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An index of access to essential infrastructure to identify where physical distancing is impossible

Author

Listed:
  • Isabel Günther

    (Development Economics Group, ETH Zürich
    NADEL - Center for Development and Cooperation, ETH Zürich)

  • Kenneth Harttgen

    (Development Economics Group, ETH Zürich
    NADEL - Center for Development and Cooperation, ETH Zürich)

  • Johannes Seiler

    (NADEL - Center for Development and Cooperation, ETH Zürich
    University of Innsbruck)

  • Jürg Utzinger

    (Swiss Tropical and Public Health Institute
    University of Basel)

Abstract

To identify areas at highest risk of infectious disease transmission in Africa, we develop a physical distancing index (PDI) based on the share of households without access to private toilets, water, space, transportation, and communication technology and weight it with population density. Our results highlight that in addition to improving health systems, countries across Africa, especially in the western part of Africa, need to address the lack of essential domestic infrastructure. Missing infrastructure prevents societies from limiting the spread of communicable diseases by undermining the effectiveness of governmental regulations on physical distancing. We also provide high-resolution risk maps that show which regions are most limited in protecting themselves. We find considerable spatial heterogeneity of the PDI within countries and show that it is highly correlated with detected COVID-19 cases. Governments could pay specific attention to these areas to target limited resources more precisely to prevent disease transmission.

Suggested Citation

  • Isabel Günther & Kenneth Harttgen & Johannes Seiler & Jürg Utzinger, 2022. "An index of access to essential infrastructure to identify where physical distancing is impossible," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-30812-8
    DOI: 10.1038/s41467-022-30812-8
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    References listed on IDEAS

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    1. Seiler, Johannes & Harttgen, Kenneth & Kneib, Thomas & Lang, Stefan, 2021. "Modelling children's anthropometric status using Bayesian distributional regression merging socio-economic and remote sensed data from South Asia and sub-Saharan Africa," Economics & Human Biology, Elsevier, vol. 40(C).
    2. Kenneth Harttgen & Stefan Lang & Judith Santer & Johannes Seiler, 2020. "Modelling Under-Five Mortality through Multilevel Structured Additive Regression with Varying Coefficients for Asia and Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 56(2), pages 401-430, February.
    3. Andy Sumner & Christopher Hoy & Eduardo Ortiz-Juarez, 2020. "Estimates of the impact of COVID-19 on global poverty," WIDER Working Paper Series wp-2020-43, World Institute for Development Economic Research (UNU-WIDER).
    4. World Bank, 2020. "Global Economic Prospects, January 2020," World Bank Publications - Books, The World Bank Group, number 33044, December.
    5. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
    6. World Bank, 2020. "World Development Report 2020," World Bank Publications - Books, The World Bank Group, number 32437, December.
    7. Claudius Gros & Roser Valenti & Lukas Schneider & Kilian Valenti & Daniel Gros, 2020. "Containment efficiency and control strategies for the Corona pandemic costs," Papers 2004.00493, arXiv.org, revised Jan 2021.
    8. Caitlin S. Brown & Martin Ravallion & Dominique van de Walle, 2020. "Can the World’s Poor Protect Themselves from the New Coronavirus?," NBER Working Papers 27200, National Bureau of Economic Research, Inc.
    9. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    10. Harttgen, Kenneth & Lang, Stefan & Seiler, Johannes, 2019. "Selective mortality and the anthropometric status of children in low- and middle-income countries," Economics & Human Biology, Elsevier, vol. 34(C), pages 257-273.
    11. Edouard Mathieu & Hannah Ritchie & Esteban Ortiz-Ospina & Max Roser & Joe Hasell & Cameron Appel & Charlie Giattino & Lucas Rodés-Guirao, 2021. "A global database of COVID-19 vaccinations," Nature Human Behaviour, Nature, vol. 5(7), pages 947-953, July.
    12. Jan Verbesselt & Nikolaus Umlauf & Marina Hirota & Milena Holmgren & Egbert H. Van Nes & Martin Herold & Achim Zeileis & Marten Scheffer, 2016. "Remotely sensed resilience of tropical forests," Nature Climate Change, Nature, vol. 6(11), pages 1028-1031, November.
    13. World Bank, 2020. "Global Economic Prospects, June 2020," World Bank Publications - Books, The World Bank Group, number 33748, December.
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