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    서울시 지하철에 대한 가로망 접근성의 토지가격 효과 연구 - Urban Network Analysis와 다층회귀모형의 적용 - = A Study of Effects of Accessibility of Street Networks to Seoul Subway System on Land Price - By Applying Urban Network Analysis and Multi-Level Regression Analysis -

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    https://www.riss.kr/link?id=A107815985

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    As metropolitan cities around the world face multiple urban issues, public transport attracts attention as a measure for sustainable development. Therefore, the effects of access to public transit on neighborhoods are important academic and policy subject. This study measures five accessibility indicators for the Seoul subway system, considering both the frequency of subway operation and the characteristics of the street network, and analyzes their effects on residential and non-residential land prices. The key findings of this study confirm that the five subway accessibility indicators have a positive effect on residential and non-residential land prices. In particular, they generate a high premium to the prices of non-residential land rather than residential land. In addition, the higher the operation frequency of the nearest subway station or the straighter the street network reaching the subway stations, the greater the land price premium. Further, a land that people are frequently passing through to access a station or has more routes to a station generates higher price premium. The results of this study provide a reference for understanding the effects of public transport services and predicting the response of neighborhood real estate markets to the service.
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    As metropolitan cities around the world face multiple urban issues, public transport attracts attention as a measure for sustainable development. Therefore, the effects of access to public transit on neighborhoods are important academic and policy sub...

    As metropolitan cities around the world face multiple urban issues, public transport attracts attention as a measure for sustainable development. Therefore, the effects of access to public transit on neighborhoods are important academic and policy subject. This study measures five accessibility indicators for the Seoul subway system, considering both the frequency of subway operation and the characteristics of the street network, and analyzes their effects on residential and non-residential land prices. The key findings of this study confirm that the five subway accessibility indicators have a positive effect on residential and non-residential land prices. In particular, they generate a high premium to the prices of non-residential land rather than residential land. In addition, the higher the operation frequency of the nearest subway station or the straighter the street network reaching the subway stations, the greater the land price premium. Further, a land that people are frequently passing through to access a station or has more routes to a station generates higher price premium. The results of this study provide a reference for understanding the effects of public transport services and predicting the response of neighborhood real estate markets to the service.

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    참고문헌 (Reference)

    1 국토교통부, "서울시 표준지 공시지가 자료"

    2 통계청, "서울시 집계구 자료"

    3 서울통계서비스, "서울시 지하철 운행빈도 자료"

    4 김수연, "서울시 역세권의 밀도와 TOD계획요소간의 영향관계 분석" 대한국토·도시계획학회 49 (49): 279-304, 2014

    5 오예지, "서울시 복합용도개발에 대한 접근성이 토지가격에 미치는 영향 분석 - 유형별 광역 효과와 국지 효과 비교를 중심으로 -" 서울연구원 21 (21): 23-42, 2020

    6 행정안전부, "서울시 건축물 자료"

    7 강창덕, "서울시 가로망 중심성의 토지가격 효과 연구" 한국부동산연구원 27 (27): 51-70, 2017

    8 이재명, "다수준 회귀분석을 활용한 수도권 지상 전철역이 주변주택가격에 미치는 영향 실증 분석" 대한국토·도시계획학회 50 (50): 157-171, 2015

    9 Lee, W. K., "Utilizing mobile phone-based floating population data to measure the spatial accessibility to public transit" 92 : 123-130, 2018

    10 Lee, S., "Urban structural hierarchy and the relationship between the ridership of the Seoul Metropolitan Subway and the land-use pattern of the station areas" 35 : 69-77, 2013

    1 국토교통부, "서울시 표준지 공시지가 자료"

    2 통계청, "서울시 집계구 자료"

    3 서울통계서비스, "서울시 지하철 운행빈도 자료"

    4 김수연, "서울시 역세권의 밀도와 TOD계획요소간의 영향관계 분석" 대한국토·도시계획학회 49 (49): 279-304, 2014

    5 오예지, "서울시 복합용도개발에 대한 접근성이 토지가격에 미치는 영향 분석 - 유형별 광역 효과와 국지 효과 비교를 중심으로 -" 서울연구원 21 (21): 23-42, 2020

    6 행정안전부, "서울시 건축물 자료"

    7 강창덕, "서울시 가로망 중심성의 토지가격 효과 연구" 한국부동산연구원 27 (27): 51-70, 2017

    8 이재명, "다수준 회귀분석을 활용한 수도권 지상 전철역이 주변주택가격에 미치는 영향 실증 분석" 대한국토·도시계획학회 50 (50): 157-171, 2015

    9 Lee, W. K., "Utilizing mobile phone-based floating population data to measure the spatial accessibility to public transit" 92 : 123-130, 2018

    10 Lee, S., "Urban structural hierarchy and the relationship between the ridership of the Seoul Metropolitan Subway and the land-use pattern of the station areas" 35 : 69-77, 2013

    11 Xiao, Y., "Urban configuration, accessibility, and property prices : A case study of Cardiff, Wales" 43 (43): 108-129, 2015

    12 Sevtsuk, A., "Urban Network Analysis:Tools for Modeling Pedestrian and Bicycle Trips in Cities" Harvard GSD 2018

    13 Sung, H., "Transit-oriented development in a high-density city : Identifying its association with transit ridership in Seoul, Korea" 28 : 70-82, 2011

