• Title/Summary/Keyword: Development of indicators

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Analysis of Healthcare Quality Indicators using Data Mining and Development of a Decision Support System (데이터마이닝을 이용한 의료의 질 측정지표 분석 및 의사결정지원시스템 개발)

  • Kim, Hye Sook;Chae, Young-Moon;Tark, Kwan-Chul;Park, Hyun-Ju;Ho, Seung-Hee
    • Quality Improvement in Health Care
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    • v.8 no.2
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    • pp.186-207
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    • 2001
  • Background : This study presented an analysis of healthcare quality indicators using data mining and a development of decision support system for quality improvement. Method : Specifically, important factors influencing the key quality indicators were identified using a decision tree method for data mining based on 8,405 patients who discharged from a medical center during the period between December 1, 2000 and January 31, 2001. In addition, a decision support system was developed to analyze and monitor trends of these quality indicators using a Visual Basic 6.0. Guidelines and tutorial for quality improvement activities were also included in the system. Result : Among 12 selected quality indicators, decision tree analysis was performed for 3 indicators ; unscheduled readmission due to the same or related condition, unscheduled return to intensive care unit, and inpatient mortality which have a volume bigger than 100 cases during the period. The optimum range of target group in healthcare quality indicators were identified from the gain chart. Important influencing factors for these 3 indicators were: diagnosis, attribute of the disease, and age of the patient in unscheduled returns to ICU group ; and length of stay, diagnosis, and belonging department in inpatient mortality group. Conclusion : We developed a decision support system through analysis of healthcare quality indicators and data mining technique which can be effectively implemented for utilization review and quality management in a healthcare organization. In the future, further number of quality indicators should be developed to effectively support a hospital-wide Continuous Quality Improvement activity. Through these endevours, a decision support system can be developed and the newly developed decision support system should be well integrated with the hospital Order Communication System to support concurrent review, utilization review, quality and risk management.

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An Estimation of the Spatial Development Patterns based on the Characteristic City Indicators - The Case of Gangnam District - (도시특성지표 기반 공간개발 패턴 추정에 관한 연구 - 강남지역을 대상으로 -)

  • Jang, Seongman;Yi, Changhyo
    • Spatial Information Research
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    • v.23 no.3
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    • pp.23-33
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    • 2015
  • Most data used for urban planning is aggregated by administrative district. Thus, a fundamental limit to analysing the changes of micro-geographical units exists. The object of this study is to estimate spatial development patterns based on characteristic city indicators. Gangnam, an area that was analysed, was divided into hexagon polygons. The development density and characteristic city indicators were input into each polygon. Moreover, this study analysed the influence of characteristic city indicators on development density using multinomial regression analysis. According to the results, distance between a polygon and both a road and a bus stop led to a decrease of development density in the polygon. However, distance between a polygon and a river led to an increase of development intensity. The method of this analysis and the results can be used to disaggregate the zonal data in the urban planing area.

Analysis on the Linkage between SDGs Framework and Forest Policy in Korea (국내 산림정책과 지속가능발전목표(SDGs)간의 연관성 분석)

  • Moon, Jooyeon;Kim, Nahui;Song, Cholho;Lee, Sle-Gee;Kim, Moonil;Lim, Chul-Hee;Cha, Sung-Eun;Kim, Gangsun;Lee, Woo-Kyun;Son, Yowhan;Young, Soogil;Jin, Seabom;Son, Young-Mo
    • Journal of Climate Change Research
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    • v.8 no.4
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    • pp.425-442
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    • 2017
  • This study analysed the linkage between national forest policy in Korea, namely the $5^{th}$ National Forest Master Plan, 2016 Korea Forest Service Performance Management Plan, the $3^{rd}$ National Sustainable Development Plan, and UN Sustainable Development Goals (SDGs). The 7 strategies of the $5^{th}$ National Forest Master Plan were related to 11 Goals of SDGs, and 5 strategies of 2016 Korea Forest Service Performance Management Plan were associated with 7 areas of SDGs, and 4 strategies within $3^{rd}$ National Sustainable Development Plan were linked to 7 Goals of SDGs. Among 87 national forest indicators compiled from three respective forest-related policies of Korea, 45 national indicators were related to 18 SDGs indicators. This indicates that 52% of national indicators of Korean forest policy are reflecting the language of SDGs. However, seeing from SDGs perspective, only 18 out of 241, which accounts for 7.8% of SDGs indicators are related to national indicators. The findings imply that a number of national forest-related indicators do not meet the diverse dimension of SDGs which provides potential areas for forest to contribute. Based on the findings, following recommendations were suggested: 1) the term used in forest policy should be aligned to SDGs targets so that it can be embedded in national policies, and 2) indicators should be further contextualized as well as in its assessment system. Lastly, it suggests for leveraging 3) '5 Processes of sub-national climate change adaptation plan' and the core concept of REDD+ MRV which could provide fundamental background for implementing SDGs framework to national forest policy.

