• 한국철도학회:학술대회논문집
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• 한국철도학회 2010년도 춘계학술대회 논문집
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• pp.432-436
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• 2010

This paper investigates the productivity growth in Korean railway lines. The productivity growth is calculated by a process of measuring of pure efficiency change index(PECI), scale efficiency change index(SECI), and technical change index(TCI), using Data envelopment analysis (DEA) method. The data cover the period 1990~2007; 1990~2003 are the pre-structural reform years and the post-structural reform years are 2005~2007. The framework for the analysis is Malmquist Productivity Index (MPI) of the to investigate the impacts of structural reform on productivity growth, respectively. The inputs considered are the length of operating line, the number of staff, the number of coach and wagon, and the outputs are the trains movement of passenger and freight, and the traffic of passenger and freight.

• 재무관리연구
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• 제20권2호
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• pp.263-291
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• 2003

이 연구는 Generalized Malmquist 지수를 이용하여 1997년 외환위기 때부터 2001년까지 국내 생명보험산업의 생산성변화를 기술효율성, 규모효율성 및 기술진보의 변화로 구분하여 측정하였다. 생명보험 산업의 생산성은 외환위기에도 불구하고 매년 증가하였음을 확인하였으며, 기술진보와 규모효율성의 변화는 순수기술효율성의 하락을 상쇄하고 생산성향상에 기여하였으며, 특히 기술변화가 더 크게 생산성향상에 공헌하였음을 확인하였다. 이러한 생산성의 증가는 구조조정으로 기인한 것으로 보인다. 외환위기 이후에 효율성은 계속하여 하락하였으며, 이것은 선도 생명보험회사의 효율적 프론티어가 일반 생명보험화사의 생산성보다 더 크게 증가하였기 때문에 발생한 것으로 확인되었다. 낮은 효율성은 생산성의 증가에도 불구하고 경영개선에 의하여 생산성을 크게 증가시킬 수 있다는 것을 말해주고 있다.

• 한국산학기술학회논문지
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• 제12권1호
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• pp.125-137
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• 2011

본 연구에서는 1주기와 2 주기 모두 의료기관평가 대상이 된 병원의 Malmquist 지수를 구하고 지수변동의 원인을 분석하였다. 그 결과 평가대상이 된 병원의 Malmquist 방식에 의한 생산성 향상이 이루어졌음을 발견할 수 있었다. 의료기관평가점수와 생산성 변동과의 관계를 살펴본 결과 진료 및 운영체계 점수가 부문별성과 점수에 비해 높은 설명력을 가지고 있었다. 또한 생산성 향상이 큰 병원일수록 환산지수 하락 폭도 큰 것으로 나타났으며 이러한 결과는 병원의 종별, 그룹별, 지역별 모수 요인과도 독립적인 것으로 나타났다. 생산성 변동 폭이 큰 병원일수록 환산지수 하락 폭이 더 큰 것으로 나타나 수가계약의 한 요소로 생산성지표를 도입할 수 있는 가능성을 알 수 있었다. 이러한 결과는 정태적 효율성 보다는 다기간 생산성 변동을 반영한 환산지수 추정 모형과 지불제도 개편 시 다연도성과를 반영하는 메카니즘 개발이 검토되어야 한다는 점을 의미한다.

• 보건행정학회지
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• 제25권2호
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• pp.118-128
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• 2015

Background: We measured productivity changes of regional public hospitals using both global Malmquist productivity index-based on global production possibility set over all the periods-and the traditional Malmquist productivity index and analyzed the factors of productivity change. Methods: The data used in this study is two annual inputs and two annual outputs of 32 regional public hospitals in Korea from 2005 to 2009 and the results such as distances and Malmquist productivity index and global Malmquist productivity index are obtained by an R program written for this study. Results: The results can be summarized as follows. Firstly, technical efficiencies of regional public hospitals are affected largely by scale efficiency than pure technical efficiency. Second, productivity progressed and technological change has more significant influence on productivity advance over the period between 2005 and 2009. Third, the circularity problem of the traditional Malmquist index is confirmed, and so the global Malmquist index without this problem are valid for the analysis. Conclusion: Though this study also has some limitations with the data of regional public hospitals with a short time span, it is the first study of hospitals using global Malmquist productivity index and later it can be expanded to private hospitals and longer time periods.

• Journal of the Korean Data and Information Science Society
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• 제19권4호
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• pp.1449-1463
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• 2008

This paper considers three different models with two functional forms, Cobb-Douglas and Translog, for the stochastic frontier production function of food manufacturing industry of Bangladesh over the period 1981-1982 to 1999-2000. The models are proposed by Battese and Coelli (1992, 1995) and Huang and Liu (1994). The technical efficiency, total factor productivity, technological change and technical efficiency change have been estimated in the frontier models. The results indicate that 41.47%, 59.30% and 70.98% of the potential output are being realized in this sector. The mean increments in total factor productivity are approximately 2%, 9% and 4% respectively.

