Access to Specialist Care in Rural Saskatchewan: The Saskatchewan Rural Health Study
Abstract
:1. Introduction
2. Methods
2.1. Baseline Survey
2.2. Study Variables
2.3. Missing Data
2.4. Statistical Analysis
3. Results
Variable | n | % |
---|---|---|
In the past 12 months, required a visit to a medical specialist for a diagnosis or consultation (N = 4620) | ||
Yes | 2756 | 59.6 |
No | 1864 | 40.4 |
Have access to regular doctor or nurse practitioner (of those who access the services; N = 2756) | ||
Yes | 2752 | 99.8 |
No | 4 | 0.2 |
In past 12 months, ever experienced any difficulty getting the specialist care for a diagnosis or consultation (of those who access the services; N = 2756) | ||
Yes | 646 | 23.4 |
No | 2110 | 76.6 |
Distance to medical specialist care in the past 12 months for the households requiring a visit to a medical specialist for a diagnosis or consultation (of those who access the services (N = 2756); missing: n = 202) | ||
0–120 km | 920 | 36.0 |
>120–200 km | 806 | 31.6 |
>200 km | 828 | 32.4 |
Distance to medical specialist care in the past 12 months for the households requiring a visit to a medical specialist for a diagnosis or consultation (of those who access the services (N = 2756); after replacing missing values) | ||
0–120 km | 952 | 34.5 |
>120–200 km | 907 | 32.9 |
>200 km | 897 | 32.5 |
Household Characteristics | In the Past 12 Months, Experienced Difficulties Getting Medical Specialist Care for a Diagnosis or Consultation n = 2756 | ||||||
---|---|---|---|---|---|---|---|
n/Total | % | Crude Relative Risk (95% CI) | Adjusted Relative Risk (95% CI) | Adjusted Relative Risk after replacing missing distances (95% CI) | |||
Home Location | |||||||
Farm | 267/1037 | 25.8 | 1.17 (1.02, 1.34) | 1.16 (1.01, 1.34) | 1.19 (1.04, 1.37) | ||
Non-Farm | 376/1703 | 22.1 | 1.00 | 1.00 | 1.00 | ||
Quadrant | |||||||
Southwest | 157/503 | 31.2 | 1.59 (1.32, 1.92) | 1.49 (1.21, 1.83) | 1.46 (1.19, 1.79) | ||
Southeast | 158/604 | 26.2 | 1.34 (1.10, 1.62) | 1.39 (1.13, 1.71) | 1.34 (1.09, 1.64) | ||
Northeast | 162/785 | 20.6 | 1.05 (0.87, 1.28) | 0.99 (0.78, 1.26) | 0.93 (0.74, 1.17) | ||
Northwest | 169/863 | 19.6 | 1.00 | 1.00 | 1.00 | ||
Metropolitan Influence Zone (MIZ) | |||||||
No MIZ | 187/766 | 24.4 | 1.10 (0.89, 1.37) | 0.93 (0.73, 1.19) | 0.96 (0.75, 1.22) | ||
Weak MIZ | 359/1537 | 23.4 | 1.06 (0.87, 1.28) | 0.93 (0.75, 1.15) | 0.95 (0.77, 1.18) | ||
Moderate MIZ | 100/452 | 22.1 | 1.00 | 1.00 | 1.00 | ||
Household Income Adequacy | |||||||
Not stated/unknown | 93/417 | 22.3 | 0.85 (0.69, 1.05) | 0.94 (0.76, 1.16) | 0.94 (0.76, 1.16) | ||
Lowest | 35/130 | 26.9 | 1.03 (0.76, 1.39) | 1.19 (0.87, 1.64) | 1.22 (0.90, 1.65) | ||
Lowest middle | 101/462 | 21.9 | 0.84 (0.68, 1.02) | 0.90 (0.72, 1.12) | 0.96 (0.78, 1.19) | ||
Upper middle | 166/787 | 21.1 | 0.81 (0.67, 0.96) | 0.85 (0.72, 1.01) | 0.87 (0.73, 1.03) | ||
Highest | 251/960 | 26.2 | 1.00 | 1.00 | 1.00 | ||
Household Smoking | |||||||
Yes | 92/413 | 22.3 | 0.94 (0.77, 1.14) | 0.87 (0.71, 1.06) | 0.90 (0.74, 1.09) | ||
No | 552/2329 | 23.7 | 1.00 | 1.00 | 1.00 | ||
Median Age | |||||||
>65 years | 179/921 | 19.4 | 0.76 (0.62, 0.92) | 0.84 (0.67, 1.06) | 0.85 (0.68, 1.07) | ||
>55–65 years | 154/636 | 24.2 | 0.94 (0.78, 1.15) | 1.01 (0.81, 1.25) | 1.01 (0.82, 1.25) | ||
>45–55 years | 169/639 | 26.5 | 1.03 (0.85, 1.25) | 1.04 (0.85, 1.27) | 1.04 (0.86, 1.27) | ||
