• Title/Summary/Keyword: traffic accident data

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Analysis of Traffic Accident Severity for Korean Highway Using Structural Equations Model (구조방정식모형을 이용한 고속도로 교통사고 심각도 분석)

  • Lee, Ju-Yeon;Chung, Jin-Hyuk;Son, Bong-Soo
    • Journal of Korean Society of Transportation
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    • v.26 no.2
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    • pp.17-24
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    • 2008
  • Traffic accident forecasting model has been developed steadily to understand factors affecting traffic accidents and to reduce them. In Korea, the length of highways is over 3,000km, and it is within the top ten in the world. However, the number of accidents-per-one kilometer highway is higher than any other countries. The rapid increase of travel demand and transportation infrastructures since 1980's may influence on the high rates of traffic accident. Accident severity is one of the important indices as well as the rate of accident and factors such as road geometric conditions, driver characteristics and type of vehicles may be related to traffic accident severity. However, since all these factors are interacted complicatedly, the interactions are not easily identified. A structural equations model is adopted to capture the complex relationships among variables. In the model estimation, we use 2,880 accident data on highways in Korea. The SEM with several factors mentioned above as endogenous and exogenous variables shows that they have complex and strong relationships.

A Study on the Factors that Influence the Throw Distance of Pedestrian on the Vehicle-Pedestrian Accident (보행자의 층돌 사고에서 보행자 전도거리에 영향을 주는 인자에 관한 연구)

  • Kang, D.M.;Ahn, S.M.
    • Journal of Power System Engineering
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    • v.13 no.2
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    • pp.56-62
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    • 2009
  • The fatalities of pedestrian account for about 40.0% of all fatalities in Korea 2005. Vehicle-Pedestrian accident generates trajectory of pedestrian. In pedestrian involved accident, the most important data to inspect accident is throw distance of pedestrian. The throw distance of pedestrian can be influenced by many variables. But existing studies have been done for simple factors. The variables that influence trajectory of pedestrian can be classified into vehicular factors, pedestrian factors, and road factors. The trajectory of pedestrian, dynamic characteristics of multi-body were analyzed by PC-CRASH, a kinetic analysis program for a traffic accident. PC-CRASH enables an analyst to investigate the effect of many variables. The influence of the offset of impact point was analyzed by Working Model. Based on the results, the variables that influence trajectory of pedestrian were vehicular frontal shape, vehicular impact speed, the offset of impact point, the height of pedestrian, friction coefficients of pedestrian. However the weight of pedestrian did not affect trajectory of pedestrian considerably.

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Design and Application of Traffic Safety Technology in Chungcheong non-urban Region (충청권 비도심 지역의 교통안전기술 설계 및 적용)

  • Cho, Choong-Yeon;Kim, Yun-Sik;Lee, Min-Jae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.4
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    • pp.264-272
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    • 2016
  • In previous research, we analyzed traffic accident characteristics in the Chungcheong region through factor analysis, cluster analysis, and a questionnaire using traffic accident analysis system data to enhance Korea's traffic safety. Based on the analysis results, we investigated the design and application of traffic safety technology in non-urban areas in this study. Three technologies are proposed to improve traffic safety facilities for the region: a recognition light at pedestrian crossing works, a recognition light on the road for the underprivileged in traffic works, and a safety LED sign for operation of agricultural machine works. Each technology complements the light pollution problem about snow removal and road safety when applied to existing facilities in the non-urban areas. Solar-based indigenous technology is expected to contribute to road safety in rural areas.

Study on the Development of Truck Traffic Accident Prediction Models and Safety Rating on Expressways (고속도로 화물차 교통사고 건수 예측모형 및 안전등급 개발 연구)

  • Jungeun Yoon;Harim Jeong;Jangho Park;Donghyo Kang;Ilsoo Yun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.22 no.1
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    • pp.1-15
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    • 2023
  • In this study, the number of truck traffic accidents was predicted by using Poisson and negative binomial regression analysis to understand what factors affect accidents using expressway data. Significant variables in the truck traffic accident prediction model were continuous driving time, link length, truck traffic volume. number of bridges and number of drowsy shelters. The calculated LOSS rating was expressed on the national expressway network to diagnose the risk of truck accidents. This is expected to be used as basic data for policy establishment to reduce truck accidents on expressways.

