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Home healthcare in Spanish rural areas: Applying vehicle routing algorithms to health transport management

Author

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  • Castillo, Cristian
  • Alvarez-Palau, Eduard J.
  • Calvet, Laura
  • Panadero, Javier
  • Viu-Roig, Marta
  • Serena-Latre, Anna
  • Juan, Angel A.

Abstract

Depopulation of rural areas poses a range of new challenges for the provision of public services. Access to primary care centres is essential for promoting and protecting quality of life, especially for the older population. However, many rural municipalities face abandonment from public administrations by not even having a local clinic and forcing their dwellers to drive to the nearest facility. This research examines the adequacy of providing home healthcare (HHC) systems in such areas to avoid unnecessary trips. When designing routes to provide these services, decision-makers must take into account the following: (i) wide geographical spread of places to visit; (ii) difficulty in accessing some of these places with heavy medically equipped vehicles; and (iii) uncertainty regarding places to visit and availability of professionals. Our study identifies municipalities in which the travelling distance to the closest centre is above a desirable threshold, estimating the magnitude of the problem. Then, we provide an illustrative example in which an agile methodology is presented to design efficient routes that allow policymakers to offer HHC services of reasonable quality.

Suggested Citation

  • Castillo, Cristian & Alvarez-Palau, Eduard J. & Calvet, Laura & Panadero, Javier & Viu-Roig, Marta & Serena-Latre, Anna & Juan, Angel A., 2024. "Home healthcare in Spanish rural areas: Applying vehicle routing algorithms to health transport management," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
    • Handle: RePEc:eee:soceps:v:92:y:2024:i:c:s0038012124000272
    DOI: 10.1016/j.seps.2024.101828
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    1. Rasmussen, Matias Sevel & Justesen, Tor & Dohn, Anders & Larsen, Jesper, 2012. "The Home Care Crew Scheduling Problem: Preference-based visit clustering and temporal dependencies," European Journal of Operational Research, Elsevier, vol. 219(3), pages 598-610.
    2. Eboli, Laura & Mazzulla, Gabriella, 2011. "A methodology for evaluating transit service quality based on subjective and objective measures from the passenger's point of view," Transport Policy, Elsevier, vol. 18(1), pages 172-181, January.
    3. Ashaye, Olusoyi Richard & Irani, Zahir, 2019. "The role of stakeholders in the effective use of e-government resources in public services," International Journal of Information Management, Elsevier, vol. 49(C), pages 253-270.
    4. Guo, Jia & Bard, Jonathan F., 2023. "A three-step optimization-based algorithm for home healthcare delivery," Socio-Economic Planning Sciences, Elsevier, vol. 87(PA).
    5. Gerhard Hiermann & Matthias Prandtstetter & Andrea Rendl & Jakob Puchinger & Günther Raidl, 2015. "Metaheuristics for solving a multimodal home-healthcare scheduling problem," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 23(1), pages 89-113, March.
    6. Cynthia LeRouge & Monica J. Garfield, 2013. "Crossing the Telemedicine Chasm: Have the U.S. Barriers to Widespread Adoption of Telemedicine Been Significantly Reduced?," IJERPH, MDPI, vol. 10(12), pages 1-13, November.
    7. Emrah Demir & Katy Huckle & Aris Syntetos & Andrew Lahy & Mike Wilson, 2019. "Vehicle Routing Problem: Past and Future," Springer Books, in: Peter Wells (ed.), Contemporary Operations and Logistics, chapter 0, pages 97-117, Springer.
    8. Ran Liu & Biao Yuan & Zhibin Jiang, 2017. "Mathematical model and exact algorithm for the home care worker scheduling and routing problem with lunch break requirements," International Journal of Production Research, Taylor & Francis Journals, vol. 55(2), pages 558-575, January.
    9. A A Juan & J Faulin & J Jorba & D Riera & D Masip & B Barrios, 2011. "On the use of Monte Carlo simulation, cache and splitting techniques to improve the Clarke and Wright savings heuristics," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(6), pages 1085-1097, June.
    10. de Aguiar, Ana Raquel Pena & Ramos, Tânia Rodrigues Pereira & Gomes, Maria Isabel, 2023. "Home care routing and scheduling problem with teams’ synchronization," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    11. Klaus-Dieter Rest & Patrick Hirsch, 2016. "Daily scheduling of home health care services using time-dependent public transport," Flexible Services and Manufacturing Journal, Springer, vol. 28(3), pages 495-525, September.
    12. Georgia Pozoukidou & Zoi Chatziyiannaki, 2021. "15-Minute City: Decomposing the New Urban Planning Eutopia," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    13. Eboli, Laura & Mazzulla, Gabriella, 2012. "Performance indicators for an objective measure of public transport service quality," European Transport \ Trasporti Europei, ISTIEE, Institute for the Study of Transport within the European Economic Integration, issue 51, pages 1-4.
    14. G. A. Croes, 1958. "A Method for Solving Traveling-Salesman Problems," Operations Research, INFORMS, vol. 6(6), pages 791-812, December.
    15. G. Clarke & J. W. Wright, 1964. "Scheduling of Vehicles from a Central Depot to a Number of Delivery Points," Operations Research, INFORMS, vol. 12(4), pages 568-581, August.
    16. David Rodríguez-Rodríguez & Remedios Larrubia Vargas, 2022. "Protected Areas and Rural Depopulation in Spain: A Multi-Stakeholder Perceptual Study," Land, MDPI, vol. 11(3), pages 1-15, March.
    17. Martí, Rafael & Resende, Mauricio G.C. & Ribeiro, Celso C., 2013. "Multi-start methods for combinatorial optimization," European Journal of Operational Research, Elsevier, vol. 226(1), pages 1-8.
    18. Dorota Mankowska & Frank Meisel & Christian Bierwirth, 2014. "The home health care routing and scheduling problem with interdependent services," Health Care Management Science, Springer, vol. 17(1), pages 15-30, March.
    19. Said Abusalem & John A Myers & Yousef Aljeesh, 2013. "Patient satisfaction in home health care," Journal of Clinical Nursing, John Wiley & Sons, vol. 22(17-18), pages 2426-2435, September.
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