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Examining equity in accessibility to multi-tier healthcare services across different income households using estimated travel time

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  • Jin, Tanhua
  • Cheng, Long
  • Wang, Kailai
  • Cao, Jun
  • Huang, Haosheng
  • Witlox, Frank

Abstract

Accessibility equity is a critical factor in developing equitable and sustainable communities. Although numerous studies have analyzed accessibility inequity, few of them examined inter-group and intra-group inequity and made comparisons between private cars and public transit. In this paper, a Gaussian-based Two-step Floating Catchment Area method was applied to evaluate the spatial accessibility of multitier healthcare services among different income groups in Shanghai, China. The results show that high-income households have better access to healthcare services than low-income households. The gap between low- and high-income groups increases as the level of healthcare services rises. The Theil index was used to assess inequity between groups and within groups, as well as overall inequity. The inter-group inequity for public transit is greater than that for private cars, suggesting that accessibility by public transit is more unequally distributed across groups of people compared with private cars. Inter-group inequity increases with the tier of healthcare services. The bivariate local Moran index shows that underserved areas are found primarily in low-income neighborhoods. Overall, the research findings indicate the quality of public transit services might have a more significant impact on accessibility inequity than the spatial distribution of health services. This study provides valuable information for designing targeted policy provisions to improve equity and efficiency in healthcare access.

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  • Jin, Tanhua & Cheng, Long & Wang, Kailai & Cao, Jun & Huang, Haosheng & Witlox, Frank, 2022. "Examining equity in accessibility to multi-tier healthcare services across different income households using estimated travel time," Transport Policy, Elsevier, vol. 121(C), pages 1-13.
  • Handle: RePEc:eee:trapol:v:121:y:2022:i:c:p:1-13
    DOI: 10.1016/j.tranpol.2022.03.014
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    References listed on IDEAS

