Skip to main content
Top
Published in: The European Journal of Health Economics 3/2018

01-04-2018 | Original Paper

Does socioeconomic status affect lengthy wait time in Canada? Evidence from Canadian Community Health Surveys

Author: Mohammad Hajizadeh

Published in: The European Journal of Health Economics | Issue 3/2018

Login to get access

Abstract

Reasonable access to health services without financial or other barriers is a primary objective of the Canadian health system. Notwithstanding such concern about accessibility of services, long waiting times for health services have been a prominent health policy issue in recent years. Using pooled data from four nationally representative Canadian Community Health Surveys (CCHSs, 2000/01, 2003, 2005 and 2010; n = 266,962) we examine socioeconomic inequality in lengthy wait time (LWT) to health care among adults (aged 18–65) in Canada. The relative and absolute concentration indices (RC and AC, respectively) are used to quantify income-related inequality in LWT in Canada and for its provinces. Additionally, we decompose the RC and AC indices to identify factors affecting income-related inequality in LWT. Our descriptive results show that, on average, 5% of Canadian adults experienced LWT to access health services in the past 12 months. While 3% of the residents of British Columbia and Saskatchewan reported LWT to access health care services, this figure was 7% in Quebec. Our findings also demonstrated that LWT was mainly concentrated among the poor in Canada [RC = −0.039; 95% confidence interval (CI) −0.049 to −0.028 and AC = −0.067; CI −0.086 to −0.049]. The RC and AC suggested statistically significant pro-rich inequality of LWT in Nova Scotia, New Brunswick, Quebec, Manitoba, Saskatchewan and British Columbia. Decomposition analyses indicate that, besides income itself, health status (measured by a set of 15 chronic condition indicators), immigration status and geographical factors were the most important factors contributing to the concentration of LWT among the poor in Canada. These results provide some evidence that low-income individuals tend to have lengthier wait times for publicly-funded health care in Canada in comparison to their high-income counterparts. The observed negative gradient between income and long waiting time may be interpreted as evidence of socioeconomic inequity within Canadian health care system. Thus, further work is required to understand the mechanisms explaining the concentration of long wait time among the poor in Canada.
Appendix
Available only for authorised users
Footnotes
1
Approximately two-thirds of Canadians have private insurance for health services not covered by Medicare [55].
 
