Reducing COVID-19 Cases and Deaths by Applying Blockchain in Vaccination Rollout Management

被引:4
|
作者
Medina, Jorge [1 ]
Cessa-Rojas, Roberto [1 ]
Umpaichitra, Vatcharapan [2 ]
机构
[1] New Jersey Inst Technol, Newark, NJ 07102 USA
[2] SUNY Downstate Hlth Sci Univ, Brooklyn, NY 11203 USA
来源
IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY | 2021年 / 2卷
关键词
Vaccines; COVID-19; Blockchain; Diseases; Social factors; Human factors; Statistics; SARS-CoV-2; SEIR model; vaccination model; vaccination passport;
D O I
10.1109/OJEMB.2021.3093774
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Goal: Because a fast vaccination rollout against coronavirus disease 2019 (COVID-19) is critical to restore daily life and avoid virus mutations, it is tempting to have a relaxed vaccination-administration management system. However, a rigorous management system can support the enforcement of preventive measures, and in turn, reduce incidence and deaths. Here, we model a trustable and reliable management system based on blockchain for vaccine distribution by extending the Susceptible-Exposed-Infected-Recovery (SEIR) model. The model includes prevention measures such as mask-wearing, social distancing, vaccination rate, and vaccination efficiency. It also considers negative social behavior, such as violations of social distance and attempts of using illegitimate vaccination proofs. By evaluating the model, we show that the proposed system can reduce up to 2.5 million cases and half a million deaths in the most demanding scenarios.
引用
收藏
页码:249 / 255
页数:7
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