• 한국지역지리학회지
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• 제20권4호
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• pp.444-453
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• 2014

환경위험의 피해가 환경불평등과 사회불평등의 상호작용으로 인해 환경약자가 더 많이 피해를 받게 되는 환경 피해 불평등이 심화될 것으로 전망되고 있다. 본 연구는 서울시를 대상으로 미국 캘리포니아 환경보호청에서 개발한 환경보건 스크리닝 툴을 적용하여 통합적인 지역 규모의 누적영향을 평가하였다. 환경보건 취약지역을 스크리닝하기 위하여 환경노출과 건강영향의 환경부담, 민감집단과 사회경제적 요인의 인구특성에 따라 10개 지표를 선정하였다. 환경보건 스크리닝 툴을 통하여 2009~2011년 서울시 누적영향평가를 실시한 결과, 서울의 강서와 강남지역에서 위험요인이 높게 나타났며 강서지역은 환경부담과 인구특성 모두에서 위험요인이 높았고, 강남지역은 환경부담요인이 높은 것으로 나타났다. 연구결과는 민감 취약계층 등 환경약자를 고려한, 공정하고 효율적인 환경정책을 추진하기 위한 과학적인 근거를 제공할 수 있다.

• 한국지역지리학회지
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• 제18권1호
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• pp.118-127
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• 2012

본 연구에서는 지리정보시스템의 공간분석 기법을 활용하여 동물병원의 공간분포 특징을 분석하였다. 그리고 분석을 위해 필요한 기초자료인 동물병원 GIS 데이터는 인터넷의 Open API를 통하여 서비스되는 검색 기능을 활용하여 조사하고 구축하였다. 연구결과 2011년 현재 전국에 약 4,100 곳의 동물병원이 조사되었으며, 이들 중 47%인 1,960 곳이 수도권에 집중적으로 분포하고 있었다. 서울에 위치하는 동물병원의 입지요인을 분석한 결과 여성 인구의 비율이 높으면서 인구가 많고, 주거형태는 아파트인 지역으로 나타났으며, 여성인구만을 고려하였을 때는 일반적으로 25~44세의 연령층이 많이 거주하는 지역에 동물병원의 수가 상대적으로 많았다. 접근성은 대중교통인 지하철보다는 자가용과 도보로 접근이 가능한 도로변에 주로 입지하는 것으로 나타났다.

• 농촌의학ㆍ지역보건
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• 제41권4호
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• pp.183-194
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• 2016

Objectives: The purpose of this study was to investigate the differences of capacity of local health organization to regional characteristics and the influence of organizational capacity on organizational performance. Methods: The study used the secondary data for 160 local public health organizations from $5^{th}$ Community Health Plans and 2009 Community Health Survey. The collected data were analyzed using one-way ANOVA and multiple regression analysis. Results: Work force and budget showed differences in regional size and elderly population rate. And consumer satisfaction and health care utilization showed differenced in work force and budget. The regression model with total number of employee, number of registered nurses, number of doctors and budget against consumer satisfaction was statistically significant (F=14.70, p=<.001), and number of registered nurses was identified as a factor influencing consumer satisfaction. This model also explained 20.5% of service satisfaction. The regression model for consumer satisfaction was statistically significant (F=45.98, p=<.001), and total number of employee nurses was identified as a factor influencing health care utilization. This model also explained 53.1% of utilization. Conclusions: The findings of this study imply that organizational capacity as work force and budget should be increased to improve the organizational performance as consumer satisfaction and health care utilization.

