IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v94y2021ics0966692321001769.html
   My bibliography  Save this article

Public transit accessibility approach to understand the equity for public healthcare services: A case study of Greater Mumbai

Author

Listed:
  • Sharma, Gajanand
  • Patil, Gopal R.

Abstract

Urban public health is one of the most critical yet neglected aspects of urban planning in developing countries such as India. Inequity in access to government healthcare facilities affects the overall urban population and can substantially negatively impact the vulnerable population, who mostly rely on government healthcare services. In this paper, the accessibility measure for healthcare services by public transport is developed using travel time and the number of transit stops (accounting for transit connectivity) for Greater Mumbai. We also identified socially vulnerable wards (administrative units) using a Social Vulnerability Index (SVI), developed based on 16 indicators using Principal Component Analysis (PCA). Developed regression models showed that the proposed accessibility measure explains the coverage and usage of healthcare services better than the traditional accessibility measure, which is based on only aggregate level travel time impedances. South Mumbai has relatively better accessibility for public hospitals and dispensaries, whereas, lower level of accessibility is observed in the eastern part for public healthcare services. Assessment for the spatial inequity based on the Gini index, bivariate Moran's I, and mean access value reveals a higher degree of spatial inequity for accessing government hospitals for the slum population. The study developed a decision framework to suggest effective policy measures, which can be prioritised based on SVI to reduce the disparity in the spatial distribution of accessibility to government healthcare systems for vulnerable groups. Our findings can aid transportation and urban planners, health researchers, and policymakers to improve accessibility in under-served areas and give special attention to the needs of the vulnerable population.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:jotrge:v:94:y:2021:i:c:s0966692321001769
    DOI: 10.1016/j.jtrangeo.2021.103123
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692321001769
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2021.103123?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Nikolaos Thomopoulos & Susan Grant-Muller, 2013. "Incorporating equity as part of the wider impacts in transport infrastructure assessment: an application of the SUMINI approach," Transportation, Springer, vol. 40(2), pages 315-345, February.
    2. 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.
    3. Cui, Boer & Boisjoly, Geneviève & El-Geneidy, Ahmed & Levinson, David, 2019. "Accessibility and the journey to work through the lens of equity," Journal of Transport Geography, Elsevier, vol. 74(C), pages 269-277.
    4. Welch, Timothy F. & Mishra, Sabyasachee, 2013. "A measure of equity for public transit connectivity," Journal of Transport Geography, Elsevier, vol. 33(C), pages 29-41.
    5. Thomopoulos, Nikolaos & Grant-Muller, Susan, 2013. "Incorporating equity as part of the wider impacts in transport infrastructure assessment: an application of the SUMINI approach," LSE Research Online Documents on Economics 60073, London School of Economics and Political Science, LSE Library.
    6. Deboosere, Robbin & El-Geneidy, Ahmed, 2018. "Evaluating equity and accessibility to jobs by public transport across Canada," Journal of Transport Geography, Elsevier, vol. 73(C), pages 54-63.
    7. Seongman Jang & Youngsoo An & Changhyo Yi & Seungil Lee, 2017. "Assessing the spatial equity of Seoul’s public transportation using the Gini coefficient based on its accessibility," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 21(1), pages 91-107, January.
    8. Owen, Andrew & Levinson, David M., 2015. "Modeling the commute mode share of transit using continuous accessibility to jobs," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 110-122.
    9. Moreno-Monroy, Ana I. & Lovelace, Robin & Ramos, Frederico R., 2018. "Public transport and school location impacts on educational inequalities: Insights from São Paulo," Journal of Transport Geography, Elsevier, vol. 67(C), pages 110-118.
    10. Ben-Elia, Eran & Benenson, Itzhak, 2019. "A spatially-explicit method for analyzing the equity of transit commuters' accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 31-42.
    11. Prasanta K. Sahu & Gajanand Sharma & Anirban Guharoy, 2018. "Commuter travel cost estimation at different levels of crowding in a suburban rail system: a case study of Mumbai," Public Transport, Springer, vol. 10(3), pages 379-398, December.
    12. Foth, Nicole & Manaugh, Kevin & El-Geneidy, Ahmed M., 2013. "Towards equitable transit: examining transit accessibility and social need in Toronto, Canada, 1996–2006," Journal of Transport Geography, Elsevier, vol. 29(C), pages 1-10.
