• Title/Summary/Keyword: Ordered Logit model

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The Comparision of the Influencing Factors on the Subjective Health Status of the Urban-Rural Elderly (도시-농촌 노인의 주관적 건강수준에 영향을 미치는 요인에 대한 비교)

  • Lee, Jeong Hun;Lee, Hee Yeon
    • Journal of the Korean association of regional geographers
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    • v.22 no.3
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    • pp.553-565
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    • 2016
  • Population aging has been an increasing social issue and the elderly health has become one of the most urgent public attentions in Korea. The aims of this paper are to compare the subjective health status according to the personal characteristics, social networks, and daily leisure activities of the urban-rural elderly, and to analyze the influencing factors of their subjective health status. Using 2011 elderly survey data, ordered logit Model was established to extract influencing factors of the elderly health status. The results show that socioeconomic and demographic characteristics of individual as well as frequent social contacts and daily activities within neighborhood environments influence the level of health status of the elderly. The most significant factors affecting the elderly health are personal economic conditions such as the education achievement level and household income. The elderly who visit an elderly welfare center in Seoul has almost 1.82 times higher odds of increasing health status level than not to visit an elderly welfare center. This study may give some important policy implications of the elderly health promotion strategy in urban-rural communities.

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Analysis on the Factors Affecting the Satisfaction of Underground Shopping Center -From the cases in Busan Metropolitan Region- (지하도 상가 만족도에 영향을 미치는 요인 분석 -부산시 사례를 중심으로-)

  • Han, Seung-Uk;Jang, Jin-Hyeok;Choi, Yeol
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.11
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    • pp.297-307
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    • 2017
  • There are many underground spaces available in an urban environment and they represent an important factor for efficient land use. Especially, underground shopping centers perform both physical and commercial functions at the same time and are frequently used as a means of achieving the revitalization of the city center. However, the underground shopping centers that were developed in the past sometimes led to recession due to their deterioration. This study was carried out for the purpose of proposing alternative methods for the (revitalization) of underground shopping centers. A survey was conducted on seven underground shopping centers in the Busan metropolitan area to understand the factors that determine their user satisfaction and future improvement. The survey data was analyzed using an ordered logit model. As a result of the analysis, service satisfaction, underground environment satisfaction and public facility satisfaction were selected as significant variables. It was concluded that it is necessary to take these factors into consideration, appropriately, when developing a new or renewing an existing underground shopping mall.

The Important Factors in Security for Introducing the Cloud Services (클라우드 서비스 도입을 위한 보안 중요도 인식에 대한 연구)

  • Yoon, Young Bae;Oh, Junseok;Lee, Bong Gyou
    • Journal of Internet Computing and Services
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    • v.13 no.6
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    • pp.33-40
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    • 2012
  • The cloud service has become the significant factor to save the IT operation cost and to improve the productivities in companies. It was introduced to Korea for enterprise services of major companies in 2008. As the increase of recognition for its effect, more small businesses and public institutions plan to introduce the cloud computing services. The cloud computing researches have only focused on the security threats and response technologies to them. Therefore, this research analyzed the importances of responses to security threats in specific domains. The domains were divided into managerial, physical, and technical security. The specific factors in three domains were used for the analysis in this research as well. The ordered logit model was used for the analysis and the analysis results showed that physical security and managerial security are considered to be significantly important in the cloud computing security. The results also presented that the security policy, the control and surveillance to service infrastructure, and application security are highly important in the respect of specific factors. This research will contribute to enterprises or institutions in Korea, which want to introduce the cloud computing services, by aiding the establishment of effective security strategies.

Analysis of the Implementation of the Residential Improvement Project Considering Land and Building Characteristics - The Case of Busan Metropolitan City (토지 및 건축물특성에 따른 정비사업 추진 분석 - 부산광역시 사례를 중심으로 -)

