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Published in: BMC Health Services Research 1/2015

Open Access 01-12-2015 | Research article

A comparative analysis of potential spatio-temporal access to palliative care services in two Canadian provinces

Authors: Nadine Schuurman, Ofer Amram, Valorie A. Crooks, Rory Johnston, Allison Williams

Published in: BMC Health Services Research | Issue 1/2015

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Abstract

Background

Access to health services such as palliative care is determined not only by health policy but a number of legacies linked to geography and settlement patterns. We use GIS to calculate potential spatio-temporal access to palliative care services. In addition, we combine qualitative data with spatial analysis to develop a unique mixed-methods approach.

Methods

Inpatient health care facilities with dedicated palliative care beds were sampled in two Canadian provinces: Newfoundland and Saskatchewan. We then calculated one-hour travel time catchments to palliative health services and extended the spatial model to integrate available beds as well as documented wait times.

Results

26 facilities with dedicated palliative care beds in Newfoundland and 69 in Saskatchewan were identified. Spatial analysis of one-hour travel times and palliative beds per 100,000 population in each province showed distinctly different geographical patterns. In Saskatchewan, 96.7 % of the population living within a-1 h of drive to a designated palliative care bed. In Newfoundland, 93.2 % of the population aged 65+ were living within a-1 h of drive to a designated palliative care bed. However, when the relationship between wait time and bed availability was examined for each facility within these two provinces, the relationship was found to be weak in Newfoundland (R2 = 0.26) and virtually nonexistent in Saskatchewan (R2 = 0.01).

Conclusions

Our spatial analysis shows that when wait times are incorporated as a way to understand potential spatio-temporal access to dedicated palliative care beds, as opposed to spatial access alone, the picture of access changes.
Footnotes
1
By ‘dedicated palliative care bed’ we refer to beds at inpatient medical facilities that are prioritized for use by palliative care recipients. In large hospitals in the provinces of focus these beds tend to be used only by palliative care recipients, and were sometimes located in palliative care wards. In small hospitals these were usually beds located in private rooms that could accommodate family visits and were primarily, but not exclusively, used by palliative care recipients.
 
