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

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  • 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
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    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Sanchez, Thomas W., 2008. "Poverty, policy, and public transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(5), pages 833-841, June.
    14. 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.
    15. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    16. 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.
    17. Church, A. & Frost, M. & Sullivan, K., 2000. "Transport and social exclusion in London," Transport Policy, Elsevier, vol. 7(3), pages 195-205, July.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    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.
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