Institute of Health Economics, University of Dhaka, Dhaka, Bangladesh.
CDC Foundation Postdoctoral Fellow, Georgia State University, Atlanta, Georgia.
PLoS One. 2024 Feb 23;19(2):e0293863. doi: 10.1371/journal.pone.0293863. eCollection 2024.
The COVID-19 pandemic has been a major health concern in Bangladesh until very recently. Although the Bangladesh government has employed various infection control strategies, more targeted Non-Pharmaceutical interventions (NPIs), including school closure, mask-wearing, hand washing, and social distancing have gained special attention. Despite significant long-term adverse effects of school closures, authorities have opted to keep schools closed to curb the spread of COVID-19 infection. However, there is limited knowledge about the impact of reopening schools alongside other NPI measures on the course of the epidemic. In this study, we implemented a mathematical modeling framework developed by the CoMo Consortium to explore the impact of NPIs on the dynamics of the COVID-19 outbreak and deaths for Bangladesh. For robustness, the results of prediction models are then validated through model calibration with incidence and mortality data and using external sources. Hypothetical projections are made under alternative NPIs where we compare the impact of current NPIs with school closures versus enhanced NPIs with school openings. Results suggest that enhanced NPIs with schools opened may have lower COVID-19 related prevalence and deaths. This finding indicates that enhanced NPIs and school openings may mitigate the long-term negative impacts of COVID-19 in low- and middle-income countries. Potential shortcomings and ways to improve the research are also discussed.
直到最近,COVID-19 大流行一直是孟加拉国的一个主要健康关注点。尽管孟加拉国政府采取了各种感染控制策略,但更有针对性的非药物干预措施(NPIs),包括学校关闭、戴口罩、洗手和保持社交距离,引起了特别关注。尽管学校关闭会产生重大的长期不利影响,但当局仍选择关闭学校以遏制 COVID-19 感染的传播。然而,对于在采取其他 NPI 措施的同时重新开放学校对疫情发展的影响,了解有限。在这项研究中,我们实施了由 CoMo 联盟开发的数学建模框架,以探讨 NPIs 对孟加拉国 COVID-19 爆发和死亡的影响。为了稳健性,我们还通过使用发病率和死亡率数据以及外部来源进行模型校准来验证预测模型的结果。在替代 NPI 下进行了假设预测,我们比较了当前 NPI (包括学校关闭)与强化 NPI (包括学校开放)的影响。结果表明,开放学校的强化 NPI 可能会降低与 COVID-19 相关的患病率和死亡率。这一发现表明,强化 NPI 和学校开放可能会减轻 COVID-19 在中低收入国家的长期负面影响。还讨论了潜在的缺点和改进研究的方法。