On the effectiveness of communication strategies as non-pharmaceutical interventions to tackle epidemics

被引:1
|
作者
Bernardin, Alejandro [1 ,2 ]
Martinez, Alejandro J. [1 ,3 ]
Perez-Acle, Tomas [1 ,2 ,3 ]
机构
[1] Fdn Ciencia & Vida, Computat Biol Lab DLab, Santiago, Chile
[2] Univ Valparaiso, Fac Ciencias, Ctr Interdisciplinario Neurociencia Valparaiso, Valparaiso, Chile
[3] Univ San Sebastian, Fac Ingn & Tecnol, Santiago, Chile
来源
PLOS ONE | 2021年 / 16卷 / 10期
关键词
EBOLA-VIRUS DISEASE; MEDIA; AWARENESS; SPREAD; TRANSMISSION; OUTBREAKS; LESSONS; IMPACT; MODEL; STOCHASTICITY;
D O I
10.1371/journal.pone.0257995
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
When pharmaceutical interventions are unavailable to deal with an epidemic outbreak, adequate management of communication strategies can be key to reduce the contagion risks. On the one hand, accessibility to trustworthy and timely information, whilst on the other, the adoption of preventive behaviors may be both crucial. However, despite the abundance of communication strategies, their effectiveness has been scarcely evaluated or merely circumscribed to the scrutiny of public affairs. To study the influence of communication strategies on the spreading dynamics of an infectious disease, we implemented a susceptible-exposed-infected-removed-dead (SEIRD) epidemiological model, using an agent-based approach. Agents in our systems can obtain information modulating their behavior from two sources: (i) through the local interaction with other neighboring agents and, (ii) from a central entity delivering information with a certain periodicity. In doing so, we highlight how global information delivered from a central entity can reduce the impact of an infectious disease and how informing even a small fraction of the population has a remarkable impact, when compared to not informing the population at all. Moreover, having a scheme of delivering daily messages makes a stark difference on the reduction of cases, compared to the other evaluated strategies, denoting that daily delivery of information produces the largest decrease in the number of cases. Furthermore, when the information spreading relies only on local interactions between agents, and no central entity takes actions along the dynamics, then the epidemic spreading is virtually independent of the initial amount of informed agents. On top of that, we found that local communication plays an important role in an intermediate regime where information coming from a central entity is scarce. As a whole, our results highlight the importance of proper communication strategies, both accurate and daily, to tackle epidemic outbreaks.
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页数:24
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