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Published in: BMC Health Services Research 1/2008

Open Access 01-12-2008 | Research article

Geographical variations in the benefit of applying a prioritization system for cataract surgery in different regions of Spain

Authors: Rubén Román, Mercè Comas, Javier Mar, Enrique Bernal, Alberto Jiménez-Puente, Santiago Gutiérrez-Moreno, Xavier Castells, the IRYSS Network Modelling Group

Published in: BMC Health Services Research | Issue 1/2008

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Abstract

Background

In Spain, there are substantial variations in the utilization of health resources among regions. Because the need for surgery differs in patients with appropriate surgical indication, introducing a prioritization system might be beneficial. Our objective was to assess geographical variations in the impact of applying a prioritization system in patients on the waiting list for cataract surgery in different regions of Spain by using a discrete-event simulation model.

Methods

A discrete-event simulation model to evaluate demand and waiting time for cataract surgery was constructed. The model was reproduced and validated in five regions of Spain and was fed administrative data (population census, surgery rates, waiting list information) and data from research studies (incidence of cataract). The benefit of introducing a prioritization system was contrasted with the usual first-in, first-out (FIFO) discipline. The prioritization system included clinical, functional and social criteria. Priority scores ranged between 0 and 100, with greater values indicating higher priority. The measure of results was the waiting time weighted by the priority score of each patient who had passed through the waiting list. Benefit was calculated as the difference in time weighted by priority score between operating according to waiting time or to priority.

Results

The mean waiting time for patients undergoing surgery according to the FIFO discipline varied from 1.97 months (95% CI 1.85; 2.09) in the Basque Country to 10.02 months (95% CI 9.91; 10.12) in the Canary Islands. When the prioritization system was applied, the mean waiting time was reduced to a minimum of 0.73 months weighted by priority score (95% CI 0.68; 0.78) in the Basque Country and a maximum of 5.63 months (95% CI 5.57; 5.69) in the Canary Islands. The waiting time weighted by priority score saved by the prioritization system varied from 1.12 months (95% CI 1.07; 1.16) in Andalusia to 2.73 months (95% CI 2.67; 2.80) in Aragon.

