Case Studies
Jun 24, 2019

Spatial Access to Metro Transit Villages and Housing Prices in Seoul, Korea

Publication: Journal of Urban Planning and Development
Volume 145, Issue 3

Abstract

As many cities face traffic congestion, pollution, and urban sprawl, transit villages with transit-oriented development (TOD) and higher ridership have been a core theme for academics and professionals. Evaluating access to metro transit villages with higher transit demand is critical to assess how TOD and changed transit demand affect neighborhoods. Few studies have measured spatial access to metro transit villages by combining street configuration and metro ridership to identify its effects on property prices. This study used five newly developed accessibility and centrality measures to simultaneously capture street configuration and metro ridership within a neighborhood. The empirical models confirmed the effects of accessibility and centrality to metro transit villages on housing prices considering multiple walkable neighborhood scales. The models revealed that accessibility and centrality to metro transit villages with higher ridership were capitalized in higher housing prices within a 2-km network radius. However, prices of houses that were too close to metro stations obtained weaker premiums due to negative externalities such as crowdedness, congestion, and noise. Residents value housing in walkable neighborhoods with dense, interconnected streets directly routed to metro stations, and transit-oriented communities with higher metro ridership.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

This work was supported by the Global Research Network program through the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2017S1A2A2039446).

References

Antipova, A., F. Wang, and C. Wilmot. 2011. “Urban land uses, socio-demographic attributes and commuting: A multilevel modeling approach.” Appl. Geogr. 31 (3): 1010–1018. https://doi.org/10.1016/j.apgeog.2011.02.001.
Atkinson-Palombo, C. 2010. “Comparing the capitalization benefits of light-rail transit and overlay zoning for single-family houses and condos by neighborhood type in metropolitan Phoenix, Arizona.” Urban Stud. 47 (11): 2409–2426. https://doi.org/10.1177/0042098009357963.
Bae, C., M. Jun, and H. Park. 2003. “The impact of Seoul’s subway Line 5 on residential property values.” Transp. Policy 10 (2): 85–94. https://doi.org/10.1016/S0967-070X(02)00048-3.
Bartholomew, K., and R. Ewing. 2011. “Hedonic price effects of pedestrian-and transit-oriented development.” J. Plann. Lit. 26 (1): 18–34.
Bernick, M., and R. Cervero. 1997. Transit villages in the 21st century. New York: McGraw-Hill.
Bowes, D. R., and K. R. Ihlanfeldt. 2001. “Identifying the impacts of rail transit stations on residential property values.” J. Urban Econ. 50 (1): 1–25. https://doi.org/10.1006/juec.2001.2214.
Cervero, R. 1998. The transit metropolis: A global inquiry. Washington, DC: Island.
Cervero, R., and M. Duncan. 2003. “Walking, bicycling, and urban landscapes: Convenience and regular physical activity.” Am. J. Public Health 93 (9): 1478–1483. https://doi.org/10.2105/AJPH.93.9.1478.
Cervero, R., E. Guerra, and S. Al. 2017. Beyond mobility: Planning cities for people and places. Washington, DC: Island.
Cervero, R., and K. Kockelman. 1997. “Travel demand and the 3Ds: Density, diversity, and design.” Transp. Res. Part D Transp. Environ. 2 (3): 199–219. https://doi.org/10.1016/S1361-9209(97)00009-6.
Cervero, R., and J. Murakami. 2009. “Rail and property development in Hong Kong: Experience and extensions.” Urban Stud. 46 (10): 2019–2043. https://doi.org/10.1177/0042098009339431.
Cervero, R., and B. Susantono. 1999. “Rent capitalization and transportation infrastructure development in Jakarta.” Rev. Urban Reg. Dev. Stud. 11 (1): 11–23. https://doi.org/10.1111/1467-940X.00002.
Chasco, C., and J. Le Gallo. 2012. “Hierarchy and spatial autocorrelation effects in hedonic models.” Econ. Bull. 32 (2): 1474–1480.
