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Articles

Spatial analysis of public health facilities in Riyadh Governorate, Saudi Arabia: a GIS-based study to assess geographic variations of service provision and accessibility

Pages 26-38 | Received 20 Aug 2015, Accepted 29 Dec 2015, Published online: 25 Mar 2016

References

  • Abbas, S. H., R. K. Srivastava, R. P. Tiwari, and P. B. Bala Ramudu. 2009. “GIS-based Disaster Management: A Case Study for Allahabad Sadar Sub-district (India).” Management of Environmental Quality: An International Journal 20 (1): 33–51. doi:10.1108/14777830910922433.
  • Al-Ghanim, S. A. 2004. “Factors Influencing the Utilisation of Public and Private Primary Health Care Services in Riyadh City.” JKAU: Econ & Adm 19 (1): 3−27.
  • Almalki, M., G. Fitzgerald, and M. Clark. 2011. “Health Care System in Saudi Arabia: An Overview.” Eastern Mediterranean Health Journal 17 (10): 784–793.
  • Arcury, T. A., Wilbert M. Gesler, J. S. Preisser, J. Sherman, J. Spencer, and J. Perin. 2005. “The Effects of Geography and Spatial Behavior on Health Care Utilization Among the Residents of a Rural Region.” Health Services Research 40 (1): 135–156.10.1111/hesr.2005.40.issue-1
  • Bigbee, J. L. 2008. “Relationships Between Nurse- and Physician-to-Population Ratios and State Health Rankings.” Public Health Nursing 25 (3): 244–252. doi:10.1111/j.1525-1446.2008.00701.x.
  • Bonnici, A. M. 2005. Web GIS Software Comparison Framework. Sir Sandford Fleming College, Canada.
  • Central Department of Statistics & Information. 2015. “Population Statistics Estimation.” Central Department of Statistics & Information, Saudi Arabia. Accessed December 20, 2015. http://www.cdsi.gov.sa/english/index.php?option=com_docman&Itemid=160
  • Chen, D., and A. Getis. 1998. Point Pattern Analysis (PPA). San Diego, CA: Department of Geography, San Diego State University.
  • Comber, A. J., C. Brunsdon, and R. Radburn. 2011. “A Spatial Analysis of Variations in Health Access: Linking Geography, Socio-economic Status and Access perceptions.” International Journal of Health Geographics 10: 1–11 . doi:10.1186/1476-072X-10-44.
  • Delamater, P. L., J. P. Messina, A. M. Shortridge, and S. C. Grady. 2012. “Measuring Geographic Access to Health Care: Raster and Network-based Methods.” International Journal of Health Geographics 11 : 1–18. doi:10.1186/1476-072X-11-15.
  • ESRI (Environmental Systems Research Institute). 2015. “How Average Nearest Neighbor Distance (Spatial Statistics) works.” Accessed December 28, 2015. http://www.esri.com
  • Guagliardo, M. F. 2004. “Spatial Accessibility of Primary Care: Concepts, Methods and Challenges.” International Journal of Health Geographics 3: 1–13. doi:10.1186/1476-072X-3-3.
  • Guerrero, E. G., and D. Kao. 2013. “Racial/Ethnic Minority and Low-income Hotspots and Their Geographic Proximity to Integrated Care Providers.” Substance Abuse Treatment, Prevention, and Policy 8 (34): 1–10. doi:10.1186/1747-597X-8-34.
  • Hanan, A. L.-A., and M. Roland. 2005. “Quality of Primary Health Care in Saudi Arabia: A Comprehensive Review.” International Journal for Quality in Health Care 17 (4): 331–346. doi:10.1093/intqhc/mzi046.
  • Hazrin, H., Y. Fadhli, A. Tahir, J. Safurah, M. N. Kamaliah, and M. Y. Noraini. 2013. “Spatial Patterns of Health Clinic in Malaysia.” Health 5 (12): 2104–. 2109doi:10.4236/health.2013.512287.
  • Hu, R. S., S. C. Dong, Y. H. Zhao, H. Hu, and Z. H. Li. 2013. “Assessing Potential Spatial Accessibility of Health Services in Rural China: A Case study of Donghai County.” International Journal for Equity in Health 12 (1): 1–11. doi:10.1186/1475-9276-12-35.
  • Ismaeel, A. G., and E. K. Jabar. 2013. “Effective System for Pregnant Women using Mobile GIS.” International Journal of Computer Applications 64 (11): 1–7. doi:10.5120/10675-5547.
