TY - JOUR
T1 - Reducing COVID-19 cases and deaths by applying blockchain in vaccination rollout management
AU - Medina, Jorge
AU - Cessa-Rojas, Roberto
AU - Umpaichitra, Vatcharapan
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - Blockchain
KW - COVID-19
KW - SARS-CoV-2
KW - SEIR model
KW - Vaccination model
KW - Vaccination passport
UR - http://www.scopus.com/inward/record.url?scp=85121059705&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85121059705&partnerID=8YFLogxK
U2 - 10.1109/OJEMB.2021.3093774
DO - 10.1109/OJEMB.2021.3093774
M3 - Article
AN - SCOPUS:85121059705
SN - 2644-1276
VL - 2
SP - 249
EP - 255
JO - IEEE Open Journal of Engineering in Medicine and Biology
JF - IEEE Open Journal of Engineering in Medicine and Biology
M1 - 9468905
ER -