Choi, C. G., J. H. Koo, S. H. Lee, T. H. Kim, and H. G. Sung. 2012. “Seoul’s transit-oriented development history, current situation, and prospect.” [In Korean.] In Urban information. Seoul, South Korea: Korea Planning Association.
Dai, X., X. Bai, and M. Xu. 2016. “The influence of Beijing rail transfer stations on surrounding housing prices.” Habitat Int. 55 (Jul): 79–88. https://doi.org/10.1016/j.habitatint.2016.02.008.
Debrezion, G., E. Pels, and P. Rietveld. 2011. “The impact of rail transport on real estate prices: An empirical analysis of the Dutch housing market.” Urban Stud. 48 (5): 997–1015. https://doi.org/10.1177/0042098010371395.
Dubé, J., M. Thériault, and F. Des Rosiers. 2013. “Commuter rail accessibility and house values: The case of the Montreal South Shore, Canada, 1992–2009.” Transp. Res. Part A Policy Pract. 54 (Aug): 49–66. https://doi.org/10.1016/j.tra.2013.07.015.
Duncan, M. 2008. “Comparing rail transit capitalization benefits for single-family and condominium units in San Diego, California.” Transp. Res. Rec. 2067: 120–130. https://doi.org/10.3141/2067-14.
Duncan, M. 2011. “The impact of transit-oriented development on housing prices in San Diego, CA.” Urban Stud. 48 (1): 101–127. https://doi.org/10.1177/0042098009359958.
Duncan, C., and K. Jones. 2000. “Using multilevel models to model heterogeneity: Potential and pitfalls.” Geogr. Anal. 32 (4): 279–305. https://doi.org/10.1111/j.1538-4632.2000.tb00429.x.
Feng, C., W. Li, and F. Zhao. 2011. “Influence of rail transit on nearby commodity housing prices: A case study of Beijing Subway Line Five.” Acta Geographica Sinica 66 (8): 1055–1062.
Fotheringham, A. S., C. Brunsdon, and M. Charlton. 2003. Geographically weighted regression. New York: Wiley.
Fusco, G. 2016. “Beyond the built-up form/mobility relationship: Spatial affordance and lifestyles.” Comput. Environ. Urban Syst. 60 (Nov): 50–66. https://doi.org/10.1016/j.compenvurbsys.2016.07.011.
Guerra, E., R. Cervero, and D. Tischler. 2012. “Half-mile circle.” Transp. Res. Rec. 2276: 101–109. https://doi.org/10.3141/2276-12.
Geurs, K. T., and B. Van Wee. 2004. “Accessibility evaluation of land-use and transport strategies: Review and research directions.” J. Transp. Geogr. 12 (2): 127–140. https://doi.org/10.1016/j.jtrangeo.2003.10.005.
Gujarati, D. N., and D. C. Porter. 2009. Basic econometrics. New York: McGraw-Hill.
Handy, S. L., and D. A. Niemeier. 2017. “Measuring accessibility: An exploration of issues and alternatives.” Environ. Plann. A 29 (7): 1175–1194. https://doi.org/10.1068/a291175.
Hartell, A. M. 2017. “Evaluating the concept of location affordability: Recent data on the relationship between transportation, housing, and urban form.” Hous. Policy Debate 27 (3): 1–16. https://doi.org/10.1080/10511482.2016.1220402.
Jang, M., and C.-D. Kang. 2015. “Retail accessibility and proximity effects on housing prices in Seoul, Korea: A retail type and housing submarket approach.” Habitat Int. 49 (Oct): 516–528. https://doi.org/10.1016/j.habitatint.2015.07.004.
Jun, M. J., K. Choi, J. E. Jeong, K. H. Kwon, and H. J. Kim. 2015. “Land use characteristics of subway catchment areas and their influence on subway ridership in Seoul.” J. Transp. Geogr. 48 (Oct): 30–40. https://doi.org/10.1016/j.jtrangeo.2015.08.002.
Kahn, M. 2007. “Gentrification trends in new transit-oriented communities: Evidence from 14 cities that expanded and built rail transit systems.” Real Estate Econ. 35 (2): 155–182. https://doi.org/10.1111/j.1540-6229.2007.00186.x.
Kang, C.-D. 2015. “The effects of spatial accessibility and centrality to land use on walking in Seoul, Korea.” Cities 46 (Aug): 94–103. https://doi.org/10.1016/j.cities.2015.05.006.
Kang, C.-D. 2016. “Spatial access to pedestrians and retail sales in Seoul, Korea.” Habitat Int. 57 (Oct): 110–120. https://doi.org/10.1016/j.habitatint.2016.07.006.
Kang, C.-D. 2018a. “The S + 5Ds: Spatial access to pedestrian environments and walking in Seoul, Korea.” Cities 77 (Jul): 130–141. https://doi.org/10.1016/j.cities.2018.01.019.
Kang, C. D. 2018b. “Valuing spatial access to types of retail and effects on the housing price in Seoul, Korea.” J. Urban Plann. Dev. 144 (2): 05018007. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000448.
