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Effects of Regional and Neighborhood Living Environment on Mixed Use Apartment Prices

  • Korea Real Estate Review
  • 2013, 23(2), pp.153-170
  • Publisher : korea real estate research institute
  • Research Area : Social Science > Law > Law of Special Parts > Law of Real Estate

박나에 1 Lee, Sang Kyeong 1

1가천대학교

Accredited

ABSTRACT

The purpose of this paper is to analyse effects of regional and neighborhood living environment on mixed use apartment prices in Seoul. Previous studies have limitations for identifying price differences among boroughs because they used the single level model like ordinary least square regression. To overcome these limitations, we use hierarchical linear model (HLM), concretely random intercept model and random coefficient model. We establish database with hierarchical structure using apartment sale prices of Ministry of Land, Infrastructure and Transport. By considering market characteristics, we adopt centrality and income level as higher level characteristics. To represent these characteristics, we use daytime population index and college graduates-to-population. To represent neighborhood living environment characteristics, we use the area of community facility, nearest park distance, subway distance, the number of middle and high school and large commercial facilities. We find that regional centrality and income level effect positively on mixed use apartment prices and neighborhood living environments effect positively, too.

Citation status

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