ORIGINAL ARTICLE

Int. J. Public Health

Multiple cause of death during the COVID-19 pandemic: a population study In Colombia and Brazil

  • 1. McGill University Department of Epidemiology Biostatistics and Occupational Health, Montreal, Canada

  • 2. Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

  • 3. Swiss School of Public Health+, Zürich, Switzerland

  • 4. Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia, United States

  • 5. McGill University Faculty of Dentistry, Montreal, Canada

The final, formatted version of the article will be published soon.

Abstract

Objectives: To assess differences in age-standardized disease-specific mortality rates derived from the underlying cause of death (UCOD) versus multiple cause of death (MCOD) data in two Latin American countries during the COVID-19 pandemic. Methods: Using all death certificates for residents of Brazil (n = 6,207,785) and Colombia (n = 1,180,880) from 2019 through 2022, we extracted UCOD and all contributing causes, assigned weights (50% to UCOD, remainder equally among contributing causes), and calculated annual age-and sex-standardized mortality rates for neoplasms, circulatory diseases, diabetes mellitus (DM), and non-COVID communicable diseases. We then computed rate differences and rate ratios contrasting MCOD with UCOD estimates. Results: MCOD-DM mortality exceeded UCOD by up to 70%. In Colombia, MCOD–CVD surpassed UCOD during 2020–2021, corresponding to approximately 1,950 extra male and 1,560 extra female CVD deaths in 2021. Discrepancies for neoplasms and other communicable diseases were smaller and stable. Conclusions: These findings demonstrate that MCOD methods reveal substantial underestimation of diabetes-and cardiovascular-related mortality, underscoring the value of MCOD surveillance for public health planning.

Summary

Keywords

chronic diseases, COVID-19, Death certificates, Epidemiology, Mortality

Received

08 December 2025

Accepted

20 April 2026

Copyright

© 2026 Duran, Carabali, Bilal, Nicolau and Kaufman. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Doris Duran, doris.duran@mail.mcgill.ca

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