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A New Hybrid Model for Mapping Spatial Accessibility to Healthcare Services Using Machine Learning Methods
9 references·3 citing·30 second hop
A New Hybrid Model for Mapping Spatial Accessibility to Healthcare Services Using Machine Learning Methods (2022)A New Hybrid Model for Mapping Spatial Ac…A comparative analysis of accessibility measures by the two-step floating catchment area (2SFCA) method (2019)A comparative analysis of acc…Measuring Spatial Accessibility to Urban Facilities and Services in Tehran (2016)Measuring Spatial Accessibili…Recent advances and applications in accessibility modelling (2014)Recent advances and applicati…Spatial accessibility in suboptimally configured health care systems: A modified two-step floating catchment area (M2SFCA) metric (2013)Spatial accessibility in subo…Patient-centred access to health care: conceptualising access at the interface of health systems and populations (2013)Patient-centred access to hea…Spatial accessibility of primary health care utilising the two step floating catchment area method: an assessment of recent improvements (2012)Spatial accessibility of prim…An enhanced two-step floating catchment area (E2SFCA) method for measuring spatial accessibility to primary care physicians (2009)An enhanced two-step floating…Measures of Spatial Accessibility to Health Care in a GIS Environment: Synthesis and a Case Study in the Chicago Region (2003)Measures of Spatial Accessibi…Spatial Decompositions, Modeling and Mapping Service Regions to Predict Access to Social Programs (2000)Spatial Decompositions, Model…Reducing urban energy consumption and carbon emissions: a novel GIS-based model for sustainable spatial accessibility to local services and resources (2024)Reducing urban energy consump…An examination and analysis of the clustering of healthcare centers and their spatial accessibility in Tehran metropolis: Insights from Google POI data (2024)An examination and analysis o…A School of Thought on VGI Challenges: A Literature Review (2023)A School of Thought on VGI Ch…Geographic information systems: A management perspective (1989)Interactive Spatial Data Analysis (1995)Accessibility, equity and health care: review and research directions for transport geographers (2015)Spatial accessibility of primary care: concepts, methods and challenges (2004)Impact of China's referral reform on the equity and spatial accessibility of healthcare resources: A case study of Beijing (2019)Evaluating spatial accessibility to healthcare services under travel time uncertainty: A reliability-based floating catchment area approach (2020)Geographic access to COVID-19 healthcare in Brazil using a balanced float catchment area approach (2021)How Accessibility Shapes Land Use (1959)GIS and Public Health (2002)Measurement, Optimization, and Impact of Health Care Accessibility: A Methodological Review (2012)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)The economic value of streets: mix-scale spatio-functional interaction and housing price patterns (2017)The impacts of congestion on automobile accessibility. What happens in large European cities? (2017)Dynamic accessibility: Incorporating day-to-day travel time reliability into accessibility measurement (2020)Entropy in urban and regional modelling (2021)Revisiting the Behavioral Model and Access to Medical Care: Does it Matter? (1995)Social Determinants of Risk and Outcomes for Cardiovascular Disease (2015)The UCL–Lancet Commission on Migration and Health: the health of a world on the move (2018)Defining and Estimating a Trading Area (1964)Modifiable Areal Unit Problem (2017)Measuring Accessibility: An Exploration of Issues and Alternatives (1997)The Geography of Transport Systems (2020)Spatio-temporal variations and contextual factors of the supply of Airbnb in Rome. An initial investigation (2022)Dynamic equity in urban amenities distribution: An accessibility-driven assessment (2024)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)A Review of Recent Spatial Accessibility Studies That Benefitted from Advanced Geospatial Information: Multimodal Transportation and Spatiotemporal Disaggregation (2021)Spatial accessibility assessment of COVID-19 patients to healthcare facilities: A case study of Florida (2021)Measuring spatial accessibility to primary health care services: Utilising dynamic catchment sizes (2014)Spatial difference analysis for accessibility to high level hospitals based on travel time in Shenzhen, China (2016)
this work references cited by second hop

References

  • 2013Patient-centred access to health care: conceptualising access at the interface of health systems and populations3,470 cited
  • 2003Measures of Spatial Accessibility to Health Care in a GIS Environment: Synthesis and a Case Study in the Chicago Region1,806 cited
  • 2009An enhanced two-step floating catchment area (E2SFCA) method for measuring spatial accessibility to primary care physicians1,228 cited
  • 2000Spatial Decompositions, Modeling and Mapping Service Regions to Predict Access to Social Programs460 cited
  • 2012Spatial accessibility of primary health care utilising the two step floating catchment area method: an assessment of recent improvements402 cited
  • 2013Spatial accessibility in suboptimally configured health care systems: A modified two-step floating catchment area (M2SFCA) metric362 cited
  • 2019A comparative analysis of accessibility measures by the two-step floating catchment area (2SFCA) method250 cited
  • 2014Recent advances and applications in accessibility modelling82 cited
  • 2016Measuring Spatial Accessibility to Urban Facilities and Services in Tehran35 cited

Cited by

  • 2024An examination and analysis of the clustering of healthcare centers and their spatial accessibility in Tehran metropolis: Insights from Google POI data17 cited
  • 2024Reducing urban energy consumption and carbon emissions: a novel GIS-based model for sustainable spatial accessibility to local services and resources14 cited
  • 2023A School of Thought on VGI Challenges: A Literature Review3 cited

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