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The incremental cooperative design of preventive healthcare networks

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  • Soheil Davari

    (University of Hertfordshire)

Abstract

In the Preventive Healthcare Network Design Problem (PHNDP), one seeks to locate facilities in a way that the uptake of services is maximised given certain constraints such as congestion considerations. We introduce the incremental and cooperative version of the problem, IC-PHNDP for short, in which facilities are added incrementally to the network (one at a time), contributing to the service levels. We first develop a general non-linear model of this problem and then present a method to make it linear. As the problem is of a combinatorial nature, an efficient Variable Neighbourhood Search (VNS) algorithm is proposed to solve it. In order to gain insight into the problem, the computational studies were performed with randomly generated instances of different settings. Results clearly show that VNS performs well in solving IC-PHNDP with errors not more than 1.54%.

Suggested Citation

  • Soheil Davari, 2019. "The incremental cooperative design of preventive healthcare networks," Annals of Operations Research, Springer, vol. 272(1), pages 445-492, January.
    • Handle: RePEc:spr:annopr:v:272:y:2019:i:1:d:10.1007_s10479-017-2569-1
    DOI: 10.1007/s10479-017-2569-1
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    1. Fox, J.B. & Shaw, F.E., 2015. "Clinical preventive services coverage and the Affordable Care Act," American Journal of Public Health, American Public Health Association, vol. 105(1), pages 7-10.
    2. Vatsa, Amit Kumar & Jayaswal, Sachin, 2016. "A new formulation and Benders decomposition for the multi-period maximal covering facility location problem with server uncertainty," European Journal of Operational Research, Elsevier, vol. 251(2), pages 404-418.
    3. Lee, Der-Horng & Dong, Meng, 2009. "Dynamic network design for reverse logistics operations under uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(1), pages 61-71, January.
    4. Vedat Verter & Sophie Lapierre, 2002. "Location of Preventive Health Care Facilities," Annals of Operations Research, Springer, vol. 110(1), pages 123-132, February.
    5. Elbek, Maria & Wøhlk, Sanne, 2016. "A variable neighborhood search for the multi-period collection of recyclable materials," European Journal of Operational Research, Elsevier, vol. 249(2), pages 540-550.
    6. Chung, Sung Hoon & Kwon, Changhyun, 2015. "Multi-period planning for electric car charging station locations: A case of Korean Expressways," European Journal of Operational Research, Elsevier, vol. 242(2), pages 677-687.
    7. Zhang, Yue & Berman, Oded & Verter, Vedat, 2009. "Incorporating congestion in preventive healthcare facility network design," European Journal of Operational Research, Elsevier, vol. 198(3), pages 922-935, November.
    8. Gelareh, Shahin & Neamatian Monemi, Rahimeh & Nickel, Stefan, 2015. "Multi-period hub location problems in transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 75(C), pages 67-94.
    9. Beasley, J. E., 1985. "A note on solving large p-median problems," European Journal of Operational Research, Elsevier, vol. 21(2), pages 270-273, August.
    10. Soheil Davari & Kemal Kilic & Gurdal Ertek, 2015. "Fuzzy bi-objective preventive health care network design," Health Care Management Science, Springer, vol. 18(3), pages 303-317, September.
    11. Varkevisser, Marco & van der Geest, Stéphanie A. & Schut, Frederik T., 2012. "Do patients choose hospitals with high quality ratings? Empirical evidence from the market for angioplasty in the Netherlands," Journal of Health Economics, Elsevier, vol. 31(2), pages 371-378.
    12. Albareda-Sambola, Maria & Fernández, Elena & Nickel, Stefan, 2012. "Multiperiod Location-Routing with Decoupled Time Scales," European Journal of Operational Research, Elsevier, vol. 217(2), pages 248-258.
    13. Rita Santos & Hugh Gravelle & Carol Propper, 2017. "Does Quality Affect Patients’ Choice of Doctor? Evidence from England," Economic Journal, Royal Economic Society, vol. 127(600), pages 445-494, March.
    14. Xue-Feng Wang & Xiao-Ming Sun & Yang Fang, 2008. "Genetic Algorithm Solution For Multi-Period Two-Echelon Integrated Competitive/Uncompetitive Facility Location Problem," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 25(01), pages 33-56.
    15. Syam, Siddhartha S. & Côté, Murray J., 2010. "A location-allocation model for service providers with application to not-for-profit health care organizations," Omega, Elsevier, vol. 38(3-4), pages 157-166, June.
    16. Benneyan, James C. & Musdal, Hande & Ceyhan, Mehmet Erkan & Shiner, Brian & Watts, Bradley V., 2012. "Specialty care single and multi-period location–allocation models within the Veterans Health Administration," Socio-Economic Planning Sciences, Elsevier, vol. 46(2), pages 136-148.
    17. Davari, Soheil & Kilic, Kemal & Naderi, Siamak, 2016. "A heuristic approach to solve the preventive health care problem with budget and congestion constraints," Applied Mathematics and Computation, Elsevier, vol. 276(C), pages 442-453.
    18. Yi, Wei & Ozdamar, Linet, 2007. "A dynamic logistics coordination model for evacuation and support in disaster response activities," European Journal of Operational Research, Elsevier, vol. 179(3), pages 1177-1193, June.
    19. Schmid, Verena & Doerner, Karl F., 2010. "Ambulance location and relocation problems with time-dependent travel times," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1293-1303, December.
    20. Rita Santos & Hugh Gravelle & Carol Propper, 2017. "Does Quality Affect Patients’ Choice of Doctor? Evidence from England," Economic Journal, Royal Economic Society, vol. 127(600), pages 445-494, March.
    21. Yue Zhang & Oded Berman & Patrice Marcotte & Vedat Verter, 2010. "A bilevel model for preventive healthcare facility network design with congestion," IISE Transactions, Taylor & Francis Journals, vol. 42(12), pages 865-880.
    22. S. L. Hakimi, 1964. "Optimum Locations of Switching Centers and the Absolute Centers and Medians of a Graph," Operations Research, INFORMS, vol. 12(3), pages 450-459, June.
    23. 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.
    24. Robin Haynes & Andrew Lovett & Gisela Sünnenberg, 2003. "Potential Accessibility, Travel Time, and Consumer Choice: Geographical Variations in General Medical Practice Registrations in Eastern England," Environment and Planning A, , vol. 35(10), pages 1733-1750, October.
    25. Rottkemper, Beate & Fischer, Kathrin & Blecken, Alexander, 2012. "A transshipment model for distribution and inventory relocation under uncertainty in humanitarian operations," Socio-Economic Planning Sciences, Elsevier, vol. 46(1), pages 98-109.
    26. Dong-Guen Kim & Yeong-Dae Kim, 2013. "A Lagrangian heuristic algorithm for a public healthcare facility location problem," Annals of Operations Research, Springer, vol. 206(1), pages 221-240, July.
    27. Correia, Isabel & Melo, Teresa, 2016. "Multi-period capacitated facility location under delayed demand satisfaction," European Journal of Operational Research, Elsevier, vol. 255(3), pages 729-746.
    28. Schmid, Verena, 2012. "Solving the dynamic ambulance relocation and dispatching problem using approximate dynamic programming," European Journal of Operational Research, Elsevier, vol. 219(3), pages 611-621.
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