分析在智利COVID-19危机期间拯救生命

IF 1.1 4区 管理学 Q4 MANAGEMENT
L. Basso, M. Goic, Marcelo Olivares, Denis Sauré, Charles Thraves, Aldo G. Carranza, G. Weintraub, Julio Covarrubia, Cristian Escobedo, Natalia Jara, Antonio Moreno, Demian Arancibia, M. Fuenzalida, J. P. Uribe, Felipe Zúñiga, M. Zúñiga, M. O’Ryan, E. Santelices, J. P. Torres, M. Badal, Mirko Bozanic, Sebastián Cancino-Espinoza, Eduardo Lara, Ignasi Neira
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引用次数: 2

摘要

在2019冠状病毒病危机期间,智利卫生部和科学、技术、知识和创新部与Ingeniería综合系统研究所(ISCI)和电信公司ENTEL合作,开发了创新的方法和工具,将运筹学(OR)和分析置于抗击疫情的最前沿。这些创新已被用于关键决策方面,帮助制定了针对该病毒的全面战略,包括以下工具:(1)提供关于不同城市和时间封锁实际效果的数据;(2)帮助分配有限的重症监护病房(ICU)容量;(3)显著提高检测能力,为主动筛查无症状病例提供实地策略;(4)实施了一项全国性的血清学监测计划,该计划对智利有关疫苗加强剂量的决定产生了重大影响,并提供了具有全球相关性的信息。项目执行过程中的重大挑战包括协调该领域的大型工程师、数据科学家和医疗保健专业人员团队;向公众有效传播信息;以及敏感数据的处理和使用。这些举措引起了大量的新闻报道,并通过提供科学证据支持智利应对这一流行病战略背后的决策,有助于向决策者和一般民众提供透明度和客观性。根据高度保守的估计,所有这些举措挽救的生命总数接近3000人,相当于智利到2022年1月为止与大流行相关的总死亡人数的5%以上。节省检测、ICU床位、工作日等相关资源3亿多美元。资助:本工作由ANID PIA/APOYO [Grant AFB180003和AFB220003]支持,用于聘请研究助理开发解决方案、信息系统、数据管理和现场工作人员培训。实地工作由智利政府卫生部资助。M. Goic感谢Fondecyt[项目1221711]和市场缺陷与公共政策研究所[拨款IS130002 ANID]的财政支持。D. saur感谢Fondecyt [Project 1211407]的财政支持。最后,G. Weintraub和A. Carranza感谢斯坦福大学RISE COVID-19危机应对教师种子资助计划提供的有益财政支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analytics Saves Lives During the COVID-19 Crisis in Chile
During the COVID-19 crisis, the Chilean Ministry of Health and the Ministry of Sciences, Technology, Knowledge and Innovation partnered with the Instituto Sistemas Complejos de Ingeniería (ISCI) and the telecommunications company ENTEL, to develop innovative methodologies and tools that placed operations research (OR) and analytics at the forefront of the battle against the pandemic. These innovations have been used in key decision aspects that helped shape a comprehensive strategy against the virus, including tools that (1) provided data on the actual effects of lockdowns in different municipalities and over time; (2) helped allocate limited intensive care unit (ICU) capacity; (3) significantly increased the testing capacity and provided on-the-ground strategies for active screening of asymptomatic cases; and (4) implemented a nationwide serology surveillance program that significantly influenced Chile’s decisions regarding vaccine booster doses and that also provided information of global relevance. Significant challenges during the execution of the project included the coordination of large teams of engineers, data scientists, and healthcare professionals in the field; the effective communication of information to the population; and the handling and use of sensitive data. The initiatives generated significant press coverage and, by providing scientific evidence supporting the decision making behind the Chilean strategy to address the pandemic, they helped provide transparency and objectivity to decision makers and the general population. According to highly conservative estimates, the number of lives saved by all the initiatives combined is close to 3,000, equivalent to more than 5% of the total death toll in Chile associated with the pandemic until January 2022. The saved resources associated with testing, ICU beds, and working days amount to more than 300 million USD. Funding: This work was supported by the ANID PIA/APOYO [Grant AFB180003 and AFB220003], used to hire research assistants for developing solutions, information systems, data management, and training of field staff. Fieldwork was funded by the Ministry of Health of the Government of Chile. M. Goic acknowledges the financial support of Fondecyt [Project 1221711] and the Institute for Research in Market Imperfections and Public Policy [Grant IS130002 ANID]. D. Sauré acknowledges the financial support of Fondecyt [Project 1211407]. Finally, G. Weintraub and A. Carranza thank the Stanford RISE COVID-19 Crisis Response Faculty Seed Grant Program for helpful financial support.
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