• Title/Summary/Keyword: 인과관계평가

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The performance evaluation of dam management by using Granger causal analysis (그랜저 인과분석을 통한 댐관리 성과평가)

  • Cho, Sung-Min;Yoo, Myoung-Kwan;Lee, Deokro
    • Journal of Korea Water Resources Association
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    • v.54 no.2
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    • pp.135-144
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    • 2021
  • This paper attempted to find implications for water resource management and water quality improvement by analyzing the causal relationship among discharge, water temperature and pollution index, which were expected to have a great effect on water quality with the rise of water temperature and precipitation change as the warming effect in recent years. For this purpose, the unit root test, cointegration test, and Granger causal test were carried out for 10 multi-purpose dams in Korean major water systems using time series data on discharge, water temperature, BOD, COD and DO. It was analyzed that the fluctuation of water temperature affected the pollution index more than the fluctuation of discharge volume. Also, Hapcheon dam and Chungju dam were the best water quality management dams based on the high causal relationship between water quality and discharge. The second rank was Daecheong dam. The third-ranking group were Yongdam and Andong dam, whose causal relationships between water quality and discharge were low. The last group were the remaining five dams.

Causal Effects Along Transitive Causal Routes: Reconsidering Two Concepts of Effects Founded on Structural Equation Model (이행적 인과 경로를 통한 원인 효과에 대한 해명: 구조 방정식에 토대한 인과 모형의 원인 효과 개념에 대한 평가와 대안)

  • Kim, Joonsung
    • Korean Journal of Logic
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    • v.18 no.1
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    • pp.83-133
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    • 2015
  • In this paper, I pose a problem for Hitchcock's arguments for two concepts of effects that are intended to explicate double causal effects, and put forth a theory that is intended not just to meet the problem but also to accommodate Hitchcock's theory and Eells' theory both. First, I introduce an example of dual causal effects, and examine the accounts of Otte(1985) and Eells(1987) on how to explicate the dual effects. I show that their accounts of the dual effects help us understand the problem of dual effects and see how different it is for Cartwright(1979, 1989, 1995), Eells(1991, 1995), and Hitchcock(2001a) to meet the problem. Second, I introduce two concepts of effects on Hitchcock(2001a), that is, net effect and component effect that are allegedly analogous to two effects of structural equation model. Third, I reveal the significance of homogeneous subpopulation and causal interaction regarding the problem of dual effects while examining Cartwright's theory and Elles' theory. Fourth, I critically examine the two concepts of effects on Hitchcock and argue against Hitchcock's criticism of Eells' theory. Fifth, I take a moderator variable of structural equation model and a moderator effect into the probabilistic theory of causality, and formally generalize causal interaction due to the dual effects in terms of disjunctive relation and counterfactual conditionals. I expect my account of disjunctive relation and counterfactual conditionals to contribute not just to several problems the received theories of causal modelling confront but also to the structural equation models many people exploit as a promising statistical methodology.

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말콤볼드리지상을 이용한 한국 의료 평가모델의 인과관계 분석

  • Mun, Jae-Yeong;Kim, Jin-Hak;Kim, Yang-Gyun;Go, In-Ho;Gwon, O-Eung
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2007.04a
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    • pp.149-153
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    • 2007
  • 본 연구의 목적은 급변하는 의료환경에 효과적으로 대처하기 위하여 우리나라 병원들을 대상으로 미국의 말콤 볼드리지 국가 품질상 (The Malcolm Bladrige National Quality Award)모형 중 의료분야 평가모형을 이용하여 우리나라 병원들의 의료품질을 평가하였다. 이를 위해 미국의 말콤 볼드리지 국가품질상의 평가기준인 리더십, 전략 계획, 측정${\cdot}$분석, 지식관리, 인적자원 중심, 프로세스 관리, 환자${\cdot}$고객, 시장중심, 결과의 7개 항목을 이용하여 평가 항목들 간에 어떠한 인과관계가 있는지를 분석하고자 한다.

