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The effect of transport cost on housing affordability: Experiences from the Bandung Metropolitan Area, Indonesia

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  • Dewita, Yulia
  • Yen, Barbara T.H.
  • Burke, Matthew

Abstract

Transport and housing costs are interrelated due to their substantial share of household budgets. In many cases, households are making trade-offs by either spending more on housing in the inner city with lower transport costs or choosing more affordable housing in suburban areas, with higher commuting cost. This paper aims to examine housing and transport affordability by exploring middle to low-income household’s transport and housing expenses in the Bandung Metropolitan Area (BMA), Indonesia. Households in nine locations within BMA with various housing type and spatial characteristics were surveyed. Collected data from 405 households are used to measure variables including fuel, parking, maintenance cost, public transport fares spent by households, rent and ‘owner equivalent rent’. This study proposes the data envelopment analysis (DEA) method to measure affordability. The analysis measures each housing location’s performance in terms of housing and transport affordability. The results indicate that the overall affordability is affected by housing type, choice of transport modes and distance to work and school. This study contributes to the growing literature of both transport and housing affordability and has implications for policy in the urban, housing, and transport sectors in Indonesia.

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  • Dewita, Yulia & Yen, Barbara T.H. & Burke, Matthew, 2018. "The effect of transport cost on housing affordability: Experiences from the Bandung Metropolitan Area, Indonesia," Land Use Policy, Elsevier, vol. 79(C), pages 507-519.
  • Handle: RePEc:eee:lauspo:v:79:y:2018:i:c:p:507-519
    DOI: 10.1016/j.landusepol.2018.08.043
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    as
    1. Richard Arnott, 2008. "Housing policy in developing countries. The importance of the informal economy," Working Papers 200801, University of California at Riverside, Department of Economics, revised Jan 2008.
    2. Karlaftis, Matthew G., 2004. "A DEA approach for evaluating the efficiency and effectiveness of urban transit systems," European Journal of Operational Research, Elsevier, vol. 152(2), pages 354-364, January.
    3. Chiou, Yu-Chiun & Lan, Lawrence W. & Yen, Barbara T.H., 2012. "Route-based data envelopment analysis models," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 415-425.
    4. Avkiran, Necmi K., 2011. "Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks," Omega, Elsevier, vol. 39(3), pages 323-334, June.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Kao, Chiang & Hwang, Shiuh-Nan, 2008. "Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan," European Journal of Operational Research, Elsevier, vol. 185(1), pages 418-429, February.
    7. Saberi, Meead & Wu, Hongzhi & Amoh-Gyimah, Richard & Smith, Jonathan & Arunachalam, Dharmalingam, 2017. "Measuring housing and transportation affordability: A case study of Melbourne, Australia," Journal of Transport Geography, Elsevier, vol. 65(C), pages 134-146.
    8. Andrés Gómez-Lobo, 2011. "Affordability of Public Transport A Methodological Clarification," Journal of Transport Economics and Policy, University of Bath, vol. 45(3), pages 437-456, September.
    9. Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
    10. Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
    11. Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
    12. Richard Arnott, 2008. "Housing Policy in Developing Countries," World Bank Publications - Books, The World Bank Group, number 28043.
    13. Erick Guerra & Mariel Kirschen, 2016. "Housing Plus Transportation Affordability Indices: Uses, Opportunities, and Challenges," International Transport Forum Discussion Papers 2016/14, OECD Publishing.
    14. P. M. Haas & G. L. Newmark & T. R. Morrison, 2016. "Untangling Housing Cost and Transportation Interactions: The Location Affordability Index Model—Version 2 (LAIM2)," Housing Policy Debate, Taylor & Francis Journals, vol. 26(4-5), pages 568-582, September.
    15. Nandinee Kutty, 2005. "A new measure of housing affordability: Estimates and analytical results," Housing Policy Debate, Taylor & Francis Journals, vol. 16(1), pages 113-142.
    16. Joewono, Tri B. & Tarigan, Ari K.M. & Susilo, Yusak O., 2016. "Road-based public transportation in urban areas of Indonesia: What policies do users expect to improve the service quality?," Transport Policy, Elsevier, vol. 49(C), pages 114-124.
    17. Mulliner, Emma & Smallbone, Kieran & Maliene, Vida, 2013. "An assessment of sustainable housing affordability using a multiple criteria decision making method," Omega, Elsevier, vol. 41(2), pages 270-279.
    18. Adler, Nicole & Golany, Boaz, 2001. "Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe," European Journal of Operational Research, Elsevier, vol. 132(2), pages 260-273, July.
    19. Isalou, Ali A. & Litman, Todd & Shahmoradi, Behzad, 2014. "Testing the housing and transportation affordability index in a developing world context: A sustainability comparison of central and suburban districts in Qom, Iran," Transport Policy, Elsevier, vol. 33(C), pages 33-39.
    20. Paul Jones, 2017. "Formalizing the Informal: Understanding the Position of Informal Settlements and Slums in Sustainable Urbanization Policies and Strategies in Bandung, Indonesia," Sustainability, MDPI, vol. 9(8), pages 1-27, August.
    21. Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
    22. Heston, Alan & Nakamura, Alice O., 2009. "Questions about the equivalence of market rents and user costs for owner occupied housing," Journal of Housing Economics, Elsevier, vol. 18(3), pages 273-279, September.
    23. Michael Stone, 2006. "What is housing affordability? The case for the residual income approach," Housing Policy Debate, Taylor & Francis Journals, vol. 17(1), pages 151-184.
    24. Coulombel, Nicolas, 2018. "Why housing and transport costs should always be considered together: A monocentric analysis of prudential measures in housing access," Transport Policy, Elsevier, vol. 65(C), pages 89-105.
    25. Sheth, Chintan & Triantis, Konstantinos & Teodorovic, Dusan, 2007. "Performance evaluation of bus routes: A provider and passenger perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(4), pages 453-478, July.
    26. Chiou, Yu-Chiun & Chen, Yen-Heng, 2006. "Route-based performance evaluation of Taiwanese domestic airlines using data envelopment analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(2), pages 116-127, March.
    27. E Thanassoulis & M Kortelainen & G Johnes & J Johnes, 2011. "Costs and efficiency of higher education institutions in England: a DEA analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(7), pages 1282-1297, July.
    28. Merkert, Rico & Hensher, David A., 2011. "The impact of strategic management and fleet planning on airline efficiency - A random effects Tobit model based on DEA efficiency scores," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(7), pages 686-695, August.
    29. 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.
    30. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, December.
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    3. Takumi Ito & Tsuyoshi Setoguchi & Takashi Miyauchi & Akira Ishii & Norihiro Watanabe, 2019. "Sustainable Downtown Development for the Tsunami-Prepared Urban Revitalization of Regional Coastal Cities," Sustainability, MDPI, vol. 11(4), pages 1-23, February.
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    5. Yen, Barbara T.H. & Li, Jun-Sheng, 2022. "Route-based performance evaluation for airlines – A metafrontier data envelopment analysis approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).

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