    14 Porta, S., "The network analysis of urban streets : A primal approach" 33 (33): 705-725, 2006

    15 Duncan, M., "The impact of transitoriented development on housing prices in San Diego, CA" 48 (48): 101-127, 2011

    16 Debrezion, G., "The impact of railway stations on residential and commercial property value : A metaanalysis" 35 (35): 161-180, 2007

    17 Bae, C. H. C., "The impact of Seoul’s subway line 5 on residential property values" 10 (10): 85-94, 2003

    18 Hox, J. J, "The Basic Two-Level Regression Model:Introduction" Lawrence Erlbaum 2018

    19 Porta, S., "Street centrality and the location of economic activities in Barcelona" 49 (49): 1471-1488, 2012

    20 Wang, F., "Street centrality and land use intensity in Baton Rouge, Louisiana" 19 (19): 285-293, 2011

    21 Lin, T. G., "Spatial analysis of access to and accessibility surrounding train stations : A case study of accessibility for the elderly in Perth, Western Australia" 39 : 111-120, 2014

    22 Kang, C. D., "Spatial access to metro transit villages and housing prices in Seoul, Korea" 145 (145): 05019010-, 2019

    23 Cervero, R., "Rent capitalization and transportation infrastructure development in Jakarta" 11 (11): 11-23, 1999

    24 Liu, Y., "Relationships between street centrality and land use intensity in Wuhan, China" 142 (142): 1-14, 2016

    25 Cervero, R., "Rail and property development in Hong Kong : Experience and extensions" 46 (46): 2019-2044, 2009

    26 Lei, T. L., "Opportunity-based dynamic transit accessibility in Southern California : Measurement, findings, and comparison with automobile accessibility" 2276 : 26-37, 2012

    27 Rabe-Hesketh, S., "Multilevel and Longitudinal Modeling Using Stata" STATA Press 2008

    28 Song, Y., "Measuring the effects of mixed land uses on housing values" 34 (34): 663-680, 2004

    29 Wang, F., "Location analysis of retail stores in Changchun, China : A street centrality perspective" 41 : 54-63, 2014

    30 Giuliano, G., "Land Use Impacts of Transportation Investments: Highway and Transit" Guilford Press 2017

    31 Feng, C., "Influence of rail transit on nearby commodity housing prices : A case study of Beijing Subway Line Five" 66 (66): 1055-1062, 2011

    32 Bowes, D. R., "Identifying the impacts of rail transit stations on residential property values" 50 (50): 1-25, 2001

    33 Xiao, Y., "Identifying house price effects of changes in urban street configuration : An empirical study in Nanjing, China" 53 (53): 112-131, 2014

    34 Hansen, W. G., "How accessibility shapes land use" 25 (25): 73-76, 1959

    35 Fotheringham, A. S., "Geographically Weighted Regression: The Analysis of Spatially Varying Relationships" Wiley 2002

    36 Kahn, M. E., "Gentrification trends in new transit-oriented communities : Evidence from 14 cities that expanded and built rail transit systems" 35 (35): 155-182, 2007

    37 Rui, Y., "Exploring the relationship between street centrality and land use in Stockholm" 28 (28): 1425-1438, 2014

    38 Alfred Chu, K. K., "Enriching archived smart card transaction data for transit demand modeling" 2063 (2063): 63-72, 2008

    39 Atkinson-Palombo, C., "Comparing the capitalisation benefits of light-rail transit and overlay zoning for single-family houses and condos by neighbourhood type in metropolitan Phoenix, Arizona" 47 (47): 2409-2426, 2010

    40 Dubé, J., "Commuter rail accessibility and house values : The case of the Montreal South Shore, Canada, 1992–2009" 54 : 49-66, 2013

    41 Cervero, R., "Beyond Mobility: Planning Cities for People and Places" Island Press 2017

    42 Jaber, A., "Benchmarking Accessibility to Services Across Cities" International Transport Forum 2017

    43 Kim, S., "Analysis of light rail rider travel behavior : Impacts of individual, built environment, and crime characteristics on transit access" 41 (41): 511-522, 2007

    44 Yi, C., "An empirical analysis of the characteristics of residential location choice in the rapidly changing Korean housing market" 39 : 156-163, 2014

    45 Östh, J., "A new way of determining distance decay parameters in spatial interaction models with application to job accessibility analysis in Sweden" 16 (16): 344-362, 2016

    46 Martínez, L. M., "A new approach to modelling distance-decay functions for accessibility assessment in transport studies" 26 : 87-96, 2013

    47 Mohammad, S. I., "A meta-analysis of the impact of rail projects on land and property values" 50 : 158-170, 2013

    48 Brandes, U., "A faster algorithm for betweenness centrality" 25 (25): 163-177, 2001

    49 서울특별시, "2020년 서울도시기본계획"

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    연월일 이력구분 이력상세 등재구분
    2023 평가 재인증평가 신청대상 (재인증)
    2020-01-01 등재 등재학술지 선정 (재인증) KCI등재
    2018-01-01 등재 등재후보학술지 선정 (신규평가) KCI등재후보
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