• Title/Summary/Keyword: Probability of Causation

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The Problem of Disjunctive Causal Factors: In Defense of the Theory of Probabilistic Causation

  • Kim, Joon-Sung
    • Korean Journal of Logic
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    • v.5 no.2
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    • pp.115-131
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    • 2002
  • The problem of disjunctive causal factors is generalized as follows. Suppose that there are no factors of the kind considered so far that need to be held fixed in background contexts. Nevertheless, it is still possible that within the background contexts, each disjunct of a disjunctive causal factor X v W confers a different probability on an effect factor in Question. So a problem arises of how we identify a single causally significant probability of the effect factor in the presence of the disjunctive causal factor, assuming that each disjunct of the disjunctive causal factor confers a different probability on the effect factor. In this paper, I first introduce an experiment in which disjunctive causal factors seem to pose a problem for the theory of probabilistic causation. Second, I show how Eells' solution to the problem of disjunctive causal factors meets the problem that arises in the experiment. Third, I examine Hitchcock's arguments against Eells' solution, arguing that Hitchcock misconstrues Eells' solution, and disregards the feature of the theory of probabilistic causation such that a factor is a causal factor for another factor relative to a population P of a population type Q.

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Program for Estimating the Probability of Causation to Korean Radiation Workers with Cancer (국내 방사선작업종사자에게 발생한 암의 방사선 인과도를 평가하기 위한 인과확률 계산 프로그램)

  • Jeong, Mee-Seon;Jin, Young-Woo;Kim, Chong-Soon
    • Journal of Radiation Protection and Research
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    • v.29 no.4
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    • pp.221-230
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    • 2004
  • The probability of causation(PC) is the measure to ascertain the likelihood that a particular cancer may be attributed to a particular prior exposure to radiation. Since the PC is involved in several uncertainties, it is desirable to use the confidence limit for the PC, not a point estimate for determining whether to award compensation. We developed the program for estimating the PC to Korean radiation workers with cancer, the so-called RHRI-PEPC, which is based on the most reasonable model for radiation cancer risk and recent Korean baseline data. RHRI-PEPC gives us the upper confidence limit for the PC after adjusting several uncertainties and therefore we can assess more reasonably the causality of radiation exposure for cancer occurred in Korean radiation workers.

The Presumption of the Faults and Causation in Medical Negligence Litigations using the Standards of Comparison (의료과오소송에 있어서 과실과 인과관계의 인정에 관하여 - 경험칙을 중심으로 -)

  • Park, Joo-Hyun
    • The Korean Society of Law and Medicine
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    • v.7 no.2
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    • pp.179-218
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    • 2006
  • To succeed the claim of medical negligence, the plaintiff should establish the medical profession's fault, and the causation between the fault and damages. The faults are judged on lege artis, which is based on expert witness. However, judges often infer the faults and causations from circumstantial evidences and patients' injuries. This presumptions depend on the law of nature(Erfahrungsgesetz). The law of nature can explain the typical development of the event. If the circumstantial evidences were in accordance with that, the faults and causations would be able to be recognized by the judges. Therefore the standards of comparison such as lege artis or the law of nature play an important role for medical negligence liabilities to be imputed to doctors or hospitals. The factual elements necessary to assume the fault is similar to those of the causation, for the concept of the fault is correlated with that of the causation. The elements include the temporal and spatial proximity between damages and defendant's medical treatments, no existence of other causations, the probability of bed results developed by the medical treatments, and so on. These enable the fault and causation to be assumed at the same times.

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IWRAP모델에 의한 목포대교부근 충돌확률 분석

  • Kim, Gwang-Il;Jeong, Jung-Sik;Park, Gye-Gak
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2011.06a
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    • pp.225-226
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    • 2011
  • IALA Waterway Risk Assesment(IWRAP)에서 선박의 충돌확률은 기하학적인 선박의충돌확률(geomatric probability)에 인과관계 확률(causation probability) 곱한 값으로 해당수역의 양적인 충돌확률 평가에 이용되고 있다. 이를 통해 목포대교부근에 통항하는 선박의 선종별 충돌확률 및 입출항 선박 전체 충돌 확률 값을 분석하고자 한다.

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A Quantitative Collision Probability Analysis in Port Waterway (항만수로의 정량적인 충돌확률 분석)

  • Jeong, Jung-Sik;Kim, Kwang-Il;Park, Gyei-Kark
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.3
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    • pp.373-378
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    • 2012
  • In terms of the maritime accident prevention, risk analysis at targeted warterways is important for planning safety waterways. This paper analyzes the maritime accidents probability in the Mokpo waterways, South Korea, based on the IWRAP(IALA Waterway Risk Assessment) of the quantitative accident probability tool. Vessel collision probability cate is calculated by vessels meeting direction, using IWRAP. This paper contribute to advance improvement of vessel traffic service by VTS sector providing vessel fairway risk data.

Analysis of marine accident probability in Mokpo waterways

  • Kim, Kwang-Il;Park, Gye-Kark;Jeong, Jung-Sik
    • Journal of Navigation and Port Research
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    • v.35 no.9
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    • pp.729-733
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    • 2011
  • The maritime risk assessment is important not only to evaluate the safety level of the ports and waterways but also to reduce potential maritime accidents at sea in terms of the proactive measures of the maritime accidents. In this paper, the collision risk assessment in Mokpo waterways has been carried out based on the IALA recommended model, IWRAP. To evaluate the accident probabilities in Mokpo waterways, all data of vessels were collected from AIS and Radar observations data and the computer simulations were carried out. To assess the risk on the traffic, the scenario-base approach has been applied to the Mokpo waterway by using the maritime accident statics over the past 5 years.

