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The spatial lag model showed better model fitness by considering spatial dependence of mortality rates. It indicates that a higher level of residential deprivation, a less walkable environment, less economic affluence and less social participation are all associated with higher mortality rates with statistical significance. This study suggests that health and welfare policy could incorporate urban planning to consider the neighborhood factors which determine mortality rates in order to improve the health of neighborhood residents.<\/p>","DOI":"10.4018\/ijagr.2015100103","type":"journal-article","created":{"date-parts":[[2015,5,29]],"date-time":"2015-05-29T15:02:49Z","timestamp":1432911769000},"page":"44-64","source":"Crossref","is-referenced-by-count":1,"title":["Spatial Aspects of Mortality Rates and Neighborhood Environmental Characteristics in Seoul Mega City Region, South Korea"],"prefix":"10.4018","volume":"6","author":[{"given":"Yoohyung","family":"Joo","sequence":"first","affiliation":[{"name":"Department of Urban Planning, Seoul National University, Seoul, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hee Yeon","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Urban Planning, Seoul National University, Seoul, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"ijagr.2015100103-0","doi-asserted-by":"publisher","DOI":"10.1097\/00001648-199701000-00007"},{"key":"ijagr.2015100103-1","doi-asserted-by":"publisher","DOI":"10.2307\/2137258"},{"key":"ijagr.2015100103-2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1538-4632.1988.tb00159.x"},{"key":"ijagr.2015100103-3","doi-asserted-by":"publisher","DOI":"10.1016\/S0277-9536(98)00293-7"},{"key":"ijagr.2015100103-4","doi-asserted-by":"publisher","DOI":"10.1016\/j.amepre.2004.10.024"},{"key":"ijagr.2015100103-5","doi-asserted-by":"publisher","DOI":"10.1136\/jech.54.5.367"},{"key":"ijagr.2015100103-6","first-page":"211","article-title":"Fast food, race\/ethnicity, and income: A geographic analysis.","volume":"27","author":"J. 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