheumatoid arthritic patents visited the departments of internal medicine or orthopedics of four general hospitals T-city and K-city by means of direct interview and questionnaires. in this study also collected data from 75 normal persons who had not been exposed to any other disease in T-city and K-city by means of direct interviews anti questionnaires which were conducted by two trained nurses. This experiment was conducted from August 1, 1998 to October 15, 1998. This study used both MAP(Multi-Dimentional Assessment of Fatigue) developed by Belza(1995) to measure fatigue and the measurement developed by Kwon, Young-Eun to investigate fatigue regulating behaviors. The collected materials were analyzed by means of descriptive statistics, t-test, and the ANCOVA according to the SPSS PC+ program. The findings are as follows : 1. There was the statistically significant difference(t =5.07, p=.000), between rheumatoid arthritic patients(32.76 points) and normal persons(25.81 points) in t-test comparison by group about fatigue. A fatigue degree of rheumatoid arthritic patient group was high in five kinds of lower realms such as common fatigue degree, fatigue severity to be experienced, distress due to fatigue, daily fatigue degree, and fatigue timing at the last week by dimension. 2. There was the significant difference in the number of fatigue-regulating behaviors between rheumatoid of fatigue arthritic patients(9.37 times) and normal persons (8.15 times), but there wasn't any significant difference in the efficiency between rheumatoid arthritic patients(2.85 points) and normal persons (2.78 points) This research suggests two kinds of things as follows : 1. It is necessary to develop an educational program for improving efficiency of fatigue-regulating behaviors as well as some nursing arbitration measures for reducing fatigue of rheumatoid arthritic patients. 2. It is necessary for the future studies to continuously grasp characteristics of fatigue by gender variable by selecting more rheumatoid arthritic male patients.

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Stratification Method Using κ-Spatial Medians Clustering (κ-공간중위 군집방법을 활용한 층화방법)

  • Son, Soon-Chul;Jhun, Myoung-Shic
    • The Korean Journal of Applied Statistics
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    • v.22 no.4
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    • pp.677-686
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    • 2009
  • Stratification of population is widely used to improve the efficiency of the estimation in a sample survey. However, it causes several problems when there are some variables containing outliers. To overcome these problems, Park and Yun (2008) proposed a rather subjective method, which finds outliers before $\kappa$-means clustering for stratification. In this study, we propose the $\kappa$-spatial medians clustering method which is more robust than $\kappa$-means clustering method and also does not need the process of finding outliers in advance. We investigate the characteristics of the proposed method through a case study used in Park and Yun (2008) and confirm the efficiency of the proposed method.

Evaluating The Validity of the Contents of the Separation of Prescribing and Dispensing roles Policy (의약분업 정책내용의 타당성 평가)

  • Lee, Sun-Hee;Jung, Sang-Hyuk;Lee, Hye-Jean;Koh, Kwang-Wook;Park, Si-Woon;Shin, Eui-Chul;Chung, Woo-Jin;Hwang, Jin-Mee
    • Korea Journal of Hospital Management
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    • v.8 no.4
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    • pp.121-148
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    • 2003
  • This study is designed to evaluate the contents of the separation of prescribing and dispensing roles(SPD) policy based on the theoretical backgrounds. The results are as follows; Considering the purpose of SPD policy, 'increasing the efficiency in manpower management by separating the role of medical doctor and pharmacist and improving the quality of SPD service through specialization of function' as a policy objective is valid and very important agenda in health care. But the objectives are not working well by no keeping the detail means to actualize it. Also, some policy objectives are unclear or inappropriate and it makes the focus of that policy obscure or misleads inadequate policy alternatives. In terms of means of policy, it is evaluated to have some limits in effectiveness, efficiency, equity, rationality, technical feasibility, economic feasibility, administrative feasibility, social and time feasibility. In conclusion, it's necessary to investigate the some problem mentioned in this paper with empirical evidence. Also, it should be needed to improve the validity of policy by correcting policy objectives and means in execution of policy.

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An Analysis of Technical Efficiency in the Korean RCC/RSC (RCC/RSC별 운영 효율성 분석)

  • Keum Jong-Soo;Jang Woon- Jae
    • Journal of Navigation and Port Research
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    • v.29 no.3 s.99
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    • pp.215-220
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    • 2005
  • This paper aim, to measure and evaluates the technical efficiency, pure technical efficiency and scale efficiency with two inputs and four outputs with the use of DEA(Data Envelopment Analysis) in Korean RCC(Rescue Co-ordination Center)/RSC(Rescue Sub-Center). Several conclusion emerge. first the average efficiency of overall technical efficiency measure about $91.03{\%}$ and pure technical efficiency $96.80{\%}$ is much large then scale efficiency $93.83{\%}$. It means that inefficiency has much more to do whit the inefficient utilization of resources rather then the scale of production. second, DRS(decreasing return to scale)is Tongyeong and IRS(increasing return to scale) is Incheon, Taean, Gunsan, Yeosu, Ulsan, Donghae in RCC/RSC finally, inefficiency RCC/RSC have to benchmarking with reference sets.

A Study on Measurement of National R&D Program Efficiency: How to integrate evaluators' recognition into measuring the efficiency? (국가연구개발사업의 평가위원 인식과 효율성 분석간 연계 방안에 관한 연구 - 원자력연구개발사업을 중심으로 -)

  • Kim, Tae-Hee;Lee, Min-Ho
    • Journal of Korea Technology Innovation Society
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    • v.13 no.1
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    • pp.184-203
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    • 2010
  • Based on the figure of Program's result, the measurement of National R&D Program efficiency cannot have reflected its characteristic. This study explores the way to integrate evaluators' recognition into program efficiency as a means of embodying its characteristic. As a way of integrating their recognition with evaluating efficiency, two methods are applied. One is AHP as for evaluators recognition and the other is DEA as for measuring efficiency. This study tries to show the effect of evaluators on program efficiency and compares the result with one which did not include their recognition. The study also implies that the recognition of evaluators should be considered when the program efficiency is measured. Furthermore, this study suggests that the participation and role of evaluators should be expanded into evaluation of program efficiency.

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Analysis on Factors of Management Efficiency for Bean Farm Households (콩 재배농가의 경영효율성에 영향을 주는 원인분석)

  • Kim, Mi-Ok;Lee, Sang-Lae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.2
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    • pp.265-271
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    • 2016
  • DEA is a typical method that allows measurements and evaluations of the efficiency. This study examined the management efficiency of bean farm households to suggest factors that influence the management efficiency. The results showed that a larger cultivation area has more positive effects on the scale efficiency of beans farm households. When summing up farmer's family labor, lease fee, hired labor cost, which are strongly related to the workforce, it reached up to 54.6%. This means that they all occupy more than half of the production cost and they show an increasing trend. Moreover, although the hired labor rate is higher, it has more positive influences on the gross efficiency, technical efficiency and scale efficiency. In addition, the results showed that environmentally-friendly agriculture decreases the efficiency.