2022
DOI: 10.1038/s41597-022-01667-x
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Human and economic impacts of natural disasters: can we trust the global data?

Abstract: Reliable and complete data held in disaster databases are imperative to inform effective disaster preparedness and mitigation policies. Nonetheless, disaster databases are highly prone to missingness. In this article, we conduct a missing data diagnosis of the widely-cited, global disaster database, the Emergency Events Database (EM-DAT) to identify the extent and potential determinants of missing data within EM-DAT. In addition, through a review of prominent empirical literature, we contextualise how missing … Show more

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Cited by 63 publications
(45 citation statements)
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References 38 publications
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“…A previously conducted study of missing data in the EM-DAT demonstrates that economic data are more frequently missing than human-based data, such as total deaths. 44 The present study, with total deaths missing from 29% of disasters and total damages missing from 79% of disasters, is in agreement with the previously conducted study’s finding. 44…”
Section: Limitationssupporting
confidence: 93%
See 1 more Smart Citation
“…A previously conducted study of missing data in the EM-DAT demonstrates that economic data are more frequently missing than human-based data, such as total deaths. 44 The present study, with total deaths missing from 29% of disasters and total damages missing from 79% of disasters, is in agreement with the previously conducted study’s finding. 44…”
Section: Limitationssupporting
confidence: 93%
“…44 The present study, with total deaths missing from 29% of disasters and total damages missing from 79% of disasters, is in agreement with the previously conducted study’s finding. 44…”
Section: Limitationssupporting
confidence: 93%
“…The disaster database EM-DAT records only major disasters, meaning that smaller disasters and instances where a flood hazard did not result in a disaster (that is, 'success stories') will be missed. The number of fatalities is a relatively straightforward disaster outcome to measure compared with, for example, economic damages and the number of affected individuals, although the accuracy will nonetheless vary across records 57 .…”
Section: Methodological Limitationsmentioning
confidence: 99%
“…Data on disaster impacts are collected in various ways, in various databases and by various institutions (Jones et al, 2022). The collected data reflect the historical and current factors, contribute to the DRM landscape complexity, e.g.…”
Section: Data and The Drm Landscape In South Africamentioning
confidence: 99%