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Published in: BMC Health Services Research 1/2012

Open Access 01-12-2012 | Research article

Socioeconomic differences in waiting times for elective surgery: a population-based retrospective study

Authors: Alessio Petrelli, Giuliana De Luca, Tania Landriscina, Giuseppe Costa

Published in: BMC Health Services Research | Issue 1/2012

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Abstract

Background

Widespread literature on inequity in healthcare access and utilization has been published, but research on socioeconomic differences in waiting times is sparse and the evidence is fragmentary and controversial. The objective of the present study is the analysis of the relationship between individual socioeconomic level and waiting times for in-hospital elective surgery.

Methods

We retrospectively studied the waiting times experienced by patients registered on hospital waiting lists for 6 important surgical procedures by using the Hospital Discharge Database (HDD) of the Piedmont Region (4,000,000 inhabitants in the North West of Italy) from 2006 to 2008. The surgical procedures analyzed were: coronary artery by-pass (CABG), angioplasty, coronarography, endarterectomy, hip replacement and cholecystectomy. Cox regression models were estimated to study the relationship between waiting times and educational level taking into account the confounding effect of the following factors: sex, age, comorbidity, registration period, and Local Health Authorities (LHA) as a proxy of supply.

Results

Median waiting times for low educational level were higher than for high educational level for all the selected procedures. Differences were particularly high for endarterectomy and hip replacement. For all considered procedures, except CABG, an inverse gradient between waiting times and educational level was observed: the conditional probabilities of undergoing surgery were lower among individuals with a low to middle level education than for individuals with a higher level of education after adjustment for sex, age, comorbidities, registration period, and LHAs. For most procedures the effect decreases over the follow up period.