    13. 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.
    14. Kaplan, Sigal & Popoks, Dmitrijs & Prato, Carlo Giacomo & Ceder, Avishai (Avi), 2014. "Using connectivity for measuring equity in transit provision," Journal of Transport Geography, Elsevier, vol. 37(C), pages 82-92.
    15. Kim, Junghwan & Lee, Bumsoo, 2019. "More than travel time: New accessibility index capturing the connectivity of transit services," Journal of Transport Geography, Elsevier, vol. 78(C), pages 8-18.
    16. Ricciardi, Anthony Michael & Xia, Jianhong(Cecilia) & Currie, Graham, 2015. "Exploring public transport equity between separate disadvantaged cohorts: a case study in Perth, Australia," Journal of Transport Geography, Elsevier, vol. 43(C), pages 111-122.
    17. Stepniak, Marcin & Rosik, Piotr, 2013. "Accessibility improvement, territorial cohesion and spillovers: a multidimensional evaluation of two motorway sections in Poland," Journal of Transport Geography, Elsevier, vol. 31(C), pages 154-163.
    18. Roger Vickerman & Klaus Spiekermann & Michael Wegener, 1999. "Accessibility and Economic Development in Europe," Regional Studies, Taylor & Francis Journals, vol. 33(1), pages 1-15.
    19. Barik, Debasis & Thorat, Amit, 2015. "Issues of unequal access to public health in India," MPRA Paper 77224, University Library of Munich, Germany.
    20. Delbosc, Alexa & Currie, Graham, 2011. "Using Lorenz curves to assess public transport equity," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1252-1259.
    21. Sanchez, Thomas W., 2008. "Poverty, policy, and public transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(5), pages 833-841, June.
    22. Boisjoly, Geneviève & El-Geneidy, Ahmed, 2016. "Daily fluctuations in transit and job availability: A comparative assessment of time-sensitive accessibility measures," Journal of Transport Geography, Elsevier, vol. 52(C), pages 73-81.
    23. Neutens, Tijs, 2015. "Accessibility, equity and health care: review and research directions for transport geographers," Journal of Transport Geography, Elsevier, vol. 43(C), pages 14-27.
    24. Fayyaz, S. Kiavash & Liu, Xiaoyue Cathy & Porter, Richard J., 2017. "Dynamic transit accessibility and transit gap causality analysis," Journal of Transport Geography, Elsevier, vol. 59(C), pages 27-39.
    25. Boisjoly, Geneviève & Moreno-Monroy, Ana Isabel & El-Geneidy, Ahmed, 2017. "Informality and accessibility to jobs by public transit: Evidence from the São Paulo Metropolitan Region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 89-96.
    26. Xia, Jianhong(Cecilia) & Nesbitt, Joshua & Daley, Rebekah & Najnin, Arfanara & Litman, Todd & Tiwari, Surya Prasad, 2016. "A multi-dimensional view of transport-related social exclusion: A comparative study of Greater Perth and Sydney," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 205-221.
    27. Khan, Abdullah A., 1992. "An integrated approach to measuring potential spatial access to health care services," Socio-Economic Planning Sciences, Elsevier, vol. 26(4), pages 275-287, October.
    28. Golub, Aaron & Martens, Karel, 2014. "Using principles of justice to assess the modal equity of regional transportation plans," Journal of Transport Geography, Elsevier, vol. 41(C), pages 10-20.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Ali Bokhari & Farahnaz Sharifi, 2023. "Simultaneous Inequity of Elderly Residents in Melbourne Metropolitan," Sustainability, MDPI, vol. 15(3), pages 1-17, January.
    3. Gao, Ya & Pan, Haixiao & Xie, Zhilin & Habib, Khandker Nurul, 2023. "Understanding patients heterogeneity in healthcare travel and hospital choice - A latent class analysis with covariates," Journal of Transport Geography, Elsevier, vol. 110(C).
    4. Zhuolin Tao & Qi Wang, 2022. "Facility or Transport Inequality? Decomposing Healthcare Accessibility Inequality in Shenzhen, China," IJERPH, MDPI, vol. 19(11), pages 1-14, June.
    5. Ying Chen & Jiale Wu, 2022. "The Effect of the Referral System on the Accessibility of Healthcare Services: A Case Study of the Wuhan Metropolitan Development Zone," IJERPH, MDPI, vol. 19(16), pages 1-14, August.
    6. Tao, Zhuolin & Zhao, Min, 2023. "Planning for equal transit-based accessibility of healthcare facilities: A case study of Shenzhen, China," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    7. Jinhui Ma & Haijing Huang & Daibin Liu, 2023. "Influences of Spatial Accessibility and Service Capacity on the Utilization of Elderly-Care Facilities: A Case Study of the Main Urban Area of Chongqing," IJERPH, MDPI, vol. 20(6), pages 1-19, March.
    8. , Marcin Wozniak & Radzimski, Adam & Wajchman-Świtalska, Sandra, 2024. "Is More Always Better? Evaluating Accessibility to Parks and Forests in 33 European Cities Using Sustainable Modes of Transportation," OSF Preprints hcwgp, Center for Open Science.