18–45 years | 143/558 | 25.6 | 1.00 | 1.00 | 1.00 | ||
Non-Respiratory chronic conditions | |||||||
2 or more conditions | 221/1018 | 21.7 | 0.86 (0.74, 1.02) | 0.89 (0.74, 1.08) | 0.90 (0.74, 1.08) | ||
One condition | 192/809 | 23.7 | 0.95 (0.80, 1.12) | 0.98 (0.82, 1.17) | 0.94 (0.79, 1.12) | ||
None | 233/929 | 25.1 | 1.00 | 1.00 | 1.00 | ||
Current Respiratory conditions | |||||||
2 or more conditions | 184/638 | 28.8 | 1.49 (1.26, 1.75) | 1.37 (1.16, 1.61) | 1.39 (1.18, 1.63) | ||
One condition | 198/758 | 26.1 | 1.35 (1.14, 1.58) | 1.24 (1.05, 1.47) | 1.29 (1.09, 1.51) | ||
None | 264/1360 | 19.4 | 1.00 | 1.00 | 1.00 | ||
Distance to medical specialist care | |||||||
>200 km | 235/828 | 28.4 | 1.39 (1.18, 1.65) | 1.45 (1.21, 1.73) | 1.45 (1.21, 1.74) | ||
>120–200 km | 190/806 | 23.6 | 1.16 (0.97, 1.39) | 1.13 (0.94, 1.36) | 1.12 (0.93, 1.34) | ||
0–120 km | 187/920 | 20.3 | 1.00 | 1.00 | 1.00 |
4. Discussion
5. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References and Notes
- Federal Provincial and Territorial Advisory Committee on Population Health. Toward a Healthy Future: Second Report on the Health of Canadians; Minister of Public Works and Government Services: Ottawa, ON, Canada, 1999. Available online: http://publications.gc.ca/collections/Collection/H39–468–1999E.pdf (accessed on 12 June 2014).
- Health Canada. Canada’s Health Care System. 2012. Available online: http://www.hc-sc.gc.ca/hcs-sss/pubs/system-regime/2011-hcs-sss/index-eng.php (accessed on 25 July 2014).
- Harrington, D.W.; Wilson, K.; Rosenberg, M.; Bell, S. Access granted! Barriers endure: Determinants of difficulties accessing specialist care when required in Ontario, Canada. BMC Health Serv. Res. 2013. [Google Scholar] [CrossRef]
- International Profiles of Health Care Systems. 2013. Available online: http://www.commonwealthfund.org/~/media/files/publications/fund-report/2013/nov/1717_thomson_intl_profiles_hlt_care_sys_2013_v2.pdf (accessed on 31 August 2014).
- Statistics Canada 2011. Population Counts, for Canada, Provinces and Territories, Census Divisions, Population Centre Size Groups and Rural Areas. 2011. Available online: http://www12.statcan.ca/census-recensement/2011/dp-pd/hlt-fst/pd-pl/Table-Tableau.cfm?LANG=Eng&T=703&SR=1&S=80&O=A&RPP=99&CMA=0&PR=47 (accessed on 21 May 2014).
- Laurent, S. Rural Canada: Access to Health Care. PRB 02–45E. Parliamentary Research Branch, Library of Parliament, Ottawa, ON, Canada. December 2002. Available online: http://publications.gc.ca/collections/Collection-R/LoPBdP/PRB-e/PRB0245-e.pdf (accessed on 21 May2014).
- Berthelot, J.-M.; Claudia, S. Access to Health Care Services in Canada-January to December 2005. Statistics Canada, Ottawa, ON, Canada, 2006; Cat. No. 82–575-XIE. Available online: http://publications.gc.ca/Collection/Statcan/82–575-X/82–575-XIE2006002.pdf (accessed on 19 February 2014).
- Hay, D.; Varga-Toth, J.; Hines, E. Frontline Health Care in Canada: Innovations in Delivering Services to Vulnerable Populations; Canadian Policy Research Networks Inc.: Ottawa, ON, Canada, 2006. [Google Scholar]
- Health Council of Canada. 2010; How Do Canadians Rate the Health Care System? Results from the 2010 Commonwealth Fund International Health Policy Survey; Canadian Health Care Matters: Bulletin 4; Health Council of Canada: Toronto, ON, Canada, 2010.
