COVID-19 impact on excess deaths of various causes in the United States

IF 2.7 Q1 GEOGRAPHY
Akhil Kumar, Yogya Kalra, W. Guan, Vansh Tibrewal, Rupali Batta, Andrew Chen
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引用次数: 1

Abstract

ABSTRACT Media regarding COVID-19 fatality counts is crucial, affecting policy and health measures nationwide. However, misinformation regarding other causes of death has led to dubious claims about the seriousness of the coronavirus. This research aims to identify the changes in a dozen causes of death during the pandemic using CDC data from 1999 to 2020. Using the Exponential Triple Smoothing (ETS) algorithm, this project estimated the mortality of eleven causes of death for 2020 under the assumption of no COVID-19 pandemic. Using Power BI and Tableau, this data was visualized together with 2020 actual death counts to determine which causes of death were significantly impacted by the coronavirus. The dashboard revealed an increase in several causes of death including Alzheimer’s Disease and Diabetes, a decrease in Chronic Lower Respiratory Disease deaths, and a slight increase in Influenza deaths. These findings, while at odds with much of the media surrounding COVID-19 mortality, are corroborated by adjacent scientific research.
COVID-19对美国各种原因导致的超额死亡的影响
媒体对COVID-19死亡人数的报道至关重要,影响着全国的政策和卫生措施。然而,关于其他死亡原因的错误信息导致了对冠状病毒严重性的可疑说法。这项研究旨在利用美国疾病控制与预防中心1999年至2020年的数据,确定大流行期间12种死亡原因的变化。本项目采用指数三重平滑(ETS)算法,在假设2019冠状病毒病没有大流行的情况下,估计了2020年11种死因的死亡率。使用Power BI和Tableau,将这些数据与2020年的实际死亡人数一起可视化,以确定哪些死亡原因受到冠状病毒的显著影响。仪表板显示,包括阿尔茨海默病和糖尿病在内的几种死亡原因有所增加,慢性下呼吸道疾病死亡人数减少,流感死亡人数略有增加。这些发现虽然与有关COVID-19死亡率的许多媒体不一致,但却得到了相关科学研究的证实。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annals of GIS
Annals of GIS Multiple-
CiteScore
8.30
自引率
2.00%
发文量
31
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