RESEARCH ARTICLE Emulation of epidemics via Bluetooth-based virtual safe virus spread: Experimental setup, software, and data

被引:1
作者
Asanjarani, Azam [1 ]
Shausan, Aminath [2 ]
Chew, Keng [3 ]
Graham, Thomas [2 ]
Henderson, Shane G. [4 ]
Jansen, Hermanus M. [5 ]
Short, Kirsty R. [3 ]
Taylor, Peter G. [6 ]
Vuorinen, Aapeli [7 ]
Yadav, Yuvraj [8 ]
Ziedins, Ilze [1 ]
Nazarathy, Yoni [2 ]
机构
[1] Univ Auckland, Dept Stat, Auckland, New Zealand
[2] Univ Queensland, Sch Math & Phys, Brisbane, Qld, Australia
[3] Univ Queensland, Sch Chem & Mol Biosci, Brisbane, Qld, Australia
[4] Cornell Univ, Sch Operat Res & Informat Engn, Ithaca, NY USA
[5] Univ Coll Roosevelt, Dept Engn, Middelburg, Netherlands
[6] Univ Melbourne, Sch Math & Stat, Melbourne, Vic, Australia
[7] Columbia Univ, Dept Ind Engn & Operat Res, New York, NY USA
[8] Indian Inst Technol Delhi, Mech Engn Dept, New Delhi, Delhi, India
来源
PLOS DIGITAL HEALTH | 2022年 / 1卷 / 12期
基金
澳大利亚研究理事会; 美国国家科学基金会; 澳大利亚国家健康与医学研究理事会;
关键词
D O I
10.1371/journal.pdig.0000142
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
We describe an experimental setup and a currently running experiment for evaluating how physical interactions over time and between individuals affect the spread of epidemics. Our experiment involves the voluntary use of the Safe Blues Android app by participants at The University of Auckland (UoA) City Campus in New Zealand. The app spreads multiple virtual safe virus strands via Bluetooth depending on the physical proximity of the subjects. The evolution of the virtual epidemics is recorded as they spread through the population. The data is presented as a real-time (and historical) dashboard. A simulation model is applied to calibrate strand parameters. Participants' locations are not recorded, but participants are rewarded based on the duration of participation within a geofenced area, and aggregate participation numbers serve as part of the data. The 2021 experimental data is available as an open-source anonymized dataset, and once the experiment is complete, the remaining data will be made available. This paper outlines the experimental setup, software, subject-recruitment practices, ethical considerations, and dataset description. The paper also highlights current experimental results in view of the lockdown that started in New Zealand at 23:59 on August 17, 2021. The experiment was initially planned in the New Zealand environment, expected to be free of COVID and lockdowns after 2020. However, a COVID Delta strain lockdown shuffled the cards and the experiment is currently extended into 2022.
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页数:23
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