Measuring COVID-19 vaccination coverage: an enhanced age-adjusted two-step floating catchment area model

被引:29
|
作者
Mohammadi, Alireza [1 ]
Mollalo, Abolfazl [2 ]
Bergquist, Robert [3 ,4 ]
Kiani, Behzad [5 ]
机构
[1] Univ Mohaghegh Ardabili, Fac Social Sci, Dept Geog & Urban Planning, Ardebil, Iran
[2] Baldwin Wallace Univ, Dept Publ Hlth & Prevent Sci, Sch Hlth Sci, Berea, OH 44017 USA
[3] Ingerod, Brastad, Sweden
[4] WHO, UNICEF UNDP World Bank WHO Special Programme Res, Geneva, Switzerland
[5] Mashhad Univ Med Sci, Sch Med, Dept Med Informat, Mashhad, Razavi Khorasan, Iran
关键词
COVID-19; Spatial accessibility; Spatial inequality; Two-step floating catchment area; Vaccination coverage; Iran; MEASURING SPATIAL ACCESSIBILITY; HEALTH-CARE; SERVICES; ACCESS; MANAGEMENT; FACILITIES;
D O I
10.1186/s40249-021-00904-6
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: There are only limited studies on access to COVID-19 vaccines and identifying the most appropriate health centres for performing vaccination in metropolitan areas. This study aimed to measure potential spatial access to COVID-19 vaccination centres in Mashhad, the second-most populous city in Iran. Methods: The 2021 age structure of the urban census tracts was integrated into the enhanced two-step floating catchment area model to improve accuracy. The model was developed based on three different access scenarios: only public hospitals, only public healthcare centres and both (either hospitals or healthcare centres) as potential vaccination facilities. The weighted decision-matrix and analytic hierarchy process, based on four criteria (i.e. service area, accessibility index, capacity of vaccination centres and distance to main roads), were used to choose potential vaccination centres looking for the highest suitability for residents. Global Moran's index (GMI) was used to measure the spatial autocorrelation of the accessibility index in different scenarios and the proposed model. Results: There were 26 public hospitals and 271 public healthcare centres in the study area. Although the exclusive use of public healthcare centres for vaccination can provide the highest accessibility in the eastern and north-eastern parts of the study area, our findings indicate that including both public hospitals and public healthcare centres provide high accessibility to vaccination in central urban part. Therefore, a combination of public hospitals and public healthcare centres is recommended for efficient vaccination coverage. The value of GMI for the proposed model (accessibility to selected vaccination centres) was calculated as 0.53 (Z = 162.42, P < 0.01). Both GMI and Z-score values decreased in the proposed model, suggesting an enhancement in accessibility to COVID-19 vaccination services. Conclusions: The periphery and poor areas of the city had the least access to COVID-19 vaccination centres. Measuring spatial access to COVID-19 vaccination centres can provide valuable insights for urban public health decision-makers. Our model, coupled with geographical information systems, provides more efficient vaccination coverage by identifying the most suitable healthcare centres, which is of special importance when only few centres are available.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Measuring COVID-19 vaccination coverage: an enhanced age-adjusted two-step floating catchment area model
    Alireza Mohammadi
    Abolfazl Mollalo
    Robert Bergquist
    Behzad Kiani
    Infectious Diseases of Poverty, 10
  • [2] Measuring the accessibility of emergency shelters based on an improved two-step floating catchment area model
    Xu, Yongyang
    Zhou, Chiyu
    Hu, Bin
    INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 18 (01)
  • [3] Inverted Two-Step Floating Catchment Area Method for Measuring Facility Crowdedness
    Wang, Fahui
    PROFESSIONAL GEOGRAPHER, 2018, 70 (02) : 251 - 260
  • [4] An enhanced two-step floating catchment area (E2SFCA) method for measuring spatial accessibility to primary care physicians
    Luo, Wei
    Qi, Yi
    HEALTH & PLACE, 2009, 15 (04) : 1100 - 1107
  • [5] An Enhanced Variable Two-Step Floating Catchment Area Method for Measuring Spatial Accessibility to Residential Care Facilities in Nanjing
    Ni, Jianhua
    Wang, Jinyin
    Rui, Yikang
    Qian, Tianlu
    Wang, Jiechen
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2015, 12 (11): : 14490 - 14504
  • [6] Measuring transit system accessibility using a modified two-step floating catchment technique
    Langford, M.
    Fry, R.
    Higgs, G.
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2012, 26 (02) : 193 - 214
  • [7] Spatial accessibility to hospitals in Southeast Iran: an enhanced two-step floating catchment area method
    Raeesi, Ahmad
    Tara, Mahmood
    Kiani, Behzad
    GEOJOURNAL, 2023, 88 (05) : 5427 - 5443
  • [8] Variable catchment sizes for the two-step floating catchment area (2SFCA) method
    Luo, Wei
    Whippo, Tara
    HEALTH & PLACE, 2012, 18 (04) : 789 - 795
  • [9] Different configurations of the two-step floating catchment area method for measuring the spatial accessibility to hospitals for people living with disability: a cross-sectional study
    Kiani, Behzad
    Mohammadi, Alireza
    Bergquist, Robert
    Bagheri, Nasser
    ARCHIVES OF PUBLIC HEALTH, 2021, 79 (01)
  • [10] Measuring spatial accessibility to primary care in rural areas: Improving the effectiveness of the two-step floating catchment area method
    McGrail, Matthew R.
    Humphreys, John S.
    APPLIED GEOGRAPHY, 2009, 29 (04) : 533 - 541