Kang, C., and R. Cervero. 2009. “From elevated freeway to urban greenway: Land value impacts of the CGC project in Seoul, Korea.” Urban Stud. 46 (13): 2771–2794. https://doi.org/10.1177/0042098009345166.
Kim, S. Y., A. R. Jo, I. G. Baek, and M. H. Lee. 2014. “An analysis of influencing relationship between density and TOD planning factors in Seoul subway station areas.” [In Korean.] J. Korea Plann. Assoc. 49 (5): 279–303.
Kim, S., G. F. Ulfarsson, and J. T. Hennessy. 2007. “Analysis of light rail rider travel behavior: Impacts of individual, built environment, and crime characteristics on transit access.” Transp. Res. Part A Policy Pract. 41 (6): 511–522. https://doi.org/10.1016/j.tra.2006.11.001.
Korea Railroad Corporation. 2011. Monthly subway passenger transportation performance. Daejeon, South Korea: Korea Railroad Corporation.
Koster, H. R., and J. Rouwendal. 2012. “The impact of mixed land use on residential property values.” J. Reg. Sci. 52 (5): 733–761. https://doi.org/10.1111/j.1467-9787.2012.00776.x.
Law, S. 2017. “Defining street-based local area and measuring its effect on house price using a hedonic price approach: The case study of Metropolitan London.” Cities 60 (Feb): 166–179. https://doi.org/10.1016/j.cities.2016.08.008.
Lee, C. M., H. T. Joo, J. A. Lee, K. C. Choi, and J. H. Koo. 2014. “Defining the pedestrian catchment area of a subway station based on the structural change of a modal choice model.” [In Korean.] J. Korea Plann. Assoc. 49 (6): 177–194. https://doi.org/10.17208/jkpa.2014.10.49.6.177.
Lee, J. M., and J.-Y. Kim. 2015. “Empirical analysis on impact of ground level subway station on neighboring apartment price using multi-level regression model.” [In Korean.] J. Korea Plann. Assoc. 50 (2): 157–171. https://doi.org/10.17208/jkpa.2015.02.50.2.157.
Lee, S., C. Yi, and S. P. Hong. 2013. “Urban structural hierarchy and the relationship between the ridership of the Seoul Metropolitan Subway and the land-use pattern of the station areas.” Cities 35 (Dec): 69–77. https://doi.org/10.1016/j.cities.2013.06.010.
Lei, T., Y. Chen, and K. Goulias. 2012. “Opportunity-based dynamic transit accessibility in Southern California: Measurement, findings, and comparison with automobile accessibility.” Transp. Res. Rec. 2276: 26–37. https://doi.org/10.3141/2276-04.
Lin, T. G., J. C. Xia, T. P. Robinson, K. G. Goulias, R. L. Church, D. Olaru, J. Tapin, and R. Han. 2014. “Spatial analysis of access to and accessibility surrounding train stations: A case study of accessibility for the elderly in Perth, Western Australia.” J. Transp. Geogr. 39 (Jul): 111–120. https://doi.org/10.1016/j.jtrangeo.2014.06.022.
Lewis, P. G., and M. Baldassare. 2010. “The complexity of public attitudes toward compact development: Survey evidence from five states.” J. Am. Plann. Assoc. 76 (2): 219–237. https://doi.org/10.1080/01944361003646471.
Liu, Y., X. Wei, L. Jiao, and H. Wang. 2016. “Relationships between street centrality and land use intensity in Wuhan, China.” J. Urban Plann. Dev. 142 (1): 05015001. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000274.
Lyu, G., L. Bertolini, and K. Pfeffer. 2016. “Developing a TOD typology for Beijing metro station areas.” J. Transp. Geogr. 55 (Jul): 40–50. https://doi.org/10.1016/j.jtrangeo.2016.07.002.
Matthews, J. W., and G. K. Turnbull. 2007. “Neighborhood street layout and property value: The interaction of accessibility and land use mix.” J. Real Estate Fin. Econ. 35 (2): 111–141. https://doi.org/10.1007/s11146-007-9035-9.
Ministry of Land, Infrastructure, and Transport. 2017. Apartment transaction data. Sejong, South Korea: Ministry of Land, Infrastructure, and Transport.
Osland, L., and I. Thorsen. 2008. “Effects on housing prices of urban attraction and labor-market accessibility.” Environ. Plann. A 40 (10): 2490–2509. https://doi.org/10.1068/a39305.
