Excess deaths and Hurricane María

03/06/2020
by   Michael Spagat, et al.
0

We clarify the distinction between direct and indirect effects of disasters such as Hurricane María and use data from the Puerto Rico Vital Statistics System to estimate monthly excess deaths in the immediate aftermath of the hurricane which struck the island in September of 2017. We use a Bayesian linear regression model fitted to monthly data for 2010–16 to predict monthly death tallies for all months in 2017, finding large deviations of actual numbers above predicted ones in September and October of 2017 but much weaker evidence of excess mortality in November and December of 2017. These deviations translate into 910 excess deaths with a 95 percent uncertainty interval of 440 to 1,390. We also find little evidence of big pre-hurricane mortality spikes in 2017, suggesting that such large spikes do not just happen randomly and, therefore, the post-hurricane mortality spike can reasonably be attributed to the hurricane.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
10/09/2020

Bayesian Poisson Log-normal Model with Regularized Time Structure for Mortality Projection of Multi-population

The improvement of mortality projection is a pivotal topic in the divers...
research
05/18/2022

Estimating Global and Country-Specific Excess Mortality During the COVID-19 Pandemic

Estimating the true mortality burden of COVID-19 for every country in th...
research
03/06/2023

Mortality Rates of US Counties: Are they Reliable and Predictable?

We examine US County-level observational data on Lung Cancer mortality r...
research
11/06/2020

Did Hurricane Katrina Reduce Mortality?

In a recent article in the American Economic Review, Tatyana Deryugina a...
research
11/18/2020

The Influences of Pre-birth Factors in Early Assessment of Child Mortality using Machine Learning Techniques

Analysis of child mortality is crucial as it pertains to the policy and ...
research
03/10/2021

Bayesian Poisson Mortality Projections with Incomplete Data

The missing data problem pervasively exists in statistical applications....

Please sign up or login with your details

Forgot password? Click here to reset