• Title/Summary/Keyword: ordered logit

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Pedestrian Accident Severity Analysis and Modeling by Arterial Road Function (간선도로 기능별 보행사고 심각도 분석과 모형 개발)

  • Beck, Tea Hun;Park, Min kyu;Park, Byung Ho
    • International Journal of Highway Engineering
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    • v.16 no.4
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    • pp.111-118
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    • 2014
  • PURPOSES: The purposes are to analyze the pedestrian accident severity and to develop the accident models by arterial road function. METHODS: To analyze the accident, count data and ordered logit models are utilized in this study. In pursuing the above, this study uses pedestrian accident data from 2007 to 2011 in Cheongju. RESULTS : The main results are as follows. First, daytime, Tue.Wed.Thu., over-speeding, male pedestrian over 65 old are selected as the independent variables to increase pedestrian accident severity. Second, as the accident models of main and minor arterial roads, the negative binomial models are developed, which are analyzed to be statistically significant. Third, such the main variables related to pedestrian accidents as traffic and pedestrian volume, road width, number of exit/entry are adopted in the models. Finally, Such the policy guidelines as the installation of pedestrian fence, speed hump and crosswalks with pedestrian refuge area, designated pedestrian zone, and others are suggested for accident reduction. CONCLUSIONS: This study analyzed the pedestrian accident severity, and developed the negative binomial accident models. The results of this study expected to give some implications to the pedestrian safety improvement in Cheongju.

An Analysis on the Factors Affecting Aquaculture Farmers' Necessity of Aquafarm Management System (어업인의 양식어장 관리제도 도입 필요성 인식에 대한 결정요인 분석)

  • PARK, So-Yeon;PARK, Cheol-Hyung
    • Journal of Fisheries and Marine Sciences Education
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    • v.28 no.4
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    • pp.984-993
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    • 2016
  • This study aims to analyze the aquaculture farmers awareness of aquafarm management system influenced by socio-economic, environmental, and other factors using ordered logit model focused on aquafarm resting system. The survey data were obtained from 94 aquaculture farmers in Gyeongsangnamdo and Jeollanamdo province as a cross sectional data in 2015. This paper estimates the impact of socio-economic, environmental, and other characteristics, such as region, working period, productivity, environmental condition of fishing field, expected effectiveness of the system, and subject of responsibility on fishing field management. Based on the result, lastly, it suggests some implications to promote aquaculture farmers perception and participation in aquafarm resting system. The main results are as follows; the aquaculture farmers consciousness of the system is not affected by working period, productivity, and environmental condition of fishing field. But it is influenced by region, expected effectiveness of the system, and subject of responsibility on fishing field management. While it has a positive relationship with expected effectiveness of the system, it has a negative relationship with object who has responsibility on fishing field management.

Taiwanese consumers' preference for dried persimmons related to the Korean wave

  • Park, Jaehong;Hong, Seungjee
    • Korean Journal of Agricultural Science
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    • v.47 no.3
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    • pp.553-565
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    • 2020
  • This study did an empirical analysis using consumer survey data to determine whether Taiwanese consumers' preference for the Korean Wave affects their preference for Korean dried persimmons. There were 158 effective respondents used for the analysis, and the effects of the Korean Wave was estimated using ordered logit regression. The main results of this study were as follows. First, females more preferred Korean dried persimmons compared to men. Second, it was found that the housewife variable had a statistically significant positive effect at a significance level of 1% indicating that the degree of preference for Korean dried persimmons was higher compared to other occupations. Third, when the main place for purchasing dried persimmons was a department store or a large discount store, the analysis result showed a positive effect at a significance level of 1%. Finally, the Korean wave effect was found to have a statistically significant positive influence at a 1% significance level. In particular, it is worth noting that as the Taiwanese consumers' preference for the Korean Wave increased, the preference for Korean dried persimmons increased, which could be useful information for companies wishing to export Korean dried persimmon products to Taiwan. As a promotional plan for revitalizing Korean dried persimmons in Taiwan, conducting promotional events in conjunction with the Korean Wave, such as K-pop contests, and promoting persimmons that reflect Korean traditional culture should be considered.

