Article

Shared respiratory infectious disease hotspots identify priority countries for pandemic preparedness: a Bayesian spatiotemporal analysis with COVID-19 external validation

2026-07-13

Abstract excerpt

To identify countries with potential weaknesses in respiratory public health protection, we characterised shared hotspot patterns across three major respiratory infectious diseases and assessed whether the resulting shared hotspot scores were associated with worse COVID-19 outcomes. A Bayesian multivariate shared-component spatiotemporal model was fitted to data from 204 countries over 1990–2023 using Global Burde...

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Literature Corpus work: f09ab730-6c18-5ca9-aaee-06eef8ea333f
DOI: 10.64898/2026.07.09.26357662

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Shared respiratory infectious disease hotspots identify priority countries for pandemic preparedness: a Bayesian spatiotemporal analysis with COVID-19 external validationDOI 10.64898/2026.07.09.26357662Read

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