IDEAS home Printed from https://ideas.repec.org/p/ems/eureir/51315.html
   My bibliography  Save this paper

The Roadside Healthcare Facility Location Problem

Author

Listed:
  • de Vries, H.
  • van de Klundert, J.J.
  • Wagelmans, A.P.M.

Abstract

__Abstract__ Providing African truck drivers with adequate access to healthcare is an effective way to reduce the burden and the spread of HIV and other infectious diseases. Therefore, NGO North Star Alliance builds a network of healthcare facilities along major African trucking routes. Choosing the locations of new facilities presents novel and complex optimization problems. This paper considers a general design problem: the Roadside Health Care Facility location Problem (RHFLP). RFHLP entails to select locations for new facilities and to choose for each of these facilities whether or not to add healthcare services for HIV, STIs, Tuberculosis, and/or Malaria to the standard health service package. The objective combines the maximization of the truck driver patient volume at these facilities and the maximization of the extent to which the truck drivers have continuous access to the needed health service packages. We present three measures for continuous access to health services by mobile patients and integrate these measures in a mixed-integer programming formulation for RHFLP. Moreover, we prove the RHFLP to be strongly NP-hard and derive analytical results for the worst-case effects of impreciseness in the input data. We show how large scale real life problem instances can be solved, presenting numerical experiments for the North-South corridor network (Southern and Eastern Africa) and discuss policy implications.

Suggested Citation

  • de Vries, H. & van de Klundert, J.J. & Wagelmans, A.P.M., 2014. "The Roadside Healthcare Facility Location Problem," Econometric Institute Research Papers EI 2014-09, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
  • Handle: RePEc:ems:eureir:51315
    as

    Download full text from publisher

    File URL: https://repub.eur.nl/pub/51315/Paper-RHFLP-EI-2014-09.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marzena Kulis & Mukesh Chawla & Adam Kozierkiewicz & Emilis Subata, 2004. "Truck Drivers and Casual Sex : An Inquiry into the Potential Spread of HIV/AIDS in the Baltic Region," World Bank Publications - Books, The World Bank Group, number 14919.
    2. World Bank, 2008. "Lessons Learned from Mainstreaming HIV/AIDS in Transport Sector Projects in Sub-Saharan Africa," World Bank Publications - Reports 8067, The World Bank Group.
    3. LEE, Jon & WILSON, Dan, 2001. "Polyhedral methods for piecewise-linear functions I: the lambda method," LIDAM Reprints CORE 1493, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    4. Stratford, Dale & Ellerbrock, Tedd V. & Akins, J. Keith & Hall, Heather L., 2000. "Highway cowboys, old hands, and Christian truckers: risk behavior for human immunodeficiency virus infection among long-haul truckers in Florida," Social Science & Medicine, Elsevier, vol. 50(5), pages 737-749, March.
    5. Kuby, Michael & Lim, Seow, 2005. "The flow-refueling location problem for alternative-fuel vehicles," Socio-Economic Planning Sciences, Elsevier, vol. 39(2), pages 125-145, June.
    6. R Greener & K Jefferis & H Siphambe, 2000. "The Impact of HIV/AIDS on Poverty and Inequality in Botswana," South African Journal of Economics, Economic Society of South Africa, vol. 68(5), pages 393-404, December.
    7. Kruk, Margaret Elizabeth & Freedman, Lynn P., 2008. "Assessing health system performance in developing countries: A review of the literature," Health Policy, Elsevier, vol. 85(3), pages 263-276, March.
    8. Averbakh, Igor & Berman, Oded, 1996. "Locating flow-capturing units on a network with multi-counting and diminishing returns to scale," European Journal of Operational Research, Elsevier, vol. 91(3), pages 495-506, June.
    9. Jeffrey Sachs & Pia Malaney, 2002. "The economic and social burden of malaria," Nature, Nature, vol. 415(6872), pages 680-685, February.
    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. Harwin de Vries & Joris van de Klundert & Albert Wagelmans, 2021. "Toward Elimination of Infectious Diseases with Mobile Screening Teams: HAT in the DRC," Production and Operations Management, Production and Operations Management Society, vol. 30(10), pages 3408-3428, October.
    2. Núñez Ares, J. & de Vries, H. & Huisman, D., 2015. "A Column Generation Approach for Locating Roadside Clinics in Africa based upon Effectiveness and Equity," Econometric Institute Research Papers EI2015-19, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    3. Taymaz, S. & Iyigun, C. & Bayindir, Z.P. & Dellaert, N.P., 2020. "A healthcare facility location problem for a multi-disease, multi-service environment under risk aversion," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    4. de Vries, H. & Westerink-Duijzer, L.E., 2016. "Incorporating Driving Range Variability in Network Design for Refueling Facilities," Econometric Institute Research Papers EI2016-19, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    5. Hamid Mousavi & Soroush Avakh Darestani & Parham Azimi, 2021. "An artificial neural network based mathematical model for a stochastic health care facility location problem," Health Care Management Science, Springer, vol. 24(3), pages 499-514, September.
    6. Núñez Ares, José & de Vries, Harwin & Huisman, Dennis, 2016. "A column generation approach for locating roadside clinics in Africa based on effectiveness and equity," European Journal of Operational Research, Elsevier, vol. 254(3), pages 1002-1016.
    7. de Vries, Harwin & Duijzer, Evelot, 2017. "Incorporating driving range variability in network design for refueling facilities," Omega, Elsevier, vol. 69(C), pages 102-114.