Conclusions

The results of the study show evidence of inequalities in access to elective surgery in Italy. Implementation of policies aimed to promote national information initiatives that guarantee wider access to those with low socio-economic status is strongly recommended.
Literature
1.
go back to reference Coyte PC, Wright JG, Hawker GA, Bombardier C, Dittus RS, Paul JE, Freund DA, Ho E: Waiting times for knee-replacement surgery in the United States and Ontario. N Engl JMed. 1994, 331: 1068-1071. 10.1056/NEJM199410203311607.CrossRef Coyte PC, Wright JG, Hawker GA, Bombardier C, Dittus RS, Paul JE, Freund DA, Ho E: Waiting times for knee-replacement surgery in the United States and Ontario. N Engl JMed. 1994, 331: 1068-1071. 10.1056/NEJM199410203311607.CrossRef
3.
go back to reference Willcox S, Seddon M, Dunn S, Edwards RT, Pearse J, Tu JV: Measuring and Reducing Waiting Times: A Cross-National Comparison of Strategies. Heal Aff. 2007, 26 (4): 1078-1087. 10.1377/hlthaff.26.4.1078.CrossRef Willcox S, Seddon M, Dunn S, Edwards RT, Pearse J, Tu JV: Measuring and Reducing Waiting Times: A Cross-National Comparison of Strategies. Heal Aff. 2007, 26 (4): 1078-1087. 10.1377/hlthaff.26.4.1078.CrossRef
4.
go back to reference Carlsen F, Kaarboe OM: Norwegian priority guidelines: estimating the distributional implications across age, gender and SES. Health Policy. 2010, 95 (2–3): 264-270.CrossRefPubMed Carlsen F, Kaarboe OM: Norwegian priority guidelines: estimating the distributional implications across age, gender and SES. Health Policy. 2010, 95 (2–3): 264-270.CrossRefPubMed
5.
go back to reference Sobolev B, Kuramoto L: Analysis of waiting-time data in Health Services Research. 2008, New York: Springer Sobolev B, Kuramoto L: Analysis of waiting-time data in Health Services Research. 2008, New York: Springer
6.
go back to reference Mackenbach JP, Stirbu I, Roskam AJ, Schaap MM, Menvielle G, Leinsalu M, Kunst AE, European Union Working Group on Socioeconomic Inequalities in Health: Socioeconomic inequalities in health in 22 European countries. N Engl J Med. 2008, 358 (23): 2468-2481. 10.1056/NEJMsa0707519.CrossRefPubMed Mackenbach JP, Stirbu I, Roskam AJ, Schaap MM, Menvielle G, Leinsalu M, Kunst AE, European Union Working Group on Socioeconomic Inequalities in Health: Socioeconomic inequalities in health in 22 European countries. N Engl J Med. 2008, 358 (23): 2468-2481. 10.1056/NEJMsa0707519.CrossRefPubMed
7.
go back to reference Tamsma N, Berman PC: The Role of the Health Care Sector in Tackling Poverty and Social Exclusion in Europe. 2004, Brussels: EHMA/EuroHealthNet Tamsma N, Berman PC: The Role of the Health Care Sector in Tackling Poverty and Social Exclusion in Europe. 2004, Brussels: EHMA/EuroHealthNet
8.
go back to reference Van Doorslaer E, Wagstaff A, Van der Burg H, Christiansen T, De Graeve D, Duchesne I, Gerdtham UG, Gerfin M, Geurts J, Gross L, Häkkinen U, John J, Klavus J, Leu RE, Nolan B, O'Donnell O, Propper C, Puffer F, Schellhorn M, Sundberg G, Winkelhake O: Equity in the delivery of health care in Europe and US. J Heal Econ. 2000, 19 (5): 553-583. 10.1016/S0167-6296(00)00050-3.CrossRef Van Doorslaer E, Wagstaff A, Van der Burg H, Christiansen T, De Graeve D, Duchesne I, Gerdtham UG, Gerfin M, Geurts J, Gross L, Häkkinen U, John J, Klavus J, Leu RE, Nolan B, O'Donnell O, Propper C, Puffer F, Schellhorn M, Sundberg G, Winkelhake O: Equity in the delivery of health care in Europe and US. J Heal Econ. 2000, 19 (5): 553-583. 10.1016/S0167-6296(00)00050-3.CrossRef
9.
go back to reference Van Doorslaer E, Koolman X, Jones AM: Explaining income-related inequalities in doctor utilization in Europe. Heal Econ. 2004, 13 (7): 629-647. 10.1002/hec.919.CrossRef Van Doorslaer E, Koolman X, Jones AM: Explaining income-related inequalities in doctor utilization in Europe. Heal Econ. 2004, 13 (7): 629-647. 10.1002/hec.919.CrossRef
10.
go back to reference Wagstaff A, Van Doorslaer E: Measuring and Testing for Inequity in the Delivery of Health Care. J Hum Resour. 2000, 35 (4): 716-733. 10.2307/146369.CrossRef Wagstaff A, Van Doorslaer E: Measuring and Testing for Inequity in the Delivery of Health Care. J Hum Resour. 2000, 35 (4): 716-733. 10.2307/146369.CrossRef
11.