Park, S., Y. Choi, H. Seo, A. V. Moudon, C.-H. C. Bae, and S.-R. Baek. 2016. “Physical activity and the built environment in residential neighborhoods of Seoul and Seattle: An empirical study based on housewives' GPS walking data and travel diaries.” J. Asian Archit. Build. Eng. 15 (3): 471–478. https://doi.org/10.3130/jaabe.15.471.
Porta, S., P. Crucitti, and V. Latora. 2006. “The network analysis of urban streets: A primal approach.” Environ. Plann. B Plann. Des. 33 (5): 705–725. https://doi.org/10.1068/b32045.
Quigley, J. M. 1995. “A simple hybrid model for estimating real estate price indexes.” J. Hous. Econ. 4 (1): 1–12. https://doi.org/10.1006/jhec.1995.1001.
Rabe-Hesketh, S., and A. Skrondal. 2008. Multilevel and longitudinal modeling using stata. College Station, TX: STATA Press.
Seoul Metropolitan Government. 2010. Seoul building registry data. Seoul, South Korea: Seoul Metropolitan Government.
Seoul Statistics. 2014. “Seoul statistical service.” Accessed January 23, 2018. http://stat.seoul.go.kr/.
Seoul Statistics. 2016. Public transit use in Seoul. Seoul, South Korea: Seoul Metropolitan Government.
Sevtsuk, A. 2014. “Location and agglomeration: The distribution of retail and food businesses in dense urban environments.” J. Plann. Educ. Res. 34 (4): 374–393. https://doi.org/10.1177/0739456X14550401.
Sevtsuk, A., and M. Mekonnen. 2012. “Urban network analysis. A new toolbox for ArcGIS.” Revue Internationale de Géomatique 22 (2): 287–305. https://doi.org/10.3166/rig.22.287-305.
Statistics Korea. 2010. Korean census tract maps. Daejeon, South Korea: Statistics Korea.
Sung, H., and J. Oh. 2011. “Transit-oriented development in a high-density city: Identifying its association with transit ridership in Seoul, Korea.” Cities 28 (1): 70–82. https://doi.org/10.1016/j.cities.2010.09.004.
Waddell, P., and G. F. Ulfarsson. 2003. “Accessibility and agglomeration: Discrete-choice models of employment location by industry sector.” In Proc., 82nd Annual Meeting of the Transportation Research Board. Washington, DC: Transportation Research Board.
Wang, F., C. Chen, C. Xiu, and P. Zhang. 2014. “Location analysis of retail stores in Changchun, China: A street centrality perspective.” Cities 41 (Dec): 54–63. https://doi.org/10.1016/j.cities.2014.05.005.
Wang, Y., D. Potoglou, S. Orford, and Y. Gong. 2015. “Bus stop, property price and land value tax: A multilevel hedonic analysis with quantile calibration.” Land Use Policy 42 (Jan): 381–391. https://doi.org/10.1016/j.landusepol.2014.07.017.
Wu, J., N. Ta, Y. Song, J. Lin, and Y. Chai. 2018. “Urban form breeds neighborhood vibrancy: A case study using a GPS-based activity survey in suburban Beijing.” Cities 74 (Apr): 100–108. https://doi.org/10.1016/j.cities.2017.11.008.
Xiao, Y., C. Webster, and S. Orford. 2016. “Identifying house price effects of changes in urban street configuration: An empirical study in Nanjing, China.” Urban Stud. 53 (1): 112–131. https://doi.org/10.1177/0042098014560500.
Yang, J., J. Chen, X. Le, and Q. Zhang. 2016. “Density-oriented versus development-oriented transit investment: Decoding metro station location selection in Shenzhen.” Transp. Policy 51 (Oct): 93–102. https://doi.org/10.1016/j.tranpol.2016.04.004.
Yi, C., and S. Lee. 2014. “An empirical analysis of the characteristics of residential location choice in the rapidly changing Korean housing market.” Cities 39 (Aug): 156–163. https://doi.org/10.1016/j.cities.2014.03.002.
Zuk, M., A. H. Bierbaum, K. Chapple, K. Gorska, and A. Loukaitou-Sideris. 2018. “Gentrification, displacement, and the role of public investment.” J. Plann. Lit. 33 (1): 31–44. https://doi.org/10.1177/0885412217716439.

Information & Authors

Information

Published In

Go to Journal of Urban Planning and Development
Journal of Urban Planning and Development
Volume 145Issue 3September 2019

History

Received: Aug 3, 2018
Accepted: Jan 25, 2019
Published online: Jun 24, 2019
Published in print: Sep 1, 2019
Discussion open until: Nov 24, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Chang-Deok Kang, Ph.D. [email protected]
Professor, Dept. of Urban Planning and Real Estate, Chung-Ang Univ., Seoul 06974, Korea. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share