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A Study on Causal Relationship About the Reparations Range (손해배상범위에 관한 인과관계의 연구)

  • Choi Hwan-Seok;Park Jong-Ryeol
    • The Journal of the Korea Contents Association
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    • v.6 no.4
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    • pp.146-157
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    • 2006
  • Causal relationship means what relations the result occurred have with a fact as a reason. In general, a formular that no result exists without reasons is used for the method to confirm existence and inexistence of causal relationship. Problematic causal relationships in Private Law are reparations (Article No. 393 of Private Law) due to debt nonfulfillment and reparation due to tort (Application of Article No. 393 by Article No. 750, and No. 763 of Private Law). The purpose pursued by reparation system in private law is to promote equal burden of damages, and the range of reparation at this time is decided by the range of damage and the range of damage is decided by the principle of causal relationship. That the causal relationship theory fairly causes confusion by treating one problem and the other problem as the same thing, instead of dividing them according to the purpose of protection presented by the law is a reason of the criticism from different views.

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Named Entity Recognition for Analyzing Factors of Agrifood Price Fluctuation (농식품 가격변동 요인분석을 위한 개체명 인식)

  • Park, Chan;Lee, Kung-Soon
    • Annual Conference on Human and Language Technology
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    • 2020.10a
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    • pp.347-350
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    • 2020
  • 농식품 가격을 안정적으로 제공하기 위해 농식품 가격 변동에 대한 요인 분석이 필요하다. 본 연구는 농식품 가격 변동의 요인 분석을 위해 인과관계 템플릿을 정의하고, 요약을 위한 개체명 인식 방법을 적용한다. 농식품 일일동향 데이터에 대한 평가에서 딥러닝 기반 BiLSTM-CRF 실험 결과 F1-점수 0.93으로 베이스라인 Bi-LSTM 실험 결과 0.75에 비해 높은 성능을 보였다.

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Distributed System Architecture for Implementing the HLA/RTI (HLA/RTI 구현을 위한 분산 시스템 구조)

  • 김호경
    • Proceedings of the Korea Society for Simulation Conference
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    • 1999.04a
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    • pp.164-168
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    • 1999
  • HLA(High Level Architecture)는 분산 시뮬레이션의 표준화를 위한 개념적인 분산 시스템 프레임워크이며, RTI(Run Time Infrastructure)는 HLA를 따르는 분산 시뮬레이션들을 위한 네트워크 하부구조이다. 분산 시뮬레이션은 분산 노드간에 효율적이고 인과 오류가 없는 통신 방법의 지원이 필수적이며, RTI는 시뮬레이션에 참여하는 분산 노드간 메시지 전송을 위하여 최선(best-effort) 전송 서비스와 신뢰(reliable) 전송 서비스를 규정하고 있다. RTI의 메시지 전송 서비스는 기본적으로 메시지 전송 과정에서 메시기간 인과 관계를 유지해야 하는 다자간 통신 서비스이며, 본 논문에서는 인터넷상에서 인과 오류가 없는 다자간 통신을 위한 새로운 형식의 분산 시스템 구조를 제안하고, 성능 평가를 위한 실험 결과를 소개한다.

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개별기술 등급평가 모델과 평가사례

  • 박종오
    • Journal of Korea Technology Innovation Society
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    • v.3 no.1
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    • pp.55-67
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    • 2000
  • 본 고는 국내에 적용할 수 있는 기술등급평가모델을 제시하고 이에 입각하여 이루어진 실제의 평가결과를 제시하였다 이 평가는 중소기업청에 의해 전국규모로 1998년과 1999년 두해에 이루어졌다. 등급평가는 기술의 권리적 측면 환경적측면 등 세가지항목으로 구성된 평점모델을 제시하였다. 이평가결과는 변별력이 약해 평가요소와 실제 경쟁력간의 인과관계등에 대한 보다 집중적인 연구가 필요함을 보여준다.

