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Associations of proximity to metro stations with transport poverty: Spatial and temporal variations

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  • Chang, Yun-Tuan
  • Lin, Jen-Jia

Abstract

This work explores the associations of proximity to metro stations with transport poverty and their spatial and temporal variations. The study's observations are from the 1488 neighborhoods in the Taipei Metropolitan Area, Taiwan, covering data from 1996 to 2016. A transport poverty index, defined as the disparity between the economic deprivation index and the job accessibility index, is proposed to measure the transport poverty degree of a neighborhood. Panel data and linear regression models are applied to analyze the data. The results indicate the following: (1) Distance to metro stations is positively associated with the degree of transport poverty within the specific distance thresholds. (2) The positive relationships move downward as a whole over time with the increase in the number of metro stations. (3) The overall downward moves of positive relationships are decreasing with distances to metro stations in the short term but are increasing with distances to metro stations in the long term. These findings highlight that, when developing metro networks, local administrations should simultaneously promote accessibility plans in areas distant from metro services and prioritize improvements in transit and motorcycle accessibility.

Suggested Citation

  • Chang, Yun-Tuan & Lin, Jen-Jia, 2025. "Associations of proximity to metro stations with transport poverty: Spatial and temporal variations," Transport Policy, Elsevier, vol. 171(C), pages 853-866.
  • Handle: RePEc:eee:trapol:v:171:y:2025:i:c:p:853-866
    DOI: 10.1016/j.tranpol.2025.07.024
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    1. Rennert, Lindiwe, 2022. "A meta-analysis of the impact of rail stations on property values: Applying a transit planning lens," Transportation Research Part A: Policy and Practice, Elsevier, vol. 163(C), pages 165-180.
    2. Chen, Ching-Fu & Lai, Wen-Tai, 2011. "The effects of rational and habitual factors on mode choice behaviors in a motorcycle-dependent region: Evidence from Taiwan," Transport Policy, Elsevier, vol. 18(5), pages 711-718, September.
    3. Chiu, Bing-yu, 2023. "Relationship between motorcycle travel and the built environment: Evidence from Taipei, Taiwan," Journal of Transport Geography, Elsevier, vol. 110(C).
    4. Buehler, Ralph, 2011. "Determinants of transport mode choice: a comparison of Germany and the USA," Journal of Transport Geography, Elsevier, vol. 19(4), pages 644-657.
    5. Mizuki Kawabata, 2003. "Job Access and Employment among Low-Skilled Autoless Workers in US Metropolitan Areas," Environment and Planning A, , vol. 35(9), pages 1651-1668, September.
    6. Iqbal, Sana & Woodcock, Andree & Osmond, Jane, 2020. "“The effects of gender transport poverty in Karachi”," Journal of Transport Geography, Elsevier, vol. 84(C).
    7. Alonso-Epelde, E. & García-Muros, X. & González-Eguino, M., 2023. "Transport poverty indicators: A new framework based on the household budget survey," Energy Policy, Elsevier, vol. 181(C).
    8. Miguel Padeiro & Ana Louro & Nuno Marques da Costa, 2019. "Transit-oriented development and gentrification: a systematic review," Transport Reviews, Taylor & Francis Journals, vol. 39(6), pages 733-754, November.
    9. Bach, Xavier & Marquet, Oriol & Miralles-Guasch, Carme, 2023. "Assessing social and spatial access equity in regulatory frameworks for moped-style scooter sharing services," Transport Policy, Elsevier, vol. 132(C), pages 154-162.
    10. Jen-Jia Lin & Chi-Hau Hwang, 2004. "Analysis of property prices before and after the opening of the Taipei subway system," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(4), pages 687-704, December.
    11. Weichang Kong & Dorina Pojani & Neil Sipe & Dominic Stead, 2021. "Transport Poverty in Chinese Cities: A Systematic Literature Review," Sustainability, MDPI, vol. 13(9), pages 1-24, April.
    12. Ahern, Aoife & Vega, Amaya & Caulfield, Brian, 2016. "Deprivation and access to work in Dublin City: The impact of transport disadvantage," Research in Transportation Economics, Elsevier, vol. 57(C), pages 44-52.
    13. Groth, Sören, 2019. "Multimodal divide: Reproduction of transport poverty in smart mobility trends," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 56-71.
