A Bi-Objective Preventive Healthcare Facility Network Design with Incorporating Cost and Time Saving
Main goal of preventive healthcare problems are at
decreasing the likelihood and severity of potentially life-threatening
illnesses by protection and early detection. The levels of
establishment and staffing costs along with summation of the travel
and waiting time that clients spent are considered as objectives
functions of the proposed nonlinear integer programming model. In
this paper, we have proposed a bi-objective mathematical model for
designing a network of preventive healthcare facilities so as to
minimize aforementioned objectives, simultaneously. Moreover, each
facility acts as M/M/1 queuing system. The number of facilities to be
established, the location of each facility, and the level of technology
for each facility to be chosen are provided as the main determinants
of a healthcare facility network. Finally, to demonstrate performance
of the proposed model, four multi-objective decision making
techniques are presented to solve the model.
[1] Walker, K.," Current issues in the provision of health care services," in
Journal of Consumer Affairs, vol. 11 , pp. 52-62,1977.
[2] HealthCanada,Mammography,October2005.<http://www.hcsc.gc.ca/iyh
vsv/med/mammog_e.html>2005.
[3] Gornick, M.E., Eggers, P.W., Riley, G.F., "Associations of race,
education, and patterns of preventive service use with stage of cancer at
time of diagnosis," Health Services Research, vol. 39, pp. 1403-1427,
2004.
[4] Zimmerman, S., "Factors influencing hispanic participation in prostate
cancer screening." Oncology Nursing Forum, vol.24, pp. 499-504,
1997.
[5] Facione, N.C., "Breast cancer screening in relation to access to health
services," Oncology Nursing Forum., vol.26, pp. 689-696,1999.
[6] World Health Organisation "Integrating Prevention into
HealthCare"Fact.Sheet172,http://www.who.int/mediacentre/factsheets/fs
172/en/index.html>.October2002.
[7] Goldsmith, J., "A radical prescription for hospitals," in Harvard
Business Review, vol.67, pp.104-111, 1989.
[8] Institute of Medicine, "Access to Health Care in America.," National
Academy Press, Washington, DC ,1993.
[9] Berman, O., Krass, D., "Facility location problems with stochastic
demands and congestion. In: Drezner, Z., Hamacher, H.W. (Eds.),
Facility Location: Applications and Theory," Springer, New York, pp.
331-373, 2002.
[10] Marianov, V., Serra, D., "Location problems in the public sector. In:
Drezner, Z., Hamacher, H.W. (Eds.) Facility Location: Applications and
Theory," Springer, New York, pp. 119-150, 2002.
[11] Parker, B.R., Srinivasan, V., "A consumer preference approach to the
planning of rural primary health-care facilities," Operations Research,
vol.24, pp.991-1025, 1976.
[12] Verter, V., Lapierre, S.D., "Location of preventive health care facilities,"
Annals of Operations Research, vol.110, pp. 123-132, 2002.
[13] Zhang, Y., Berman, O., Verter, V., " Incorporating congestion in
preventive healthcare facility network design." European Journal of
Operational Research, vol.198, pp. 922-935, 2009.
[14] Marianov, V., Rios, M., Icaza, M.J., "Facility location for market
capture when users rank facilities by shorter travel and waiting times."
European Journal of Operational Research, vol.191, pp. 32-44, 2008.
[15] Pasandideh S.H.R., Niaki S.T.A., Hajipour V., "A Multi-Objective
Facility Location Model with Batch Arrivals: Two Parameter-Tuned
Meta-heuristic Algorithms" Journal of Intelligent Manufacturing, 2011.
[16] Zarrinpoor N., Seifbarghy M., "A competitive location model to obtain a
specific market share while ranking facilities by shorter travel time,"
The International Journal of Advanced Manufacturing Technology,
vol.55, no.5-8, pp. 807-816, 2011
[1] Walker, K.," Current issues in the provision of health care services," in
Journal of Consumer Affairs, vol. 11 , pp. 52-62,1977.