Conclusion

The prioritization system reduced the impact of the variations found among the regions studied, thus improving equity. Prioritization allocates the available resources within each region more efficiently and reduces the waiting time of patients with greater need. Prioritization was more beneficial than allocating surgery by waiting time alone.
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Literature
1.
go back to reference Rutkow IM: Surgical operations in the United States. Then (1983) and now (1994). Arch Surg. 1997, 132: 983-990.CrossRefPubMed Rutkow IM: Surgical operations in the United States. Then (1983) and now (1994). Arch Surg. 1997, 132: 983-990.CrossRefPubMed
2.
go back to reference Semmens JB, Li J, Morlet N, Ng J: Trends in cataract surgery and postoperative endophthalmitis in Western Australia (1980-1998): the Endophthalmitis Population Study of Western Australia. Clin Experiment Ophthalmol. 2003, 31: 213-219. 10.1046/j.1442-9071.2003.00647.x.CrossRefPubMed Semmens JB, Li J, Morlet N, Ng J: Trends in cataract surgery and postoperative endophthalmitis in Western Australia (1980-1998): the Endophthalmitis Population Study of Western Australia. Clin Experiment Ophthalmol. 2003, 31: 213-219. 10.1046/j.1442-9071.2003.00647.x.CrossRefPubMed
3.
go back to reference Williams ES, Seward HC: Cataract surgery in South West Thames Region: an analysis of age-adjusted surgery rates and length of stay by district. Public Health. 1993, 107: 441-449. 10.1016/S0033-3506(05)80170-2.CrossRefPubMed Williams ES, Seward HC: Cataract surgery in South West Thames Region: an analysis of age-adjusted surgery rates and length of stay by district. Public Health. 1993, 107: 441-449. 10.1016/S0033-3506(05)80170-2.CrossRefPubMed
4.
go back to reference Lundstrom M, Stenevi U, Thorburn W: The Swedish National Cataract Register: A 9-year review. Acta Ophthalmol Scand. 2002, 80: 248-257. 10.1034/j.1600-0420.2002.800304.x.CrossRefPubMed Lundstrom M, Stenevi U, Thorburn W: The Swedish National Cataract Register: A 9-year review. Acta Ophthalmol Scand. 2002, 80: 248-257. 10.1034/j.1600-0420.2002.800304.x.CrossRefPubMed
5.
go back to reference Peiro S, Bernal-Delgado E: What incentives foster hospital use in the National Health Service?. Gac Sanit 2006;. 2006, 20 : 110-116. 10.1157/13086034.CrossRef Peiro S, Bernal-Delgado E: What incentives foster hospital use in the National Health Service?. Gac Sanit 2006;. 2006, 20 : 110-116. 10.1157/13086034.CrossRef
6.
go back to reference Vissers JM, Van Der Bij JD, Kusters RJ: Towards decision support for waiting lists: an operations management view. Health Care Manag Sci. 2001, 4: 133-142. 10.1023/A:1011409711828.CrossRefPubMed Vissers JM, Van Der Bij JD, Kusters RJ: Towards decision support for waiting lists: an operations management view. Health Care Manag Sci. 2001, 4: 133-142. 10.1023/A:1011409711828.CrossRefPubMed
7.
go back to reference Association BM: Waiting list prioritisation scoring systems: a discussion paper. 1999, London, British Medical Association Association BM: Waiting list prioritisation scoring systems: a discussion paper. 1999, London, British Medical Association
8.
go back to reference Lundstrom M, Stenevi U, Thorburn W: Assessment of waiting time and priority setting by means of a national register. Int J Technol Assess Health Care. 1996, 12: 136-140.CrossRefPubMed Lundstrom M, Stenevi U, Thorburn W: Assessment of waiting time and priority setting by means of a national register. Int J Technol Assess Health Care. 1996, 12: 136-140.CrossRefPubMed
10.
go back to reference Romanchuk KG, Sanmugasunderam S, Hadorn DC: Developing cataract surgery priority criteria: results from the Western Canada Waiting List Project. Can J Ophthalmol. 2002, 37: 145-154.CrossRefPubMed Romanchuk KG, Sanmugasunderam S, Hadorn DC: Developing cataract surgery priority criteria: results from the Western Canada Waiting List Project. Can J Ophthalmol. 2002, 37: 145-154.CrossRefPubMed
11.
go back to reference Lack A, Edwards RT, Boland A: Weights for waits: lessons from Salisbury. J Health Serv Res Policy. 2000, 5: 83-88.PubMed Lack A, Edwards RT, Boland A: Weights for waits: lessons from Salisbury. J Health Serv Res Policy. 2000, 5: 83-88.PubMed
12.