    as
    1. May, Anthony D. & Shepherd, Simon & Pfaffenbichler, Paul & Emberger, Günter, 2020. "The potential impacts of automated cars on urban transport: An exploratory analysis," Transport Policy, Elsevier, vol. 98(C), pages 127-138.
    2. van Wee, Bert & Witlox, Frank, 2021. "COVID-19 and its long-term effects on activity participation and travel behaviour: A multiperspective view," Journal of Transport Geography, Elsevier, vol. 95(C).
    3. Guzman, Luis A. & Oviedo, Daniel & Rivera, Carlos, 2017. "Assessing equity in transport accessibility to work and study: The Bogotá region," Journal of Transport Geography, Elsevier, vol. 58(C), pages 236-246.
    4. Sharma, Gajanand & Patil, Gopal R., 2021. "Public transit accessibility approach to understand the equity for public healthcare services: A case study of Greater Mumbai," Journal of Transport Geography, Elsevier, vol. 94(C).
    5. Manaugh, Kevin & Badami, Madhav G. & El-Geneidy, Ahmed M., 2015. "Integrating social equity into urban transportation planning: A critical evaluation of equity objectives and measures in transportation plans in North America," Transport Policy, Elsevier, vol. 37(C), pages 167-176.
    6. Karen Lucas & Bert Wee & Kees Maat, 2016. "A method to evaluate equitable accessibility: combining ethical theories and accessibility-based approaches," Transportation, Springer, vol. 43(3), pages 473-490, May.
    7. Cheng, Jianquan & Bertolini, Luca, 2013. "Measuring urban job accessibility with distance decay, competition and diversity," Journal of Transport Geography, Elsevier, vol. 30(C), pages 100-109.
    8. Paulley, Neil & Balcombe, Richard & Mackett, Roger & Titheridge, Helena & Preston, John & Wardman, Mark & Shires, Jeremy & White, Peter, 2006. "The demand for public transport: The effects of fares, quality of service, income and car ownership," Transport Policy, Elsevier, vol. 13(4), pages 295-306, July.
    9. Mathur, Shishir & Smith, Adam, 2013. "Land value capture to fund public transportation infrastructure: Examination of joint development projects' revenue yield and stability," Transport Policy, Elsevier, vol. 30(C), pages 327-335.
    10. Casey Dawkins & Rolf Moeckel, 2016. "Transit-Induced Gentrification: Who Will Stay, and Who Will Go?," Housing Policy Debate, Taylor & Francis Journals, vol. 26(4-5), pages 801-818, September.
    11. Shinjo, Daisuke & Aramaki, Toshiharu, 2012. "Geographic distribution of healthcare resources, healthcare service provision, and patient flow in Japan: A cross sectional study," Social Science & Medicine, Elsevier, vol. 75(11), pages 1954-1963.
    12. Rafael H. M. Pereira & Tim Schwanen & David Banister, 2017. "Distributive justice and equity in transportation," Transport Reviews, Taylor & Francis Journals, vol. 37(2), pages 170-191, March.
    13. Giovanni Vecchio & Ignacio Tiznado-Aitken & Ricardo Hurtubia, 2020. "Transport and equity in Latin America: a critical review of socially oriented accessibility assessments," Transport Reviews, Taylor & Francis Journals, vol. 40(3), pages 354-381, May.
    14. Kim, Kyusik & Ghorbanzadeh, Mahyar & Horner, Mark W. & Ozguven, Eren Erman, 2021. "Identifying areas of potential critical healthcare shortages: A case study of spatial accessibility to ICU beds during the COVID-19 pandemic in Florida," Transport Policy, Elsevier, vol. 110(C), pages 478-486.
    15. Joseph, Alun E. & Bantock, Peter R., 1982. "Measuring potential physical accessibility to general practitioners in rural areas: A method and case study," Social Science & Medicine, Elsevier, vol. 16(1), pages 85-90, January.
    16. Şimşekoğlu, Özlem & Nordfjærn, Trond & Rundmo, Torbjørn, 2015. "The role of attitudes, transport priorities, and car use habit for travel mode use and intentions to use public transportation in an urban Norwegian public," Transport Policy, Elsevier, vol. 42(C), pages 113-120.
    17. Chen, Bi Yu & Cheng, Xue-Ping & Kwan, Mei-Po & Schwanen, Tim, 2020. "Evaluating spatial accessibility to healthcare services under travel time uncertainty: A reliability-based floating catchment area approach," Journal of Transport Geography, Elsevier, vol. 87(C).
    18. Sun, Zhe & Zacharias, John, 2020. "Transport equity as relative accessibility in a megacity: Beijing," Transport Policy, Elsevier, vol. 92(C), pages 8-19.
    19. Yang, Linchuan & Chu, Xiaoling & Gou, Zhonghua & Yang, Hongtai & Lu, Yi & Huang, Wencheng, 2020. "Accessibility and proximity effects of bus rapid transit on housing prices: Heterogeneity across price quantiles and space," Journal of Transport Geography, Elsevier, vol. 88(C).
    20. Costa, Cayo & Ha, Jaehyun & Lee, Sugie, 2021. "Spatial disparity of income-weighted accessibility in Brazilian Cities: Application of a Google Maps API," Journal of Transport Geography, Elsevier, vol. 90(C).
    21. Chen, Wendong & Cheng, Long & Chen, Xuewu & Chen, Jingxu & Cao, Mengqiu, 2021. "Measuring accessibility to health care services for older bus passengers: A finer spatial resolution," Journal of Transport Geography, Elsevier, vol. 93(C).
    22. Jin, Tanhua & Cheng, Long & Liu, Zhicheng & Cao, Jun & Huang, Haosheng & Witlox, Frank, 2022. "Nonlinear public transit accessibility effects on housing prices: Heterogeneity across price segments," Transport Policy, Elsevier, vol. 117(C), pages 48-59.
    23. Fransen, Koos & Neutens, Tijs & Farber, Steven & De Maeyer, Philippe & Deruyter, Greet & Witlox, Frank, 2015. "Identifying public transport gaps using time-dependent accessibility levels," Journal of Transport Geography, Elsevier, vol. 48(C), pages 176-187.
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