Factors associated to the duration of COVID-19 lockdowns in Chile

被引:1
|
作者
Pavani, Jessica [1 ]
Cerda, Jaime [2 ]
Gutierrez, Luis [1 ,3 ]
Varas, Ines [1 ,3 ]
Gutierrez, Ivan [1 ,3 ]
Jofre, Leonardo [1 ]
Ortiz, Oscar [4 ]
Arriagada, Gabriel [5 ]
机构
[1] Pontificia Univ Catolica Chile, Fac Math, Av Vicuna Mackenna 4860, Macul 7810000, Chile
[2] Pontificia Univ Catolica Chile, Fac Med, Santiago, Chile
[3] Millennium Nucleus Ctr Discovery Struct Complex D, ANID Millennium Sci Initiat Program, Santiago, Chile
[4] Pontificia Univ Catolica Chile, Sch Engn, Santiago, Chile
[5] Univ OHiggins, Inst Agrifood Anim & Environm Sci, Unit Epidemiol, Ruta 90 Km3, San Fernando, Chile
关键词
D O I
10.1038/s41598-022-13743-8
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
During the first year of the COVID-19 pandemic, several countries have implemented non-pharmacologic measures, mainly lockdowns and social distancing, to reduce the spread of the SARS-CoV-2 virus. These strategies varied widely across nations, and their efficacy is currently being studied. This study explores demographic, socioeconomic, and epidemiological factors associated with the duration of lockdowns applied in Chile between March 25th and December 25th, 2020. Joint models for longitudinal and time-to-event data were used. In this case, the number of days under lockdown for each Chilean commune and longitudinal information were modeled jointly. Our results indicate that overcrowding, number of active cases, and positivity index are significantly associated with the duration of lockdowns, being identified as risk factors for longer lockdown duration. In short, joint models for longitudinal and time-to-event data permit the identification of factors associated with the duration of lockdowns in Chile. Indeed, our findings suggest that demographic, socioeconomic, and epidemiological factors should be used to define both entering and exiting lockdown.
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页数:7
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