go back to reference Espallargues M, Sampietro L, Castells X, Pinto JL, Rodríguez E, Comas M: Elaboració d'un sistema de priorització de pacients en llista d'espera per a cirurgia de cataracta i artroplàstia de maluc i genoll. 2003, Barcelona, Agència d'Avaluació de Tecnologia i Recerca Mèdiques. Servei Català de la Salut. Departament de Salut. Generalitat de Catalunya, IN01/2003. Espallargues M, Sampietro L, Castells X, Pinto JL, Rodríguez E, Comas M: Elaboració d'un sistema de priorització de pacients en llista d'espera per a cirurgia de cataracta i artroplàstia de maluc i genoll. 2003, Barcelona, Agència d'Avaluació de Tecnologia i Recerca Mèdiques. Servei Català de la Salut. Departament de Salut. Generalitat de Catalunya, IN01/2003.
14.
go back to reference Espallargues M, Comas M, Sampietro-Colom L, Castells X: Prova pilot del sistema de priorització de pacients en llista d'espera per a cirurgia de cataracta, artroplàstia de maluc i artroplàstia de genoll (setembre 2003). 2005, Barcelona, Agència d'Avaluació de Tecnologia i Recerca Mèdiques. Servei Català de la Salut. Departament de Salut. Generalitat de Catalunya, IN04/2004. Espallargues M, Comas M, Sampietro-Colom L, Castells X: Prova pilot del sistema de priorització de pacients en llista d'espera per a cirurgia de cataracta, artroplàstia de maluc i artroplàstia de genoll (setembre 2003). 2005, Barcelona, Agència d'Avaluació de Tecnologia i Recerca Mèdiques. Servei Català de la Salut. Departament de Salut. Generalitat de Catalunya, IN04/2004.
15.
go back to reference Allepuz A, Espallargues M, Moharra M, Bernal E, García , Martínez , Medialdea S, Delgado E: Validación de un sistema de priorización de pacientes en lista de espera para cirugía de cataratas. Gac Sanit. 2005, 19: 81-81. 10.1157/13071825. http://external.doyma.es/pdf/138/138v19nSupl.1a13080377pdf001.pdfCrossRef Allepuz A, Espallargues M, Moharra M, Bernal E, García , Martínez , Medialdea S, Delgado E: Validación de un sistema de priorización de pacientes en lista de espera para cirugía de cataratas. Gac Sanit. 2005, 19: 81-81. 10.1157/13071825. http://​external.​doyma.​es/​pdf/​138/​138v19nSupl.​1a13080377pdf001​.​pdfCrossRef
16.
go back to reference Law AM, Kelton WD: Higher Education. Simulation modeling and analysis. 2000, McGraw-Hill Companies, 3rd Law AM, Kelton WD: Higher Education. Simulation modeling and analysis. 2000, McGraw-Hill Companies, 3rd
17.
go back to reference Everett JE: A decision support simulation model for the management of an elective surgery waiting system. Health Care Manag Sci. 2002, 5: 89-95. 10.1023/A:1014468613635.CrossRefPubMed Everett JE: A decision support simulation model for the management of an elective surgery waiting system. Health Care Manag Sci. 2002, 5: 89-95. 10.1023/A:1014468613635.CrossRefPubMed
19.
go back to reference Fantini MP, Negro A, Accorsi S, Cisbani L, Taroni F, Grilli R: Development and assessment of a priority score for cataract surgery. Can J Ophthalmol. 2004, 39: 48-55.CrossRefPubMed Fantini MP, Negro A, Accorsi S, Cisbani L, Taroni F, Grilli R: Development and assessment of a priority score for cataract surgery. Can J Ophthalmol. 2004, 39: 48-55.CrossRefPubMed
20.
go back to reference Ratcliffe J, Young T, Buxton M, Eldabi T, Paul R, Burroughs A, Papatheodoridis G, Rolles K: A simulation modelling approach to evaluating alternative policies for the management of the waiting list for liver transplantation. Health Care Manag Sci. 2001, 4: 117-124. 10.1023/A:1011405610919.CrossRefPubMed Ratcliffe J, Young T, Buxton M, Eldabi T, Paul R, Burroughs A, Papatheodoridis G, Rolles K: A simulation modelling approach to evaluating alternative policies for the management of the waiting list for liver transplantation. Health Care Manag Sci. 2001, 4: 117-124. 10.1023/A:1011405610919.CrossRefPubMed
21.
go back to reference Burkell J, Wright A, Hoffmaster B, Webb K: A decision-making aid for long-term care waiting list policies: modelling first-come, first-served vs. needs-based criteria. Healthc Manage Forum. 1996, 9: 35-39.CrossRefPubMed Burkell J, Wright A, Hoffmaster B, Webb K: A decision-making aid for long-term care waiting list policies: modelling first-come, first-served vs. needs-based criteria. Healthc Manage Forum. 1996, 9: 35-39.CrossRefPubMed