- Healthy Canadians–A Federal Report on Comparable Health Indicators 2010; Health Canada: Ottawa, ON, Canada, 2011. Cat. No. H21–206/2010E-pdf. Available online: http://www.hc-sc.gc.ca/hcs-sss/pubs/system-regime/index-eng.php (accessed on 19 February 2014).
- Barua, B.; Esmail, N. Waiting Your Turn: Wait Times for Health Care in Canada, 2013 Report. Studies in Policy. Fraser Institute: Vancouver, British Columbia, Canada, 2012. Available online: http://www.fraserinstitute.org/uploadedFiles/fraser-ca/Content/research-news/research/publications/waiting-your-turn-2013.pdf (accessed on 8 September 2014).
- Pahwa, P.; Karunanayake, C.P.; Hagel, L.; Janzen, B.; Pickett, W.; Rennie, D.; Senthilselvan, A.; Lawson, J.; Kirychuk, S.; Dosman, J.A. The Saskatchewan rural health study: An application of a population health framework to understand respiratory health outcomes. BMC Res. Notes 2012. [Google Scholar] [CrossRef]
- Du Plessis, V.; Beshiri, R.; Bollman, R.D.; Clemenson, H. Definitions of “Rural”. Agriculture and Rural Working Paper Series, Working Paper No. 61; Cat. No. 21–601-MIE- No. 061; Agricultural Division, Statistics Canada: Ottawa, ON, Canada, 2004. [Google Scholar]
- Minister of Industry. Statistics Canada: 2006 Census of Agriculture; Minister of Industry: Ottawa, ON, Canada, 2006. [Google Scholar]
- Dillman, D.A. Mail and Internet Surveys: The Tailored Design Method, 2nd ed.; Wiley & Sons Inc.: New York, NY, USA, 2000. [Google Scholar]
- No. H39–316/1994E. Strategies for Population Health: Investing in the Health of Canadians; Minister of Supply and Services Canada, Health Canada: Ottawa, ON, Canada, 1994. Available online: http://publications.gc.ca/Collection/Statcan/82–575-X/82–575-XIE2006002.pdf (accessed on 15 August 2014).
- Pickett, W.; Day, L.; Hagel, L.; Brison, R.J.; Marlenga, B.; Pahwa, P.; Koehncke, N.; Crowe, T.; Snodgrass, P.; Dosman, J. The Saskatchewan farm injury cohort: Rationale and methodology. Public Health Rep. 2008, 123, 567–575. [Google Scholar] [PubMed]
- Statistical Report on the Health of Canadians; Minister of Public Works and Government Services Canada: Health Canada, Ottawa, ON, Canada, 1999; Cat. No. H39–467/1999E.
- Toward a Healthy Future-Second Report on the Health of Canadians; Minister of Public Works and Government Services Canada, Health Canada: Ottawa, ON, Canada, 1999; Cat. No. H39–468/1999E.
- Statistics Canada: 2006 Census Dictionary; Minister of Industry: Ottawa, ON, Canada, 2010. Cat. No. 92–566-X. Available online: http://www12.statcan.gc.ca/census-recensement/2006/ref/dict/pdf/92–566-eng.pdf (accessed on 12 January 2014).
- Statistics Canada National Population Health Survey Household Component: Documentation for the Derived Variables and the Constant Longitudinal Variables. Available online: http://www.statcan.gc.ca/imdb-bmdi/document/3225_D10_T9_V3-eng.pdf (accessed on 15 November 2012).
- Spiegelman, D.; Hertmark, E. Easy SAS calculations for risk or prevalence ratios and differences. Am. J. Epidemiol. 2005, 162, 199–200. [Google Scholar] [CrossRef] [PubMed]
- Stokes, M.E.; Davis, C.S.; Koch, G.G. Categorical Data Analysis Using the SAS System, 3rd ed.; SAS Institute Inc.: Cary, NC, USA, 2012. [Google Scholar]
- Liddy, C.; Rowan, M.S.; Afkham, A.; Maranger, J.; Keely, E. Building access to specialist care through e-consultation. Open Med. 2013, 7, e1–e8. [Google Scholar] [CrossRef] [PubMed]
- Wait Time Alliance. 2013; Canadians Still Waiting too Long for Health Care: Report Card on Wait Times in Canada. Available online: http://www.gov.nl.ca/HaveYouHeard/wta.pdf (accessed on 2 September 2014). [Google Scholar]
- Pong, R.W.; Lemire, F.; Tepper, J. Physician Retirement in Canada: What Is Known and What Needs to be Done. Available online: http://rcpsc.medical.org/publicpolicy/imwc/10_ret&retCAN.pdf (accessed on 11 September 2014).
