• 제목/요약/키워드: probit analysis

검색결과 209건 처리시간 0.027초

도로변 수직구조물 충돌사고의 심각도 영향요인에 관한 연구 (Crash Severity Impact of Fixed Roadside Objects using Ordered Probit Model)

  • 임준범;이수범;윤덕근;박재홍
    • 한국도로학회논문집
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    • 제18권6호
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    • pp.173-180
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    • 2016
  • OBJECTIVES : Fixed roadside objects are a threat to drivers when their vehicles deviate from the road. Therefore, such roadside objects need to be suitably dealt with to decrease accidents. This study determines the factors affecting the severity of accidents because of fixed roadside objects. METHODS : This study analyzed the crash severity impact of fixed roadside objects by using ordered probit regression as the analysis methodology. In this research, data from 896 traffic accidents reported in the last three years were used. These accidents consisted of sole-car accidents, fixed roadside object accidents, and lane-departure accidents on the national highway of Korea. The accident severity was classified as light injury, severe injury, and death. The factors relating to the road and the driver were collected as independent variables. RESULTS : The result of the analysis showed that the variables of the crash severity impact are the collision location (left side), gender of the driver (female), alcohol use, collision facility (roadside trees, traffic signals, telephone poles), and type of road (rural segments). Additionally, the collision location (left side), gender of the driver (female), alcohol use, collision facility (street trees, traffic signals, telephone poles), and type of road (rural segments), in order of influence, were found to be the factors affecting the crash severity in accidents due to fixed roadside objects. CONCLUSIONS : An alternative solution is urgently required to reduce the crash severity in accidents due to fixed roadside objects. Such a solution can consider the appropriate places to install breakaway devices and energy-absorbing systems.

노동관련 CSR 수행이 종업원의 조직몰입에 대한 기업의 기대수준에 미치는 영향 (Performing CSR-Labor Standard Index and Corporate's Expectation Level to Raise the Employee's Job Satisfaction and Morale)

  • 권순원;김소영;이호선
    • 한국콘텐츠학회논문지
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    • 제9권2호
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    • pp.242-251
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    • 2009
  • 본 연구는 CSR-노동기준 실행이 종업원 직무만족 및 조직몰입에 대한 기업의 기대수준에 미치는 영향을 분석하였다. 순서형 프로빗(Ordered Probit) 분석기법을 사용한 결과 평균적으로 CSR-노동기준의 실행수준이 높은 기업은 이러한 활동을 통해 종업원의 직무만족 및 조직에 대한 몰입이 향상될 수 있을 것으로 기대하고 있으며, 개별 지표들의 실행수준도 기대수준과 유의한 양의 관계에 있음을 확인할 수 있었다. CSR-노동기준 전체를 분석에 이용한 결과 기준지표 3인 '차별 없는 직장'과 기준지표 7인 '건강하고 안전한 직장'의 계수가 유의하게 나타났다. 따라서 차별 없고 안전한 직장을 만들기 위해 노력하는 기업일수록 종업원의 직무만족 및 조직몰입에 대한 기대가 높은 것을 확인할 수 있다. 아울러 본 논문의 분석결과 CSR-노동기준지표의 설계가 적절하게 이루어진 것으로 판단할 수 있다.

Relationship between the leadership style and organizational effectiveness : Job crafting mediation effect

  • Lee, Sang-Young;Yang, Hae-Sool
    • 한국컴퓨터정보학회논문지
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    • 제22권10호
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    • pp.167-177
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    • 2017
  • In this paper, we propose the role of job crafting in the relationship between leadership and organizational effectiveness in voluntarily carrying out each member's assigned tasks. This study surveyed the manufacturing, construction, service industries in Seoul and Gyeonggi province, identified the type of leadership they recognized, and empirically analyzed the organizational effectiveness of leadership. The purpose of this paper is to grasp the types of leadership acknowledged by the industry of manufacturing, construction, and service, and also to empirically analyze the organizational effectiveness of the leadership. The study measures the organizational effectiveness in terms of the job satisfaction, organizational commitment, and organizational citizenship behavior while classifying the leadership into coaching leadership, transformational leadership, and sensible leadership. In addition, the strictness of the analysis is imposed by estimating the simple least square model and ranking probit model. The results of the least square model is summarized as the following. Regardless of the different defining terms of organizational effectiveness, transformational leadership was shown to have the greatest organizational effectiveness. Sensible leadership positively effected job satisfaction whereas coaching leadership positively effected job satisfaction and organizational effectiveness. Compared to transformational leadership and coaching leadership, the impact of the sensible leadership was very much limited. The result of the ranking probit model is summarized as the following. First, sensible leadership had a positive impact on the member's job satisfaction and organizational commitment. Second, regarding the organizational citizenship behavior, coaching leadership showed greater impact than transformational leadership. This results contradicts the results from the simple least square model. If similar studies were to be conducted in the future, two models and the results must be compared. Third, as the leadership score increases by 1 point, there is greater possibility of having more than 4 points for all job satisfaction, organizational commitment, organizational citizenship behavior. Lastly, the analysis proves that job crafting has the mediation effect between the leadership and organizational effectiveness.