Development of Evaluation Indicators for Integrated Home Care (통합가정방문급여 평가지표 개발)

  • Park, Jong Duk;Jung, Dukyoo
    • Korean Journal of Adult Nursing
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    • v.26 no.5
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    • pp.543-552
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    • 2014
  • Purpose: The purpose of this study was to develop integrated evaluation indicators of home care services in the hope that the increasing group of long-term home care patients could receive quality care services. Methods: The development involves a methodological study on a development phase and a verification phase. The main survey at a verification stage was conducted by the staffs at 146 institutions who agreed to participate on this study. Results: The evaluation index for the integrated home visit care consisted of five categories and 57 indicators including Managing Institution (12), Environment and Safety (3), Right and Responsibility (7), Process of Care (31) and Results of Care (4). The criterion-related validity was verified in regard to the participation in the 2010 evaluation of long-term home-care institutions by the National Health Insurance Corporation. Conclusion: The evaluation index of the integrated home visiting care developed in this study is considered suitable to utilize as evaluating indicators in managing and evaluating the way of how institutions integrate and provide home visit care services as well as home nursing care services.

A Development of Environmental Capacity Estimation Model Using the National Environmental Assessment Indicators (국토환경성평가 지표를 이용한 환경용량 산정모델 개발)

  • Lee, Chong-Soo;Lee, Woo-Kyun;Jeon, Seong-Woo
    • Journal of Environmental Impact Assessment
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    • v.15 no.6
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    • pp.385-394
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    • 2006
  • Land resources should be managed not only for human utilizations but also for environmental preservation. Based on that, environmental capacity should be estimated in both environmental and developmental ways. This study was performed for developing an estimation model for relative environmental capacity, considering both Development Tolerance Index(DTI), which shows environmental and ecological conservation value and is based on national environmental assessment indicators of the Korea Ministry of Environment, and Development Attractiveness Index(DAI), which shows topographical characteristics and geographical accessibility. The relative environmental capacity in this study can be helpful to coping with the conflict in planning and managing the use of land resources. The relative environmental capacity in this study, however, did not include either environmental or ecological sensitivity of land resources. This limitation should be solved through further research.

Development Guidelines of Environmental planning Indicators for Environmentally friendly Urban and Architectural Planning (친환경적 도시건축계획을 위한 환경계획지표개발의 방향)

  • Chang, Dong-Min
    • KIEAE Journal
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    • v.1 no.2
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    • pp.5-12
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    • 2001
  • Through the harmony of natural and artificial systems a city is composed of, the ecology-oriented urban planning seeks for qualitative improvements of a city on which our life is based. To enhance the ecology-oriented urban planning, the followings are suggested by a comparative analysis of Korea with Germany regarding the development process, the instruments, and the establishment of indicators for the planning. Firstly, though our national land development plan is closely connected with B-plan, it has little to do with the natural environment. Moreover, the natural environment plan of the Ministry of Environment is almost impossible to carry out in terms of urban construction work. For this reason, the instrument for dealing with the development and environment plan systems together as well as the completion of the current plan system is needed for the ecologically acceptable urban development in the long term. Secondly, in order to realize what is mentioned above in the concrete it seems to be desirable for the system and the instrument to be devised at the extent of B-plan. The regulations of the plan should have strong legal binding force and practicality as well. The element of ecology-oriented urban planning are (1) degree of independence and appropriate density, (2) conservation of natural elements such as soil, water, animals and plants etc., (3) energy saving in land use, (4) activation of B-plan and inducement of active participation of residents. Thirdly, it will be useful to develop various kinds of indicators for the environment plan provided in advance so that the ecology-oriented urban developments may be under control. It also should be taken into consideration that the indicators are supposed to be comprehensive, representative, and practical enough to make the most of at the early stage of drawing up a plan. The kinds of indicators which can be used in the ecology-oriented urban development include (1) soil, (2) water, (3) vegetation and plants, (4) animals, (5) climate, and (6) transportation.

