Journal of Cadastre & Land InformatiX (지적과 국토정보)

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The Dynamic Effects of Subway Network Expansion on Housing Rental Prices Using a Modified Repeat Sales Model

수도권 지하철 네트워크 확장이 아파트 월세 가격에 미치는 영향 분석 - 수정반복매매모형을 중심으로 -

  • Kim, Hyojeong (Hyundai Autoever) ;
  • Lee, Changmoo (Dept. of Urban Planning and Engineering, Hanyang University) ;
  • Lee, Jisu (Korea Land&Housing Corporation) ;
  • Kim, Minyoung (Dept. of Urban Planning and Engineering, Hanyang University) ;
  • Ryu, Taeheyeon (Hanwha Engineering&Construction) ;
  • Shin, Hyeyoung (Dept. of Urban Planning and Engineering, Hanyang University) ;
  • Kim, Jiyeon (Dept. of Urban Planning and Engineering, Hanyang University)
  • Received : 2021.10.01
  • Accepted : 2021.11.25
  • Published : 2021.12.10
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Abstract

Continuous subway line expansion over the years in Seoul metropolitan area has contributed to improved accessibility to public transport. Since public transport accessibility has a significant impact on housing decisions, quantitative analysis of correlation between housing prices and public transport accessibility is regarded as one of the most important factors for planning better housing policies. This study defines the reduction of traveling time resulted from the construction of new metro stations despite them not being the closest stations as 'Network Expansion Effect', and seeks to understand how the Network Expansion Effect impacts on housing prices. The study analyzes monthly rent data converted from upfront lump sum deposit, so called Jeonse in Korea, from 2012 to 2018, through 'A Modified Repeat Sales Model.' As a result, the effect of 'Network Expansion' on rental prices in Seoul has stronger during the period of 2017 to 2018 than the base period of 2012 to 2014, which suggests the 'Network Expansion' has a meaningful effect on rent. In addition, in comparison between the most and the least affected group of apartments by 'Network Expansion Effect', the most affected group has more price increase than the least affected group. These findings also indicate that different levels of 'Network Expansion Effect' have various influences on the value of residential real estate properties.

수도권 지하철 노선확장 사업을 통해 수도권 거주민의 대중교퉁 접근성은 지속적으로 향상되고 있다. 이러한 대중교통 접근성은 주거지 선택 시 가장 중요한 요소 중 하나로 지하철 노선확장에 따른 접근성 향상이 주택가격에 미치는 영향을 정량적으로 추정하는 것은 주택정책에 있어 중요하다. 이 연구는 노선신설에 따라 최근접 지하철역의 변화없이 발생하는 다른 지하철역까지의 통행시간 단축을 네트워크 확장효과로 정의하고, 이것이 주택가격에 미치는 영향력을 확인하고자 한다. 이를 위해 2012년부터 2018년까지 서울시 아파트 전월세확정신고자료를 이용하여 월세로 전환 후, 수정반복매매모형을 통해 시계열적으로 분석하였다. 그 결과, 기준이 되는 기간(2012~2014년)에 비해 비교기간 (2017~2018년)에 네트워크 확장효과가 서울시 아파트 월세가격에 미치는 영향력이 상대적으로 더 증가했으며, 이는 지하철 네트워크 확장효과가 주택의 임대료 형성에 유의미한 영향을 미친다는 것을 시사한다. 또한, 분석과정에서 네트워크 확장효과의 상하위 아파트 그룹을 비교한 결과, 네트워크 확장 효과 하위그룹보다 상위그룹에서 영향력의 상승폭이 상대적으로 컸으며, 이를통해 네트워크 확장 효과의 정도에 따라 주택의 가치에 자본화되는 수준도 다르다는 것을 확인할 수 있었다.

Keywords

References

  1. Jun MJ, Kang DG. 2016, Analysis on Determinants of Residential Location Choice for the Intra- Urban Migrants in the Seoul Metropolitan Area, Journal of the Korean Regional Science Association 32(1):83-103. https://doi.org/10.22669/KRSA.2016.32.1.083
  2. Choi SH, Sung HG, 2011, Identifying the Change of Influencing Power of the Subway Line 9 Construction Project over Housing Prices, Journal of Korea Planning Association 46(3): 169-177.
  3. Cheon IH, 2007, Factors Determining the Prices of the Stores Located within the Apartment Complexes, Journal of The Korean Regional Development Association 19(3):161-178.
  4. Park YN, Lee SK, 2013, Effects of Regional and Neighborhood Living Environment on Mixed Use Apartment Prices, Korea Real Estate Review 23(2):153-170.
  5. Chung EC, Lee CM, 2018, Determinants of Chonsei Deposit to Housing Sales Price Ratio Based on Rental Housing Market Equilibrium Condition: Focused on Housing Price Volatility, Journal of the Korea Real Estate Analysts Association 24(4): 5-20. https://doi.org/10.19172/KREAA.24.4.1
  6. Lee CM, Kim YK, 2007, Determinants of Chonsei Deposit to Housing Sales Price Ratio Based on Rental Housing Market Equilibrium Condition: Focused on Housing Price Volatility, Journal of the Korea Real Estate Analysts Association 13(2):21-40.
  7. Kim CS, 2005, An Analysis of Subway Ridership Variations in Seoul metropolitan area, The Korean Society For Railway 51-61.
  8. Kim JI, Kang SK, Seo Anna, 2011, The Effects of An Additional Subway Line and Free Inter-modal Transfer System on Number of Subway Riders of Existing Line, Journal of The Korean Regional Development Association 23(5):171-186.
  9. Lee CM, Kim HS, Kim MK, 2007, Transit Oriented Development and Spatial Restructuring of the Seoul Metropolitan Area, Journal of Korea Planning Association 42(6):67-88.
  10. Kim TH, Lee CM, 2006, Dynamics of Greenbelt and Amenity Effects on Housing Rent, Journal of Korea Planning Association 41(5):61-79.
  11. Montgomery, M., and C. Curtis, 2006. Housing mobility and location choice: a review of the literature. Impacts of Transit Led Development in a New Rail Corridor.
  12. Baum-Snow, N., and M. Kahn, 2000. The effects of new public projects to expand urban rail transit. Journal of Public Economics, 77: 241-263. https://doi.org/10.1016/S0047-2727(99)00085-7
  13. Armstrong, R. J., and D. A. Rodriguez, 2006. An evaluation of the accessibility benefits of commuter rail in eastern Massachusetts using spatial hedonic price functions. Transportation, 33(1):21-43. https://doi.org/10.1007/s11116-005-0949-x
  14. Kotavaara, O., A. Antikainen, and J. Rusanen, 2011, Population change and accessibility by road and rail networks : GIS and statistical approach to Finland 1970-2007, Journal of Transport Geography, 19:926-935. https://doi.org/10.1016/j.jtrangeo.2010.10.013
  15. Lee, Chang-Moo, Kang-Min Ryu, Keechoo Choi, Jin-Yoo Kim, 2018, The dyanamic effects of subway network expansion on housing rental prices using a repeat sales model, International Journal of Urban Sciences, 22:4, 529-545. https://doi.org/10.1080/12265934.2018.1487331