2
Using a linear probability model (LPM) in the decomposition analysis yielded similar results.
 
Literature
1.
go back to reference Abásolo, I., Negrín-Hernández, M.A., Pinilla, J.: Equity in specialist waiting times by socioeconomic groups: evidence from Spain. Eur. J. Health Econ. 15, 323–334 (2014)CrossRefPubMed Abásolo, I., Negrín-Hernández, M.A., Pinilla, J.: Equity in specialist waiting times by socioeconomic groups: evidence from Spain. Eur. J. Health Econ. 15, 323–334 (2014)CrossRefPubMed
2.
go back to reference Siciliani, L., Hurst, J.: Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries. Health Policy 72, 201–215 (2005)CrossRefPubMed Siciliani, L., Hurst, J.: Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries. Health Policy 72, 201–215 (2005)CrossRefPubMed
3.
go back to reference Johar, M., Savage, E., Stavrunova, O., Jones, G., Keane, M.: Geographic differences in hospital waiting times. Econ. Rec. 88, 165–181 (2012)CrossRef Johar, M., Savage, E., Stavrunova, O., Jones, G., Keane, M.: Geographic differences in hospital waiting times. Econ. Rec. 88, 165–181 (2012)CrossRef
4.
go back to reference Siciliani, L., Verzulli, R.: Waiting times and socioeconomic status among elderly Europeans: evidence from SHARE. Health Econ. 18, 1295–1306 (2009)CrossRefPubMed Siciliani, L., Verzulli, R.: Waiting times and socioeconomic status among elderly Europeans: evidence from SHARE. Health Econ. 18, 1295–1306 (2009)CrossRefPubMed
5.
go back to reference Sharma, A., Siciliani, L., Harris, A.: Waiting times and socioeconomic status: does sample selection matter? Econ. Model. 33, 659–667 (2013)CrossRef Sharma, A., Siciliani, L., Harris, A.: Waiting times and socioeconomic status: does sample selection matter? Econ. Model. 33, 659–667 (2013)CrossRef
6.
go back to reference Postl, B.D.: Final Report of the Federal Advisor on Wait Times. Health Canada (2006) Postl, B.D.: Final Report of the Federal Advisor on Wait Times. Health Canada (2006)
7.
go back to reference Norris, S.: The Wait Times Issue and the Patient Wait Times Guarantee, Parliamentary Information and Research Service, Library of Parliament, Ottawa (2009) Norris, S.: The Wait Times Issue and the Patient Wait Times Guarantee, Parliamentary Information and Research Service, Library of Parliament, Ottawa (2009)
8.
go back to reference Pomey, M.P., Forest, P.G., Sanmartin, C., Decoster, C., Clavel, N., Warren, E., Drew, M., Noseworthy, T.: Toward systematic reviews to understand the determinants of wait time management success to help decision-makers and managers better manage wait times. Implement. Sci. 8, 61 (2013)CrossRefPubMedPubMedCentral Pomey, M.P., Forest, P.G., Sanmartin, C., Decoster, C., Clavel, N., Warren, E., Drew, M., Noseworthy, T.: Toward systematic reviews to understand the determinants of wait time management success to help decision-makers and managers better manage wait times. Implement. Sci. 8, 61 (2013)CrossRefPubMedPubMedCentral
9.
go back to reference Health Council of Canada: Wading Through Wait Times: What do Meaningful Reductions and Guarantees Mean? An Update on Wait Times for Health Care. Health Council of Canada, Toronto, ON (2007) Health Council of Canada: Wading Through Wait Times: What do Meaningful Reductions and Guarantees Mean? An Update on Wait Times for Health Care. Health Council of Canada, Toronto, ON (2007)
10.
go back to reference Barua, B.: Waiting Your Turn: Wait Times for Health Care in Canada, 2015 Report. Vancouver, BC (2015) Barua, B.: Waiting Your Turn: Wait Times for Health Care in Canada, 2015 Report. Vancouver, BC (2015)
11.
go back to reference McLachlan, G., Maynard, A.: The public/private mix in health care: the emerging lessons. In: McLachlan, G., Maynard, A. (eds.) The public/private mix in health care: the relevance and effects of change, pp. 513–558. Nuffield Provincial Hospitals Trust, London (1982) McLachlan, G., Maynard, A.: The public/private mix in health care: the emerging lessons. In: McLachlan, G., Maynard, A. (eds.) The public/private mix in health care: the relevance and effects of change, pp. 513–558. Nuffield Provincial Hospitals Trust, London (1982)
12.