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The Dynamic Analysis between Environmental Quality, Energy Consumption, and Income (소득 및 에너지소비와 환경오염의 관계에 대한 분석)

  • Jung, Sukwan;Kang, Sangmok
    • Journal of Environmental Policy
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    • v.12 no.3
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    • pp.97-122
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    • 2013
  • The ARDL(Autoregressive Distributed Lag) method is employed analyzes the long-run equilibrium relationships among environmental pollution($CO_2$ emissions) per capita, income levels per capita, and energy consumption per capita. The error correction model is employed to analyze the short-term effects of income and energy consumption on $CO_2$ emissions. The Toda-Yammamoto method is employed for causal analysis among the three variables. The results show that income levels, energy consumption, and $CO_2$ emissions are cointegrated. We found the N type relationship between income and $CO_2$ emissions. Long-term elasticities of income and energy consumption with respect to $CO_2$ emission were greater than their short-term elasticities. There were a bilateral causality between energy consumption and $CO_2$ emissions. There was a unilateral causality from $CO_2$ emissions to income and from energy consumption to income not vice versa. Energy consumption can be an important variable to contribute to forecasting $CO_2$ emissions.

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A Study on the Cause and Effect of Assessment Index of Intellectual Capital and Performance of the Public Library (공공도서관 지적자본 평가지표와 성과의 인과관계 연구)

  • Park, Seong-Woo;Chang, Woo-Kwon
    • Journal of the Korean Society for information Management
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    • v.28 no.4
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    • pp.279-307
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    • 2011
  • Intellectual capital is the driving force for the competitive advantage and durability of the public library. This asset consists of the library members' competences, the organizational structure constructed by the members, and the interrelationships among the people sharing the same interests. These are called human capital, structural capital and social capital in the respective order. The purpose of the study was to provide foundational information for the public library's intellectual capital assessment as well as creating an experimental assessment model. It analysed the three characteristics of the capital, which generated an assessment index. In addition, it identified the relationship between the components of the intellectual capital and performance were discovered through empirical study to improve the assessment system.

Latest Supreme Court Decision on Proof of Causation in Medical Malpractice Cases - Focusing on Supreme Court decision 2022da219427 on August 31, 2023 and the Supreme Court decision 2021Do1833 on August 31, 2023 - (의료과오 사건에서 인과관계 증명에 관한 최신 대법원 판결 - 대법원 2023. 8. 31. 선고 2022다219427 판결 및 대법원 2023. 8. 31. 선고 2021도1833 판결을 중심으로 -)

  • HYEONHO MOON
    • The Korean Society of Law and Medicine
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    • v.24 no.4
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    • pp.3-36
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    • 2023
  • The main issue in medical malpractice civil litigation is medical negligence and the causal relationship between medical negligence and damages. Regarding the presumption of causality in cases where medical negligence is proven, there is a previous Supreme Court decision 93da52402 on February 10, 1995, but it is difficult to find a case that satisfies the textual requirements of the above decision, and yet, in practice, the above decision is cited. In many cases, causal relationships were assumed, and criticism was consistently raised that it was inconsistent with the text of the above judgment. In its ruling, the Supreme Court reorganized and presented a new legal principle regarding the presumption of causality when medical negligence is proven in a civil lawsuit. According to this, If the patient proves ① the existence of an act that is assessed as a medical negligence, that is, a violation of the duty of care required of an ordinary medical professional at the level of medical care practiced in the field of clinical medicine at the time of medical practice, and ② that the negligence is likely to cause damages to the patient, the burden of proving the causal relationship is alleviated by presuming a causal relationship between medical negligence and damage. Here, the probability of occurrence of damage does not need to be proven beyond doubt from a natural scientific or medical perspective, but if recognizing the causal relationship between the negligence and the damage does not comply with medical principles or if there is a vague possibility that the negligence will cause damage, causality cannot be considered proven. Meanwhile, even if a causal relationship between medical negligence and damage is presumed, the party that performed the medical treatment can overturn the presumption by proving that the patient's damage was not caused by medical negligence. Meanwhile, unlike civil cases, the standard is 'proof beyond reasonable doubt' in criminal cases, and the legal principle of presuming causality does not apply. Accordingly, in a criminal case of professional negligence manslaughter that was decided on the same day regarding the same medical accident, the case was overturned and remanded for not guilty due to lack of proof of a causal relationship between medical negligence and death. The above criminal ruling is a ruling that states that even if 'professional negligence' is recognized in a criminal case related to medical malpractice, the person should not be judged guilty if there is a lack of clear proof of 'causal relationship'.