    9. Jan Jekl & Jiří Jánský, 2022. "Security Challenges and Economic-Geographical Metrics for Analyzing Safety to Achieve Sustainable Protection," Sustainability, MDPI, vol. 14(22), pages 1-19, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ben-Elia, Eran & Benenson, Itzhak, 2019. "A spatially-explicit method for analyzing the equity of transit commuters' accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 31-42.
    2. Ilaria Henke & Armando Cartenì & Clorinda Molitierno & Assunta Errico, 2020. "Decision-Making in the Transport Sector: A Sustainable Evaluation Method for Road Infrastructure," Sustainability, MDPI, vol. 12(3), pages 1-19, January.
    3. Cascetta, Ennio & Cartenì, Armando & Henke, Ilaria & Pagliara, Francesca, 2020. "Economic growth, transport accessibility and regional equity impacts of high-speed railways in Italy: ten years ex post evaluation and future perspectives," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 412-428.
    4. Jun Yang & Andong Guo & Xueming Li & Tai Huang, 2018. "Study of the Impact of a High-Speed Railway Opening on China’s Accessibility Pattern and Spatial Equality," Sustainability, MDPI, vol. 10(8), pages 1-13, August.
    5. Gabriella Vitorino Guimarães & Tálita Floriano Santos & Vicente Aprigliano Fernandes & Jorge Eliécer Córdoba Maquilón & Marcelino Aurélio Vieira da Silva, 2020. "Assessment for the Social Sustainability and Equity under the Perspective of Accessibility to Jobs," Sustainability, MDPI, vol. 12(23), pages 1-23, December.
    6. Lope, Dinah Jane & Dolgun, Anil, 2020. "Measuring the inequality of accessible trams in Melbourne," Journal of Transport Geography, Elsevier, vol. 83(C).
    7. Jafino, Bramka Arga, 2021. "An equity-based transport network criticality analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 144(C), pages 204-221.
    8. Tao, Sui & Cheng, Long & He, Sylvia & Witlox, Frank, 2023. "Examining the non-linear effects of transit accessibility on daily trip duration: A focus on the low-income population," Journal of Transport Geography, Elsevier, vol. 109(C).
    9. Liu, Chengliang & Duan, Dezhong, 2020. "Spatial inequality of bus transit dependence on urban streets and its relationships with socioeconomic intensities: A tale of two megacities in China," Journal of Transport Geography, Elsevier, vol. 86(C).
    10. Allen, Jeff & Farber, Steven, 2019. "Sizing up transport poverty: A national scale accounting of low-income households suffering from inaccessibility in Canada, and what to do about it," Transport Policy, Elsevier, vol. 74(C), pages 214-223.
    11. Allen, Jeff & Farber, Steven, 2019. "Sizing up transport poverty: A national scale accounting of low-income households suffering from inaccessibility in Canada, and what to do about it," SocArXiv ua2gj, Center for Open Science.
    12. Hugo de Alba-Martínez & Alejandro L. Grindlay & Gabriela Ochoa-Covarrubias, 2020. "(In)Equitable Accessibility to Sustainable Transport from Universities in the Guadalajara Metropolitan Area, Mexico," Sustainability, MDPI, vol. 13(1), pages 1-18, December.
    13. Stępniak, Marcin & Pritchard, John P. & Geurs, Karst T. & Goliszek, Sławomir, 2019. "The impact of temporal resolution on public transport accessibility measurement: Review and case study in Poland," Journal of Transport Geography, Elsevier, vol. 75(C), pages 8-24.
    14. Chan, Ho-Yin & Chen, Anthony & Li, Guoyuan & Xu, Xiangdong & Lam, William, 2021. "Evaluating the value of new metro lines using route diversity measures: The case of Hong Kong's Mass Transit Railway system," Journal of Transport Geography, Elsevier, vol. 91(C).
    15. Boisjoly, Geneviève & Serra, Bernardo & Oliveira, Gabriel T. & El-Geneidy, Ahmed, 2020. "Accessibility measurements in São Paulo, Rio de Janeiro, Curitiba and Recife, Brazil," Journal of Transport Geography, Elsevier, vol. 82(C).
    16. Kaplan, Sigal & Popoks, Dmitrijs & Prato, Carlo Giacomo & Ceder, Avishai (Avi), 2014. "Using connectivity for measuring equity in transit provision," Journal of Transport Geography, Elsevier, vol. 37(C), pages 82-92.
    17. Rubensson, Isak & Susilo, Yusak & Cats, Oded, 2020. "Fair accessibility – Operationalizing the distributional effects of policy interventions," Journal of Transport Geography, Elsevier, vol. 89(C).
    18. Jomehpour Chahar Aman, Javad & Smith-Colin, Janille, 2020. "Transit Deserts: Equity analysis of public transit accessibility," Journal of Transport Geography, Elsevier, vol. 89(C).
    19. Chen, Zhiwei & Guo, Yujie & Stuart, Amy L. & Zhang, Yu & Li, Xiaopeng, 2019. "Exploring the equity performance of bike-sharing systems with disaggregated data: A story of southern Tampa," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 529-545.
    20. Sun, Zhe & Zacharias, John, 2020. "Transport equity as relative accessibility in a megacity: Beijing," Transport Policy, Elsevier, vol. 92(C), pages 8-19.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jotrge:v:94:y:2021:i:c:s0966692321001769. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-transport-geography .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.