Merging of Satellite Remote Sensing and Environmental Stress Model for Ensuring Marine Safety

  • Yang, Chan-Su;Park, Young-Soo
    • Journal of Navigation and Port Research
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    • v.27 no.6
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    • pp.645-652
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    • 2003
  • A virtual vessel traffic control system is introduced to contribute to prevent a marine accident such as collision and stranding from happening. Existing VTS has its limit. The virtual vessel traffic control system consists of both data acquisition by satellite remote sensing and a simulation of traffic environment stress based on the satellite data, remotely sensed data And it could be used to provide timely and detailed information about the marine safety, including the location, speed and direction of ships, and help us operate vessels safely and efficiently. If environmental stress values are simulated for the ship information derived from satellite data, proper actions can be taken to prevent accidents. Since optical sensor has a high spatial resolution, JERS satellite data are used to track ships and extract their information. We present an algorithm of automatic identification of ship size and velocity. It lastly is shown that based on ship information extracted from JERS data, a qualitative evaluation method of environmental stress is introduced.

Methoden Zur Beschreibung dar Unfallgeschehens des - Versuch eines Vergleichs Zwischen der Bundesrepublik Deutschland und der Republik Korea - (한국과 서독간의 교통안전 비교)

  • 김홍상
    • Journal of Korean Society of Transportation
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    • v.5 no.2
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    • pp.55-72
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    • 1987
  • The work analyzes the existing situation and defines special problems concerning traffic accidents in the two countries. The report is divided into three parts: 1) Using the global approach of SMEED, the data were evaluated using multiple regression analysis, and homogeneous groups of countries were defined by cluster analysis. In the global approach, the linear model is better than SMEED's non-linear model in explaining the number of fatalities. Among the different groups of countries, the linear approach was found to be better suited for industrialized countries and the non-linear approach better for the developing countries. T도 comparison of traffic fatality data for the Federal Republic the developing countries. The comparison of traffic fatality data for the Federal Republic of Germany and the Republic of Korea showed different regression equations during the same time period. 2) The BOX/JENKINS time series analysis on a monthly basis points out clearly similar seasonal patterns for the two countries over the years studied. The decrease in traffic accidents following the intensification of the safety belt requirement was proved in the ARIMA model. It amounts to 7 to 8 percent fewer personal injury accidents and fatal accidents. The identified increase in safety in the Federal Republic of Germany since the 1970s is mainly due to the reduction of accident severity in residential areas. 3) Speeds and headways on motorways in th3e two countries were also compared. The measurements point out that German road users drive faster, take more risks, and accept shorter time gaps than Korean road users. However, the accident statistics show accident rates for Korea that are several times higher than those in the Federal Republic of Germany.

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Factors Influencing Post-Traumatic Growth in Traffic Accident Patient (교통사고 환자의 외상후 성장 영향요인)

  • Cha, Hye Ji;Bang, Sul Yeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.12
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    • pp.254-264
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    • 2019
  • This study is a descriptive correlation study investigating the effects of stress disorder symptoms, resilience, and social network on post-traumatic growth in traffic accident patients. The participants were 158 traffic accident cases enrolled from five 100-bed hospitals situated in city C. Data were collected from July 1 to August 31, 2018, and analyzed by t-test, ANOVA, Pearson's correlation coefficients, and multiple regression using SPSS / Win23. The explanatory power of post-traumatic growth was determined to be 36.9%, and the factors affecting post-traumatic growth were social network and post-traumatic stress disorder. In addition, social networks completely established the relationship between resilience and post-traumatic growth. Our results confirmed that a wider social network and increased symptoms of post-traumatic stress disorder of the traffic accident patient are associated with higher post-traumatic growth. Therefore, it is necessary to explore approaches that improve the social networks and resilience to help post-traumatic growth of traffic accident patients. Additional research is required through repetitive and long-term observation of the accident victims.

