IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v137y2018i1d10.1007_s11205-017-1616-2.html
   My bibliography  Save this article

Transportation Disadvantage and Neighborhood Sociodemographics: A Composite Indicator Approach to Examining Social Inequalities

Author

Listed:
  • Rui Xiao

    (Wuhan University)

  • Guofeng Wang

    (China Highway Engineering Consulting Corporation)

  • Meng Wang

    (Wuhan Planning and Design Institute)

Abstract

Transportation disadvantage refers to the barriers to or limits on the participation in daily socioeconomic and political life due to the reduced physical accessibility to services and opportunities. The transportation disadvantaged groups not only face the problems of social exclusion in location, but also experience greater exposure to a diversity of social and environmental threat. Under this context, identifying the transportation disadvantaged neighborhoods is of great interest for urban planners. This paper examines the transportation disadvantage in association with neighborhood sociodemographics in Shenzhen, China. A set of multidimensional indicators are initially selected to measure the transportation disadvantage (physical conditions, public transport services, education opportunity, employment opportunity, medical care opportunity, food opportunity, and commercial opportunity). Based on these indicators, principal component analysis produces four composite indicators of different types of transportation disadvantage: transportation disadvantage in physical infrastructure and public services, transportation disadvantage in food and education accessibility, transportation disadvantage in medical care accessibility, and transportation disadvantage in commercial and employment accessibility. In space, the transportation disadvantaged neighborhoods are generally located in the outskirts. Transportation disadvantage is more likely to be observed in neighborhoods that are economically, educationally, residentially and occupationally disadvantaged. These findings reveal significant inequalities in transportation opportunity.