  • Jang, Jin Hyeok;Moon, Jae Soon;Choi, Yeol
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.38 no.2
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    • pp.337-347
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    • 2018
  • The government has been operating residential improvement projects through the "Act on the Maintenance and Improvement of Urban Areas and Dwelling Conditions for Residents" as a type of a remedial measure for deteriorated residential areas. However, in recent years, the residential improvement projects have experienced difficulties due to the effects of various factors including the slowdown in economic growth. After observing the depression in a number of projects, various studies have been carried out to investigate the causality and improve the promotion of the residential improvement projects. In the trend of research, this study aims to analyze the effects of land and building characteristics on the improvement projects of Busan Metropolitan City. The dependent variables of the study represent different phases of improvement project as specified in the "Act on the Maintenance and Improvement of Urban Areas and Dwelling Conditions for Residents". The independent variables represent land and building characteristics which refer to the criteria used in the designation process of maintenance area according to the act. The empirical analysis uses the ordered logit model. The results from the analysis suggest that geographical condition, factors related to the number of union members, factors related to the parcel price and condition of a location have impact on the promotion of the improvement project. The results of the analysis show that majority of the factors are related to the economic feasibility of the projects. Residential improvement project is a part of urban planning projects that rehabilitates deteriorated residential environment, and it is closely associated with the quality of life of public. Accordingly, we hope that such projects are reasonable and take effective approach to those with urgent needs rather than to focus on profitability. Also, potential administrative and economical loss should be avoided by taking necessary planning measures in advance.

Analyzing Community CPTED Perception of Local Residents in the School Areas (학교 주변 커뮤니티 CPTED에 관한 지역 주민의 인식 연구)

  • Ko, Eun Bi;Lee, Jae Song;Chung, Seung Yun;Choi, Yeol
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.37 no.5
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    • pp.891-903
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    • 2017
  • In recent days, school violence has been rising as a significant social problem. The occurrence of school violence can be fueled by a wide range of social and environmental contexts, thus it is very difficult to come up with the ultimate solution. Community CPTED program is one of the more comprehensive set of efforts that has been developed to prevent crime in general, and the primary focus of the study is to investigate suitable components of CPTED to prevent school violence based on the physical conditions of communities as well as the perception of residents outside of school grounds, in the vicinity of schools. Three sets of analyses in series were employed in the research. First, Ward's minimum-variance cluster analysis was used to classify the places where school violence can occur outside of school grounds based on the physical conditions recognized by local residents. Next, Importance-Performance Analysis was performed to analyze the perception of local residents about the importance and the effectiveness of CPTED components in preventing school violence. Subsequently, Ordered Logit Model was used to analyze the local residents' awareness on safety regarding school violence in their community space. Combining the results of the analyses, the priority of the community CPTED applications to prevent school violence outside of school was derived. Reflecting the local residents' perception on safety of students in their community, the sense of security in communities against school violence can be reinforced by the communities' sensible efforts in creating safer environment for their students.

A Study on Retailers' Recognition about Commercial Power Altering Due to Urban Regeneration Project : Case of Changwon Urban Regeneration Priority Project (도시재생사업에 따른 상인들의 상권 변화 인식에 관한 연구 : 창원시 도시재생 선도사업 사례)

  • Park, Jin Ho;Choi, Yeol
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.38 no.5
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    • pp.771-782
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    • 2018
  • The purpose of this study is to empirically analyze local retailers' recognition of commercial power altered by urban regeneration. For the purpose of this study, analysis is performed on pilot urban regeneration priority projects implemented in the city of Changwon. Although regeneration of commercial districts directly affect the local retailers therein, little research has been carried out to examine how they recognize such changes. This study, therefore, identifies those factors that have influence on the recognition of local retailers who would be aware of the alteration of their commercial power more immediately than others do. Using an ordered logit model, empirical analysis on two pilot projects for Odong-dong and Chang-dong indicates that retailers in Odong-dong are more likely to have a negative recognition toward the altered business areas. For the both districts, recognition of business area alterations is affected with statistical significance by how long they have run their shops, how many employees they hire, and whether they believe that the urban regeneration has resulted in gentrification. For each of the mentioned district, recognition in Odong-dong is significantly impacted by the number of employees and recognized rent changes, while in Chang-dong, the age of retailers and the perceived presence of gentrification have statistically significant influence. Issues found by this study need to be addressed prior to the upcoming 'Urban Regeneration New Deal Project', which then will bring satisfaction to each and every local residents including those retailers.