  • Jones, S. G., A. J. Ashby, S. R. Momin, and A. Naidoo. 2010. “Spatial Implications Associated with Using Euclidean Distance Measurements and Geographic Centroid Imputation in Health Care Research.” Health Services Research 45 (1): 316–327. doi:10.1111/j.1475-6773.2009.01044.x.
  • Langford, M., and G. Higgs. 2006. “Measuring Potential Access to Primary Healthcare Services: The Influence of Alternative Spatial Representations of Population.” The Professional Geographer 58 (3): 294–306. doi:10.1111/j.1467-9272.2006.00569.x.
  • Linard, C., M. Gilbert, R. W. Snow, A. M. Noor, and A. J. Tatem. 2012. “Population Distribution, Settlement Patterns and Accessibility across Africa in 2010.” PLoS ONE 7 (2): e31743. doi:10.1371/journal.pone.0031743.
  • Lovett, A., R. Haynes, G. Sünnenberg, and S. Gale. 2002. “Car Travel Time and Accessibility by Bus to General Practitioner Services: A Study using Patient Registers and GIS.” Social Science & Medicine 55 (1): 97–111. doi:10.1016/S0277-9536(01)00212-X.
  • Luo, W. 2004. “Using a GIS-based Floating Catchment Method to Assess Areas with Shortage of Physicians.” Health & Place 10 (1): 1–11. doi:10.1016/S1353-8292(02)00067-9.
  • Målqvist, M., N. Sohel, T. T. Do, L. Eriksson, and L. A. Persson. 2010. “Distance Decay in Delivery Care Utilisation Associated with Neonatal Mortality. A Case Referent Study in Northern Vietnam.” BMC Public Health 10: 1–9 . doi:10.1186/1471-2458-10-762.
  • MEP (Ministry of Economy and Planning). 2015. “Ninth Development Plan, Health.” Ministry of Economy and Planning, Saudi Arabia. Accessed December 28, 2015. http://www.mep.gov.sa/themes/Dashboard/index.jsp#1439498622664
  • Mesgari, M. S., and Z. Masoomi. 2008. “GIS Applications in Public Health as a Decision Making Support System and it’s Limitation in Iran.” World Applied Sciences Journal 3 (1): 73–77.
  • Ministry of Health. 2015. “National e-Health Strategy.” Ministry of Health, Al Riyadh. Accessed December 28, 2015. http://www.moh.gov.sa/en/Ministry/nehs/Pages/Overview-of-eHealth.aspx
  • Mobley, L. R., and H. E. Frech III. 2000. “Managed Care, Distance Traveled, and Hospital Market Definition.” Inquiry 37 (1): 91–107.
  • Moïsi, J. C., H. Gatakaa, A. M. Noor, T. N. Williams, E. Bauni, B. Tsofa, O. S. Levine, and J. A. G. Scott. 2010. “Geographic Access to Care is not a Determinant of Child Mortality in a Rural Kenyan Setting with High Health Facility Density.” BMC Public Health 10: 1–9. doi:10.1186/1471-2458-10-142.
  • Muller, I., T. Smith, S. Mellor, L. Rare, and B. Genton. 1998. “The Effect of Distance from Home on Attendance at a Small Rural Health Centre in Papua New Guinea.” International Journal of Epidemiology 27 (5): 878–884. doi:10.1093/ije/27.5.878.
  • Murad, A. A. 2004. “Creating a GIS Application for Local Health Care Planning in Saudi Arabia.” International Journal of Environmental Health Research 14 (3): 185–199. doi:10.1080/0960312042000218606.
  • Murad, A. A. 2007. “Creating a GIS Application for Health Services at Jeddah City.” Computers in Biology and Medicine 37 (6): 879–889. doi:10.1016/j.compbiomed.2006.09.006.
  • Murad, A. A. 2008. “Defining Health Catchment Areas in Jeddah City, Saudi Arabia: An Example Demonstrating the Utility of Geographical Information Systems.” Geospatial Health 2 (2): 151–160. doi:10.4081/gh.2008.239.
  • Noor, A. M., D. Zurovac, S. I. Hay, S. A. Ochola, and R. W. Snow. 2003. “Defining Equity in Physical Access to Clinical Services using Geographical Information Systems as Part of Malaria Planning and Monitoring in Kenya.” Tropical Medicine & International Health 8 (10): 917–926. doi:10.1046/j.1365-3156.2003.01112.x.