Suggested Citation

  • Rui Xiao & Guofeng Wang & Meng Wang, 2018. "Transportation Disadvantage and Neighborhood Sociodemographics: A Composite Indicator Approach to Examining Social Inequalities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 29-43, May.
  • Handle: RePEc:spr:soinre:v:137:y:2018:i:1:d:10.1007_s11205-017-1616-2
    DOI: 10.1007/s11205-017-1616-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-017-1616-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11205-017-1616-2?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Maroto, Andrés & Zofío, José Luis, 2016. "Accessibility gains and road transport infrastructure in Spain: A productivity approach based on the Malmquist index," Journal of Transport Geography, Elsevier, vol. 52(C), pages 143-152.
    2. Vijaya Krishnan, 2015. "Development of a Multidimensional Living Conditions Index (LCI)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(2), pages 455-481, January.
    3. Wang, Chih-Hao & Chen, Na, 2015. "A GIS-based spatial statistical approach to modeling job accessibility by transportation mode: case study of Columbus, Ohio," Journal of Transport Geography, Elsevier, vol. 45(C), pages 1-11.
    4. Power, Anne, 2012. "Social inequality, disadvantaged neighbourhoods and transport deprivation: an assessment of the historical influence of housing policies," Journal of Transport Geography, Elsevier, vol. 21(C), pages 39-48.
    5. Li, Tiebei & Dodson, Jago & Sipe, Neil, 2015. "Differentiating metropolitan transport disadvantage by mode: Household expenditure on private vehicle fuel and public transport fares in Brisbane, Australia," Journal of Transport Geography, Elsevier, vol. 49(C), pages 16-25.
    6. Lucas, Karen, 2011. "Making the connections between transport disadvantage and the social exclusion of low income populations in the Tshwane Region of South Africa," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1320-1334.
    7. Kristin Moore & Sharon Vandivere & Zakia Redd, 2006. "A Sociodemographic Risk Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 75(1), pages 45-81, January.
    8. Nazeem Muhajarine & Ronald Labonte & Allison Williams & James Randall, 2008. "Person, Perception, and Place: What Matters to Health and Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 85(1), pages 53-80, January.
    9. Duvarci, Yavuz & Yigitcanlar, Tan & Mizokami, Shoshi, 2015. "Transportation disadvantage impedance indexing: A methodological approach to reduce policy shortcomings," Journal of Transport Geography, Elsevier, vol. 48(C), pages 61-75.
    10. Kamruzzaman, Md. & Hine, Julian, 2011. "Participation index: a measure to identify rural transport disadvantage?," Journal of Transport Geography, Elsevier, vol. 19(4), pages 882-899.
    11. Sanchez, Thomas W., 2008. "Poverty, policy, and public transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(5), pages 833-841, June.
    12. Blair, Neale & Hine, Julian & Bukhari, Syed Murtaza Asghar, 2013. "Analysing the impact of network change on transport disadvantage: a GIS-based case study of Belfast," Journal of Transport Geography, Elsevier, vol. 31(C), pages 192-200.
    13. Loader, Chris & Stanley, John, 2009. "Growing bus patronage and addressing transport disadvantage--The Melbourne experience," Transport Policy, Elsevier, vol. 16(3), pages 106-114, July.
    14. Engels, Benno & Liu, Gang-Jun, 2011. "Social exclusion, location and transport disadvantage amongst non-driving seniors in a Melbourne municipality, Australia," Journal of Transport Geography, Elsevier, vol. 19(4), pages 984-996.
    15. Currie, Graham & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2009. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne--Preliminary results," Transport Policy, Elsevier, vol. 16(3), pages 97-105, July.
    16. Patricia Mokhtarian & Ilan Salomon & Susan Handy, 2006. "The Impacts of Ict on leisure Activities and Travel: A Conceptual Exploration," Transportation, Springer, vol. 33(3), pages 263-289, May.
    17. Shay, Elizabeth & Combs, Tabitha S. & Findley, Daniel & Kolosna, Carl & Madeley, Michelle & Salvesen, David, 2016. "Identifying transportation disadvantage: Mixed-methods analysis combining GIS mapping with qualitative data," Transport Policy, Elsevier, vol. 48(C), pages 129-138.
    18. Delmelle, Elizabeth Cahill & Casas, Irene, 2012. "Evaluating the spatial equity of bus rapid transit-based accessibility patterns in a developing country: The case of Cali, Colombia," Transport Policy, Elsevier, vol. 20(C), pages 36-46.
    19. Hine, Julian & Grieco, Margaret, 2003. "Scatters and clusters in time and space: implications for delivering integrated and inclusive transport," Transport Policy, Elsevier, vol. 10(4), pages 299-306, October.
    20. In Kwon Park & Burkhard von Rabenau, 2011. "Disentangling Agglomeration Economies: Agents, Sources, And Spatial Dependence," Journal of Regional Science, Wiley Blackwell, vol. 51(5), pages 897-930, December.
    21. 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.