[2] HealthCanada,Mammography,October2005.<http://www.hcsc.gc.ca/iyh
vsv/med/mammog_e.html>2005.
[3] Gornick, M.E., Eggers, P.W., Riley, G.F., "Associations of race,
education, and patterns of preventive service use with stage of cancer at
time of diagnosis," Health Services Research, vol. 39, pp. 1403-1427,
2004.
[4] Zimmerman, S., "Factors influencing hispanic participation in prostate
cancer screening." Oncology Nursing Forum, vol.24, pp. 499-504,
1997.
[5] Facione, N.C., "Breast cancer screening in relation to access to health
services," Oncology Nursing Forum., vol.26, pp. 689-696,1999.
[6] World Health Organisation "Integrating Prevention into
HealthCare"Fact.Sheet172,http://www.who.int/mediacentre/factsheets/fs
172/en/index.html>.October2002.
[7] Goldsmith, J., "A radical prescription for hospitals," in Harvard
Business Review, vol.67, pp.104-111, 1989.
[8] Institute of Medicine, "Access to Health Care in America.," National
Academy Press, Washington, DC ,1993.
[9] Berman, O., Krass, D., "Facility location problems with stochastic
demands and congestion. In: Drezner, Z., Hamacher, H.W. (Eds.),
Facility Location: Applications and Theory," Springer, New York, pp.
331-373, 2002.
[10] Marianov, V., Serra, D., "Location problems in the public sector. In:
Drezner, Z., Hamacher, H.W. (Eds.) Facility Location: Applications and
Theory," Springer, New York, pp. 119-150, 2002.
[11] Parker, B.R., Srinivasan, V., "A consumer preference approach to the
planning of rural primary health-care facilities," Operations Research,
vol.24, pp.991-1025, 1976.
[12] Verter, V., Lapierre, S.D., "Location of preventive health care facilities,"
Annals of Operations Research, vol.110, pp. 123-132, 2002.
[13] Zhang, Y., Berman, O., Verter, V., " Incorporating congestion in
preventive healthcare facility network design." European Journal of
Operational Research, vol.198, pp. 922-935, 2009.
[14] Marianov, V., Rios, M., Icaza, M.J., "Facility location for market
capture when users rank facilities by shorter travel and waiting times."
European Journal of Operational Research, vol.191, pp. 32-44, 2008.
[15] Pasandideh S.H.R., Niaki S.T.A., Hajipour V., "A Multi-Objective
Facility Location Model with Batch Arrivals: Two Parameter-Tuned
Meta-heuristic Algorithms" Journal of Intelligent Manufacturing, 2011.
[16] Zarrinpoor N., Seifbarghy M., "A competitive location model to obtain a
specific market share while ranking facilities by shorter travel time,"
The International Journal of Advanced Manufacturing Technology,
vol.55, no.5-8, pp. 807-816, 2011
@article{"International Journal of Mechanical, Industrial and Aerospace Sciences:50995", author = "Mehdi Seifbarghy and Keyvan Roshan", title = "A Bi-Objective Preventive Healthcare Facility Network Design with Incorporating Cost and Time Saving", abstract = "Main goal of preventive healthcare problems are at
decreasing the likelihood and severity of potentially life-threatening
illnesses by protection and early detection. The levels of
establishment and staffing costs along with summation of the travel
and waiting time that clients spent are considered as objectives
functions of the proposed nonlinear integer programming model. In
this paper, we have proposed a bi-objective mathematical model for
designing a network of preventive healthcare facilities so as to
minimize aforementioned objectives, simultaneously. Moreover, each
facility acts as M/M/1 queuing system. The number of facilities to be
established, the location of each facility, and the level of technology
for each facility to be chosen are provided as the main determinants
of a healthcare facility network. Finally, to demonstrate performance
of the proposed model, four multi-objective decision making
techniques are presented to solve the model.", keywords = "Preventive healthcare problems, Non-linear integer
programming models, Multi-objective decision making techniques", volume = "6", number = "1", pages = "20-4", }