Literature
1.
go back to reference Clark D, ten Have H, Janssens R. Common threads? Palliative care service developments in seven European countries. Palliat Med. 2000;14(6):479–90.CrossRefPubMed Clark D, ten Have H, Janssens R. Common threads? Palliative care service developments in seven European countries. Palliat Med. 2000;14(6):479–90.CrossRefPubMed
2.
go back to reference Robinson CA, Pesut B, Bottorff JL, Mowry A, Broughton S, Fyles G. Rural palliative care: a comprehensive review. J Palliat Med. 2009;12(3):253–8.CrossRef Robinson CA, Pesut B, Bottorff JL, Mowry A, Broughton S, Fyles G. Rural palliative care: a comprehensive review. J Palliat Med. 2009;12(3):253–8.CrossRef
3.
go back to reference Williams AM, Crooks VA, Whitfield K, Kelley M-L, Richards J-L, DeMiglio L, et al. Tracking the evolution of hospice palliative care in Canada: a comparative case study analysis of seven provinces. BMC Health Serv Res. 2010;10(1):147.CrossRefPubMedPubMedCentral Williams AM, Crooks VA, Whitfield K, Kelley M-L, Richards J-L, DeMiglio L, et al. Tracking the evolution of hospice palliative care in Canada: a comparative case study analysis of seven provinces. BMC Health Serv Res. 2010;10(1):147.CrossRefPubMedPubMedCentral
4.
go back to reference Romanow RJ. Building on Values [electronic Resource]: the Future of Health Care in Canada. Saskatoon: Commission on the Future of Health Care in Canada; 2002. Romanow RJ. Building on Values [electronic Resource]: the Future of Health Care in Canada. Saskatoon: Commission on the Future of Health Care in Canada; 2002.
5.
go back to reference Goddard M, Smith P. Equity of access to health care services: Theory and evidence from the UK. Soc Sci Med. 2001;53(9):1149–62.CrossRefPubMed Goddard M, Smith P. Equity of access to health care services: Theory and evidence from the UK. Soc Sci Med. 2001;53(9):1149–62.CrossRefPubMed
6.
go back to reference Gulliford M, Figueroa-Munoz J, Morgan M, Hughes D, Gibson B, Beech R, et al. What does’ access to health care’mean? J Health Serv Res Policy. 2002;7(3):186–8.CrossRefPubMed Gulliford M, Figueroa-Munoz J, Morgan M, Hughes D, Gibson B, Beech R, et al. What does’ access to health care’mean? J Health Serv Res Policy. 2002;7(3):186–8.CrossRefPubMed
8.
go back to reference Harding R, Powell RA, Downing J, Connor SR, Mwangi-Powell F, Defilippi K, et al. Generating an African palliative care evidence base: the context, need, challenges, and strategies. J Pain Symptom Manage. 2008;36(3):304–9.CrossRefPubMed Harding R, Powell RA, Downing J, Connor SR, Mwangi-Powell F, Defilippi K, et al. Generating an African palliative care evidence base: the context, need, challenges, and strategies. J Pain Symptom Manage. 2008;36(3):304–9.CrossRefPubMed
9.
go back to reference Brownson RC, Gurney JG, Land GH. Evidence-based decision making in public health. J Public Health Manag Pract. 1999;5(5):86–97.CrossRefPubMed Brownson RC, Gurney JG, Land GH. Evidence-based decision making in public health. J Public Health Manag Pract. 1999;5(5):86–97.CrossRefPubMed
10.
go back to reference Kohatsu ND, Robinson JG, Torner JC. Evidence-based public health: an evolving concept. Am J Prev Med. 2004;27(5):417–21.PubMed Kohatsu ND, Robinson JG, Torner JC. Evidence-based public health: an evolving concept. Am J Prev Med. 2004;27(5):417–21.PubMed
11.
go back to reference Tunis SR. Reflections on science, judgment, and value in evidence-based decision making: a conversation with David Eddy. Health Aff. 2007;26(4):w500–15.CrossRef Tunis SR. Reflections on science, judgment, and value in evidence-based decision making: a conversation with David Eddy. Health Aff. 2007;26(4):w500–15.CrossRef
12.
go back to reference Newton MS, Scott-Findlay S. Taking stock of current societal, political and academic stakeholders in the Canadian healthcare knowledge translation agenda. Implement Sci. 2007;2(1):32.CrossRefPubMedPubMedCentral Newton MS, Scott-Findlay S. Taking stock of current societal, political and academic stakeholders in the Canadian healthcare knowledge translation agenda. Implement Sci. 2007;2(1):32.CrossRefPubMedPubMedCentral
13.
go back to reference Taylor-Robinson D, Milton B, Lloyd-Williams F, O’Flaherty M, Capewell S. Policy-makers’ attitudes to decision support models for coronary heart disease: a qualitative study. J Health Serv Res Policy. 2008;13(4):209–14.CrossRefPubMed Taylor-Robinson D, Milton B, Lloyd-Williams F, O’Flaherty M, Capewell S. Policy-makers’ attitudes to decision support models for coronary heart disease: a qualitative study. J Health Serv Res Policy. 2008;13(4):209–14.CrossRefPubMed
