Evaluating the accessibility and equity of urban health resources based on multi-source big data in high-density city

Sustainable Cities and Society - Tập 100 - Trang 105049 - 2024
Lijun Xing1, Quan Chen1, Yaolin Liu2, Huagui He3
1Key Laboratory of Regional Development and Environmental Response, Hubei University, 368 Youyi Road, Wuhan 430062, China
2School of Resource and Environment Science, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
3Guangzhou Urban Planning and Design Survey Research Institute, Guangzhou 510060, China

Tài liệu tham khảo

Ali, 2022, Urban green spaces for elderly human health: A planning model for healthy city living, Land Use Policy, 114, 10.1016/j.landusepol.2021.105970 Anselin, 2010, Local Indicators Of Spatial Association—LISA, Geographical Analysis, 27, 93, 10.1111/j.1538-4632.1995.tb00338.x Arcury, 2005, The effects of geography and spatial behavior on health care utilization among the residents of a rural region, Health Services Research, 40, 135, 10.1111/j.1475-6773.2005.00346.x Ashik, 2020, Towards vertical spatial equity of urban facilities: An integration of spatial and aspatial accessibility, Journal of Urban Management, 9, 77, 10.1016/j.jum.2019.11.004 Astell-Burt, 2014, Do low-income neighbourhoods have the least green space? A cross-sectional study of Australia's most populous cities, BMC public health, 14, 292, 10.1186/1471-2458-14-292 Ayala-Azcárraga, 2019, Characteristics of urban parks and their relation to user well-being, Landscape and Urban Planning, 189, 27, 10.1016/j.landurbplan.2019.04.005 Belanger, 2011, Age-related differences in physical activity profiles of English adults, Preventive Medicine, 52, 247 Billaudeau, 2011, Investigating disparities in spatial accessibility to and characteristics of sport facilities: Direction, strength, and spatial scale of associations with area income, Health & Place, 17, 114, 10.1016/j.healthplace.2010.09.004 Boone, 2009, Parks and people: An environmental justice inquiry in Baltimore, Maryland, Annals of The Association of American Geographers, 99, 767, 10.1080/00045600903102949 Cai, 2022, Service quality evaluation model of public living facilities in a community, Tehnicki Vjesnik-Technical Gazette, 29, 1749 Carpenter, 2013, From ‘healthful exercise’ to ‘nature on prescription’: The politics of urban green spaces and walking for health, Landscape and Urban Planning, 118, 120, 10.1016/j.landurbplan.2013.02.009 Chang, 2011, Exploring an integrated method for measuring the relative spatial equity in public facilities in the context of urban parks, Cities, 28, 361, 10.1016/j.cities.2011.04.002 Chiwire, 2022, Identification and prioritization of attributes for a discrete choice experiment using the nominal group technique: Patients’ choice of public health facilities in Cape Town, South Africa, Value in Health Regional Issues, 27, 90, 10.1016/j.vhri.2021.06.005 Cho, 2021, Accessibility of welfare facilities for elderly people in Daejeon, South Korea considering public transportation accessibility, Transportation Research Interdisciplinary Perspectives, 12, 100514, 10.1016/j.trip.2021.100514 Cui, 2022, Do the supply of and demand for rural public service facilities match? Assessment based on the perspective of rural residents, Sustainable Cities and Society, 82, 103905, 10.1016/j.scs.2022.103905 Dadashpoor, 2016, Is inequality in the distribution of urban facilities inequitable? Exploring a method for identifying spatial inequity in an Iranian city, Cities, 52, 159, 10.1016/j.cities.2015.12.007 Dai, 2010, Black residential segregation, disparities in spatial access to health care facilities, and late-stage breast cancer diagnosis in metropolitan Detroit, Health & Place, 16, 1038, 10.1016/j.healthplace.2010.06.012 Dai, 2011, Racial/ethnic and socioeconomic disparities in urban green space accessibility: Where to intervene?, Landscape and Urban Planning, 102, 234, 10.1016/j.landurbplan.2011.05.002 Daubé, 2014 Doi, 2015, Probabilistic model to analyze patient accessibility to medical facilities using geographic information systems, Procedia Computer Science, 60, 1631, 10.1016/j.procs.2015.08.273 