    14. Siqi Zheng & Matthew E. Kahn, 2013. "Does Government Investment in Local Public Goods Spur Gentrification? Evidence from Beijing," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(1), pages 1-28, March.
    15. Lucas, Karen & Philips, Ian & Mulley, Corinne & Ma, Liang, 2018. "Is transport poverty socially or environmentally driven? Comparing the travel behaviours of two low-income populations living in central and peripheral locations in the same city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 622-634.
    16. Singh, G.K., 2003. "Area Deprivation and Widening Inequalities in US Mortality, 1969-1998," American Journal of Public Health, American Public Health Association, vol. 93(7), pages 1137-1143.
    17. Wachs, Martin & Kumagai, T. Gordon, 1973. "Physical accessibility as a social indicator," Socio-Economic Planning Sciences, Elsevier, vol. 7(5), pages 437-456, October.
    18. Eibner, Christine & Sturm, Roland, 2006. "US-based indices of area-level deprivation: Results from HealthCare for Communities," Social Science & Medicine, Elsevier, vol. 62(2), pages 348-359, January.
    19. Lin, Jen-Jia & Cheng, Yu-Chun, 2016. "Access to jobs and apartment rents," Journal of Transport Geography, Elsevier, vol. 55(C), pages 121-128.
    20. Awaworyi Churchill, Sefa, 2020. "Ethnic diversity and transport poverty," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 297-309.
    21. Pagliara, Francesca & Papa, Enrica, 2011. "Urban rail systems investments: an analysis of the impacts on property values and residents’ location," Journal of Transport Geography, Elsevier, vol. 19(2), pages 200-211.
    22. Jen-Jia Lin & Chi-Hau Chen & Tsung-Yu Hsieh, 2016. "Job accessibility and ethnic minority employment in urban and rural areas in Taiwan," Papers in Regional Science, Wiley Blackwell, vol. 95(2), pages 363-382, June.
    23. Lin, Jen-Jia & Yang, Shu-Han, 2019. "Proximity to metro stations and commercial gentrification," Transport Policy, Elsevier, vol. 77(C), pages 79-89.
    24. Chun-Chang Lee & Chi-Ming Liang & Hui-Chuan Hong, 2020. "The Impact of a Mass Rapid Transit System on Neighborhood Housing Prices: An Application of Difference-In-Difference and Spatial Econometrics," Real Estate Management and Valuation, Sciendo, vol. 28(1), pages 28-40, March.
    25. Chang, Hsin-Li & Wu, Shun-Cheng, 2008. "Exploring the vehicle dependence behind mode choice: Evidence of motorcycle dependence in Taipei," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 307-320, February.
    26. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    27. Oliver Shyr & David Emanuel Andersson & Jamie Wang & Taiwei Huang & Olivia Liu, 2013. "Where Do Home Buyers Pay Most for Relative Transit Accessibility? Hong Kong, Taipei and Kaohsiung Compared," Urban Studies, Urban Studies Journal Limited, vol. 50(12), pages 2553-2568, September.
    28. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    29. Church, A. & Frost, M. & Sullivan, K., 2000. "Transport and social exclusion in London," Transport Policy, Elsevier, vol. 7(3), pages 195-205, July.
    30. Shen, Qing & Chen, Peng & Pan, Haixiao, 2016. "Factors affecting car ownership and mode choice in rail transit-supported suburbs of a large Chinese city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 31-44.
    31. Pengjun Zhao, 2013. "The Impact of Urban Sprawl on Social Segregation in Beijing and a Limited Role for Spatial Planning," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 104(5), pages 571-587, December.
    32. Liang, Cong & Huang, Yaoxuan & Yip, Tsz Leung & Li, Victor Jing, 2022. "Does rail transit development gentrify neighborhoods? Evidence from Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 354-372.
    33. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    34. Jesper Bláfoss Ingvardson & Otto Anker Nielsen, 2018. "Effects of new bus and rail rapid transit systems – an international review," Transport Reviews, Taylor & Francis Journals, vol. 38(1), pages 96-116, January.
    35. Mattioli, Giulio & Lucas, Karen & Marsden, Greg, 2017. "Transport poverty and fuel poverty in the UK: From analogy to comparison," Transport Policy, Elsevier, vol. 59(C), pages 93-105.
    36. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    37. Havard, Sabrina & Deguen, Séverine & Bodin, Julie & Louis, Karine & Laurent, Olivier & Bard, Denis, 2008. "A small-area index of socioeconomic deprivation to capture health inequalities in France," Social Science & Medicine, Elsevier, vol. 67(12), pages 2007-2016, December.
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