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Nutrition Teachers' Perception of the Importance and Performance Frequency of Their Roles in the Indicators and Items on a Teacher Evaluation (교원능력개발평가 영양교사 평가지표와 문항의 중요도 및 수행도에 대한 영양교사들의 인식)

  • Choi, Hee-Jun;Park, Ji-Hye
    • Journal of the Korean Dietetic Association
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    • v.16 no.2
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    • pp.146-159
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    • 2010
  • This study was conducted to determine the appropriateness of the indicators and items on teacher evaluations for professional development and to provide insight for their improvement. To accomplish this, the perception of the importance and performance frequency of 318 nutrition teachers regarding their roles inherent in the indicators and items were evaluated through a survey questionnaire based on a five-point Likert scale. The quantitative data were analyzed using descriptive statistics and a paired t-test. In addition, the reflective analysis and constant comparison method were employed to analyze the responses to the open-ended questions asking problems in the indicators and items. The results revealed that the mean scores for the importance and performance frequency of most indicators and items were over four points, which implies that most indicators and items are appropriate for evaluating the job tasks of nutrition teachers. However, it was suggested that a few items be revised or removed for their improvement and appropriateness. This study concluded that nutrition teachers should have more chances to provide nutrition education for students to enable them to perform as teachers and not simply dietitians.

Management Effectiveness Evaluation (MEE) Indicators Development in Protected Forest Areas (산림보호지역의 관리효과성 평가지표 개발 연구)

  • Ryu, Kwangsu;Choi, Jaeyong;Lee, Gwangyu
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.14 no.1
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    • pp.105-119
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    • 2011
  • In order to develop the indicators which evaluate the management effectiveness for the protected forest areas in Korea, candidate indicators were listed based on literature and experts interviews, then questionnaire survey on the experts were conducted. 5 elements of context, planning, input, process, output and outcome and 32 indicators were selected. Context element includes 6 indicators of 1) documentation and assessment of values; 2) documentation and assessment of threats, 3) influence of government policy, 4) related regulations, 5) community cooperation and 6) the structure of management organization. 6 indicators of Planning element were 1) the management objective, 2) protected area design, 3) protected area size and number, 4) representation, 5) standards and categories and 6) management planning. Input element of 3 indicators were 1) management staff, 2) funding, 3) establishment and application of information. Process element were consisted of 1) governance, 2) management guidelines, 3) human resource management, 4) law enforcement, 5) eco-management, 6) disaster management, 7) education program and 8) research and monitoring. The element of outputs and outcomes were 1) accomplishment of plan, 2) accomplishment of program, 3) private land management, 4) threats change, 5) biodiversity change, 6) ecosystem health and vitality, 7) impact on community, 8) international management level and 9) visitors' satisfaction and variation in civil compliant. It is recommended to have further research on evaluation methods development by applying those above developed indicators for the protected forest areas to ensure the practicality of the indicators.

Development of Safety Competences, Behavioral Indicators and Measuring Methods for Preventing Human-Error in Nuclear Power Plants: A Preliminary Study (원전 인적오류 예방을 위한 안전 역량, 행동 지표 및 측정 방법 개발: 예비 연구)

  • Moon, Kwangsu;Kim, Sa Kil;Lee, Yong-Hee;Jang, Tong Il
    • Journal of the Korean Society of Safety
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    • v.31 no.1
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    • pp.132-138
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    • 2016
  • The purpose of this study was to develop safety competences, a set of behavioral indicators of each competence and measuring methods of behavioral indicators for preventing human error of nuclear power plants(NPPs). The safety competences and behavioral indicators were derived from the five steps consisted of derivation of preliminary competence items through literature review, content analysis, interview(FGI, BEI), examination of content validity and decision making of final indicators. The results showed that 13 core safety competences and 35 behavior indicators were derived finally. In addition, the methods of measuring safety competences or behavioral indicators such as Behaviorally Anchored Rating Scale (BARS), Behavior Observation Scale (BOS) were developed and suggested.

A Study on the Development Elements and Direction of Waterfront Reflecting User Demands (이용자 수요를 반영한 수변 공간 개발요소와 방향설정에 관한 연구)

  • Park, Ki bum
    • Journal of Environmental Science International
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    • v.27 no.11
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    • pp.1083-1094
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    • 2018
  • In this study, we analyzed the characteristics of six waterfront users who are currently being used to select indicators for waterfront development. It can be classified into urban type, inland type and coast type according to the place where waterfront space is located. These waterfront design elements include accessibility, public activity, and waterfront characteristics. Waterfront environment involves selecting the elements for considered and examined these with resepect to the goals of the study. In terms of accessibility to most waterfronts, it is analyzed that users who are located within 30 minutes' distance of walking are most likely to use it. As shown in the satisfaction survey of this study, the unsatisfactory satisfaction of water quality and quantity was found to be low in Unam pond, and the result shows that the overall satisfaction of waterfront space is also low. In the case of Chunggye Chun, the results of the survey on weekdays showed that the office workers, such as the offices located in the surrounding area, were mainly resting places. In the case of Naesungchun, it is possible to select the indicators that can help the direction of the festival as a survey on the users during the festival period. In this study, waterfront location, purpose of use, characteristics, environment, and subdivision are presented as indicators to be considered when developing the waterfront. It is expected that the proposed indicators will be able to determine the direction of development by reflecting characteristics of users.