A Study on the Factors Concerning Empty Truck Movements (화물자동차 공차통행 발생요인 분석)

  • Hahn, Jin-Seok;Park, Minchoul
    • Journal of Korean Society of Transportation
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    • v.30 no.6
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    • pp.47-57
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    • 2012
  • The purpose of this study is to propose a supplement to current freight demand model by analyzing factors that influence the generation of empty truck movements in regional and urban realms. To achieve this, we examined the relation between the number of empty truck trips and various generators such as truck attributes, origin type and attributes, destination type and attributes, and commodity type. We structured the ordered logit model using 2011 Korea Transport Database (KTDB) data to analyze the generator characteristic of empty truck movements in regional and urban settings. According to the results, the characteristics of regional and urban empty truck movements differed depending on truck attributes, origin type and attributes, destination type and attributes, and commodity type.

The effects of a 52-hour workweek policy on meat consumption patterns in Korea

  • Cho, Jaesung;Jeong, Minkook;Seo, Gangcheol;Lee, Hyungwoo
    • Korean Journal of Agricultural Science
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    • v.48 no.1
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    • pp.83-93
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    • 2021
  • The 52-hour workweek policy in Korea is a system that limits the maximum working hours per week to 52 hours including holiday work, which has been treated separately from overtime work during a week. Although this policy is designed to improve the quality of life and create jobs, it may also reduce the income of some workers. In general, it can be assumed that reduced working hours increase consumption at home. This study analyzed the effect of the 52-hour work policy on meat consumption patterns with the ordered logit model. Major factors considered in this study include working hours, income, and consumption frequency. It distinguished domestic and workplace consumption. The results show that the policy has had an impact on meat consumption patterns both at home and at work. If there is no change in income and only the working hours decrease, meat consumption in households increases. On the other hand, if both income and working hours decrease, household meat consumption decreases. Moreover, reduced working hours decrease the frequency of office happy hour and meat consumption in the workplace. However, the 52-hour workweek policy applies only to workers working more than 52 hours per week; thus, it is difficult to determine the overall effect of the policy on national meat consumption patterns.

Factors affecting consumers' preferences for US beef

  • Yoo, Jeongho;Kim, Sounghun;Yoo, Juyoung
    • Korean Journal of Agricultural Science
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    • v.45 no.4
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    • pp.905-916
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    • 2018
  • The purpose of this study was to analyze factors affecting US beef consumption intention in the future, to identify the causes of US beef import growth and to derive implications and strategies for domestic beef producers. Since the KORUS FTA was signed in 2012, US beef imports in 2017 totaled 379,064 tons, an annual increase of 3.5 percent. US beef imports have been steadily increasing due to cuts in FTA tariffs and changes in consumer preferences. The data used in this study utilized a sample of 3,290 grocery purchasers from the Korea Rural Economic Institute's 2016 Food Consumption Behavior Survey. The analytical method used the Ordered Logit Model to analyze what factors influence a consumer's subjective evaluation. As a result, the major factors affecting US beef consumption intention in the future are price, taste and safety. In particular, it has to do with the recent surge in U.S. imports of good-tasting chilled meat. Because chilled meat does not differentiate the market from Hanwoo beef produced in Korea, it is necessary to have differentiated taste and low price through cost reduction. By age and family group, people aged 30 - 40 years and single-person households are the main consumption group. As a result of this study, it is necessary to establish marketing strategies for producers such as rational pricing, safety, taste promotion, and small-scale sales to extend the demand for Hanwoo beef in the younger generation to enhance the competitiveness of the domestic beef market.

Analysis of Nutrition Teachers' Awareness of Necessity for an Operating School Meal Support Center in Chungnam (충남 영양(교)사의 학교급식지원센터 운영 필요성에 대한 인식 분석)

