IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v79y2018icp507-519.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837717313042
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.landusepol.2018.08.043?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. 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, December.
    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, November.
    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. Tiznado-Aitken, Ignacio & Lucas, Karen & Muñoz, Juan Carlos & Hurtubia, Ricardo, 2022. "Freedom of choice? Social and spatial disparities on combined housing and transport affordability," Transport Policy, Elsevier, vol. 122(C), pages 39-53.
    2. 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.
    3. Sergi, S. Bruno & D’Aleo, Vittorio & Arbolino, Roberta & Carlucci, Fabio & Barilla, David & Ioppolo, Giuseppe, 2020. "Evaluation of the Italian transport infrastructures: A technical and economic efficiency analysis," Land Use Policy, Elsevier, vol. 99(C).
    4. 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).

    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. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "Data envelopment analysis 1978–2010: A citation-based literature survey," Omega, Elsevier, vol. 41(1), pages 3-15.
    2. Chiou, Yu-Chiun & Lan, Lawrence W. & Yen, Barbara T.H., 2010. "A joint measurement of efficiency and effectiveness for non-storable commodities: Integrated data envelopment analysis approaches," European Journal of Operational Research, Elsevier, vol. 201(2), pages 477-489, March.
    3. Jorge Antunes & Abdollah Hadi-Vencheh & Ali Jamshidi & Yong Tan & Peter Wanke, 2022. "Bank efficiency estimation in China: DEA-RENNA approach," Annals of Operations Research, Springer, vol. 315(2), pages 1373-1398, August.
    4. Sanjeet Singh & Prabhat Ranjan, 2018. "Efficiency analysis of non-homogeneous parallel sub-unit systems for the performance measurement of higher education," Annals of Operations Research, Springer, vol. 269(1), pages 641-666, October.
    5. 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.
    6. Zhao, Y. & Triantis, K. & Murray-Tuite, P. & Edara, P., 2011. "Performance measurement of a transportation network with a downtown space reservation system: A network-DEA approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 1140-1159.
    7. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    8. Toloo, Mehdi & Tone, Kaoru & Izadikhah, Mohammad, 2023. "Selecting slacks-based data envelopment analysis models," European Journal of Operational Research, Elsevier, vol. 308(3), pages 1302-1318.
    9. Chiu, Yung-ho & Huang, Chin-wei & Ma, Chun-Mei, 2011. "Assessment of China transit and economic efficiencies in a modified value-chains DEA model," European Journal of Operational Research, Elsevier, vol. 209(2), pages 95-103, March.
    10. Chaouk, Mohammed & Pagliari, Dr Romano & Moxon, Richard, 2020. "The impact of national macro-environment exogenous variables on airport efficiency," Journal of Air Transport Management, Elsevier, vol. 82(C).
    11. Adler, Nicole & Friedman, Lea & Sinuany-Stern, Zilla, 2002. "Review of ranking methods in the data envelopment analysis context," European Journal of Operational Research, Elsevier, vol. 140(2), pages 249-265, July.
    12. Xianmei Wang & Hanhui Hu, 2017. "Sustainability in Chinese Higher Educational Institutions’ Social Science Research: A Performance Interface toward Efficiency," Sustainability, MDPI, vol. 9(11), pages 1-18, October.
    13. Tavassoli, Mohammad & Faramarzi, Gholam Reza & Farzipoor Saen, Reza, 2014. "Efficiency and effectiveness in airline performance using a SBM-NDEA model in the presence of shared input," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 146-153.
    14. Mahmoudi, Reza & Emrouznejad, Ali & Shetab-Boushehri, Seyyed-Nader & Hejazi, Seyed Reza, 2020. "The origins, development and future directions of data envelopment analysis approach in transportation systems," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    15. Mohsen Khodakarami & Amir Shabani & Reza Farzipoor Saen, 2016. "Concurrent estimation of efficiency, effectiveness and returns to scale," International Journal of Systems Science, Taylor & Francis Journals, vol. 47(5), pages 1202-1220, April.
    16. Vincenzo Patrizii & Anna Pettini & Giuliano Resce, 2017. "The Cost of Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 985-1010, September.
    17. Holden, R. & Xu, B. & Greening, P. & Piecyk, M. & Dadhich, P., 2016. "Towards a common measure of greenhouse gas related logistics activity using data envelopment analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 91(C), pages 105-119.
    18. Chen, Chialin & Zhu, Joe & Yu, Jiun-Yu & Noori, Hamid, 2012. "A new methodology for evaluating sustainable product design performance with two-stage network data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 221(2), pages 348-359.
    19. Victor John M. Cantor & Kim Leng Poh, 2020. "Efficiency measurement for general network systems: a slacks-based measure model," Journal of Productivity Analysis, Springer, vol. 54(1), pages 43-57, August.
    20. Aleksandra Górecka & Joanna Baran & Helga Pavlic Skender & Mirjana Grcic Fabic, 2018. "Correlation Between Inland Transport Efficiency, Gdp And Environmental Aspects In Eu Countries," Business Logistics in Modern Management, Josip Juraj Strossmayer University of Osijek, Faculty of Economics, Croatia, vol. 18, pages 453-470.

    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:lauspo:v:79:y:2018:i:c:p:507-519. 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: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    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.