• Journal of Information Technology Applications and Management
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• 제27권1호
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• pp.1-13
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• 2020

This study aims to measure the efficiency and productivity change of 30 domestic construction companies from 2010 to 2018 using data envelopment analysis(DEA) and Malmquist productivity index (MI). In particular, we used the number of employees, capital stock, and non-current assets as input variables, and sales and net income as ouput variables for the analysis. The dataset used for the analysis of efficiency and productivity changes is the employee profile and financial statements for the companies from 2010 to 2018. We found that the MI of the 30 companies is greater than one since 2013. This is because many years of TEC (Technical Efficiency Change) is greater than 1, which means that the productivity index increases as the TEC increases. In addition, the MI value was less than 1, which lowered the productivity of construction firms in 2018. The results of the study may help decision makers to find effective future management plans by analyzing the internal and external factors.

• Journal of Forest and Environmental Science
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• 제28권2호
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• pp.106-117
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• 2012

In an effort to analyze the impact of climate change, Gangwon provincial forest was divided into three sectors; forest ecology, forest disaster, and forest productivity and analysis of their current status from 2000 to 2009 and vulnerability assessment by climate change has been carried in this study. In case of vulnerability assessment, except for the forest ecology, forest disaster (forest fires and forest pests) and forest productivity sectors were analyzed in current status, the year of 2020, and 2050. It turned out that vulnerability of forest fires in the field of disaster would become worse and forest pests also would make more impact even though there is some variation in different areas. In case of the vulnerability of forest productivity there would be not a big difference in the future compared with current vulnerability. Systematic research on the sensitivity index used for vulnerability assessment is necessary since vulnerability assessment result greatly depends on the use of climate exposure index and adaptive capacity index.

• 산업경영시스템학회지
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• 제5권7호
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• pp.1-7
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• 1982

This thesis deals with the method of Work Sampling to compare production activity due to change of productivity, workmen's productivity environment, nonproductivity of machine and plant when there is a process before and after change of work environments. So, this study takes $x^2$ - test to discover significant change of process, and obtains Proper observation number due to ratio difference-test over change of productivity before and after process change. Therefore, this thesis represent statistically effective results between two periods before and after process change.

• 기술혁신연구
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• 제11권2호
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• pp.151-173
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• 2003

This paper analyses the efficiency and productivity of R&D system across time (1991${\sim}$2000) and 16 OECD countries using multi-output and multi-input non-parametric frontier methods such as DEA (data envelopement analysis) and Malmquist productivity indexes. Malmquist productivity indexes are decomposed into two components measures, namely technical change and efficiency change. To calculate R&D efficiency and productivity, we used R&D stock and the number or researchers as R&D input proxies and the number of adjusted SCI papers and U.S. patent applications as R&D output proxies. Empirical result shows that Switzerland, Canada, U.S., Australia's R&D efficiencies are the highest and Korea's R&D productivity growth is the highest in the sample for the period. Technical efficiency growth was a more important source of productivity growth than technological innovation.

• 한국산학기술학회논문지
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• 제15권10호
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• pp.6066-6075
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• 2014

본 논문은 경제 인문사회연구회 소관 23개 정부출연연구기관의 2006년도부터 2010년도까지 생산성 변화를 분석하고 생산성 변화 관련 요인을 파악하여 정책적 시사점을 도출하기 위해 수행되었다. DEA Malmquist 생산성 지수를 통해 분석한 결과, 이 기간 중 연구기관의 평균 생산성은 6.5% 하락한 것으로 나타났다. 이를 효율성 변화와 기술변화로 나누어 본 결과, 효율성은 평균 4.7% 향상되었지만 기술변화율이 평균 10.8% 하락한 것으로 드러났다. 이 기간 중 정부출연연구기관의 구조조정과 경영합리화에 대한 외부 압력이 높았다는 점을 고려해 볼 때 추격효과로 해석되는 효율성 향상은 내부적 경영합리화의 긍정적 결과로 볼 수 있다. 그러나 기술변화율의 하락은 전체적인 생산성 저하에 영향을 주고 있어, 향후 급변하는 외부환경변화에 대응하여 핵심 연구인력 확충, 연구개발비 확대, 연구개발방식 변화 등 연구개발 기능 강화를 통한 기술진보를 도모해야 하는 정책적 시사점을 제공한다. 또한 개별 연구기관들도 생산성변화의 원인이 효율성변화인지 기술변화인지를 파악하여 내부 경영합리화 또는 연구개발 강화 등의 발전전략을 수립하여 생산성 제고를 위한 노력을 해야 한다.