    22. Saharnaz Nedjat & Reza Majdzadeh & Azita Kheiltash & Ensiyeh Jamshidi & Shahryar Yazdani, 2013. "Social Capital in Association with Socioeconomic Variables in Iran," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(3), pages 1153-1170, September.
    23. Idlir Licaj & Mohamed Mouloud Haddak & Pascal Pochet & Mireille Chiron, 2012. "Individual and contextual socioeconomic disadvantages and car driving between 16 and 24 years of age: a multilevel study in the Rhône Département (France)," Post-Print halshs-00657323, HAL.
    24. Delbosc, Alexa & Currie, Graham, 2011. "The spatial context of transport disadvantage, social exclusion and well-being," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1130-1137.
    25. 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.
    26. Shaw, Shih-Lung & Fang, Zhixiang & Lu, Shiwei & Tao, Ran, 2014. "Impacts of high speed rail on railroad network accessibility in China," Journal of Transport Geography, Elsevier, vol. 40(C), pages 112-122.
    27. Schwanen, Tim & Lucas, Karen & Akyelken, Nihan & Cisternas Solsona, Diego & Carrasco, Juan-Antonio & Neutens, Tijs, 2015. "Rethinking the links between social exclusion and transport disadvantage through the lens of social capital," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 123-135.
    28. Scott, Darren M. & Horner, Mark W., 2008. "Examining The Role of Urban Form In Shaping People’s Accessibility to Opportunities: An Exploratory Spatial Data Analysis," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 1(2), pages 89-119.
    29. Pyrialakou, V. Dimitra & Gkritza, Konstantina & Fricker, Jon D., 2016. "Accessibility, mobility, and realized travel behavior: Assessing transport disadvantage from a policy perspective," Journal of Transport Geography, Elsevier, vol. 51(C), pages 252-269.
    30. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    31. Church, A. & Frost, M. & Sullivan, K., 2000. "Transport and social exclusion in London," Transport Policy, Elsevier, vol. 7(3), pages 195-205, July.
    32. Antonio Páez & Ruben Gertes Mercado & Steven Farber & Catherine Morency & Matthew Roorda, 2010. "Relative Accessibility Deprivation Indicators for Urban Settings: Definitions and Application to Food Deserts in Montreal," Urban Studies, Urban Studies Journal Limited, vol. 47(7), pages 1415-1438, June.
    33. 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.
    34. Páez, Antonio & Scott, Darren M. & Morency, Catherine, 2012. "Measuring accessibility: positive and normative implementations of various accessibility indicators," Journal of Transport Geography, Elsevier, vol. 25(C), pages 141-153.
    35. 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.
    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. Matheus Pereira Libório & Alexandre Magno Alves Diniz & Hamidreza Rabiei-Dastjerd & Oseias da Silva Martinuci & Carlos Augusto Paiva da Silva Martins & Petr Iakovlevitch Ekel, 2023. "A Decision Framework for Identifying Methods to Construct Stable Composite Indicators That Capture the Concept of Multidimensional Social Phenomena: The Case of Social Exclusion," Sustainability, MDPI, vol. 15(7), pages 1-17, April.
    2. Francisco Benita, 2019. "A New Measure of Transport Disadvantage for the Developing World Using Free Smartphone Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 415-435, August.
    3. Cunha, Isabel & Silva, Cecília, 2023. "Assessing the equity impact of cycling infrastructure allocation: Implications for planning practice," Transport Policy, Elsevier, vol. 133(C), pages 15-26.
    4. Luz, Gregorio & da Silva Portugal, Licinio, 2021. "Understanding Transport-Related Social Exclusion Through the Lens of Capabilities Approach," OSF Preprints 4d3uy, Center for Open Science.
    5. Luz, Gregório & Barboza, Matheus H.C. & Portugal, Licinio & Giannotti, Mariana & van Wee, Bert, 2022. "Does better accessibility help to reduce social exclusion? Evidence from the city of São Paulo, Brazil," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 186-217.
    6. Gu, Jiafeng, 2024. "Determinants of public transportation disability among older adults in China," Transport Policy, Elsevier, vol. 150(C), pages 71-79.
    7. 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.
    8. Peishen Wu & Mei Liu, 2022. "A Framework for the Spatial Inequality in Urban Public Facility for Urban Planning, Design and Management," Land, MDPI, vol. 11(9), pages 1-20, August.
    9. Luz, Gregorio & Barboza, Matheus Henrique Cunha & da Silva Portugal, Licinio & Giannotti, Mariana & van Wee, Bert, 2022. "Does better accessibility help to reduce social exclusion? Evidence from the City of São Paulo, Brazil," SocArXiv 2p896, Center for Open Science.
    10. Kain Glensor, 2018. "Development of an Index of Transport-User Vulnerability, and its Application in Enschede, The Netherlands," Sustainability, MDPI, vol. 10(7), pages 1-12, July.
    11. Shukui Tan & Yi Zhao & Wenke Huang, 2019. "Neighborhood Social Disadvantage and Bicycling Behavior: A Big Data-Spatial Approach Based on Social Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(3), pages 985-999, October.

