IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-39288-6.html
   My bibliography  Save this article

Using mortuary and burial data to place COVID-19 in Lusaka, Zambia within a global context

Author

Listed:
  • Richard J. Sheppard

    (Imperial College)

  • Oliver J. Watson

    (Imperial College
    London School of Hygiene and Tropical Medicine)

  • Rachel Pieciak

    (Boston University School of Public Health)

  • James Lungu

    (Avencion Limited)

  • Geoffrey Kwenda

    (University of Zambia)

  • Crispin Moyo

    (Avencion Limited)

  • Stephen Longa Chanda

    (Zambia National Public Health Institute)

  • Gregory Barnsley

    (Imperial College)

  • Nicholas F. Brazeau

    (Imperial College)

  • Ines C. G. Gerard-Ursin

    (Imperial College)

  • Daniela Olivera Mesa

    (Imperial College)

  • Charles Whittaker

    (Imperial College)

  • Simon Gregson

    (Imperial College
    Biomedical Research and Training Institute)

  • Lucy C. Okell

    (Imperial College)

  • Azra C. Ghani

    (Imperial College)

  • William B. MacLeod

    (Boston University School of Public Health)

  • Emanuele Fava

    (Bocconi University
    Max Planck Institute for Demographic Research)

  • Alessia Melegaro

    (Bocconi University
    Bocconi University)

  • Jonas Z. Hines

    (Centers for Disease Control and Prevention)

  • Lloyd B. Mulenga

    (Zambia Ministry of Health)

  • Patrick G. T. Walker

    (Imperial College)

  • Lawrence Mwananyanda

    (Boston University School of Public Health
    Avencion Limited)

  • Christopher J. Gill

    (Boston University School of Public Health)

Abstract

Reported COVID-19 cases and associated mortality remain low in many sub-Saharan countries relative to global averages, but true impact is difficult to estimate given limitations around surveillance and mortality registration. In Lusaka, Zambia, burial registration and SARS-CoV-2 prevalence data during 2020 allow estimation of excess mortality and transmission. Relative to pre-pandemic patterns, we estimate age-dependent mortality increases, totalling 3212 excess deaths (95% CrI: 2104–4591), representing an 18.5% (95% CrI: 13.0–25.2%) increase relative to pre-pandemic levels. Using a dynamical model-based inferential framework, we find that these mortality patterns and SARS-CoV-2 prevalence data are in agreement with established COVID-19 severity estimates. Our results support hypotheses that COVID-19 impact in Lusaka during 2020 was consistent with COVID-19 epidemics elsewhere, without requiring exceptional explanations for low reported figures. For more equitable decision-making during future pandemics, barriers to ascertaining attributable mortality in low-income settings must be addressed and factored into discourse around reported impact differences.

