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Rural–Urban Disparities in Realized Spatial Access to General Practitioners, Orthopedic Surgeons, and Physiotherapists among People with Osteoarthritis in Alberta, Canada

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  • Xiaoxiao Liu

    (Department of Community Health Science, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
    McCaig Bone and Joint Health Institute, University of Calgary, Calgary, AB T2N 1N4, Canada
    O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada)

  • Judy E. Seidel

    (Department of Community Health Science, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
    O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada
    Applied Research and Evaluation Services, Alberta Health Services, Edmonton, AB T5J 3E4, Canada)

  • Terrence McDonald

    (Department of Community Health Science, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
    O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada
    Department of Family Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada)

  • Alka B. Patel

    (Department of Community Health Science, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
    O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada
    Applied Research and Evaluation Services, Alberta Health Services, Edmonton, AB T5J 3E4, Canada)

  • Nigel Waters

    (Department of Geography, University of Calgary, Calgary, AB T2N 1N4, Canada
    Department of Civil Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada
    Department of Environmental Science and Policy, College of Science, George Mason University, Fairfax, VA 22030, USA)

  • Stefania Bertazzon

    (O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada
    Department of Geography, University of Calgary, Calgary, AB T2N 1N4, Canada)

  • Rizwan Shahid

    (O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada
    Applied Research and Evaluation Services, Alberta Health Services, Edmonton, AB T5J 3E4, Canada
    Department of Geography, University of Calgary, Calgary, AB T2N 1N4, Canada)

  • Deborah A. Marshall

    (Department of Community Health Science, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
    McCaig Bone and Joint Health Institute, University of Calgary, Calgary, AB T2N 1N4, Canada
    O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 1N4, Canada)

Abstract

Rural Canadians have high health care needs due to high prevalence of osteoarthritis (OA) but lack access to care. Examining realized access to three types of providers (general practitioners (GPs), orthopedic surgeons (Ortho), and physiotherapists (PTs)) simultaneously helps identify gaps in access to needed OA care, inform accessibility assessment, and support health care resource allocation. Travel time from a patient’s postal code to the physician’s postal code was calculated using origin–destination network analysis. We applied descriptive statistics to summarize differences in travel time, hotspot analysis to explore geospatial patterns, and distance decay function to examine the travel pattern of health care utilization by urbanicity. The median travel time in Alberta was 11.6 min (IQR = 4.3–25.7) to GPs, 28.9 (IQR = 14.8–65.0) to Ortho, and 33.7 (IQR = 23.1–47.3) to PTs. We observed significant rural–urban disparities in realized access to GPs (2.9 and IQR = 0.0–92.1 in rural remote areas vs. 12.6 and IQR = 6.4–21.0 in metropolitan areas), Ortho (233.3 and IQR = 171.3–363.7 in rural remote areas vs. 21.3 and IQR = 14.0–29.3 in metropolitan areas), and PTs (62.4 and IQR = 0.0–232.1 in rural remote areas vs. 32.1 and IQR = 25.2–39.9 in metropolitan areas). We identified hotspots of realized access to all three types of providers in rural remote areas, where patients with OA tend to travel longer for health care. This study may provide insight on the choice of catchment size and the distance decay pattern of health care utilization for further studies on spatial accessibility.

Suggested Citation

  • Xiaoxiao Liu & Judy E. Seidel & Terrence McDonald & Alka B. Patel & Nigel Waters & Stefania Bertazzon & Rizwan Shahid & Deborah A. Marshall, 2022. "Rural–Urban Disparities in Realized Spatial Access to General Practitioners, Orthopedic Surgeons, and Physiotherapists among People with Osteoarthritis in Alberta, Canada," IJERPH, MDPI, vol. 19(13), pages 1-20, June.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:13:p:7706-:d:846036
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    References listed on IDEAS

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    1. Raaj Kishore Biswas & Enamul Kabir, 2017. "Influence of distance between residence and health facilities on non-communicable diseases: An assessment over hypertension and diabetes in Bangladesh," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-11, May.
    2. Khan, Abdullah A., 1992. "An integrated approach to measuring potential spatial access to health care services," Socio-Economic Planning Sciences, Elsevier, vol. 26(4), pages 275-287, October.
    3. Paul L Delamater & Joseph P Messina & Sue C Grady & Vince WinklerPrins & Ashton M Shortridge, 2013. "Do More Hospital Beds Lead to Higher Hospitalization Rates? A Spatial Examination of Roemer’s Law," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-16, February.
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