  • Okwaraji, Y. B., K. Mulholland, J. R. M. A. Schellenberg, G. Andarge, M. Admassu, and K. M. Edmond. 2012. “The Association between Travel Time to Health Facilities and Childhood Vaccine Coverage in Rural Ethiopia. A Community Based Cross Sectional Study.” BMC Public Health 12: 1–9. doi:10.1186/1471-2458-12-476.
  • Oosting, A., and D. Joy. 2011. “A GIS-based Model to Assess the Risk of On-site Wastewater Systems Impacting Groundwater and Surface Water Resources.” Canadian Water Resources Journal 36 (3): 229–246. doi:10.4296/cwrj3603882.
  • Patel, A. B., N. M. Waters, I. E. Blanchard, C. J. Doig, and W. A. Ghali. 2012. “A Validation of Ground Ambulance Pre-hospital Times modeled using Geographic Information Systems.” International Journal of Health Geographics 11 (1): 1–10. doi:10.1186/1476-072X-11-42.
  • Pearce, J., K. Witten, and P. Bartie. 2006. “Neighbourhoods and Health: A GIS Approach to Measuring Community Resource Accessibility.” Journal of Epidemiology and Community Health 60 (5): 389–395. doi:10.1136/jech.2005.043281.
  • Perry, B., and W. Gesler. 2000. “Physical Access to Primary Health Care in Andean Bolivia.” Social Science & Medicine 50 (9): 1177–1188. doi:10.1016/S0277-9536(99)00364-0.
  • Schuurman, N., R. S. Fiedler, S. C. W. Grzybowski, and D. Grund. 2006. “Defining Rational Hospital Catchments for Non-urban Areas Based on Travel-time.” International Journal of Health Geographics 5: 1–10. doi:10.1186/1476-072X-5-43.
  • Shi, L., and B. Starfield. 2001. “The Effect of Primary Care Physician Supply and Income Inequality on Mortality Among Blacks and Whites in US Metropolitan Areas.” American Journal of Public Health 91 (8): 1246–1250. doi:10.2105/AJPH.91.8.1246.
  • Theseira, M. 2002. “Using Internet GIS Technology for Sharing Health and Health Related Data for the West Midlands Region.” Health & Place 8 (1): 37–46. doi:10.1016/S1353-8292(01)00034-X.
  • Tulpan, D., M. Mancuso, G. Durand, C. Regoui, and L. Belliveau. 2012. “CliFin: A Web-based Geographical Information System for Time Dependant Point of Care Localization in New Brunswick, Canada.” International Journal of Healthcare Information Systems and Informatics 7 (4): 32–47. doi:10.4018/jhisi.2012100103.
  • Wang, F. H., and W. Luo. 2005. “Assessing Spatial and Nonspatial Factors for Healthcare Access: Towards an Integrated Approach to Defining Health Professional Shortage Areas.” Health & Place 11 (2): 131–146. doi:10.1016/j.healthplace.2004.02.003.
  • WHO. 2010. “Monitoring the Building Blocks of Health Systems: A Handbook of Indicators and Their Measurement Strategies.” Geneva: WHO. Accessed December 28, 2015. http://www.who.int/healthinfo/systems/WHO_MBHSS_2010_full_web.pdf
  • Wong, N. S., S. S. Lee, and H. Lin. 2010. “Assessing the Spatial Distribution of Methadone Clinic Clients and Their Access to Treatment.” Harm Reduction Journal 7: 1–6. doi:10.1186/1477-7517-7-14.
  • Yagoub, M. M. 2011. “Geographic Information Systems (GIS) Application for Health: Case of Al Ain (UAE).” International Journal of Geoinformatics 7 (1): 21–28.
  • Yang, D. H., R. Goerge, and R. Mullner. 2006. “Comparing GIS-based Methods of Measuring Spatial Accessibility to Health Services.” Journal of Medical Systems 30 (1): 23–32. doi:10.1007/s10916-006-7400-5.
  • Schwanke Khilji, S. U., J. W. Rudge, T. Drake, I. Chavez, K. Borin, S. Touch, and R. Coker. 2013. “Distribution of Selected Healthcare Resources for Influenza Pandemic Response in Cambodia.” International Journal for Equity in Health 12 (1): 1–14. doi:10.1186/1475-9276-12-82.