• 동아시아식생활학회지
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• 제24권6호
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• pp.906-914
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• 2014

This study conducted an exploratory factor analysis to examine how consumers' confidence on the local foods used at tasty farm eateries influence their purchase behaviors. The four factors of perception of local foods used at tasty farm eateries and the factors of consumer confidence and purchase behaviors were extracted for a reliability analysis, correlation analysis of variables, and simple and multiple regression analysis. The following are the findings: first, among the four factors of perception of local foods used at tasty farm eateries, safety, sociality and product value had statistically significant influences on consumer confidence, whereas regional economic value did not. In other words, safety referring to the nutritional value and sanitary safety of food ingredients used for the native foods at the tasty farm eateries, product value referring to the characteristics differentiated from general Korean cuisine, and sociality referring to the various related experiences for the interests in farm culture and local food, leads to consumer confidence, whereas regional economic value referring to farm household income, local job creation, and development of farm tourism does not. Second, consumer confidence had a statistically significant positive impact on consumers' purchase behaviors. Among the five principles of local foods, reliability is the most important factor. When consumers gain confidence on local food items and are satisfied with them, they make additional purchases and revisits. Therefore, confidence is a very important aspect for the loyalty and sustainability of business.

• 한국지리정보학회지
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• 제9권2호
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• pp.217-226
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• 2006

우리나라에서는 지방자치제의 실시와 더불어 지방도시의 발전이 강조되면서 지역적 특성에 부합하는 다양한 지방중소도시의 발전이 요구되고 있다. 지금까지의 대도시와 이들 주변의 중소도시에 대한 정책은 각종 정보나 연구결과가 부족한 상태에서 그 지역의 성격을 모른 체 성장 거점적 전략과 재분배 중심적인 전략이 공존하는 이중 관리적인 국토개발정책의 흐름속에서 뚜렷한 정책목표와 실천수단을 갖지 못했다. 따라서 본 연구는 부산과 주변도시의 지역성분을 규정하는 주요인자의 구성과 이들 지역간의 특성을 분석하여 부산과 경남의 지역특성을 알아보고 변화과정을 분석하여 향후 대도시와 주변도시의 정책에 대한 기초자료를 제공하는데 있다. 인자분석으로 지역의 특성을 살펴본 후 군집분석을 통하여 지역별로 유형화 시켰다. 그 결과 부산 경남의 지역구조는 대부분의 산업지역이 동남권으로 편중됨을 알 수 있었고, 지역불균형에 따른 지역 주도의 개발이 활성화되어야 한다는 결과가 도출되었다.

• 산업경영시스템학회지
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• 제47권1호
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• pp.41-50
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• 2024

Korea is facing a significant problem with historically low fertility rates, which is becoming a major social issue affecting the economy, labor force, and national security. This study analyzes the factors contributing to the regional gap in fertility rates and derives policy implications. The government and local authorities are implementing a range of policies to address the issue of low fertility. To establish an effective strategy, it is essential to identify the primary factors that contribute to regional disparities. This study identifies these factors and explores policy implications through machine learning and explainable artificial intelligence. The study also examines the influence of media and public opinion on childbirth in Korea by incorporating news and online community sentiment, as well as sentiment fear indices, as independent variables. To establish the relationship between regional fertility rates and factors, the study employs four machine learning models: multiple linear regression, XGBoost, Random Forest, and Support Vector Regression. Support Vector Regression, XGBoost, and Random Forest significantly outperform linear regression, highlighting the importance of machine learning models in explaining non-linear relationships with numerous variables. A factor analysis using SHAP is then conducted. The unemployment rate, Regional Gross Domestic Product per Capita, Women's Participation in Economic Activities, Number of Crimes Committed, Average Age of First Marriage, and Private Education Expenses significantly impact regional fertility rates. However, the degree of impact of the factors affecting fertility may vary by region, suggesting the need for policies tailored to the characteristics of each region, not just an overall ranking of factors.