go back to reference Mooney, G.: Economics, medicine, and health care. Wheatsheaf, Brighton (1986) Mooney, G.: Economics, medicine, and health care. Wheatsheaf, Brighton (1986)
13.
go back to reference Wagstaff, A., VanDoorslaer, E., Paci, P.: Equity in the finance and delivery of health care: some tentative cross-country comparisons. Oxf. Rev. Econ. Policy 5, 89–112 (1989)CrossRef Wagstaff, A., VanDoorslaer, E., Paci, P.: Equity in the finance and delivery of health care: some tentative cross-country comparisons. Oxf. Rev. Econ. Policy 5, 89–112 (1989)CrossRef
14.
go back to reference O’Donnell, O., van Doorslaer, E., Wagstaff, A., Lindelow, M.: Analyzing Health Equity Using Household Survey Data—a Guide to Techniques and Their Implementation. The World Bank, Geneva (2008) O’Donnell, O., van Doorslaer, E., Wagstaff, A., Lindelow, M.: Analyzing Health Equity Using Household Survey Data—a Guide to Techniques and Their Implementation. The World Bank, Geneva (2008)
16.
go back to reference Allin, S., Hurley, J.: Inequity in publicly funded physician care: what is the role of private prescription drug insurance? Health Econ. 18, 1218–1232 (2009)CrossRefPubMed Allin, S., Hurley, J.: Inequity in publicly funded physician care: what is the role of private prescription drug insurance? Health Econ. 18, 1218–1232 (2009)CrossRefPubMed
17.
go back to reference Maddison, A.R., Asada, Y., Urquhart, R.: Inequity in access to cancer care: a review of the Canadian literature. Cancer Causes Control 22, 359–366 (2011)CrossRefPubMed Maddison, A.R., Asada, Y., Urquhart, R.: Inequity in access to cancer care: a review of the Canadian literature. Cancer Causes Control 22, 359–366 (2011)CrossRefPubMed
18.
go back to reference Glazier, R.H., Agha, M.M., Moineddin, R., Sibley, L.M.: Universal health insurance and equity in primary care and specialist office visits: a population-based study. Ann. Fam. Med. 7, 396–405 (2009)CrossRefPubMedPubMedCentral Glazier, R.H., Agha, M.M., Moineddin, R., Sibley, L.M.: Universal health insurance and equity in primary care and specialist office visits: a population-based study. Ann. Fam. Med. 7, 396–405 (2009)CrossRefPubMedPubMedCentral
19.
go back to reference Hwang, J.: Socioeconomic Disparities in Eye Care Services and Eye Complications Among Diabetic Patients in Canada, PhD thesis, School of Public Health Sciences, University of Alberta (2013) Hwang, J.: Socioeconomic Disparities in Eye Care Services and Eye Complications Among Diabetic Patients in Canada, PhD thesis, School of Public Health Sciences, University of Alberta (2013)
20.
go back to reference Shortt, S.E.D., Shaw, R.A.: Equity in Canadian health care: does socioeconomic status affect waiting times for elective surgery? CMAJ 168, 413–416 (2003)PubMedPubMedCentral Shortt, S.E.D., Shaw, R.A.: Equity in Canadian health care: does socioeconomic status affect waiting times for elective surgery? CMAJ 168, 413–416 (2003)PubMedPubMedCentral
22.
go back to reference Johar, M., Jones, G., Keane, M.P., Savage, E., Stavrunova, O.: Discrimination in a universal health system: explaining socioeconomic waiting time gaps. J. Health Econ. 32, 181–194 (2013)CrossRefPubMed Johar, M., Jones, G., Keane, M.P., Savage, E., Stavrunova, O.: Discrimination in a universal health system: explaining socioeconomic waiting time gaps. J. Health Econ. 32, 181–194 (2013)CrossRefPubMed
23.
go back to reference Monstad, K., Engesæter, L.B., Espehaug, B.: Waiting time and socioeconomic status–an individual-level analysis. Health Econ. 23, 446–461 (2014)CrossRefPubMed Monstad, K., Engesæter, L.B., Espehaug, B.: Waiting time and socioeconomic status–an individual-level analysis. Health Econ. 23, 446–461 (2014)CrossRefPubMed
24.
go back to reference Carlsen, F., Kaarboe, O.M.: Norwegian priority guidelines: estimating the distributional implications across age, gender and SES. Health Policy 95, 264–270 (2010)CrossRefPubMed Carlsen, F., Kaarboe, O.M.: Norwegian priority guidelines: estimating the distributional implications across age, gender and SES. Health Policy 95, 264–270 (2010)CrossRefPubMed
25.