go back to reference Allin S: Equity in the use of health services in Canada and its provinces. Volume Working Paper No: 3/2006 . 2006, London: LSE Health, the London School of Economics and Political Science Allin S: Equity in the use of health services in Canada and its provinces. Volume Working Paper No: 3/2006 . 2006, London: LSE Health, the London School of Economics and Political Science
12.
go back to reference Petrelli A, Picariello R, Costa G: Toward a needs based mechanism for capitation purposes in Italy: the role of socioeconomic level in explaining differences in the use of health services. Int J Health Care Finance Econ. 2010, 10 (1): 29-42. 10.1007/s10754-009-9069-z.CrossRefPubMed Petrelli A, Picariello R, Costa G: Toward a needs based mechanism for capitation purposes in Italy: the role of socioeconomic level in explaining differences in the use of health services. Int J Health Care Finance Econ. 2010, 10 (1): 29-42. 10.1007/s10754-009-9069-z.CrossRefPubMed
13.
go back to reference Pell JP, Pell AC, Norrie J, Ford I, Cobbe SM: Effect of socioeconomic deprivation on waiting time for cardiac surgery: retrospective cohort study. BMJ. 2000, 320 (7226): 15-18. 10.1136/bmj.320.7226.15.CrossRefPubMedPubMedCentral Pell JP, Pell AC, Norrie J, Ford I, Cobbe SM: Effect of socioeconomic deprivation on waiting time for cardiac surgery: retrospective cohort study. BMJ. 2000, 320 (7226): 15-18. 10.1136/bmj.320.7226.15.CrossRefPubMedPubMedCentral
14.
go back to reference Hacker J, Stanistreet D: Equity in waiting times for two surgical specialties: a case study at a hospital in the North West of England. J Public Health. 2004, 26 (1): 56-60. 10.1093/pubmed/fdh115.CrossRef Hacker J, Stanistreet D: Equity in waiting times for two surgical specialties: a case study at a hospital in the North West of England. J Public Health. 2004, 26 (1): 56-60. 10.1093/pubmed/fdh115.CrossRef
15.
go back to reference Fitzpatrick R, Norquist JM, Reeves BC, Morris RW, Murray DW, Gregg PJ: Equity and need when waiting for total hip replacement surgery. J Eval Clin Pract. 2004, 10: 3-9. 10.1111/j.1365-2753.2003.00448.x.CrossRefPubMed Fitzpatrick R, Norquist JM, Reeves BC, Morris RW, Murray DW, Gregg PJ: Equity and need when waiting for total hip replacement surgery. J Eval Clin Pract. 2004, 10: 3-9. 10.1111/j.1365-2753.2003.00448.x.CrossRefPubMed
16.
go back to reference Shortt SE-D, Shaw RA: Equity in Canadian health care: Does socioeconomic status affect waiting times for elective surgery?. CMAJ. 2003, 168: 413-416.PubMedPubMedCentral Shortt SE-D, Shaw RA: Equity in Canadian health care: Does socioeconomic status affect waiting times for elective surgery?. CMAJ. 2003, 168: 413-416.PubMedPubMedCentral
17.
go back to reference Clover KA, Dobbins TA, Smyth TJ, Sanson-Fisher RW: Factors associated with waiting time for surgery. Med J Aust. 1998, 169: 464-468.PubMed Clover KA, Dobbins TA, Smyth TJ, Sanson-Fisher RW: Factors associated with waiting time for surgery. Med J Aust. 1998, 169: 464-468.PubMed
18.
go back to reference Arnesen KE, Erikssen J, Stavem K: Gender and socioeconomic status as determinants of waiting time for inpatient surgery in a system with implicit queue management. Health Policy. 2002, 62: 329-341. 10.1016/S0168-8510(02)00052-0.CrossRefPubMed Arnesen KE, Erikssen J, Stavem K: Gender and socioeconomic status as determinants of waiting time for inpatient surgery in a system with implicit queue management. Health Policy. 2002, 62: 329-341. 10.1016/S0168-8510(02)00052-0.CrossRefPubMed
19.
20.
go back to reference Siciliani L, Verzulli R: Waiting times and socioeconomic status among elderly Europeans: Evidence from SHARE. Health Econ. 2009, 18 (11): 1295-1306. 10.1002/hec.1429.CrossRefPubMed Siciliani L, Verzulli R: Waiting times and socioeconomic status among elderly Europeans: Evidence from SHARE. Health Econ. 2009, 18 (11): 1295-1306. 10.1002/hec.1429.CrossRefPubMed
21.
go back to reference Laudicella M, Siciliani L, Cookson R: Waiting Times and Socioeconomic Status: Evidence from England. Soc Sci Med. 2012, 74 (9): 1331-1341. 10.1016/j.socscimed.2011.12.049.CrossRefPubMed Laudicella M, Siciliani L, Cookson R: Waiting Times and Socioeconomic Status: Evidence from England. Soc Sci Med. 2012, 74 (9): 1331-1341. 10.1016/j.socscimed.2011.12.049.CrossRefPubMed
22.