Suggested Citation

  • Richard J. Sheppard & Oliver J. Watson & Rachel Pieciak & James Lungu & Geoffrey Kwenda & Crispin Moyo & Stephen Longa Chanda & Gregory Barnsley & Nicholas F. Brazeau & Ines C. G. Gerard-Ursin & Danie, 2023. "Using mortuary and burial data to place COVID-19 in Lusaka, Zambia within a global context," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39288-6
    DOI: 10.1038/s41467-023-39288-6
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-39288-6
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-39288-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Oliver J. Watson & Mervat Alhaffar & Zaki Mehchy & Charles Whittaker & Zack Akil & Nicholas F. Brazeau & Gina Cuomo-Dannenburg & Arran Hamlet & Hayley A. Thompson & Marc Baguelin & Richard G. FitzJohn, 2021. "Leveraging community mortality indicators to infer COVID-19 mortality and transmission dynamics in Damascus, Syria," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    2. Mrinank Sharma & Sören Mindermann & Charlie Rogers-Smith & Gavin Leech & Benedict Snodin & Janvi Ahuja & Jonas B. Sandbrink & Joshua Teperowski Monrad & George Altman & Gurpreet Dhaliwal & Lukas Finnv, 2021. "Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    3. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    4. Richard Van Noorden, 2022. "COVID death tolls: scientists acknowledge errors in WHO estimates," Nature, Nature, vol. 606(7913), pages 242-244, June.
    5. Isabella Locatelli & Bastien Trächsel & Valentin Rousson, 2021. "Estimating the basic reproduction number for COVID-19 in Western Europe," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-9, March.
    6. David Morgan & Junya Ino & Gabriel Di Paolantonio & Fabrice Murtin, 2020. "Excess mortality: Measuring the direct and indirect impact of COVID-19," OECD Health Working Papers 122, OECD Publishing.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Caixia Wang & Huijie Li, 2022. "Public Compliance Matters in Evidence-Based Public Health Policy: Evidence from Evaluating Social Distancing in the First Wave of COVID-19," IJERPH, MDPI, vol. 19(7), pages 1-13, March.
    2. Jonas Dehning & Sebastian B. Mohr & Sebastian Contreras & Philipp Dönges & Emil N. Iftekhar & Oliver Schulz & Philip Bechtle & Viola Priesemann, 2023. "Impact of the Euro 2020 championship on the spread of COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    3. Julien Riou & Anthony Hauser & Anna Fesser & Christian L. Althaus & Matthias Egger & Garyfallos Konstantinoudis, 2023. "Direct and indirect effects of the COVID-19 pandemic on mortality in Switzerland," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    4. Virat Agrawal & Jonathan H. Cantor & Neeraj Sood & Christopher M. Whaley, 2021. "The Impact of the COVID-19 Pandemic and Policy Responses on Excess Mortality," NBER Working Papers 28930, National Bureau of Economic Research, Inc.
    5. Coilín ÓhAiseadha & Gerry A. Quinn & Ronan Connolly & Awwad Wilson & Michael Connolly & Willie Soon & Paul Hynds, 2023. "Unintended Consequences of COVID-19 Non-Pharmaceutical Interventions (NPIs) for Population Health and Health Inequalities," IJERPH, MDPI, vol. 20(7), pages 1-40, March.
    6. Marlon Fritz & Thomas Gries & Margarete Redlin, 2023. "The effectiveness of vaccination, testing, and lockdown strategies against COVID-19," International Journal of Health Economics and Management, Springer, vol. 23(4), pages 585-607, December.
    7. Yong Ge & Wen-Bin Zhang & Xilin Wu & Corrine W. Ruktanonchai & Haiyan Liu & Jianghao Wang & Yongze Song & Mengxiao Liu & Wei Yan & Juan Yang & Eimear Cleary & Sarchil H. Qader & Fatumah Atuhaire & Nic, 2022. "Untangling the changing impact of non-pharmaceutical interventions and vaccination on European COVID-19 trajectories," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    8. Sama Goliaei & Mohammad-Hadi Foroughmand-Araabi & Aideen Roddy & Ariane Weber & Sanni Översti & Denise Kühnert & Alice C. McHardy, 2024. "Importations of SARS-CoV-2 lineages decline after nonpharmaceutical interventions in phylogeographic analyses," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    9. Hannah Carver & Tracey Price & Danilo Falzon & Peter McCulloch & Tessa Parkes, 2022. "Stress and Wellbeing during the COVID-19 Pandemic: A Mixed-Methods Exploration of Frontline Homelessness Services Staff Experiences in Scotland," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
    10. Xiao Chen & Hanwei Huang & Jiandong Ju & Ruoyan Sun & Jialiang Zhang, 2022. "Endogenous cross-region human mobility and pandemics," CEP Discussion Papers dp1860, Centre for Economic Performance, LSE.
    11. Yekaterina Chzhen & Jennifer Symonds & Dympna Devine & Júlia Mikolai & Susan Harkness & Seaneen Sloan & Gabriela Martinez Sainz, 2022. "Learning in a Pandemic: Primary School children’s Emotional Engagement with Remote Schooling during the spring 2020 Covid-19 Lockdown in Ireland," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(4), pages 1517-1538, August.
    12. Mirko Licchetta & Giovanni Mattozzi & Rafal Raciborski & Rupert Willis, 2022. "Economic Adjustment in the Euro Area and the United States during the COVID-19 Crisis," European Economy - Discussion Papers 160, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    13. Lucia Freira & Marco Sartorio & Cynthia Boruchowicz & Florencia Lopez Boo & Joaquin Navajas, 2021. "The interplay between partisanship, forecasted COVID-19 deaths, and support for preventive policies," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-10, December.
    14. Galil, Koresh & Varon, Eva, 2024. "National culture and banks stock volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    15. Hammond, James & Siegal, Kim & Milner, Daniel & Elimu, Emmanuel & Vail, Taylor & Cathala, Paul & Gatera, Arsene & Karim, Azfar & Lee, Ja-Eun & Douxchamps, Sabine & Tu, Mai Thanh & Ouma, Emily & Lukuyu, 2022. "Perceived effects of COVID-19 restrictions on smallholder farmers: Evidence from seven lower- and middle-income countries," Agricultural Systems, Elsevier, vol. 198(C).
    16. Winfree, Paul, 2023. "The long-run effects of temporarily closing schools: Evidence from Virginia, 1870s-1910s," QUCEH Working Paper Series 23-02, Queen's University Belfast, Queen's University Centre for Economic History.
    17. Xu,Yuanwei & Delius,Antonia Johanna Sophie & Pape,Utz Johann, 2022. "Gender Differences in Household Coping Strategies for COVID-19 in Kenya," Policy Research Working Paper Series 9959, The World Bank.
    18. Christoph Lindner & Ibolya Kotta & Eszter Eniko Marschalko & Kinga Szabo & Kinga Kalcza-Janosi & Jan Retelsdorf, 2022. "Increased Risk Perception, Distress Intolerance and Health Anxiety in Stricter Lockdowns: Self-Control as a Key Protective Factor in Early Response to the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(9), pages 1-22, April.
    19. Elmarie Nel & Andrew MacLachlan & Ollie Ballinger & Hugh Cole & Megan Cole, 2023. "Data-Driven Decision Making in Response to the COVID-19 Pandemic: A City of Cape Town Case Study," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    20. Juan Grigera, 2022. "Adding Insult to Injury: The COVID‐19 Crisis Strikes Latin America," Development and Change, International Institute of Social Studies, vol. 53(6), pages 1335-1361, November.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39288-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.