  • Kim, Jonghwa
    • Korean Journal of Community Nutrition
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    • v.23 no.6
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    • pp.506-515
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    • 2018
  • Objectives: We investigated the operation needs of school meal support centers (SMSC) in Chungnam-do based on analysis of nutrition teachers' perception of them. Methods: The Chungnam government established the first SMSC in 2012. Thirteen SMSCs are currently being operated in Chungnam-do. To analyze the results quantitatively, we investigated nutrition teachers opinions regarding the necessity for SMSCs as a dependent variable and derived the independent variables based on the causal relationships with dependent variables using the ordered logit model. Those independent variables included region, school type, number of students, attitude regarding free meal policy, satisfaction with school meal policy, and preference for local food. Results: Briefly, teachers in the region in which the SMSC was located more strongly supported the SMSC. In addition, teachers in public schools with a smaller number of students believed that having a SMSC is more beneficial, and that other variables also affected the necessity for SMSCs. Moreover, nutrition teachers preferred local foods rather than organic foods because of the unstable supply of organic foods. Conclusions: Based on the results of this study, it was recommended that the local government implement the policy consistently. Moreover, it was recommended that the government operate the SMSC more efficiently, enhance the roles of the SMSC as the local organization responsible for student nutritional planing and expand the coverage of agricultural products.

A Comparative Study on Factors Affecting Housing Satisfaction of Elderly and Non-Elderly Households (고령가구와 비고령가구의 주거만족도 영향요인 비교연구)

  • Lee, DongSung
    • Journal of Urban Science
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    • v.10 no.1
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    • pp.21-28
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    • 2021
  • The purpose of this study is to examine the factors affecting the housing satisfaction of elderly households in comparison with non-elderly households, and to present policy implications in terms of housing welfare policies. For this purpose, this study used ordered logit model analysis using '2019 Housing survey data'. As a result of the analysis, in the case of individual/housing characteristics, the analysis results of the non-elderly household model and the elderly household model were similar. However, in the case of regional characteristics, non-elderly households living in the metropolitan area showed higher housing satisfaction than non-elderly households living in the non-metropolitan area, whereas the elderly households living in the metropolitan area had lower housing satisfaction than the elderly households living in the non-metropolitan area. In addition, the satisfaction variable of neighborhood/environmental characteristics that had the greatest impact on the housing satisfaction of non-elderly households was found to be crime prevention status satisfaction, and the satisfaction variable of neighborhood/environmental characteristics that had the greatest impact on the housing satisfaction of elderly households was air pollution satisfaction. The results of the analysis can be used as various reference materials when establishing housing welfare policies for elderly households.

Investigation on the Health Inequality in China (중국 건강불평등 현상에 대한 고찰)

  • Xue, Mi;Lim, Jae Young
    • International Area Studies Review
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    • v.20 no.2
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    • pp.175-194
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    • 2016
  • In this study, we aimed to identify the impact of socioeconomic characteristics on the health status of Chinese, which suggests that there might be the phenomena of health inequality in China. We used the year 2000, 2004 and 2009 pooled cross-sectional data of China Health and Nutrition Survey (CHNS), and utilized the Ordinary Least Square model (OLS) and Ordered Logit Estimation Method for this purpose. Empirical results showed that socioeconomic status and year dummy variables have a meaningful impact on Chinese health status. Therefore, we conclude that the phenomenon of health inequality has existed in China since 2000.

The Role of Clients in Software Projects with Agile Methods (애자일 방법론을 사용한 소프트웨어 프로젝트에서의 사용자 역할 분석)

  • Kim, Vladimir;Cho, Wooje;Jung, Yoonhyuk
    • Journal of Intelligence and Information Systems
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    • v.25 no.3
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    • pp.141-160
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    • 2019
  • Agile methodologies in software development, including the development of artificial intelligence software, have been widespread over the past several years. In spite of the popularity of agile methodologies in practice, there is a lack of empirical evidence to identify determinants of success of software projects in which agile methods are used. To understand the role of clients in software project where agile methods are used, we examine the effect of client-side factors, including lack of user involvement, unrealistic client expectations, and constant changes of requirements on project success from practitioners' perspective. Survey methods are used in this study. Data were collected by means of online survey to IT professionals who have experience with software development methodologies, and ordered logit regression is used to analyze the survey data. Results of our study imply the following managerial findings. First, user involvement is critical to project success to take advantage of agile methods. Second, it is interesting that, with an agile method, constant changes of client's requirements is not a negative factor but a positive factor of project success. Third, unrealistic client expectations do negatively affect project success even with agile methods.