- Mattson, J.W. Transportation, Distance, and Health Care Utilization for Older Adults in Rural and Small Urban Areas; Upper Great Plains Transportation Institute: Fargo, ND, USA, 2010; Issue 236 of UGPTI Publication. [Google Scholar]
- Arcury, T.A.; Gesler, W.M.; Preisser, J.S.; Sherman, J; Sherman, J,; Spencer, J.; Perin, J. The effects of geography and spatial behavior on health care utilization amond the residents of a rural region. Health Serv. Rec. 2005, 40, 135–155. [Google Scholar] [CrossRef]
- Nemet, G.F.; Bailey, A.J. Distance and health care utilization among the rural elderly. Soc. Sci. Med. 2000, 50, 1197–1208. [Google Scholar] [CrossRef] [PubMed]
- Winters, C.A.; Cudney, S.A.; Sullivan, T.; Thuesen, A. The rural context and women’s self-management of chronic health conditions. Chron. Illn. 2006, 2, 273–289. [Google Scholar] [CrossRef]
- Kaplan, A. Systems for the management of respiratory disease in primary care-an international series: Canada. Primary Care Respir. J. 2008, 17, 73–78. [Google Scholar] [CrossRef]
- O’Donnell, D.E.; Hernandez, P.; Kaplan, A.; Aaron, S.; Bourbeau, J.; Marciniuk, D.; Balter, M.; Ford, G.; Gervais, A.; Lacasse, Y.; et al. Canadian Thoracic Society recommendations for management of chronic obstructive pulmonary disease-2008 update- highlights for primary care. Can. Respir. J. 2008, 15, 1A–8A. [Google Scholar] [PubMed]
- Lougheed, M.D.; Lemiere, C.; Ducharme, F.M.; Licskai, C.; Dell, S.D.; Rowe, B.H.; FitzGerald, M.; Leigh, R.; Watson, W.; Boulet, L.-P.; et al. Canadian Thoracic Society 2012 guideline update: Diagnosis and management of asthma in preschoolers, children and adults: Executive summary. Can. Respir. J. 2012, 19, e81–e88. [Google Scholar] [PubMed]
- Fleetham, J.; Ayas, N.; Bradley, D.; Ferguson, K.; Fitzpatrick, M.; George, C.; Hanly, P.; Hill, F.; Kimoff, J.; Kryger, M.; et al. Canadian Thoracic Society guidelines: Diagnosis and treatment of sleep disordered breathing in adults. Can. Respir. J. 2006, 13, 387–392. [Google Scholar] [PubMed]
- Canadian Tuberculosis Standards. Public Health Agency of Canada: Ottawa, ON, Canada, 2014. Cat. No. HP40–18/2014E-PDF. 7th ed. Available online: http://www.respiratoryguidelines.ca/sites/all/files/CTB_Standards_EN_Chapter%205.pdf (accessed on 28 May 2014).
- Irwin, R.S.; Baumann, M.H.; Bolser, D.C.; Boulet, L.-P.; Braman, S.S.; Brightling, C.E.; Brown, K.K.; Canning, B.J.; Chang, A.B.; Dicpinigaitis, P.V.; et al. Diagnosis and management of cough executive summary: ACCP evidence-based clinical practice guidelines. Chest 2006, 129, 1S–23S. [Google Scholar] [CrossRef] [PubMed]
- Goodridge, D.; Hutchinson, S.; Wilson, D.; Ross, C. Living in a rural area with advanced chronic respiratory illness: A qualitative study. Primary Care Respir. J. 2011, 20, 54–58. [Google Scholar] [CrossRef]
- Ng, E.; Wilkins, R.; Pole, J.; Adams, O.B. How far to the nearest physician? Health Rep. 1997, 8, 19–31. [Google Scholar]
- Hawkins, A.K.; Creighton, S.; Hayden, M.R. When access is an issue: Exploring barriers to predictive testing for Huntington disease in British Columbia, Canada. Eur. J. Hum. Genet. 2013, 21, 148–153. [Google Scholar] [CrossRef] [PubMed]
- Commission on the Future of Health Care in Canada [Romanow Report]. Building on Values: The Future of Health Care in Canada—Final Report; Commission on the Future of Health Care: Ottawa, ON, Canada, 2002. Available online: http://www.hc-sc.gc.ca/english/care/romanow/hcc0023.html (accessed on 15 January 2014).
