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Spatiotemporal Accessibility of COVID-19 Healthcare Facilities in Jakarta, Indonesia

Author

Listed:
  • Jumadi Jumadi

    (Faculty of Geography, Universitas Muhammadiyah Surakarta, Surakarta 57162, Indonesia)

  • Vidya N. Fikriyah

    (Faculty of Geography, Universitas Muhammadiyah Surakarta, Surakarta 57162, Indonesia)

  • Hamim Z. Hadibasyir

    (Faculty of Geography, Universitas Muhammadiyah Surakarta, Surakarta 57162, Indonesia)

  • Muhammad I. T. Sunariya

    (Faculty of Geography, Universitas Muhammadiyah Surakarta, Surakarta 57162, Indonesia)

  • Kuswaji D. Priyono

    (Faculty of Geography, Universitas Muhammadiyah Surakarta, Surakarta 57162, Indonesia)

  • Noor A. Setiyadi

    (Department of Public Health, Faculty of Health, Universitas Muhammadiyah Surakarta, Surakarta 57162, Indonesia)

  • Steve J. Carver

    (Centre for Spatial Analysis & Policy, School of Geography, University of Leeds, Leeds LS2 9JT, UK)

  • Paul D. Norman

    (Centre for Spatial Analysis & Policy, School of Geography, University of Leeds, Leeds LS2 9JT, UK)

  • Nick S. Malleson

    (Centre for Spatial Analysis & Policy, School of Geography, University of Leeds, Leeds LS2 9JT, UK)

  • Arif Rohman

    (Centre for Spatial Analysis & Policy, School of Geography, University of Leeds, Leeds LS2 9JT, UK
    Geomatic Engineering, Institut Teknologi Sumatera, Kabupaten Lampung Selatan 35365, Indonesia)

  • Aynaz Lotfata

    (Department of Geography, Chicago State University, Chicago, IL 60628, USA)

Abstract

During the first year of the COVID-19 pandemic in Jakarta, Indonesia, the government designated some hospitals as specific COVID-19 healthcare centers to meet demand and ensure accessibility. However, the policy demand evaluation was based on a purely spatial approach. Studies on accessibility to healthcare are widely available, but those that consider temporal as well as spatial dynamics are lacking. This study aims to analyze the spatiotemporal dynamics of healthcare accessibility against COVID-19 cases within the first year of the COVID-19 pandemic, and the overall pattern of spatiotemporal accessibility. A two-step floating catchment area (2SFCA) was used to analyze the accessibility of COVID-19 healthcare against the monthly data of the COVID-19 infected population, as the demand. Such a spatiotemporal approach to 2SFCA has never been used in previous studies. Furthermore, rather than the traditional buffer commonly used to define catchments, the 2SFCA in this study was improved with automated delineation based on the road network using ArcGIS Service Areas Analysis tools. The accessibility tends to follow the distance decay principle, which is relatively high in the city’s center and low in the outskirts. This contrasts with the city’s population distribution, which is higher on the outskirts and lower in the center. This research is a step toward optimizing the spatial distribution of hospital locations to correspond with the severity of the pandemic condition. One method to stop the transmission of disease during a pandemic that requires localizing the infected patient is to designate specific healthcare facilities to manage the sick individuals. ‘What-if’ scenarios may be used to experiment with the locations of these healthcare facilities, which are then assessed using the methodology described in this work to obtain the distribution that is most optimal.

Suggested Citation

  • Jumadi Jumadi & Vidya N. Fikriyah & Hamim Z. Hadibasyir & Muhammad I. T. Sunariya & Kuswaji D. Priyono & Noor A. Setiyadi & Steve J. Carver & Paul D. Norman & Nick S. Malleson & Arif Rohman & Aynaz Lo, 2022. "Spatiotemporal Accessibility of COVID-19 Healthcare Facilities in Jakarta, Indonesia," Sustainability, MDPI, vol. 14(21), pages 1-14, November.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:14478-:d:963189
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    References listed on IDEAS

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    1. Jiansheng Wu & Jiayi Fu & Hongliang Wang & Yuhao Zhao & Tengyun Yi, 2022. "Identifying Spatial Matching between the Supply and Demand of Medical Resource and Accessing Carrying Capacity: A Case Study of Shenzhen, China," IJERPH, MDPI, vol. 19(4), pages 1-22, February.
    2. Kim, Kyusik & Ghorbanzadeh, Mahyar & Horner, Mark W. & Ozguven, Eren Erman, 2021. "Identifying areas of potential critical healthcare shortages: A case study of spatial accessibility to ICU beds during the COVID-19 pandemic in Florida," Transport Policy, Elsevier, vol. 110(C), pages 478-486.
    3. Shujin Zhang & Peiheng Yu & Yiyun Chen & Ying Jing & Fanxin Zeng, 2022. "Accessibility of Park Green Space in Wuhan, China: Implications for Spatial Equity in the Post-COVID-19 Era," IJERPH, MDPI, vol. 19(9), pages 1-20, April.
    4. Choirul Amin & Priyono Priyono & Umrotun Umrotun & Maulida Fatkhiyah & Suliadi Firdaus Sufahani, 2021. "Exploring the Prevalence of Protective Measure Adoption in Mosques during the COVID-19 Pandemic in Indonesia," Sustainability, MDPI, vol. 13(24), pages 1-13, December.
    5. Ibrahim Sirkeci & Mustafa Murat Yucesahin, 2020. "Coronavirus and Migration: Analysis of Human Mobility and the Spread of Covid-19," Migration Letters, Migration Letters, vol. 17(2), pages 1-20, April.
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