Dony, 2015, Re-conceptualizing accessibility to parks in multi-modal cities: A Variable-width Floating Catchment Area (VFCA) method, Landscape and Urban Planning, 143, 90, 10.1016/j.landurbplan.2015.06.011 Estabrooks, 2003, Resources for physical activity participation: Does availability and accessibility differ by neighborhood socioeconomic status?, Annals of Behavioral Medicine, 25, 100, 10.1207/S15324796ABM2502_05 Gangal, 2015, PHP46 - geographical accessibility to community and hospital pharmacies in Hamilton county, Value in Health, 18, A78, 10.1016/j.jval.2015.03.456 Gibson, 2002, Spatial equity in the distribution of aged care services in Australia, Australasian Journal on Ageing, 21, 80, 10.1111/j.1741-6612.2002.tb00422.x Halonen, 2015, Is change in availability of sports facilities associated with change in physical activity? A prospective cohort study, Preventive Medicine, 73, 10, 10.1016/j.ypmed.2015.01.012 Hancock, 1993, The evolution, impact and significance of the healthy cities/healthy communities movement, Journal of Public Health Policy, 14, 5, 10.2307/3342823 Higgs, 2015, Accessibility to sport facilities in Wales: A GIS-based analysis of socio-economic variations in provision, Geoforum; Journal of Physical, Human, and Regional Geosciences, 62, 105 Huang, 2021, Association between residential greenness and general health among older adults in rural and urban areas in China, Urban Forestry & Urban Greening, 59, 126907, 10.1016/j.ufug.2020.126907 Jin, 2019, Evaluating the spatial accessibility and distribution balance of multi-level medical service facilities, International Journal of Environmental Research and Public Health, 16, 1150, 10.3390/ijerph16071150 Jones, 2009, Greenspace access, use, and physical activity: Understanding the effects of area deprivation, Preventive Medicine, 49, 500, 10.1016/j.ypmed.2009.10.012 Kearns, 2002, From medical to health geography: Novelty, place and theory after a decade of change, Progress in Human Geography, 26, 605, 10.1191/0309132502ph389oa Kirby, 2006, Access to health care: Does neighborhood residential instability matter?, Journal of Health and Social Behavior, 47, 142, 10.1177/002214650604700204 Lan, 2020, Stratification, spatial agglomeration, and unequal public services: Case study in Xi'an, China, Journal of Urban Planning and Development, 146, 10.1061/(ASCE)UP.1943-5444.0000579 Langford, 2012, Using floating catchment analysis (FCA) techniques to examine intra-urban variations in accessibility to public transport opportunities: The example of Cardiff, Wales, Journal of Transport Geography, 25, 1, 10.1016/j.jtrangeo.2012.06.014 Lee, 2013, Measuring spatial accessibility in the context of spatial disparity between demand and supply of urban park service, Landscape and Urban Planning, 119, 85, 10.1016/j.landurbplan.2013.07.001 Leslie, 2010, Perceived neighborhood environment and park use as mediators of the effect of area socio-economic status on walking behaviors, Journal of Physical Activity & Health, 7, 802, 10.1123/jpah.7.6.802 Leslie, 2011, The colocation quotient: A new measure of spatial association between categorical subsets of points, Geographical Analysis, 43, 306, 10.1111/j.1538-4632.2011.00821.x Li, 2021, Built environment and early infection of COVID-19 in urban districts: A case study of Huangzhou, Sustainable Cities and Society, 66, 10.1016/j.scs.2020.102685 Li, 2023, Are the accessibility and facility environment of parks associated with mental health? A comparative analysis based on residential areas and workplaces, Landscape and Urban Planning, 237, 10.1016/j.landurbplan.2023.104807 Li, 2020, Exploring relationships of grocery shopping patterns and healthy food accessibility in residential neighborhoods and activity space, Applied Geography, 116, 10.1016/j.apgeog.2020.102169 Li, 2022, Equalizing the spatial accessibility of emergency medical services in Shanghai: A trade-off perspective, Computers, Environment and Urban Systems, 92, 10.1016/j.compenvurbsys.2021.101745 Li, 2021, Assessing equity in park accessibility using a travel behavior-based G2SFCA method in Nanjing, China, Journal of Transport