• Journal of the Korean Data and Information Science Society
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• 제26권4호
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• pp.1007-1015
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• 2015

The purpose of this study was to explore the prevalence of hypertension in Haiti and to describe regional characteristics, and thus to speculate Haitian specific regional risk factors. This is a descriptive and comparative study. Subjects were 145 male/female Haitians, who aged between 30 and 59 and have lived in rural areas, had their hypertension indicators being screened. Data were analyzed with descriptive statistics, t-test and ANOVA. More than four fifth of the subjects (82.8%) showed pre-hypertensive or moderate to severe hypertensive condition. 65.5% of the total had abnormal pulse pressure ($PP{\geq}50$) and 13.8% of the sample showed tachycardia (Heart $Rate{\geq}100$). Female Haitian tended to have higher diastolic blood pressure and faster heart rate than male Haitian. The residents who lived in Part 5-1 area with less accessibility to drinking water tended to have higher systolic and diastolic pressure. Hydration status of Haitians was highly considered as an affecting factor on the distribution of hypertension as evidenced by different level of accessibility to drinking water.

• 자원환경지질
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• 제33권1호
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• pp.51-59
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• 2000

As a part of natural hazard assessment, regional slope stability analysis was conducted using Geoscientific Information System (GIS) in the northern area of Chungju Lake. Selected factors which affect the slope stability in the study area were lithology, soil, density of lineament, groundwater level, dip of slope, aspect of slope, and geological engineering properties. Geological structural domains were determined by collected data of joint orientation from about 200 sites in order to produce a slope instability map. Potential type of failure and its direction could be expected through the domains. And a slope instability map was produced, comparing the representative orientations of the domains with the orientations of the slopes which were made through TIN module in ARC/INFO. Under the consideration of environmental geological characteristics of the study area, rating and weighting of each factor of slope stability analysis were decided and spatial analysis of regional slope stability was couducted through overlaying technique of GIS. The result of areal distribution of slope stability showed that the most unstable area was the area between Mt. Pudae and Mt. Jubong, and the northern area of the railway station, Samtan.

• 농촌계획
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• 제17권3호
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• pp.1-13
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• 2011

This study aims to analyse the landscape ecological characteristics of 39 rural villages in Korea and classify them according to their characteristics. After producing a land-use map of rural villages, this study quantified the landscape ecological characteristics of the subject sites as 18 landscape indexes using Fragstats. By applying the landscape index as a variable, selecting 4 factor through principal component analysis and conducting a cluster analysis, it classified them into 3 groups. Rural villages of Korea have their unique types of land-use due to the influence of physical environment such as geography, climate and ecology as well as the social and cultural influence, and the characteristics of land-use can be analysed and classified using the landscape index, the quantified landscape ecological characteristics.

• 한국지역지리학회지
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• 제16권1호
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• pp.59-75
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• 2010

본 연구에서는 지가 형성 요인에 대한 서울시 고등학생들의 인식 특성에 대해 분석하였다. 연구 결과를 요약하면 다음과 같다. 첫째, 공시지가 산정과 관련 있는 지가 형성 요인이 공시지가 산정과 관련 없는 그 밖의 요인보다 지가에 영향을 미치는 정도가 더 크다고 인식하고 있다. 둘째, 학생들은 상대적 요인이 절대적 요인보다 지가에 영향을 미치는 정도가 크다고 인식하고 있다. 셋째, 5개의 평가 척도로 구분하여 살펴본 결과, 지가에 영향을 미치는 정도가 가장 큰 것은 주요 시설과의 거리이고, 가장 미약하게 영향을 미치는 것은 토지 이용 현황으로 인식하고 있다. 13개의 요인 중에서는 편의 시설과의 거리는 가장 크게, 토지의 모양이 가장 미약하게 지가에 영향을 미치는 것으로 인식하고 있다. 넷째, 최고가 또는 최저가 지점 선택에 대한 인식과 지가 형성 요인이 지가에 영향을 미치는 정도에 대한 인식 사이에는 차이를 보이고 있다. 마지막으로, 지가 형성 요인에 대한 인식 결과와 성제 지역의 지가의 분포와 지가에 영향을 미치는 정도에 대한 연구 결과를 비교해보면, 비슷한 결과를 보이기도 하지만, 다른 결과틀 보이기도 하였다.