22.
go back to reference Davies R, Roderick P: Predicting the future demand for renal replacement therapy in England using simulation modelling. Nephrol Dial Transplant. 1997, 12: 2512-2516. 10.1093/ndt/12.12.2512.CrossRefPubMed Davies R, Roderick P: Predicting the future demand for renal replacement therapy in England using simulation modelling. Nephrol Dial Transplant. 1997, 12: 2512-2516. 10.1093/ndt/12.12.2512.CrossRefPubMed
24.
go back to reference Hoffmeister L, Roman R, Comas M, Cots F, Bernal-Delgado E, Castells X: Time-trend and variations in the proportion of second-eye cataract surgery. BMC Health Serv Res. 2007, 7: 53-10.1186/1472-6963-7-53.CrossRefPubMedPubMedCentral Hoffmeister L, Roman R, Comas M, Cots F, Bernal-Delgado E, Castells X: Time-trend and variations in the proportion of second-eye cataract surgery. BMC Health Serv Res. 2007, 7: 53-10.1186/1472-6963-7-53.CrossRefPubMedPubMedCentral
25.
go back to reference Acosta R, Hoffmeister L, Roman R, Comas M, Castilla M, Castells X: [Systematic review of population-based studies of the prevalence of cataracts.]. Arch Soc Esp Oftalmol. 2006, 81: 509-516.CrossRefPubMed Acosta R, Hoffmeister L, Roman R, Comas M, Castilla M, Castells X: [Systematic review of population-based studies of the prevalence of cataracts.]. Arch Soc Esp Oftalmol. 2006, 81: 509-516.CrossRefPubMed
26.
go back to reference Reidy A, Minassian DC, Vafidis G, Joseph J, Farrow S, Wu J, Desai P, Connolly A: Prevalence of serious eye disease and visual impairment in a north London population: population based, cross sectional study. BMJ. 1998, 316: 1643-1646.CrossRefPubMedPubMedCentral Reidy A, Minassian DC, Vafidis G, Joseph J, Farrow S, Wu J, Desai P, Connolly A: Prevalence of serious eye disease and visual impairment in a north London population: population based, cross sectional study. BMJ. 1998, 316: 1643-1646.CrossRefPubMedPubMedCentral
27.
go back to reference Podgor MJ, Leske MC: Estimating incidence from age-specific prevalence for irreversible diseases with differential mortality. Stat Med. 1986, 5: 573-578. 10.1002/sim.4780050604.CrossRefPubMed Podgor MJ, Leske MC: Estimating incidence from age-specific prevalence for irreversible diseases with differential mortality. Stat Med. 1986, 5: 573-578. 10.1002/sim.4780050604.CrossRefPubMed
29.
go back to reference Dunn E, Black C, Alonso J, Norregaard JC, Anderson GF: Patients' acceptance of waiting for cataract surgery: what makes a wait too long?. Soc Sci Med. 1997, 44: 1603-1610. 10.1016/S0277-9536(96)00251-1.CrossRefPubMed Dunn E, Black C, Alonso J, Norregaard JC, Anderson GF: Patients' acceptance of waiting for cataract surgery: what makes a wait too long?. Soc Sci Med. 1997, 44: 1603-1610. 10.1016/S0277-9536(96)00251-1.CrossRefPubMed
30.
go back to reference Fisher ES, Wennberg DE, Stukel TA, Gottlieb DJ, Lucas FL, Pinder EL: The implications of regional variations in Medicare spending. Part 1: the content, quality, and accessibility of care. Ann Intern Med. 2003, 138: 273-287.CrossRefPubMed Fisher ES, Wennberg DE, Stukel TA, Gottlieb DJ, Lucas FL, Pinder EL: The implications of regional variations in Medicare spending. Part 1: the content, quality, and accessibility of care. Ann Intern Med. 2003, 138: 273-287.CrossRefPubMed
31.
go back to reference Peiro S, Meneu R, Marques Espi JA, Librero J, Ordinana Calabuig R: La variabilidad en la práctica médica: relevancia, estrategias de abordaje y política sanitaria. Papeles de Economía Española. 1998, Papeles de Economía Española. Peiro S, Meneu R, Marques Espi JA, Librero J, Ordinana Calabuig R: La variabilidad en la práctica médica: relevancia, estrategias de abordaje y política sanitaria. Papeles de Economía Española. 1998, Papeles de Economía Española.
32.
Metadata
Title
Geographical variations in the benefit of applying a prioritization system for cataract surgery in different regions of Spain
Authors
Rubén Román
Mercè Comas
Javier Mar
Enrique Bernal
Alberto Jiménez-Puente
Santiago Gutiérrez-Moreno
Xavier Castells
the IRYSS Network Modelling Group
Publication date
01-12-2008
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2008
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-8-32

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