Geography, 96, 103179, 10.1016/j.jtrangeo.2021.103179 Liu, 2022, Evaluating the disparity between supply and demand of park green space using a multi-dimensional spatial equity evaluation framework, Cities, 121, 103484, 10.1016/j.cities.2021.103484 Liu, 2021, The institutional challenge to co-deliver migrant integration and urban greening-evidence from Haizhu Wetland Park Project in Guangzhou, China, Journal of Chinese Governance, 6, 396, 10.1080/23812346.2020.1760069 Liu, 2019, Exploring the linkage between greenness exposure and depression among Chinese people: Mediating roles of physical activity, stress and social cohesion and moderating role of urbanicity, Health & Place, 58, 10.1016/j.healthplace.2019.102168 Losada-Rojas, 2021, Access to healthy food in urban and rural areas: An empirical analysis, Journal of Transport & Health, 23, 10.1016/j.jth.2021.101245 Luo, 2009, An enhanced two-step floating catchment area (E2SFCA) method for measuring spatial accessibility to primary care physicians, Health & Place, 15, 1100, 10.1016/j.healthplace.2009.06.002 Luo, 2003, Measures of spatial accessibility to healthcare in a GIS environment: Synthesis and a case study in Chicago Region, Environment and Planning B Planning and Design, 30, 865, 10.1068/b29120 Luo, 2012, Variable catchment sizes for the two-step floating catchment area (2SFCA) method, Health & Place, 18, 789, 10.1016/j.healthplace.2012.04.002 Mao, 2013, Measuring spatial accessibility to healthcare for populations with multiple transportation modes, Health & Place, 24C, 115, 10.1016/j.healthplace.2013.08.008 Mayaud, 2019, An urban data framework for assessing equity in cities: Comparing accessibility to healthcare facilities in Cascadia, Computers, Environment and Urban Systems, 78, 101401, 10.1016/j.compenvurbsys.2019.101401 McGrail, 2009, Measuring spatial accessibility to primary care in rural areas: Improving the effectiveness of the two-step floating catchment area method, Applied Geography, 29, 533, 10.1016/j.apgeog.2008.12.003 Millward, 2013, Active-transport walking behavior: Destinations, durations, distances, Journal of Transport Geography, 28, 101, 10.1016/j.jtrangeo.2012.11.012 Miyake, 2010, Not just a walk in the park: Methodological improvements for determining environmental justice implications of park access in New York city for the promotion of physical activity, Cities and the Environment, 3, 1, 10.15365/cate.3182010 Moore, 2008, Availability of recreational resources in minority and low socioeconomic status areas, American Journal of Preventive Medicine, 34, 16, 10.1016/j.amepre.2007.09.021 Nicholls, 2001, Measuring the accessibility and equity of public parks: A case study using GIS, Managing Leisure, 6, 201, 10.1080/13606710110084651 Noszczyk, 2022, The impact of the COVID-19 pandemic on the importance of urban green spaces to the public, Land Use Policy, 113, 10.1016/j.landusepol.2021.105925 Porter, 2017, Mobility and health: Young people's health-seeking behaviour and physical access to health services, 153 Radke, 2000, Spatial decompositions, modeling and mapping service regions to predict access to social programs, Geographic Information Sciences, 6, 105 Raza, 2023, Public transport equity with the concept of time-dependent accessibility using Geostatistics methods, Lorenz curves, and Gini coefficients, Case Studies on Transport Policy, 11, 10.1016/j.cstp.2023.100956 Rong, 2020, Evaluation of the spatial equity of medical facilities based on improved potential model and map service API: A case study in Zhengzhou, China, Applied Geography, 119, 102192, 10.1016/j.apgeog.2020.102192 Roy, 2021, Active leisure, passive leisure and health, Economics & Human Biology, 43, 10.1016/j.ehb.2021.101053 Sharp, 2021, Neighborhood social environments, healthy resources, and adult diabetes: Accounting for activity space exposures, Health & Place, 67, 10.1016/j.healthplace.2020.102473 Shen, 2022, Associations between spatial access to medical facilities and health-seeking behaviors: A mixed geographically weighted regression analysis in Shanghai, China, Applied Geography, 139, 10.1016/j.apgeog.2022.102644 Siegel, 