Clinical Effects of Combination of Korean Medicine Admission Treatment in Patients with Sternum Fracture after Traffic Accidents : 5 Case Series Report (교통 사고로 발생한 흉골 골절 환자에 대한 한방복합입원치료 효과: 증례 보고 5례)

  • Park, Joon;Kim, Hyo-Jun;Kim, Gook-Beom;Kwon, Yong-Su;Lee, Hee-Won;Yu, Jae-Eun;Choi, Gyu-Cheol
    • The Journal of Churna Manual Medicine for Spine and Nerves
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    • v.14 no.2
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    • pp.101-111
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    • 2019
  • Objectives : The purpose of this study was to report five patients with a sternum fracture after a traffic accident who improved with a combination of Korean medicine treatments. Methods : We collected data of traffic accident patients with a sternum fracture who were admitted to Dae-Jeon Jaseng Korean Medicine Hospital from March 2019 to September 2019. We observed five cases of patients treated with acupuncture, pharmacoacupuncture, herbal medicine, and Korean physical therapy. We measured the validity of the treatments using the Numeric Rating Scale (NRS) and European Quality of Life-5 Dimension (EQ-5D) at admission, at two weeks, and on the discharge date of hospitalization. Results : Following treatment using a combination of the above mentioned methods, the general overall condition of the patients had significantly improved. Furthermore, the NRS and EQ-5D scores were numerically better. Conclusions : After the combination of Korean medicine treatments, results from five patients with a sternum fracture after a traffic accident suggested that the treatments were effective. However, the number of subjects was insufficient and individual efficacy was not measured in this study. Therefore, further studies are needed on this topic.

Observation of Factors on Post-traffic accident Neck Pain in a Medical Center : Retrospective Chart Review (일개 의료기관에 입원한 교통사고 후 환자의 경항통 및 특성에 대한 관찰 : 후향적 챠트 리뷰)

  • Koo, Jieun;Park, Jiwon;Han, Hyeonju;Jo, Hee-Geun
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.35 no.1
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    • pp.36-41
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    • 2021
  • Many prior studies on neck pain after a traffic accident (TA), but there is a lack of research on risk factors for post-TA neck pain in Korea. The purpose of this study was to examine the relationship between post-traffic neck pain and the demographic characteristics of TA patients and to find any factors affecting the neck pain after TA. In this study, 120 TA patients in a Korean medicine hosipital were analysized. The Korean version of the Neck disability Index (NDI) and Numeral Rating Scale (NRS) were used. Data were summarized by frequency(%) and mean(standard deviation). Pearson correlation test, Independent sample t-test, chi-squre test, one-way ANOVA and two-way ANOVA were performed. The IBM SPSS Advanced Statistics for window, version 20.0 was used for statistical processing. All p-values less than 0.05 were considered statistically significant. NDI and NRS were highly correlated. NRS and NDI showed higher scores for women, those in 30s, BMI≥25, and side collisions, but there were no statistically significant differences. For women, the direction of collision was observed to affect NDI. In this study, it was confirmed that the NDI and NRS had a high correlation. However, it was confirmed that sex, degree of obesity, direction of traffic accident collision are not factors that significantly affect the intensity of neck pain and the functional disorder by neck. It is necessary to conduct an additional study by larger scale.

The Determination of Risk Group and Severity by Traffic Accidents Types - Focusing on Seoul City - (교통사고 위험그룹 및 사고유형별 심각도 결정 연구 - 서울시 중심 -)

  • Shim, Kywan-Bho
    • International Journal of Highway Engineering
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    • v.11 no.2
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    • pp.195-203
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    • 2009
  • This research wished to risk type and examine closely driver special quality and relation of traffic accidents by occurrence type of traffic accidents and traffic accidents seriousness examine closely relation with Severity. Fractionate traffic accidents type by eight, and driver's special quality for risk group's classification did to distinction of sex, vehicle type, age etc. analyzed relation with injury degree adding belt used putting on availability for security the objectivity with wave. Used log-Linear model and Logit model for analysis of category data. A head-on collision and overtaking accident, right-turn accident are high injury or death accident and possibility to associate in relation with accident type and seriousness degree. In risk group analysis The age less than 20 years in motor-cycle driver, taxi driver in 41 years to 50 years old are very dangerous. The woman also was construed to the more risk group than man from when related to car, mini-bus, goods vehicle etc. Therefore, traffic safety education and Enforcement for risk group that way that can reduce accident that produce to reduce a loss of lives at traffic accidents appearance a head-on collision and overtaking accidents, right-turn accidents should be studied and as traffic accidents weakness class may have to be solidified.

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