Determinants of Re-Subscription Period of Early Termination Subscribers of Reverse Mortgage (주택연금 중도해지자의 재가입 소요기간 결정요인 분석)

  • Ryou, Ki Yun;Choi, Yeol
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.42 no.6
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    • pp.869-877
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    • 2022
  • This study aims to analyze the factors affecting the re-subscription period upon initial termination of the reverse mortgage subscription. The study utilized the Korea Housing Finance Corporation's database to extract the information regarding re-subscribers of the reverse mortgage from July 2007 to June 2021. The ordered logit model was employed and found that a set of user (subscriber) characteristics are influential towards the re-subscription period. Among the individual characteristics, changes in age group, marital status from married to single-living, maintaining single-living, and the initial subscription period were found statistically significant, highlighting that the increase in the initial subscription period decreased the re-subscription period. Among the housing (home equity) characteristics, changes in housing price and ownership type (single and partial ownership) were statistically significant, indicating that the change in ownership type decreases the re-subscription period. Lastly, the variables related to loan terms were found significant, revealing that changes in payout method and schedule were both increasing factors of the re-subscription period. Based on the findings, necessary policy implications can be considered to secure the returning subscribers of the reverse mortgage effectively.

Determinants of Utilization & Satisfaction for the Exploit of Community Centers in Rural Area (농촌지역 마을회관 이용 활용도와 만족도에 관한 결정요인 분석)

  • Lee, Byoung-Hoon;Kim, Dong-Weon;Park, Hye-Jin;Yun, Yeong-Seok
    • Journal of Korean Society of Rural Planning
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    • v.18 no.4
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    • pp.27-34
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    • 2012
  • The purpose of this study is to analyze the community center users' the determinants of utilization & satisfaction for the exploit and to draw out the implication as to what are the influencing factors. The ordered logit model approach was used to examine the determinants. For the use of community center, we surveyed by mail subjecting on rural residents for one month, June 2012, analyzed 625 valid questionnaires. The findings are as follows. First, 'Facility-Satisfaction', 'Education', 'Exploit-Frequency' and 'Age' are the most important factors which affect users' satisfaction. Second, 'A meeting hall function', 'Cultural & Educational function', 'Social & Organizational function', and 'functional criticality function' influence the attributes of users' utilization. Therefore, it is needed to establish the various functions of community center and to prepare the vitalization plan in futuristic viewpoint reflecting the change of rural area. In addition, since there is no clear entity to supervise community center administratively, policy support system to community center should be equipped. Along with these, it is needed to develop managing and operation model for customized community center.

A Study on the Characteristics of Urban Truck Movement for the Truck based Urban Freight Demand Model (화물자동차기반 대도시 화물수요모형 구축을 위한 화물자동차 통행특성 분석)

  • Hahn, Jin-Seok;Park, Min-Choul;Sung, Hong-Mo;Kim, Hyung-Bum
    • Journal of Korean Society of Transportation
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    • v.30 no.3
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    • pp.107-118
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    • 2012
  • The purpose of the study is to analyze the travel characteristics of freight trucks in metropolitan areas, focusing on activity generation, destination choice, and trip chaining behaviors. The results showed that the number of service companies at departure areas has a primary influence on the activity generation pattern and destination choice behavior of trucks in metropolitan areas. The number of trips within a trip chain is largest, in case where the prevailing industry in destination areas is wholesale or retail and the shipment item is food or beverage. These results imply that for the reasonable estimation of truck travel demand both the trip chaining behaviors and the industrial compositions in departure and destination areas should be separately considered for each type of commodity.

An Analysis on the Current Farm Management Record Practices and Characteristics (농업인의 경영기록 실태 및 특성 분석)

  • Lee, Sang-Hak;Choi, Se-Hyun;Son, Chan-Soo;Ha, Hyun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.7
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    • pp.2937-2948
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    • 2012
  • Record-keeping is one of the most fundamental practices in good farm management as it shows a systemic managerial and analytic data essential for a successful farm operation. Despite such obvious benefits in record-keeping, however, today`s farmers do not take advantage of this practice for various reasons. To make the matter worse, not much research has been done to resolve this incompatibility. Therefore, it is urgent for both the government and the farmers to come up with a better method or book of record-keeping that will show the farmers where their operation has been in the past, where it is now, and where it is heading in the future. This study will survey and analyze the current status of record-keeping practice among farmers using statistic models such as logit and ordered probit model. The results showed that the majority of the farmers lack knowledge about management record. Also, appropriate record-keeping books and related education were not available. Therefore, the government should develop and provide farmers with record-keeping books that are easy to use and at the same time giving proper education about agricultural management skills. Finally, this study suggests some improvement plans about agricultural record-keeping based on the results drawn.