순서형 프로빗 모형을 적용한 고속도로 화물차 사고 심각도 (Injury Severity Analysis of Truck-involved Crashes on Korean Freeway Systems using an Ordered Probit Model)

  • 강찬모;정연식;장유진
    • 대한토목학회논문집
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    • 제39권3호
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    • pp.391-398
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    • 2019
  • 일반적으로 화물차 사고는 일반 승용차 사고 대비 심각도가 높은 것으로 알려져 있으며, 최근 국내 화물차 사고 발생건수 및 사망률은 지속적으로 증가하고 있는 추세이다. 그러나 국내 화물차 사고 심각도 관련 연구는 매우 제한적으로 수행되었다. 이러한 배경 하에 본 연구는 국내 고속도로에서 과거 6년간 발생한 화물차 사고 심각도를 분석하여 화물차 사고 심각도에 영향을 미치는 인자를 도출하고자 한다. 분석을 위해 순서형 프로빗 모형이 적용되었으며 총 10개의 주요 인자가 도출되었다. 이중 8개 인자(나이가 많을수록, 졸음운전의 경우, 추돌 사고의 경우, 사고 후 전도나 전복이 된 경우, 사고 후 화재가 발생한 경우, 사고에 포함된 차량 수가 많을수록, 충돌 속도가 높을수록, 야간주행(0-6시)에 발생한 사고의 경우)는 사고 심각도가 높아지는 것으로, 2개 인자(눈이 오는 경우, 단독차량사고의 경우)는 감소시키는 것으로 나타났다. 본 연구 결과는 국내 고속도로 화물차 사고 심각도를 낮추기 위한 정책 수립 시 기반 자료로 활용할 수 있을 것으로 기대된다.

농업 신기술 도입여부에 영향을 미치는 요인분석 -참외 보온덮개 자동개폐기를 중심으로- (Effect Analysis of Introduction of New Agricultural Technology - Case Study Base on Automatic Switch for Heat Insulating Covering -)

  • 최돈우;연일권;도한우;임청룡
    • 농촌계획
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    • 제18권2호
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    • pp.39-45
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    • 2012
  • The objective of this study was to analyze the determinant factors in the new agricultural technology acceptance targeted to the automatic switchgear for heat-retaining mulching used on the oriental melons farms. The probit and the logit models were estimated using survey data. The result indicated that the level of income, innovativeness, and reliability are important factors of the new agricultural technology acceptance. Therefore, it is considered the level of income, innovativeness, and reliability in advance to extend the new agricultural technology quickly.

Bayesian Analysis of a New Skewed Multivariate Probit for Correlated Binary Response Data

  • Kim, Hea-Jung
    • Journal of the Korean Statistical Society
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    • 제30권4호
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    • pp.613-635
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    • 2001
  • This paper proposes a skewed multivariate probit model for analyzing a correlated binary response data with covariates. The proposed model is formulated by introducing an asymmetric link based upon a skewed multivariate normal distribution. The model connected to the asymmetric multivariate link, allows for flexible modeling of the correlation structure among binary responses and straightforward interpretation of the parameters. However, complex likelihood function of the model prevents us from fitting and analyzing the model analytically. Simulation-based Bayesian inference methodologies are provided to overcome the problem. We examine the suggested methods through two data sets in order to demonstrate their performances.

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LPG 저장탱크의 폭발에 대한 정량적 영향평가에 관한 연구 (A Study on the Quantitative Analysis for Explosion of LPG Storage Tank)

  • 임사환;허용정
    • 한국가스학회지
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    • 제17권3호
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    • pp.1-7
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    • 2013
  • LPG 충전소에서 발생하는 폭발의 피해를 Hopkinson의 삼승근법을 이용하여 계산하고, 건물과 인체에 미치는 영향을 프로빗 모델에 적용하여 피해예측을 평가하였다. 현재 국내에서 가장 많이 운용하는 20ton 저장탱크를 대상으로 누출량 10%를 프로빗 모델에 적용하여 계산하면 LPG 충전소에서의 안전거리는 각각 건물(손상)은 260m 이며, 인체(폐출혈 사망)는 30m이다.