go back to reference Laudicella, M., Siciliani, L., Cookson, R.: Waiting times and socioeconomic status: evidence from England. Soc. Sci. Med. 74, 1331–1341 (2012)CrossRefPubMed Laudicella, M., Siciliani, L., Cookson, R.: Waiting times and socioeconomic status: evidence from England. Soc. Sci. Med. 74, 1331–1341 (2012)CrossRefPubMed
26.
go back to reference Sumalinog, R., Abraham, L., Yu, D.: Preserving Medicare and Optimizing the Canadian Healthcare System. Canadian Federation of Medical Students, Ottawa (2015) Sumalinog, R., Abraham, L., Yu, D.: Preserving Medicare and Optimizing the Canadian Healthcare System. Canadian Federation of Medical Students, Ottawa (2015)
27.
go back to reference Marchildon, G.: Canada: health system review. Health Syst. Transit. 15, 1–179 (2013)PubMed Marchildon, G.: Canada: health system review. Health Syst. Transit. 15, 1–179 (2013)PubMed
28.
go back to reference Leatherman, S., Sutherland, K.: Quality of Healthcare in Canada: a Chartbook. Canadian Health Services Research Foundation, Ottawa (2010) Leatherman, S., Sutherland, K.: Quality of Healthcare in Canada: a Chartbook. Canadian Health Services Research Foundation, Ottawa (2010)
29.
go back to reference Canadian Institute for Health Information: National Health Expenditure Trends, 1975–2016. CIHI, Ottawa, Ontario (2016) Canadian Institute for Health Information: National Health Expenditure Trends, 1975–2016. CIHI, Ottawa, Ontario (2016)
31.
go back to reference Deber, R.B.: Delivering Health Care Services: Public, not-for-profit, or Private? Discussion paper, Commission on the Future of Health Care in Canada (2002) Deber, R.B.: Delivering Health Care Services: Public, not-for-profit, or Private? Discussion paper, Commission on the Future of Health Care in Canada (2002)
32.
33.
go back to reference Craik, F.I., Hay, J.F.: Aging and judgments of duration: effects of task complexity and method of estimation. Percept. Psychophys. 61, 549–560 (1999)CrossRefPubMed Craik, F.I., Hay, J.F.: Aging and judgments of duration: effects of task complexity and method of estimation. Percept. Psychophys. 61, 549–560 (1999)CrossRefPubMed
34.
go back to reference Hancock, P.A., Rausch, R.: The effects of sex, age, and interval duration on the perception of time. Acta Psychol. 133, 170–179 (2010)CrossRef Hancock, P.A., Rausch, R.: The effects of sex, age, and interval duration on the perception of time. Acta Psychol. 133, 170–179 (2010)CrossRef
35.
go back to reference Krieger, N., Chen, J.T., Selby, J.: V: comparing individual-based and household-based measures of social class to assess class inequalities in women’s health: a methodological study of 684 US women. J. Epidemiol. Community Health 53, 612–623 (1999)CrossRefPubMedPubMedCentral Krieger, N., Chen, J.T., Selby, J.: V: comparing individual-based and household-based measures of social class to assess class inequalities in women’s health: a methodological study of 684 US women. J. Epidemiol. Community Health 53, 612–623 (1999)CrossRefPubMedPubMedCentral
36.
go back to reference MacIntyre, S., Hunt, K.: Socio-economic position, gender and health: how do they interact? J. Health Psychol. 2, 315–334 (1997)CrossRefPubMed MacIntyre, S., Hunt, K.: Socio-economic position, gender and health: how do they interact? J. Health Psychol. 2, 315–334 (1997)CrossRefPubMed
37.
go back to reference Yeung, C.W., Thomas, S.: Income Imputation for the Canadian Community Health Survey. Statistics Canada, Ottawa, Ontario (2012) Yeung, C.W., Thomas, S.: Income Imputation for the Canadian Community Health Survey. Statistics Canada, Ottawa, Ontario (2012)
39.
go back to reference OECD: Growing unequal?: Income Distribution and Poverty in OECD countries. The Organisation for Economic Cooperation and Development Publishing, Paris, France (2008) OECD: Growing unequal?: Income Distribution and Poverty in OECD countries. The Organisation for Economic Cooperation and Development Publishing, Paris, France (2008)
40.
go back to reference Wagstaff, A., Paci, P., Van Doorslaer, E.: On the measurement of inequalities in health. Soc. Sci. Med. 33, 545–557 (1991)CrossRefPubMed Wagstaff, A., Paci, P., Van Doorslaer, E.: On the measurement of inequalities in health. Soc. Sci. Med. 33, 545–557 (1991)CrossRefPubMed
42.
