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A Two-Step Optimization Process for Medical Center Location and Capacity Allocation

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Operations Management for Social Good (POMS 2018)

Abstract

This study aims at locating and sizing medical centers and allocating equipment to meet the community secondary care needs, since the specialized care on public Brazilian national health system is critical and chronically underfunded. Therefore, we develop a two-step optimization system and Web-based interface to provide scientific-based results to health system managers.

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References

  1. Ahmadi-Javid, A., Seyedi, P., Syam, S.S.: A survey of healthcare facility location. Comput. Oper. Res. 79, 223–263 (2017)

    Article  Google Scholar 

  2. Brandeau, M.L.: Creating impact with operations research in health: making room for practice in academia. Health Care Manage. Sci. 19(4), 305–312 (2016)

    Article  Google Scholar 

  3. Church, R., ReVelle, C.: The maximal covering location problem. Pap. Reg. Sci. 32(1), 101–118 (1974)

    Article  Google Scholar 

  4. DATASUS: Departamento de Inform_atica do SUS. Cadastro Nacional de Estabelecimento de Sa_ude. http://cnes.datasus.gov.br/. Accessed: 10 Sept 2018

  5. Estado de Minas: First Medical center in Minas Gerais. 2016 Avalilable at: https://www.em.com.br/app/noticia/gerais/2016/04/12/interna_gerais,752198/primeiro-centro-de-especialidades-medicas-de-minas-e-inaugurado-em-pir.shtml (accessed date 28 Sept 2017)

  6. Galvao, R.D., Espejo, L.G.A., Bo_ey., B.: A hierarchical model for the location of perinatal facilities in the municipality of Rio de Janeiro. Eur. J. Oper. Res. 138(3), 495–517 (2002)

    Article  Google Scholar 

  7. Gu, W., Wang, X., McGregor, S.E.: Optimization of preventive health care facility locations. Int. J. Health Geogr. 9(1), 17 (2010)

    Article  Google Scholar 

  8. Gunes, E.D., Yaman, H., Çekyay, B., Verter, V.: Matching patient and physician preferences in designing a primary care facility network. J. Oper. Res. Soc. 65(4), 483–496 (2014)

    Google Scholar 

  9. Hakimi, S.L.: Optimum locations of switching centers and the absolute centers and medians of a graph. Oper. Res. 12(3), 450–459 (1964)

    Article  Google Scholar 

  10. Hale, T.S., Moberg, C.R.: Location science research: a review. Ann. Oper. Res. 123(1), 21–35 (2003)

    Article  Google Scholar 

  11. IBGE: Instituto Brasileiro de Geografia e Estatística. Censo Demográfico 2010. Avalilable at: https://www.ibge.gov.br/estatisticas-novoportal/sociais/populacao/9662-censodemogra_co-2010.html (accessed date 10 Sept 2018)

  12. Khodaparasti, S., Maleki, H., Jahedi, S., Bruni, M., Beraldi, P.: Enhancing community-based health programs in Iran: a multi-objective location-allocation model. Health Care Manage. Sci. 1–15 (2016)

    Google Scholar 

  13. Luo, J., Tian, L., Luo, L., Yi, H., Wang, F.: Two-step optimization for spatial accessibility improvement: a case study of health care planning in rural China. BioMed Res. Int. (2017)

    Google Scholar 

  14. Ministério da Saúde, Brasil: Portaria Nº 1.631, de 1º de outubro de 2015. Avalilable at: http://bvsms.saude.gov.br/bvs/saudelegis/gm/2015/prt163101102015.html (accessed date 28 Sept 2017)

  15. Novignon, J.: Improving primary health care facility performance in Ghana: efficiency analysis and fiscal space implications. BMC Health Serv. Res. 17(1), 399 (2017)

    Article  Google Scholar 

  16. Paim, J., Travassos, C., Almeida, C., Bahia, L., Macinko, J.: The Brazilian health system: history, advances, and challenges. The Lancet 377(9779), 1778–1797 (2011)

    Article  Google Scholar 

  17. Pinto, L.R., Conceição, S.V., Almeida, J.F.F., Junior, G.M., Cardoso, F.: Localização e Dimensionamento de Recursos para Centros de Especialidade Médica do Estado de Minas Gerais: Desenvolvimento de Ferramentas de Apoio a Decisão para a Gestão do SUS-MG. Tech. Rep., UFMG (2017)

    Google Scholar 

  18. Rais, A., Viana, A.: Operations research in healthcare: a survey. Int. Trans. Oper. Res. 18(1), 1–31 (2011)

    Article  Google Scholar 

  19. Schilling, D., Elzinga, D.J., Cohon, J., Church, R., ReVelle, C.: The TEAM/FLEET models for simultaneous facility and equipment siting. Transp. Sci. 13(2), 163–175 (1979)

    Article  Google Scholar 

  20. Shari, S.R., Moin, N.H., Omar, M.: Location allocation modeling for healthcare facility planning in Malaysia. Comput. Ind. Eng. 62(4), 1000–1010 (2012)

    Article  Google Scholar 

  21. Stummer, C., Doerner, K., Focke, A., Heidenberger, K.: Determining location and size of medical departments in a hospital network: a multiobjective decision support approach. Health Care Manage. Sci. 7(1), 63–71 (2004)

    Article  Google Scholar 

  22. Toregas, C., Swain, R., ReVelle, C., Bergman, L.: The location of emergency service facilities. Oper. Res. 19(6) (1971)

    Google Scholar 

  23. Treurnicht, M.J., Van Dyk, L.: A decision support system for equipment allocation in a telemedicine referral network. S. Afr. J. Ind. Eng. 25(1), 29–38 (2014)

    Google Scholar 

  24. Van der Veen, E., Hans, E.W., Veltman, B., Berrevoets, L.M., Berden, H.J.: A case study of cost-efficient staffing under annualized hours. Health Care Manage. Sci. 18(3), 279–288 (2015)

    Article  Google Scholar 

  25. Victora, C.G., Barreto, M.L., Leal, M., Monteiro, C.A., Schmidt, M.I., Paim, J., Reichenheim, M.: Health conditions and health-policy innovations in Brazil: the way forward. The Lancet 377(9782), 2042–2053 (2011)

    Article  Google Scholar 

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Correspondence to João Flávio de Freitas Almeida .

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de Freitas Almeida, J.F., Pinto, L.R., Conceição, S.V., de Campos, F.C.C., de Miranda Júnior, G. (2020). A Two-Step Optimization Process for Medical Center Location and Capacity Allocation. In: Leiras, A., González-Calderón, C., de Brito Junior, I., Villa, S., Yoshizaki, H. (eds) Operations Management for Social Good. POMS 2018. Springer Proceedings in Business and Economics. Springer, Cham. https://doi.org/10.1007/978-3-030-23816-2_11

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