• 제목/요약/키워드: Productive Efficiency Analysis

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Topic Modeling of Korean Newspaper Articles on Aging via Latent Dirichlet Allocation

  • Lee, So Chung
    • Asian Journal for Public Opinion Research
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    • 제10권1호
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    • pp.4-22
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    • 2022
  • The purpose of this study is to explore the structure of social discourse on aging in Korea by analyzing newspaper articles on aging. The analysis is composed of three steps: first, data collection and preprocessing; second, identifying the latent topics; and third, observing yearly dynamics of topics. In total, 1,472 newspaper articles that included the word "aging" within the title were collected from 10 major newspapers between 2006 and 2019. The underlying topic structure was analyzed using Latent Dirichlet Allocation (LDA), a topic modeling method widely adopted by text mining academics and researchers. Seven latent topics were generated from the LDA model, defined as social issues, death, private insurance, economic growth, national debt, labor market innovation, and income security. The topic loadings demonstrated a clear increase in public interest on topics such as national debt and labor market innovation in recent years. This study concludes that media discourse on aging has shifted towards more productivity and efficiency related issues, requiring older people to be productive citizens. Such subjectivation connotes a decreased role of the government and society by shifting the responsibility to individuals not being able to adapt successfully as productive citizens within the labor market.

지방정부의 재정지출과 도시 정주 환경과의 상대적 효율성 분석 (A Study on the Relative Efficiency of Local Government' s Fiscal Expenditure and Urban Settlement Environment)

  • 김태완;오민정
    • 산업경영시스템학회지
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    • 제43권3호
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    • pp.204-215
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    • 2020
  • Efforts on the continued increase of local government's fiscal spending related to improving the residential environment are desirable to counter the declining phenomenon of urban decline. At the same time, however, it is also important to know how to operate limited finances more efficiently to improve the residential environment. This study aims to contribute to the rational allocation of fiscal expenditure and the creation of productive results for the improvement of the settlement environment. To this end, this study analyzed the efficiency of financial expenditure related to the improvement of the residential environment in 225 local governments nationwide. The relationship between financial expenditure and residential environmental performance was also measured and the CCR, BCC and SBM models were used to measure efficiency. The analysis showed that most local governments need to scale back their fiscal spending related to improving the government environment. In addition, it was required to prepare feasible spending plans by bench-marking the processes of residential environment improvement projects in areas such as Haman-gun, Jongno-gu, Seoul, and Seocho-gu, which are considered to be under efficient operation.

자료포락분석을 이용한 보건사업의 효율성 평가 -경상남도 보건소를 중심으로- (An Efficiency Evaluation of Public Health Center by Data Envelopment Analysis -Focused on Public Health Centers of Gyeongnam Province-)

  • 양종현;장동민
    • 한국산학기술학회논문지
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    • 제11권6호
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    • pp.2129-2137
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    • 2010
  • 본 연구는 경상남도 20개 보건소의 효율성을 평가하고, 비효율 보건소의 개선 목표치를 제시함으로써 효율성 제고에 실질적인 도움을 주고자 하였다. 효율성 평가방법으로는 자료포락분석(Data Envelopment Analysis: DEA)의 CCR, BCC 모형을 이용하여 보건소의 전체적 효율성과 사업 영역별 효율성을 평가하였다. 이를 위하여 투입변수로는 인력(의료직, 간호직, 보건직, 사무직)을 선정하였고 산출변수로는 보건소 사업(진료, 보건교육, 구강보건, 예방접종, 노인보건, 모자보건)을 선정하였다. 본 연구 결과는 기술효율성(TE) 평균은 0.868이었으며, 12개(60%) 보건소가 효율적으로 나타났다. 순수기술효율성(PTE)의 평균은 0.924이었으며, 14개(70%) 보건소가 효율적인 것으로 나타났다. 그리고 규모의 효율성(SE)의 평균은 0.933이었으며, 12개(60%)가 효율적인 것으로 나타났다. 위 연구결과를 토대로 보건사업의 체계적인 기획, 수행 및 평가를 통해 보건소가 효율적으로 운영되고 지역민에게는 최상의 의료서비스를 제공하기 위한 노력이 필요하다.

DEA 모형을 이용한 TV홈쇼핑기업의 상대적 효율성 연구 (Efficiency Analysis for TV Home Shopping Companies Using DEA(Data Envelopment Analysis))

