IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0262520.html
   My bibliography  Save this article

Improving the accessibility to public schools in urban areas of developing countries through a location model and an analytical framework

Author

Listed:
  • Jesica de Armas
  • Helena Ramalhinho
  • Marta Reynal-Querol

Abstract

The location of primary public schools in urban areas of developing countries is the focus of this study. In such areas, new schools and modification of the current schools are required, and this process should be developed using rational and broad supporting tools for decision makers, such as optimization models. We propose a realistic coverage location model and a framework to analyze the location of schools. Our approach considers the existing schools and their resizing, the best locations of the new schools that may have different capacities, population coverage, walking distances and budget provisions for building and updating schools. As a case study, we assess the current primary school network in Ciudad Benito Juarez to provide managerial insights. Through the proposed framework, we analyze the current locations of schools and decisions to be made by considering future scenarios in different time periods. The proposed model is quite flexible and easy to adapt to new considerations, allowing it to be applied to regions in developing countries under similar conditions.

Suggested Citation

  • Jesica de Armas & Helena Ramalhinho & Marta Reynal-Querol, 2022. "Improving the accessibility to public schools in urban areas of developing countries through a location model and an analytical framework," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-27, January.
  • Handle: RePEc:plo:pone00:0262520
    DOI: 10.1371/journal.pone.0262520
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0262520
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0262520&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0262520?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. Hasan Pirkul & David A. Schilling, 1991. "The Maximal Covering Location Problem with Capacities on Total Workload," Management Science, INFORMS, vol. 37(2), pages 233-248, February.
    2. Teixeira, Joao C. & Antunes, Antonio P., 2008. "A hierarchical location model for public facility planning," European Journal of Operational Research, Elsevier, vol. 185(1), pages 92-104, February.
    3. I Gac & F Martínez & A Weintraub, 2009. "A deterministic linear optimization model for allocating schools to zones," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(7), pages 895-905, July.
    4. Ozturk, Ilhan, 2001. "The role of education in economic development: a theoretical perspective," MPRA Paper 9023, University Library of Munich, Germany.
    5. Midgley, Gerald & Johnson, Michael P. & Chichirau, George, 2018. "What is Community Operational Research?," European Journal of Operational Research, Elsevier, vol. 268(3), pages 771-783.
    6. Antunes, Antonio & Peeters, Dominique, 2000. "A dynamic optimization model for school network planning," Socio-Economic Planning Sciences, Elsevier, vol. 34(2), pages 101-120, June.
    Full references (including those not matched with items on IDEAS)

    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. Eric Delmelle & Jean-Claude Thill & Dominique Peeters & Isabelle Thomas, 2014. "A multi-period capacitated school location problem with modular equipment and closest assignment considerations," Journal of Geographical Systems, Springer, vol. 16(3), pages 263-286, July.
    2. Bhatnagar, Abhishek & Bolia, Nomesh B., 2019. "Improved governance of Indian school system through school consolidation," Journal of Policy Modeling, Elsevier, vol. 41(6), pages 1160-1178.
    3. Mayerle, Sérgio F. & Rodrigues, Hidelbrando F. & Neiva de Figueiredo, João & De Genaro Chiroli, Daiane M., 2022. "Optimal student/school/class/teacher/classroom matching to support efficient public school system resource allocation," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    4. Abhishek Bhatnagar & Nomesh B. Bolia, 2023. "A sustainable decision‐making framework for school consolidation policy," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(5), pages 1037-1063, June.
    5. Alan T. Murray, 2016. "Maximal Coverage Location Problem," International Regional Science Review, , vol. 39(1), pages 5-27, January.
    6. Rostami-Tabar, Bahman & Ali, Mohammad M. & Hong, Tao & Hyndman, Rob J. & Porter, Michael D. & Syntetos, Aris, 2022. "Forecasting for social good," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1245-1257.
    7. Pablo César Manyoma Velásquez & Juan Pablo Orejuela Cabrera & Cristiam Andrés Gil Conzález, 2011. "Methodology to determine the installed capacity of an academic program," Estudios Gerenciales, Universidad Icesi, December.
    8. McKenna, R. & Bertsch, V. & Mainzer, K. & Fichtner, W., 2018. "Combining local preferences with multi-criteria decision analysis and linear optimization to develop feasible energy concepts in small communities," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1092-1110.
    9. Tiwari, Richa & Jayaswal, Sachin & Sinha, Ankur, 2021. "Alternate solution approaches for competitive hub location problems," European Journal of Operational Research, Elsevier, vol. 290(1), pages 68-80.
    10. Jiwon Baik & Alan T. Murray, 2022. "Locating a facility to simultaneously address access and coverage goals," Papers in Regional Science, Wiley Blackwell, vol. 101(5), pages 1199-1217, October.
    11. Antunes, Antonio & Peeters, Dominique, 2001. "On solving complex multi-period location models using simulated annealing," European Journal of Operational Research, Elsevier, vol. 130(1), pages 190-201, April.
    12. Ruba Abdullah Aljarallah, 2020. "The Economic Impacts of Natural Resource Dependency in Gulf Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 10(6), pages 36-52.
    13. Carreras, Miquel & Serra, Daniel, 1999. "On optimal location with threshold requirements," Socio-Economic Planning Sciences, Elsevier, vol. 33(2), pages 91-103, June.
    14. Elena Bakhanova & Jaime A. Garcia & William L. Raffe & Alexey Voinov, 2023. "Gamification Framework for Participatory Modeling: A Proposal," Group Decision and Negotiation, Springer, vol. 32(5), pages 1167-1182, October.
    15. Mete Suleyman & Cil Zeynel Abidin & Özceylan Eren, 2018. "Location and Coverage Analysis of Bike- Sharing Stations in University Campus," Business Systems Research, Sciendo, vol. 9(2), pages 80-95, July.
    16. Elizabeth N. Appiah, 2017. "The Effect of Education Expenditure on Per Capita GDP in Developing Countries," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(10), pages 136-144, October.
    17. Das, Sanchita Basu & Narayanan, Badri, 2022. "ASEAN Education Cooperation: An Assessment of the Education Divide and Measuring the Potential Impact of Its Elimination," ADBI Working Papers 1300, Asian Development Bank Institute.
    18. Morgan, Te Kipa Kepa Brian & Fa`aui, Tumanako Ngawhika, 2018. "Empowering indigenous voices in disaster response: Applying the Mauri Model to New Zealand's worst environmental maritime disaster," European Journal of Operational Research, Elsevier, vol. 268(3), pages 984-995.
    19. Vatsa, Amit Kumar & Jayaswal, Sachin, 2015. "A New Formulation and Benders' Decomposition for Multi-period facility Location Problem with Server Uncertainty," IIMA Working Papers WP2015-02-07, Indian Institute of Management Ahmedabad, Research and Publication Department.
    20. Arzu Muyesseroglu & Irem Duzdar Argun & Gulgun Kayakutlu, 2023. "Electric vehicle charge station layout planning: A case study in Istanbul Technical University campus," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(3), pages 1767-1778, April.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0262520. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.