IDEAS home Printed from https://ideas.repec.org/a/sae/envirb/v48y2021i2p376-391.html
   My bibliography  Save this article

Simulating the impact of developers’ capital possession on urban development across a megacity: An agent-based approach

Author

Listed:
  • Agung Wahyudi
  • Yan Liu
  • Jonathan Corcoran

Abstract

The spatial decisions of land developers are known to play a significant role in driving urban expansion into previously undeveloped areas. This is especially the case in developing country contexts. Using the Jakarta Metropolitan Area as the case study context, we model the impact of capital possession by land developers on the location selection and unveil the way in which this exerts an effect on the spatial patterns of urban development. Through a hybrid agent-based and microeconomic modelling approach, different scenarios of capital possession and loans are simulated. Results show that areas with high values of return and low development costs are most likely to emerge as targeted locales. In order to result in measurable impact on the Jakarta Metropolitan Area urban footprint, developers need to possess a minimum capital investment of US$375 m allied with a 75% lending capacity. Results also reveal that the impact of the large land developers – those with in excess of US$750 m in capital that bring higher levels of lending leverage – extend the urban footprint in more predictable ways compared to land developers with less capital and lending capacity. Our study demonstrates the value of adopting an agent-based model to explore how human decisions at the individual scale can influence the emergence of new urban forms in a rapidly developing metropolitan region.

Suggested Citation

  • Agung Wahyudi & Yan Liu & Jonathan Corcoran, 2021. "Simulating the impact of developers’ capital possession on urban development across a megacity: An agent-based approach," Environment and Planning B, , vol. 48(2), pages 376-391, February.
  • Handle: RePEc:sae:envirb:v:48:y:2021:i:2:p:376-391
    DOI: 10.1177/2399808319875983
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/2399808319875983
    Download Restriction: no

    File URL: https://libkey.io/10.1177/2399808319875983?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. R White & G Engelen, 1993. "Cellular Automata and Fractal Urban Form: A Cellular Modelling Approach to the Evolution of Urban Land-Use Patterns," Environment and Planning A, , vol. 25(8), pages 1175-1199, August.
    2. Mike Gillen & Peter Fisher, 2002. "Residential developer behaviour in land price determination," Journal of Property Research, Taylor & Francis Journals, vol. 19(1), pages 39-59.
    3. Edward J. Kaiser, 1968. "Locational Decision Factors in a Producer Model of Residental Development," Land Economics, University of Wisconsin Press, vol. 44(3), pages 351-362.
    4. Dani Broitman & Daniel Czamanski, 2015. "Bursts and Avalanches: The Dynamics of Polycentric Urban Evolution," Environment and Planning B, , vol. 42(1), pages 58-75, February.
    5. Bruce W. Ferguson & Michael L. Hoffman, 1993. "Land Markets And The Effect Of Regulation On Formal†Sector Development In Urban Indonesia," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 5(1), pages 51-73, January.
    6. Tatiana Filatova & Dawn C. Parker & Anne van der Veen, 2009. "Agent-Based Urban Land Markets: Agent's Pricing Behavior, Land Prices and Urban Land Use Change," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(1), pages 1-3.
    7. Shipeng Sun & Dawn C. Parker & Qingxu Huang & Tatiana Filatova & Derek T. Robinson & Rick L. Riolo & Meghan Hutchins & Daniel G. Brown, 2014. "Market Impacts on Land-Use Change: An Agent-Based Experiment," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 104(3), pages 460-484, May.
    8. Karen C. Seto & Robert K. Kaufmann, 2003. "Modeling the Drivers of Urban Land Use Change in the Pearl River Delta, China: Integrating Remote Sensing with Socioeconomic Data," Land Economics, University of Wisconsin Press, vol. 79(1), pages 106-121.
    9. Zhi Dong & Tien Foo Sing, 2017. "Developers’ heterogeneity and real estate development timing options," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 35(5), pages 472-488, August.
    10. William Alonso, 1960. "A Theory Of The Urban Land Market," Papers in Regional Science, Wiley Blackwell, vol. 6(1), pages 149-157, January.
    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. Glen Searle & Siqin Wang & Michael Batty & Yan Liu, 2022. "The Choice of Actor Variables in Agent-Based Cellular Automata Modelling Using Survey Data," Geographies, MDPI, vol. 2(1), pages 1-16, March.