  • 김순홍;안영효;오승철
    • 유통과학연구
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    • 제12권8호
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    • pp.5-15
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    • 2014
  • Purpose - The method of TV home shopping is a kind of retail method that provides the viewer with information about products and, further, sells the products to consumers through the media of television. The domestic home-shopping industry has been expanding since 1995, and there are six companies in this arena as of 2012. In this study, we evaluate the management efficiency of TV home-shopping companies and provide suggestions for improving efficiency, using the DEA (data envelopment analysis) model. Hence, we expect to contribute to the progress of the companies' efficiency and the development of the TV home-shopping industry, where deepening competition is inevitable because it is experiencing the maturing market stage in its life cycle. Research design, data, and methodology - Efficiency is the ratio of the quantity of input to the quantity of output of a product or service. It is necessary to estimate aggregate inputs and aggregate outputs, which are calculated by applying a weighting to a number of input and output factors, to measure the efficiency. The DEA model is divided into the CCR model and the BCC model. The CCR model is a basic model that assumed constant returns to scale (CRS), and the BCC model extends the CCR model to accommodate technologies exhibiting variable returns to scale (VRS), and concerns only the technical efficiency without considering the efficiency of returns to scale. In this study, we consider six companies each year from 2008 to 2012 as a DMU (Decision Making Unit) and analyze the differences in efficiency for each company in each year. Furthermore, we evaluate the operating characteristics of TV home-shopping companies, using three models, in accordance with the overall performance, profitability, and marketability of the business. Results - The result of the analysis, using DEA models, shows that Hyundai Home Shopping (2009, 2010, 2011), GS Home Shopping (2011), NS Home Shopping (2011) and CJ O Shopping (2012) possess MPSS (most productive scale size), with a score 1.0 in CCR, BCC, and scale efficiency. Particularly, Hyundai Home Shopping is shown to be the most efficient in terms of overall business performance, marketability, and profitability. The overall efficiency of the home shopping industry has displayed an increasing trend since 2008, even though it decreased marginally in 2012; further, we can observe that home shopping companies operate with increasing efficiency with the passage of time. Conclusions - Home shopping companies have focused on market expansion rather than profits, as they displayed better efficiency in marketability than increase in profitability during the period 2008-2012. In addition, the main reason for the increased efficiency in the home shopping industry is the market expansion through the revenue increase of each home shopping company. This study can be used as a reference when home shopping companies attempt to devise future strategies, as it suggests efficiency benchmarks and development levels for each home shopping company.

지방공사의료원과 민간 종합병원 간의 투자효율 및 경영성과 비교 (Comparison between Korean Regional Public Hospitals and Private non-profit General Hospitals for Investment Efficiency and Management Performance)

  • 하오현
    • 한국산학기술학회논문지
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    • 제18권1호
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    • pp.523-529
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    • 2017
  • 본 연구는 종합병원으로 운영되고 있는 지방공사의료원들과 민간 비영리법인 종합병원들 간의 자본과 인력의 활용도와 경영성과를 비교하여, 지방의료원들이 재정자립을 위한 효율적이고 합리적인 생산성 제고방안을 모색하고자 하는데 목적이 있다. 분석자료는 2011년부터 2014년까지의 지방공사의료원과 민간 비영리법인 종합병원의 투자효율 산출을 위한 세부계정과목이 구분된 결산자료로, 투자효율 및 경영성과 지표는 총자본 투자효율, 생산활동에 투자된 유형고정자산 투자효율, 인건비 투자효율, 부가가치생산성, 사업수익 이익률을 비교 분석하였다. 분석 결과, 투자효율인 총자본 투자효율, 생산활동에 투자된 유형고정자산 투자효율, 인건비 투자효율은 민간 비영리법인 종합병원이 지방공사의료원보다 유의하게 높았는데 특히 생산활동에 투자된 유형고정자산 투자효율의 차이가 매우 컸다. 그리고 경영성과에서는 지방공사의료원이 민간 비영리법인 종합병원에 비해 사업수익 부가가치율은 높은 반면에 사업수익 이익률은 유의하게 낮았다. 또한 투자효율과 부가가치생산성이 사업수익 이익률에 미치는 영향을 살펴본 결과, 지방공사의료원은 생산활동 유형고정자산 투자효율과 인건비 투자효율, 민간 비영리법인 종합병원은 인건비 투자효율이 유의하게 영향을 미쳤으며, 인건비 투자효율의 영향이 가장 컸다. 따라서 지방공사의료원들이 자립경영을 위한 생산성 제고방안으로 수익발생과 관련된 자산의 활용도, 그리고 인건비와 관련하여 인력의 활용도와 적정성에 대한 검토의 필요성이 제기된다.

그래픽 인터페이스를 통한 조류계산 설계 (The Architecture of Load Flow under Graphic Interface)

  • 황인준;김건중;김규왕;신만철;오성균
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 하계학술대회 논문집 A
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    • pp.126-128
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    • 2004
  • In these days, our social infra which are computer and internet has been developed and our community has been digitalized with a large quantity information that can be sharable or productive. So we can say that older knowledge organization based on the man power is changing with automatical and intellectual aspect. Thus we have to apply this movement to get the high efficiency and the competitive power in the organization and to take the voluntaries attitude of operator with real time inputting or fast calculating speed. Beside most of developed countries are owned their power system analysis software. Like kind of this facts can affect for national reliance. So in this paper we propose that the suggestion for both field power system and IT how these can be cooperated. The note that this paper is came from the project which name is Graphics Power Flow analysis.