go back to reference King, N.B., Harper, S.A.M., Meersman, S.C., Reichman, M.E., Breen, N., Lynch, J.: We’ll take the red pill: a reply to Asada. Milbank Q. 88, 623–627 (2010)CrossRefPubMedCentral King, N.B., Harper, S.A.M., Meersman, S.C., Reichman, M.E., Breen, N., Lynch, J.: We’ll take the red pill: a reply to Asada. Milbank Q. 88, 623–627 (2010)CrossRefPubMedCentral
44.
go back to reference Kakwani, N., Wagstaff, A., van Doorslaer, E.: Socioeconomic inequalities in health: measurement, computation, and statistical inference. J. Econ. 77, 87–103 (1997)CrossRef Kakwani, N., Wagstaff, A., van Doorslaer, E.: Socioeconomic inequalities in health: measurement, computation, and statistical inference. J. Econ. 77, 87–103 (1997)CrossRef
45.
go back to reference Wagstaff, A.: The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ. 14, 429–432 (2005)CrossRefPubMed Wagstaff, A.: The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ. 14, 429–432 (2005)CrossRefPubMed
46.
47.
go back to reference O’Donnell, O., O’Neill, S., Van Ourti, T., Walsh, B.: Conindex: estimation of concentration indices. Stata J. 16, 112 (2016)PubMedPubMedCentral O’Donnell, O., O’Neill, S., Van Ourti, T., Walsh, B.: Conindex: estimation of concentration indices. Stata J. 16, 112 (2016)PubMedPubMedCentral
48.
go back to reference Wagstaff, A., van Doorslaer, E., Watanabe, N.: On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J. Econ. 112, 207 (2003)CrossRef Wagstaff, A., van Doorslaer, E., Watanabe, N.: On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J. Econ. 112, 207 (2003)CrossRef
49.
go back to reference Thomas, S., Wannell, B.: Combining cycles of the Canadian Community Health Survey. Health Rep. 20, 53–58 (2009)PubMed Thomas, S., Wannell, B.: Combining cycles of the Canadian Community Health Survey. Health Rep. 20, 53–58 (2009)PubMed
50.
go back to reference Sanmartin, C., Berthelot, J.-M., McIntosh, C.N.: Determinants of unacceptable waiting times for specialized services in Canada. Healthc Policy 2, e140–e154 (2007)PubMedPubMedCentral Sanmartin, C., Berthelot, J.-M., McIntosh, C.N.: Determinants of unacceptable waiting times for specialized services in Canada. Healthc Policy 2, e140–e154 (2007)PubMedPubMedCentral
51.
go back to reference Statistics Canada: Access to Health Care Services in Canada, 2005. Statistics Canada, Ottawa, Ontario (2005) Statistics Canada: Access to Health Care Services in Canada, 2005. Statistics Canada, Ottawa, Ontario (2005)
52.
go back to reference Canadian Institute for Health Information: Wait Times for Priority Procedures in Canada, 2015. CIHI, Ottawa, ON (2015) Canadian Institute for Health Information: Wait Times for Priority Procedures in Canada, 2015. CIHI, Ottawa, ON (2015)
53.
go back to reference Carrière, G., Sanmartin, C.: Waiting time for medical specialist consultations in Canada, 2007. Health Rep. 21, 7–14 (2010)PubMed Carrière, G., Sanmartin, C.: Waiting time for medical specialist consultations in Canada, 2007. Health Rep. 21, 7–14 (2010)PubMed
54.
go back to reference Löfvendahl, S., Eckerlund, I., Hansagi, H., Malmqvist, B., Resch, S., Hanning, M.: Waiting for orthopaedic surgery: factors associated with waiting times and patients’ opinion. Int. J. Qual. Health Care 17, 133–140 (2005)CrossRefPubMed Löfvendahl, S., Eckerlund, I., Hansagi, H., Malmqvist, B., Resch, S., Hanning, M.: Waiting for orthopaedic surgery: factors associated with waiting times and patients’ opinion. Int. J. Qual. Health Care 17, 133–140 (2005)CrossRefPubMed
55.
go back to reference Mossialos, E., Wenzl, M., Osborn, R., Anderson, C.: 2014 International Profiles of Health Care Systems. The Commonwealth Fund, New York (2014) Mossialos, E., Wenzl, M., Osborn, R., Anderson, C.: 2014 International Profiles of Health Care Systems. The Commonwealth Fund,  New York (2014)
Metadata
Title
Does socioeconomic status affect lengthy wait time in Canada? Evidence from Canadian Community Health Surveys
Author
Mohammad Hajizadeh
Publication date
01-04-2018
Publisher
Springer Berlin Heidelberg
Published in
The European Journal of Health Economics / Issue 3/2018
Print ISSN: 1618-7598
Electronic ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-017-0889-3

Other articles of this Issue 3/2018

The European Journal of Health Economics 3/2018 Go to the issue