Proving Causation With Epidemiological Evidence in Tobacco Lawsuits (담배소송에서 역학적 증거에 의한 인과관계의 증명에 관한 소고)

  • Lee, Sun Goo
    • Journal of Preventive Medicine and Public Health
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    • v.49 no.2
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    • pp.80-96
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    • 2016
  • Recently, a series of lawsuits were filed in Korea claiming tort liability against tobacco companies. The Supreme Court has already issued decisions in some cases, while others are still pending. The primary issue in these cases is whether the epidemiological evidence submitted by the plaintiffs clearly proves the causal relationship between smoking and disease as required by civil law. Proving causation is difficult in tobacco lawsuits because factors other than smoking are involved in the development of a disease, and also because of the lapse of time between smoking and the manifestation of the disease. The Supreme Court (Supreme Court Decision, 2011Da22092, April 10, 2014) has imposed some limitations on using epidemiological evidence to prove causation in tobacco lawsuits filed by smokers and their family members, but these limitations should be reconsidered. First, the Court stated that a disease can be categorized as specific or non-specific, and for each disease type, causation can be proven by different types of evidence. However, the concept of specific diseases is not compatible with multifactor theory, which is generally accepted in the field of public health. Second, when the epidemiological association between the disease and the risk factor is proven to be significant, imposing additional burdens of proof on the plaintiff may considerably limit the plaintiff's right to recovery, but the Court required the plaintiffs to provide additional information such as health condition and lifestyle. Third, the Supreme Court is not giving greater weight to the evidential value of epidemiological study results because the Court focuses on the fact that these studies were group-level, not individual-level. However, group-level studies could still offer valuable information about individual members of the group, e.g., probability of causation.

Depression and Welfare Transitions of the National Basic Livelihood Protection Program (국민기초생활보장제도 수급지위 변화와 우울의 관계)

  • Lee, Won-Jin
    • Korean Journal of Social Welfare
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    • v.62 no.4
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    • pp.249-274
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    • 2010
  • This study examines a casaul relationship between depression and welfare transitions of the National Basic Likelihood Protection Program. From a social selection perspective, prior high levels of depression are likely to select people into welfare or serve as a barrier to leaving welfare. From a social causation perspective, entering or exiting welfare can change the levels of depression. These hypotheses were tested using KOWEPS(Korean Welfare Panel study) 2005~2007. The results are as follows. First, entering welfare clearly increases the levels of depression. The increased economic stress resulting from falling into poverty seems to play a major role in the negative effect of welfare entry. Second, exiting welfare does not decrease the levels of depression. However, when welfare exits are classified into distinctive categories, welfare exit combined with concurrent poverty exit is likely to decrease the levels of depression. Third, high levels of depression clearly increase the probability of entering welfare regardless of the prior poverty status. Fourth, high levels of depression do not decrease the probability of exiting welfare, but rather increase the probability of an administrative disentitlement which leads to even worse economic conditions after exiting welfare. One implication of these findings is that negative policies such as time limit and strengthening sanctions can increase the number of welfare cyclers who are able-bodied but mentally weak.

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Development of Collision Risk Evaluation Model Between Passing Vessel and Mokpo Harbour Bridge (통항 선박과 목포 대교의 충돌 위기 평가 모델 개발)

  • Yim, Jeong-Bin
    • Journal of Navigation and Port Research
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    • v.34 no.6
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    • pp.405-415
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    • 2010
  • To assess the possible collision risk between Mokpo Harbour Bridge, which is under construction, and passing vessels, we proposed Real-Time Bridge-Vessel Collision Model (RT-BVCM) in this paper. The mathematical model of RT-BVCM consists of the causation probability by the vessel aberrancy due to navigation environments, the geometric probability by the structural feature of a bridge relative to a ship size and, the failure probability by the ship collision track and the stopping distance which is not to come to a stop before hitting the obstacles. Then, the probabilistic mathematical model represented as risk index with the risk level from 1 to 5. The merit of the proposed model to the collision model proposed by AASHTO (American Association of State Highway and Transportation Officials) is that it can provide enough time to take adequate collision avoiding action. Through the simulation tests to the two kinds of test ships, 3,000 GT and 10,000 GT, it is cleary found that the proposed model can be used as a collision evaluation model to the passing vessel and Mokpo Harbour Bridge.

A Case Study of Marine Accident Investigation and Analysis with Focus on Human Error (해양사고조사를 위한 인적 오류 분석사례)

  • Kim, Hong-Tae;Na, Seong;Ha, Wook-Hyun
    • Journal of the Ergonomics Society of Korea
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    • v.30 no.1
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    • pp.137-150
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    • 2011
  • Nationally and internationally reported statistics on marine accidents show that 80% or more of all marine accidents are caused fully or in part by human error. According to the statistics of marine accident causes from Korean Maritime Safety Tribunal(KMST), operating errors are implicated in 78.7% of all marine accidents that occurred from 2002 to 2006. In the case of the collision accidents, about 95% of all collision accidents are caused by operating errors, and those human error related collision accidents are mostly caused by failure of maintaining proper lookout and breach of the regulations for preventing collision. One way of reducing the probability of occurrence of the human error related marine accidents effectively is by investigating and understanding the role of the human elements in accident causation. In this paper, causal factors/root causes classification systems for marine accident investigation were reviewed and some typical human error analysis methods used in shipping industry were described in detail. This paper also proposed a human error analysis method that contains a cognitive process model, a human error analysis technique(Maritime HFACS) and a marine accident causal chains, and then its application to the actual marine accident was provided as a case study in order to demonstrate the framework of the method.