14.
go back to reference Anderson E, Shepherd M, Salisbury C. ‘Taking off the suit’: engaging the community in primary health care decision-making. Health Expect. 2006;9(1):70–80.CrossRefPubMed Anderson E, Shepherd M, Salisbury C. ‘Taking off the suit’: engaging the community in primary health care decision-making. Health Expect. 2006;9(1):70–80.CrossRefPubMed
15.
go back to reference El Dib RP, Atallah ÁN, Andriolo RB. Mapping the Cochrane evidence for decision making in health care. J Eval Clin Pract. 2007;13(4):689–92.CrossRefPubMed El Dib RP, Atallah ÁN, Andriolo RB. Mapping the Cochrane evidence for decision making in health care. J Eval Clin Pract. 2007;13(4):689–92.CrossRefPubMed
16.
go back to reference Khan AA, Bhardwaj SM. Access to Health Care A Conceptual Framework and its Relevance to Health Care Planning. Eval Health Prof. 1994;17(1):60–76.CrossRefPubMed Khan AA, Bhardwaj SM. Access to Health Care A Conceptual Framework and its Relevance to Health Care Planning. Eval Health Prof. 1994;17(1):60–76.CrossRefPubMed
17.
go back to reference Schuurman N, Crooks VA, Amram O. A protocol for determining differences in consistency and depth of palliative care service provision across community sites. Health Soc Care Community. 2010;18(5):537–48.CrossRefPubMed Schuurman N, Crooks VA, Amram O. A protocol for determining differences in consistency and depth of palliative care service provision across community sites. Health Soc Care Community. 2010;18(5):537–48.CrossRefPubMed
18.
go back to reference Cinnamon J, Schuurman N, Crooks V. A method to determine spatial access to specialized palliative care services using GIS. BMC Health Serv Res. 2008;8(1):140.CrossRefPubMedPubMedCentral Cinnamon J, Schuurman N, Crooks V. A method to determine spatial access to specialized palliative care services using GIS. BMC Health Serv Res. 2008;8(1):140.CrossRefPubMedPubMedCentral
19.
go back to reference Wood D, Clark D, Gatrell A. Equity of access to adult hospice inpatient care within north-west England. Palliat Med. 2004;18(6):543–9.CrossRefPubMed Wood D, Clark D, Gatrell A. Equity of access to adult hospice inpatient care within north-west England. Palliat Med. 2004;18(6):543–9.CrossRefPubMed
20.
go back to reference McGrail MR, Humphreys JS. Measuring spatial accessibility to primary care in rural areas: improving the effectiveness of the two-step floating catchment area method. Appl Geogr. 2009;29(4):533–41.CrossRef McGrail MR, Humphreys JS. Measuring spatial accessibility to primary care in rural areas: improving the effectiveness of the two-step floating catchment area method. Appl Geogr. 2009;29(4):533–41.CrossRef
21.
go back to reference Gagan D, Gagan R. For Patients of Moderate Means. Montreal, PQ: McGill-Queen’s University Press; 2002. Gagan D, Gagan R. For Patients of Moderate Means. Montreal, PQ: McGill-Queen’s University Press; 2002.
22.
go back to reference Liu L, Hader J, Brossart B, White R, Lewis S. Impact of rural hospital closures in Saskatchewan, Canada. Soc Sci Med. 2001;52(12):1793–804.CrossRefPubMed Liu L, Hader J, Brossart B, White R, Lewis S. Impact of rural hospital closures in Saskatchewan, Canada. Soc Sci Med. 2001;52(12):1793–804.CrossRefPubMed
23.
go back to reference Kennedy BP, Kawachi I, Glass R, Prothrow-Stith D. Income distribution, socioeconomic status, and self rated health in the United States: multilevel analysis. Br Med J. 1998;317(7163):917–21.CrossRef Kennedy BP, Kawachi I, Glass R, Prothrow-Stith D. Income distribution, socioeconomic status, and self rated health in the United States: multilevel analysis. Br Med J. 1998;317(7163):917–21.CrossRef
24.
go back to reference Twells L, Doyle M, Gregory D, Barrett B, Parfrey P. Acute care restructuring in Newfoundland and Labrador: the history and impact on expenditure. J Health Serv Res Pol. 2005;10(2):4–11.CrossRef Twells L, Doyle M, Gregory D, Barrett B, Parfrey P. Acute care restructuring in Newfoundland and Labrador: the history and impact on expenditure. J Health Serv Res Pol. 2005;10(2):4–11.CrossRef
Metadata
Title
A comparative analysis of potential spatio-temporal access to palliative care services in two Canadian provinces
Authors
Nadine Schuurman
Ofer Amram
Valorie A. Crooks
Rory Johnston
Allison Williams
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2015
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-015-0909-x

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