    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. Xiuyan Zhao & Changhong Miao, 2022. "Spatial-Temporal Changes and Simulation of Land Use in Metropolitan Areas: A Case of the Zhengzhou Metropolitan Area, China," IJERPH, MDPI, vol. 19(21), pages 1-27, October.
    2. Bernardo A. Furtado & Miguel A. Fuentes & Claudio J. Tessone, 2019. "Policy Modeling and Applications: State-of-the-Art and Perspectives," Complexity, Hindawi, vol. 2019, pages 1-11, February.
    3. Pengyu Zhu, 2013. "Telecommuting, Household Commute and Location Choice," Urban Studies, Urban Studies Journal Limited, vol. 50(12), pages 2441-2459, September.
    4. Han, Wenjing & Zhang, Xiaoling & Zheng, Xian, 2020. "Land use regulation and urban land value: Evidence from China," Land Use Policy, Elsevier, vol. 92(C).
    5. Mouratidis, Kostas & Ettema, Dick & Næss, Petter, 2019. "Urban form, travel behavior, and travel satisfaction," Transportation Research Part A: Policy and Practice, Elsevier, vol. 129(C), pages 306-320.
    6. José I Barredo & Luca Demicheli & Carlo Lavalle & Marjo Kasanko & Niall McCormick, 2004. "Modelling Future Urban Scenarios in Developing Countries: An Application Case Study in Lagos, Nigeria," Environment and Planning B, , vol. 31(1), pages 65-84, February.
    7. Caruso, Geoffrey & Peeters, Dominique & Cavailhes, Jean & Rounsevell, Mark, 2007. "Spatial configurations in a periurban city. A cellular automata-based microeconomic model," Regional Science and Urban Economics, Elsevier, vol. 37(5), pages 542-567, September.
    8. Jianglong Chen & Jinlong Gao & Feng Yuan, 2016. "Growth Type and Functional Trajectories: An Empirical Study of Urban Expansion in Nanjing, China," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-18, February.
    9. C J Webster & F Wu, 1999. "Regulation, Land-Use Mix, and Urban Performance. Part 1: Theory," Environment and Planning A, , vol. 31(8), pages 1433-1442, August.
    10. Weiguo Liu & Karen C Seto, 2008. "Using the ART-MMAP Neural Network to Model and Predict Urban Growth: A Spatiotemporal Data Mining Approach," Environment and Planning B, , vol. 35(2), pages 296-317, April.
    11. Michel Opelele Omeno & Ying Yu & Wenyi Fan & Tolerant Lubalega & Chen Chen & Claude Kachaka Sudi Kaiko, 2021. "Analysis of the Impact of Land-Use/Land-Cover Change on Land-Surface Temperature in the Villages within the Luki Biosphere Reserve," Sustainability, MDPI, vol. 13(20), pages 1-23, October.
    12. Richard K. Green & Patric Hendershott, 1992. "Demographic Factors and Real House Prices," Wisconsin-Madison CULER working papers 92-08, University of Wisconsin Center for Urban Land Economic Research.
    13. Liu, Dongya & Zheng, Xinqi & Zhang, Chunxiao & Wang, Hongbin, 2017. "A new temporal–spatial dynamics method of simulating land-use change," Ecological Modelling, Elsevier, vol. 350(C), pages 1-10.
    14. Guangjin Tian & Zhifeng Yang & Yichun Xie, 2007. "Detecting Spatiotemporal Dynamic Landscape Patterns Using Remote Sensing and the Lacunarity Index: A Case Study of Haikou City, China," Environment and Planning B, , vol. 34(3), pages 556-569, June.
    15. Michail Fragkias & Karen C Seto, 2007. "Modeling Urban Growth in Data-Sparse Environments: A New Approach," Environment and Planning B, , vol. 34(5), pages 858-883, October.
    16. Mayer, Thierry & Trevien, Corentin, 2017. "The impact of urban public transportation evidence from the Paris region," Journal of Urban Economics, Elsevier, vol. 102(C), pages 1-21.
    17. Korthals Altes, Willem K., 2019. "Planning initiative: Promoting development by the use of options in Amsterdam," Land Use Policy, Elsevier, vol. 83(C), pages 13-21.
    18. Andrew M. Isserman & Koichi M Era & Sergio J. Rey & Mary C. Waters, 2001. "A Portrait in Four Encounters: William Alonso," International Regional Science Review, , vol. 24(3), pages 293-301, July.
    19. Magliocca, Nicholas & McConnell, Virginia & Walls, Margaret & Safirova, Elena, 2012. "Zoning on the urban fringe: Results from a new approach to modeling land and housing markets," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 198-210.
    20. Man, Wang & Nie, Qin & Li, Zongmei & Li, Hui & Wu, Xuewen, 2019. "Using fractals and multifractals to characterize the spatiotemporal pattern of impervious surfaces in a coastal city: Xiamen, China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 520(C), pages 44-53.

    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:sae:envirb:v:48:y:2021:i:2:p:376-391. 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: SAGE Publications (email available below). General contact details of provider: .

    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.