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진동가속도센서를 이용한 Reduction Gear Box Noise 검출시스템 개발 (A Development of Noise Detection System Utilizing the Vibrating Accelerative Sensor for the Reduction Gear Box)

  • 천종필;편영식
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2009년도 춘계학술대회 논문집
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    • pp.274-279
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    • 2009
  • Reduction Gear Box where from productive site uses the gear with power delivery with high mechanical efficiency of power a deceleration and as the mechanical element union product which has the velocity ratio which is various together is produced with the power occurrence motor and leads gets a high driving force is plentifully used. The above occurs from gear drive issue sound Whine, Noise and Vibration as occurring from the rim process which the gear will bite mainly is delivered with the case etc. gear drive whole which leads the axis and the bearing. The productivity falls with the going straight rate decrease which with like this problem point is caused by with rework the problem point where the cost of production rises under improving boil many kinds analyzed the plan and investigates the resultant acceleration sensor which and a frequency analysis system and was made to apply.

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건축공사의 공정관리를 위한 타워크레인 양중 효율성 분석 (Efficiency Analysis of Tower Crane Lifting Work for Project Management of Construction)

  • 배정현;김기혁;이동훈
    • 한국건설안전학회 논문집
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    • 제2권2호
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    • pp.63-69
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    • 2019
  • 현재 빌딩 건설 프로젝트의 규모가 점점 더 커지고 있다. 이에 따라 다른 양중 장비보다 생산성이 높은 타워크레인 사용이 지속적인 증가하고 있는 추세이다. 그러나 무거운 물건을 운반하는 장비는 임대료가 비싸고 비효율적으로 운영되고 있으며 양중 작업의 생산성 및 효율성이 저하된다는 문제가 있는 것으로 분석되었다. 따라서 본 연구에서는 우선 현장에서 비효율적으로 운영되는 타워크레인을 조사한 후 타워크레인 작업에 영향을 미치는 항목들에 대한 점검 목록을 작성했다. 그 후 현장 방문을 통해 타워 크레인 점검표를 종합적인 데이터 가치로 도출했다.

4P Model for Strategic Research Planning: Focusing on the Cases of Korea Research Institute of Chemical Technology

  • Choi, Kyungsun;Choe, Hochull;Ko, Youngjoo
    • Asian Journal of Innovation and Policy
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    • 제7권2호
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    • pp.287-309
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    • 2018
  • The demand for efficient utilization of input resources and productive outcomes is increasing as the government's R&D investments in Government-funded research institutes (GRIs) expand. These changes call for improving research-planning activities, which are defined as a set of activities wherein objectives are established, strategies for acquisition and expenditures of research resources are devised, and utilizations of research outcomes are addressed. This study introduces the integrated 4P analysis model that identifies the relationships among patents, papers, products, and projects. It looks into 4P analysis structure and its efficiency as a research planning means through case studies of the Korea Research Institute of Chemical Technology. This study introduces 4P analysis applied to KRICT, which can be utilized for outcome-oriented research planning of GRIs. At the same time, it investigates into the benefits and implications of 4P analysis. It proffers policy suggestions on such aspects as how research planning of GRIs should go through changes in a strategic and systematic way.

시간가동률 척도에 의한 Lean OEE의 연계지표 개발 및 적용 (Development and Implementation of Chain Metrics for Obtaining Lean Overall Equipment Effectiveness Using Availability Measures)

  • 최성운
    • 대한안전경영과학회지
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    • 제14권2호
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    • pp.147-158
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    • 2012
  • This paper aims to develop a new chain metrics for obtaining lean Overall Equipment Effectiveness(OEE) and present implementation strategy which considers the properties for Total Productive Maintenance(TPM) to reduce machine losses, Performance Analysis and Control(PAC) to reduce labor losses, Lean Production System(LPS) to reduce floor wastes, and Theory of Constraints(TOC) to minimize the problem of Capacity Constrained Resource(CCR). The study reviews the related literatures and reformulates the structure of machine losses, labor losses and field wastes. The research also develops the integrated productivity metrics according to time, units, reliability and maintainability. It is found that the study develops the actual productivity measure in terms of efficiency, effectiveness and standard productivity. In addition to that, it outlines and develops by using the integrated LPS and TPM, lean OEE measures such as Time Based Productivity(TBP), Unit Based Productivity(UBP), and Reliability & Maintainability Based Availability(RMBA). Implication examples are proposed to make it easier and available for practioners to understand the implementation strategies about TPM OEE, lean OEE and TOC OEE. Futhermore related to other studies, the research contributes to create a new chain productivity measures to clear the interrelationship concepts of productivity, efficiency and effectiveness. Moreover the paper develops the enhanced OEE measures by integration of TPM, PAC, LPS and TOC with the perspective of schedule, throughput, reliability, maintainability and availability.