    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. Harwin de Vries & Joris van de Klundert & Albert P.M. Wagelmans, 2020. "The Roadside Healthcare Facility Location Problem A Managerial Network Design Challenge," Production and Operations Management, Production and Operations Management Society, vol. 29(5), pages 1165-1187, May.
    2. de Vries, H. & van de Klundert, J.J. & Wagelmans, A.P.M., 2013. "Health Benets of Roadside Healthcare Services," Econometric Institute Research Papers EI 2014-01, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    3. Tanaka, Ken-ichi & Furuta, Takehiro & Toriumi, Shigeki, 2019. "Railway flow interception location model: Model development and case study of Tokyo metropolitan railway network," Operations Research Perspectives, Elsevier, vol. 6(C).
    4. de Vries, Harwin & Duijzer, Evelot, 2017. "Incorporating driving range variability in network design for refueling facilities," Omega, Elsevier, vol. 69(C), pages 102-114.
    5. Marković, Nikola & Ryzhov, Ilya O. & Schonfeld, Paul, 2017. "Evasive flow capture: A multi-period stochastic facility location problem with independent demand," European Journal of Operational Research, Elsevier, vol. 257(2), pages 687-703.
    6. de Vries, H. & Westerink-Duijzer, L.E., 2016. "Incorporating Driving Range Variability in Network Design for Refueling Facilities," Econometric Institute Research Papers EI2016-19, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    7. Núñez Ares, José & de Vries, Harwin & Huisman, Dennis, 2016. "A column generation approach for locating roadside clinics in Africa based on effectiveness and equity," European Journal of Operational Research, Elsevier, vol. 254(3), pages 1002-1016.
    8. Maximiliano Marzetti & Rok Spruk, 2023. "Long-Term Economic Effects of Populist Legal Reforms: Evidence from Argentina," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 60-95, March.
    9. Shafqat Jawad & Junyong Liu, 2020. "Electrical Vehicle Charging Services Planning and Operation with Interdependent Power Networks and Transportation Networks: A Review of the Current Scenario and Future Trends," Energies, MDPI, vol. 13(13), pages 1-24, July.
    10. Wei, Ran & Liu, Xiaoyue & Ou, Yi & Kiavash Fayyaz, S., 2018. "Optimizing the spatio-temporal deployment of battery electric bus system," Journal of Transport Geography, Elsevier, vol. 68(C), pages 160-168.
    11. Rok Spruk & Mitja Kovac, 2018. "Inefficient Growth," Review of Economics and Institutions, Università di Perugia, vol. 9(2).
    12. Janz, Teresa & Augsburg, Britta & Gassmann, Franziska & Nimeh, Zina, 2023. "Leaving no one behind: Urban poverty traps in Sub-Saharan Africa," World Development, Elsevier, vol. 172(C).
    13. Roel M. Post & Paul Buijs & Michiel A. J. uit het Broek & Jose A. Lopez Alvarez & Nick B. Szirbik & Iris F. A. Vis, 2018. "A solution approach for deriving alternative fuel station infrastructure requirements," Flexible Services and Manufacturing Journal, Springer, vol. 30(3), pages 592-607, September.
    14. Jon Lee & Daphne Skipper & Emily Speakman & Luze Xu, 2023. "Gaining or Losing Perspective for Piecewise-Linear Under-Estimators of Convex Univariate Functions," Journal of Optimization Theory and Applications, Springer, vol. 196(1), pages 1-35, January.
    15. Anastasia Litina, 2016. "Natural land productivity, cooperation and comparative development," Journal of Economic Growth, Springer, vol. 21(4), pages 351-408, December.
    16. Zhong, Qing & Tong, Daoqin, 2020. "Spatial layout optimization for solar photovoltaic (PV) panel installation," Renewable Energy, Elsevier, vol. 150(C), pages 1-11.
    17. Yang, Jun & Guo, Fang & Zhang, Min, 2017. "Optimal planning of swapping/charging station network with customer satisfaction," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 103(C), pages 174-197.
    18. Christina Paxson & Norbert Schady, 2007. "Does Money Matter? The Effects of Cash Transfers on Child Health and Development in Rural Ecuador," Working Papers 145, Princeton University, Department of Economics, Center for Economic Policy Studies..
    19. Ng, Pin & Zhao, Xiaobing, 2011. "No matter how it is measured, income declines with global warming," Ecological Economics, Elsevier, vol. 70(5), pages 963-970, March.
    20. Alessandro Bitetto & Paola Cerchiello & Charilaos Mertzanis, 2021. "A data-driven approach to measuring epidemiological susceptibility risk around the world," DEM Working Papers Series 200, University of Pavia, Department of Economics and Management.

    More about this item

    Keywords

    roadside healthcare; truck drivers; facility location; continuous access;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ems:eureir:51315. 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: RePub (email available below). General contact details of provider: https://edirc.repec.org/data/feeurnl.html .

    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.