- Sibley, L.M.; Weiner, J.P. An evaluation of access to health care services along the rural-urban continuum in Canada. BMC Health Serv. Res. 2011. [Google Scholar] [CrossRef]
- Dunlop, S.; Coyte, P.C.; McIsaac, W. Socio-economic status and the utilization of physicians’ services: Results from the Canadian National Population Health Survey. Soc. Sci. Med. 2000, 51, 123–133. [Google Scholar] [CrossRef] [PubMed]
- Van Doorslaer, E.; Masseria, C. Koolman X for the OECD Health Equity Research Group. Inequalities in access to medical care by income in developed countries. Can. Med. Assoc. J. 2006, 174, 177–183. [Google Scholar] [CrossRef]
- Jaatinen, P.T.; Aarnio, P.; Remes, J.; Hannukainen, J.; Köymari-Seilonen, T. Teleconsultation as a replacement for referral to an outpatient clinic. J. Telemed. Telecare 2002, 8, 102–106. [Google Scholar] [CrossRef] [PubMed]
- Government of Saskatchewan. Telehealth Saskatchewan. Available online: http://www.ehealthsask.ca/services/Telehealth/Pages/telehealth.aspx (accessed on 11 September 2014).
- Jacklin, P.B.; Roberts, J.A.; Wallace, P.; Haines, A.; Harrison, R.; Barber, J.A.; Thompson, S.G.; Lewis, L.; Currell, R.; Parker, S.; et al. Virtual outreach: Economic evaluation of joint teleconsultations for patients referred by their general practitioner for a specialist opinion. BMJ 2003. [Google Scholar] [CrossRef]
- Community Information Database. Rural Facts. Available online: http://www.cid-bdc.ca/rural-facts?page=3#sthash.UAGTY3Td.dpuf (accessed on 25 July 2014).
- Communications Monitoring Report 2013: Broadband Availability and Adoption of Digital Technologies; Canadian Radio-Television and Telecommunications Commission: Ottawa, ON, Canada, 2013. Available online: http://www.crtc.gc.ca/eng/publications/reports/PolicyMonitoring/2013/cmr2013.pdf (accessed on 8 September 2014).
- Fact Sheet: Social Determinants of Health-Access to Health Services as a Social Determinant of First Nations; Inuit and Métis Health; National Collaborating Centre for Aboriginal Health: Prince George, BC, Canada, 2011. Available online: http://www.nccah-ccnsa.ca/Publications/Lists/Publications/Attachments/22/Access%20to%20Health%20Services%20(English).pdf (accessed on 28 May 2014).
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Share and Cite
Karunanayake, C.P.; Rennie, D.C.; Hagel, L.; Lawson, J.; Janzen, B.; Pickett, W.; Dosman, J.A.; Pahwa, P.; The Saskatchewan Rural Health Study Group. Access to Specialist Care in Rural Saskatchewan: The Saskatchewan Rural Health Study. Healthcare 2015, 3, 84-99. https://doi.org/10.3390/healthcare3010084
Karunanayake CP, Rennie DC, Hagel L, Lawson J, Janzen B, Pickett W, Dosman JA, Pahwa P, The Saskatchewan Rural Health Study Group. Access to Specialist Care in Rural Saskatchewan: The Saskatchewan Rural Health Study. Healthcare. 2015; 3(1):84-99. https://doi.org/10.3390/healthcare3010084
Chicago/Turabian StyleKarunanayake, Chandima P., Donna C. Rennie, Louise Hagel, Joshua Lawson, Bonnie Janzen, William Pickett, James A. Dosman, Punam Pahwa, and The Saskatchewan Rural Health Study Group. 2015. "Access to Specialist Care in Rural Saskatchewan: The Saskatchewan Rural Health Study" Healthcare 3, no. 1: 84-99. https://doi.org/10.3390/healthcare3010084
APA StyleKarunanayake, C. P., Rennie, D. C., Hagel, L., Lawson, J., Janzen, B., Pickett, W., Dosman, J. A., Pahwa, P., & The Saskatchewan Rural Health Study Group. (2015). Access to Specialist Care in Rural Saskatchewan: The Saskatchewan Rural Health Study. Healthcare, 3(1), 84-99. https://doi.org/10.3390/healthcare3010084