    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. Md. Kamruzzaman & Tan Yigitcanlar & Jay Yang & Mohd Afzan Mohamed, 2016. "Measures of Transport-Related Social Exclusion: A Critical Review of the Literature," Sustainability, MDPI, vol. 8(7), pages 1-30, July.
    2. Duvarci, Yavuz & Yigitcanlar, Tan & Mizokami, Shoshi, 2015. "Transportation disadvantage impedance indexing: A methodological approach to reduce policy shortcomings," Journal of Transport Geography, Elsevier, vol. 48(C), pages 61-75.
    3. 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.
    4. Bueno Rezendede Castro, André & Ortega Sandoval, Abby Daniela & Odamtten, Genevieve, 2022. "Up around the bend? How transport poverty can lead to social exclusion in a low-income community in Lagos, Nigeria," Journal of Transport Geography, Elsevier, vol. 102(C).
    5. Pyrialakou, V. Dimitra & Gkritza, Konstantina & Fricker, Jon D., 2016. "Accessibility, mobility, and realized travel behavior: Assessing transport disadvantage from a policy perspective," Journal of Transport Geography, Elsevier, vol. 51(C), pages 252-269.
    6. 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.
    7. 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).
    8. Adeel, Muhammad & Yeh, Anthony Gar-On & Zhang, Feng, 2016. "Transportation disadvantage and activity participation in the cities of Rawalpindi and Islamabad, Pakistan," Transport Policy, Elsevier, vol. 47(C), pages 1-12.
    9. Su, Shiliang & Zhou, Hao & Xu, Mengya & Ru, Hu & Wang, Wen & Weng, Min, 2019. "Auditing street walkability and associated social inequalities for planning implications," Journal of Transport Geography, Elsevier, vol. 74(C), pages 62-76.
    10. Saghapour, Tayebeh & Moridpour, Sara & Thompson, Russell G., 2016. "Public transport accessibility in metropolitan areas: A new approach incorporating population density," Journal of Transport Geography, Elsevier, vol. 54(C), pages 273-285.
    11. Xiaoshu Cao & Huiling Chen & Feiwen Liang & Wulin Wang, 2018. "Measurement and Spatial Differentiation Characteristics of Transit Equity: A Case Study of Guangzhou, China," Sustainability, MDPI, vol. 10(4), pages 1-17, April.
    12. van Dülmen, Christoph & Šimon, Martin & Klärner, Andreas, 2022. "Transport poverty meets car dependency: A GPS tracking study of socially disadvantaged groups in European rural peripheries," Journal of Transport Geography, Elsevier, vol. 101(C).
    13. Wang, Chih-Hao & Chen, Na, 2015. "A GIS-based spatial statistical approach to modeling job accessibility by transportation mode: case study of Columbus, Ohio," Journal of Transport Geography, Elsevier, vol. 45(C), pages 1-11.
    14. (Ato) Xu, Wangtu & Zhou, Jiangping & Yang, Linchuan & Li, Ling, 2018. "The implications of high-speed rail for Chinese cities: Connectivity and accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 308-326.
    15. Bantis, Thanos & Haworth, James, 2020. "Assessing transport related social exclusion using a capabilities approach to accessibility framework: A dynamic Bayesian network approach," Journal of Transport Geography, Elsevier, vol. 84(C).
    16. Walks, Alan, 2018. "Driving the poor into debt? Automobile loans, transport disadvantage, and automobile dependence," Transport Policy, Elsevier, vol. 65(C), pages 137-149.
    17. Casas, Irene & Delmelle, Elizabeth C., 2014. "Identifying dimensions of exclusion from a BRT system in a developing country: a content analysis approach," Journal of Transport Geography, Elsevier, vol. 39(C), pages 228-237.
    18. Muhammad Adeel & Anthony Gar-On Yeh & Feng Zhang, 2016. "Transportation disadvantage and activity participation in the cities of Rawalpindi and Islamabad, Pakistan," LSE Research Online Documents on Economics 65025, London School of Economics and Political Science, LSE Library.
    19. 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.
    20. 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.

    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:spr:soinre:v:137:y:2018:i:1:d:10.1007_s11205-017-1616-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.