go back to reference Barone AP, Fusco D, Colais P, D'Ovidio M, Belleudi V, Agabiti N, Sorge C, Davoli M, Perucci CA: Effects of socioeconomic position on 30-day mortality and wait for surgery after hip fracture. Int J Qual Health Care. 2009, 21 (6): 379-386. 10.1093/intqhc/mzp046.CrossRefPubMed Barone AP, Fusco D, Colais P, D'Ovidio M, Belleudi V, Agabiti N, Sorge C, Davoli M, Perucci CA: Effects of socioeconomic position on 30-day mortality and wait for surgery after hip fracture. Int J Qual Health Care. 2009, 21 (6): 379-386. 10.1093/intqhc/mzp046.CrossRefPubMed
23.
go back to reference Decreto del Presidente del Consiglio dei Ministri 29 novembre 2001: Definizione dei livelli essenziali di assistenza. Gazzetta Ufficiale N. 33 del 8 Febbraio 2002. 2002, Rome, Italy Decreto del Presidente del Consiglio dei Ministri 29 novembre 2001: Definizione dei livelli essenziali di assistenza. Gazzetta Ufficiale N. 33 del 8 Febbraio 2002. 2002, Rome, Italy
24.
go back to reference Cox DR: Regression models and life tables (with discussion). J R Stat Soc. 1972, 34: 187-220. Series B Cox DR: Regression models and life tables (with discussion). J R Stat Soc. 1972, 34: 187-220. Series B
25.
go back to reference Aday LA, Andersen RM: Equity of access to medical care: a conceptual and empirical overview. Medical Care. 1981, 19: 4-27. 10.1097/00005650-198112001-00004.CrossRef Aday LA, Andersen RM: Equity of access to medical care: a conceptual and empirical overview. Medical Care. 1981, 19: 4-27. 10.1097/00005650-198112001-00004.CrossRef
26.
go back to reference Sobolev B, Levy A, Hayden R, Kuramoto L: Does Wait-List Size at Registration Influence Time to Surgery? Analysis of a Population-Based Cardiac Surgery Registry. Heal Serv Res. 2006, 41 (1): 23-39. 10.1111/j.1475-6773.2005.00459.x.CrossRef Sobolev B, Levy A, Hayden R, Kuramoto L: Does Wait-List Size at Registration Influence Time to Surgery? Analysis of a Population-Based Cardiac Surgery Registry. Heal Serv Res. 2006, 41 (1): 23-39. 10.1111/j.1475-6773.2005.00459.x.CrossRef
27.
go back to reference D'Hoore W, Sicotte C, Tilquin C: Risk adjustment in outcome assessment: the Charlson comorbidity index. Methods Inf Med. 1993, 32 (5): 382-387.PubMed D'Hoore W, Sicotte C, Tilquin C: Risk adjustment in outcome assessment: the Charlson comorbidity index. Methods Inf Med. 1993, 32 (5): 382-387.PubMed
28.
go back to reference Levy AR, Sobolev BG, Hayden R, Kiely M, Fitzgerald JM, Schechter MT: Time on wait lists for coronary bypass surgery in British Columbia, Canada, 1991–2000. BMC Health Serv Res. 2005, 14;5 (1): 22.CrossRef Levy AR, Sobolev BG, Hayden R, Kiely M, Fitzgerald JM, Schechter MT: Time on wait lists for coronary bypass surgery in British Columbia, Canada, 1991–2000. BMC Health Serv Res. 2005, 14;5 (1): 22.CrossRef
29.
go back to reference Allin S, Masseria C, Sorenson C, Papanicola I, Mossialos E: Measuring inequalities in access to health care: a review of the indices. 2007, Belgium: European Commission, Brussels Allin S, Masseria C, Sorenson C, Papanicola I, Mossialos E: Measuring inequalities in access to health care: a review of the indices. 2007, Belgium: European Commission, Brussels
30.
go back to reference Dimakou S, Parkin D, Devlin N, Appleby J: Identifying the impact of government targets on waiting times in the NHS. Health Care Manage Sci. 2009, 12 (1): 1-10. 10.1007/s10729-008-9069-4.CrossRef Dimakou S, Parkin D, Devlin N, Appleby J: Identifying the impact of government targets on waiting times in the NHS. Health Care Manage Sci. 2009, 12 (1): 1-10. 10.1007/s10729-008-9069-4.CrossRef
31.
go back to reference Sobolev B, Brown P, Zelt D, Shortt S: Bias inherent in retrospective waiting-time studies: experience from a vascular surgery waiting list. CMAJ. 2000, 162 (13): 1821-1822.PubMedPubMedCentral Sobolev B, Brown P, Zelt D, Shortt S: Bias inherent in retrospective waiting-time studies: experience from a vascular surgery waiting list. CMAJ. 2000, 162 (13): 1821-1822.PubMedPubMedCentral
Metadata
Title
Socioeconomic differences in waiting times for elective surgery: a population-based retrospective study
Authors
Alessio Petrelli
Giuliana De Luca
Tania Landriscina
Giuseppe Costa
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2012
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-12-268

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