2016, Developing a composite index of spatial accessibility across different health care sectors: A German example, Health Policy (Amsterdam, Netherlands), 120, 205, 10.1016/j.healthpol.2016.01.001 Sister, 2010, Got green? Addressing environmental justice in park provision, GeoJournal, 75, 229, 10.1007/s10708-009-9303-8 Taleai, 2014, An integrated framework to evaluate the equity of urban public facilities using spatial multi-criteria analysis, Cities, 40, 56, 10.1016/j.cities.2014.04.006 Tsou, 2005, An accessibility-based integrated measure of relative spatial equity in urban public facilities, Cities, 22, 424, 10.1016/j.cities.2005.07.004 Twohig-Bennett, 2018, The health benefits of the great outdoors: A systematic review and meta-analysis of greenspace exposure and health outcomes, Environmental Research, 166, 628, 10.1016/j.envres.2018.06.030 Vaughan, K.B., Kaczynski, A.T., Wilhelm Stanis, S.A.,Besenyi, G.M., Bergstrom, R., & Heinrich, K.M. (2013). Exploring the Distribution of Park Availability, Features, and Quality Across Kansas City, Missouri by Income and Race/Ethnicity: An Environmental Justice Investigation. Annals of Behavioral Medicine, 45(1), 28–38. Wang, 2012, Measurement, optimization, and impact of health care accessibility: A methodological review, Annals of the Association of American Geographers, 102, 1104, 10.1080/00045608.2012.657146 Wang, 2022, Understanding the relationship between small urban parks and mental health: A case study in Shanghai, China, Urban Forestry & Urban Greening, 78, 10.1016/j.ufug.2022.127784 Wang, 2022, The impacts of economic level and air pollution on public health at the micro and macro level, Journal of Cleaner Production, 366, 10.1016/j.jclepro.2022.132932 WHO. (2020). Urban planning crucial for better public health in cities. Retrieved from https://www.who.int/news-room/feature-stories/detail/urban-planning-617-crucial-for-better-public-health-in-cities./. Accessed December 30, 2021. Wu, 2022, Is the green inequality overestimated? Quality reevaluation of green space accessibility, Cities, 130, 103871, 10.1016/j.cities.2022.103871 Xiao, 2017, An assessment of urban park access in Shanghai – implications for the social equity in urban China, Landscape and Urban Planning, 157, 383, 10.1016/j.landurbplan.2016.08.007 Xing, 2018, Measuring spatial disparity in accessibility with a multi-mode method based on park green spaces classification in Wuhan, China, Applied Geography, 94, 251, 10.1016/j.apgeog.2018.03.014 Xing, 2020, An environmental justice study on spatial access to parks for youth by using an improved 2SFCA method in Wuhan, China, Cities, 96, 102405, 10.1016/j.cities.2019.102405 Xiong, 2022, Measuring spatio-temporal disparity of location-based accessibility to emergency medical services, Health & Place, 74, 10.1016/j.healthplace.2022.102766 Xu, 2017, Social inequalities of park accessibility in Shenzhen, China: The role of park quality, transport modes, and hierarchical socioeconomic characteristics, Journal of Transport Geography, 62, 38, 10.1016/j.jtrangeo.2017.05.010 You, 2016, Characterizing the inequalities in urban public green space provision in Shenzhen, China, Habitat International, 56, 176, 10.1016/j.habitatint.2016.05.006 Yu, 2021, Discovering spatiotemporal patterns and urban facilities determinants of cycling activities in Beijing, Journal of Geovisualization and Spatial Analysis, 5, 16, 10.1007/s41651-021-00084-9 Zhang, 2022, What are the factors influencing recreational visits to national forest parks in China? Experiments using crowdsourced geospatial data, Urban Forestry & Urban Greening, 72, 10.1016/j.ufug.2022.127570 Zhang, 2021, Measuring the accessibility of public green spaces in urban areas using web map services, Applied Geography, 126, 102381, 10.1016/j.apgeog.2020.102381 Zhang, 2022, Assessing the social equity of urban parks: An improved index integrating multiple quality dimensions and service accessibility, Cities (London, England), 129 Zhao, 2020, Unequable spatial accessibility to hospitals in developing megacities: New evidence from Beijing, Health & Place, 65, 10.1016/j.healthplace.2020.102406