Identifying factors of willingness to participate in Greenhouse Gas Reduction Projects in the agricultural sector

  • Hak Kyun Jeong;Seon Hwa Jeong;Jae Hwan Han
    • 농업과학연구
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    • 제49권4호
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    • pp.737-747
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    • 2022
  • The purpose of this study is to analyze farmers' perceptions of Greenhouse Gas Reduction Projects and identify factors influencing participation in the projects. To achieve the research objective, a survey was conducted and a probit model was adopted for the empirical analysis. The results showed that farmers do not participate in the projects due to a lack of education and promotion and due to economic loss. It also showed that the frequency of training and technical guidance learning, degree of recognition of the need for efforts to reduce greenhouse gases, and the level of recognition of the projects concerned have a positive impact on the willingness to participate in the projects. Meanwhile, participation in agricultural environment conservation programs has a negative impact on it. Enhancement of education and promotion as well as economic support (direct payment, R&D) would be useful to raise the willingness to participate in the projects.

차세대 통신서비스 환경에서 3GPP LTE-Advanced 도입과 와이브로(WiBro) 활성화 요인분석 (An Analysis of 3GPP LTE-Advanced Service Introduction and WiBro Active Factors in the Next-generation Telecommunications Service Environment)

  • 이용석;조상섭;강신원
    • 정보화정책
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    • 제18권1호
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    • pp.45-54
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    • 2011
  • 본 연구는 와이브로(WiBro) 가입과 3GPP LTE-Advanced 가입이 동시에 이루어지는 통신서비스 환경에서 통신서비스선택행위결정모형에 대한 분석을 목적으로 한다. 2009년 수도권 이동통신가입자 500명을 중심으로 설문 조사한 자료를 바탕으로 선택모형을 분석하였다. 분석결과는 첫째, 미래 통신서비스 사용자의 유망한 두 종류 선택상황에서 와이브로 선택과 3GPP LTE-Advanced 선택행위는 서로 높은 보완적 연관성을 보였다. 둘째, 이변량 프라빗 모형추정 결과 연령, 지출액 그리고 소득변수는 와이브로와 3GPP LTE-Advanced 선택행위에 중요한 영향을 미치는 결정변수로 나타났다. 반면 성별, 사용연수 그리고 이동통신제공 통신사에 관련된 변수는 두 통신서비스 선택의 중요한 변수로 작용하지 못했다. 이 분석 결과는 단일 프라빗 및 이변량 프라빗추정결과에서 동일하게 나타났다. 마지막으로 이변량 프라빗 추정결과를 이용하여 두 통신 서비스 가입전망을 실시한 결과, 와이브로 선택전망이 28.6% 그리고 3GPP LTE-Advanced 가입전망이 25.3%로 나타났다. 또한 두 통신서비스를 동시에 가입할 확률은 19.3%로 나타났다. 따라서 와이브로 선택확률이 3GPP LTE-Advanced 선택확률 보다 높게 나타났다. 분석결과의 시사점은 미래 통신서비스 선택은 근본적으로 경제적인 요인 즉 소득 및 통신비 지출정도에 의하여 결정될 것으로 볼 수 있다.

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친환경농산물가공식품 소비의향 수준별 지불의향금액 분석 (An Analysis of the Amount of Willingness to Pay for Environment-friendly Agricultural Processed Foods by the Level of Consumption Intention)

  • 정학균;한재환
    • 한국유기농업학회지
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    • 제26권4호
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    • pp.543-558
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    • 2018
  • The purpose of this study is to analyze the amount of willingness to pay for environment-friendly agricultural processed foods by the level of consumption intention. To accomplish the objective of the study a consumer survey was conducted for quantitative analysis regarding consumption pattern. The ordered-probit selection model, Heckman-type two-stage method was employed for an empirical analysis on determining the amount of willingness to pay. The estimation results showed that in the case of consumers who are to keep their consumption at the present level, those with high quality contentment compared to price, brand contentment, and purchasing chiefly in the special store, have the higher amount of willingness. The estimation results also showed that in the case of consumers who are to increase their consumption, those with high quality contentment compared to price, brand contentment, certificate contentment, and having family members who suffer from diseases such as atopy, cancer, diabetes, high blood pressure, have the higher amount of willingness. Therefore For those who are to increase their consumption, enhancement of quality, enhancement of contentment with certificate, promotion are useful to increase the amount of willingness to pay.