Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore, Singapore.
Front Public Health. 2023 Feb 23;11:1101986. doi: 10.3389/fpubh.2023.1101986. eCollection 2023.
Border control mitigates local infections but bears a heavy economic cost, especially for tourism-reliant countries. While studies have supported the efficacy of border control in suppressing cross-border transmission, the trade-off between costs from imported and secondary cases and from lost economic activities has not been studied. This case study of Singapore during the COVID-19 pandemic aims to understand the impacts of varying quarantine length and testing strategies on the economy and health system. Additionally, we explored the impact of permitting unvaccinated travelers to address emerging equity concerns. We assumed that community transmission is stable and vaccination rates are high enough that inbound travelers are not dissuaded from traveling.
The number of travelers was predicted considering that longer quarantine reduces willingness to travel. A micro-simulation model predicted the number of COVID-19 cases among travelers, the resultant secondary cases, and the probability of being symptomatic in each group. The incremental net monetary benefit (INB) of Singapore was quantified under each border-opening policy compared to pre-opening status, based on tourism receipts, cost/profit from testing and quarantine, and cost and health loss due to COVID-19 cases.
Compared to polymerase chain reaction (PCR), rapid antigen test (ART) detects fewer imported cases but results in fewer secondary cases. Longer quarantine results in fewer cases but lower INB due to reduced tourism receipts. Assuming the proportion of unvaccinated travelers is small (8% locally and 24% globally), allowing unvaccinated travelers will accrue higher INB without exceeding the intensive care unit (ICU) capacity. The highest monthly INB from all travelers is $2,236.24 m, with 46.69 ICU cases per month, achieved with ARTs at pre-departure and on arrival without quarantine. The optimal policy in terms of highest INB is robust under changes to various model assumptions. Among all cost-benefit components, the top driver for INB is tourism receipts.
With high vaccination rates locally and globally alongside stable community transmission, opening borders to travelers regardless of vaccination status will increase economic growth in the destination country. The caseloads remain manageable without exceeding ICU capacity, and costs of cases are offset by the economic value generated from travelers.
边境管制可以减轻本地感染,但会带来沉重的经济成本,尤其是对依赖旅游业的国家而言。虽然有研究支持边境管制在抑制跨境传播方面的有效性,但尚未研究从输入病例和继发病例以及经济活动损失中产生的成本之间的权衡。本项针对新加坡在 COVID-19 大流行期间的案例研究旨在了解不同隔离时间和检测策略对经济和卫生系统的影响。此外,我们还探讨了允许未接种疫苗的旅行者入境以解决新出现的公平性问题的影响。我们假设社区传播稳定,并且疫苗接种率足够高,入境旅行者不会被劝阻出行。
根据隔离时间的长短来预测旅行者的数量,因为隔离时间延长会降低旅行者的出行意愿。一个微观模拟模型预测了旅行者中的 COVID-19 病例数量、由此产生的继发病例数量以及每个群体中出现症状的可能性。根据旅游收入、检测和隔离的成本/利润以及 COVID-19 病例导致的成本和健康损失,量化了新加坡在每种边境开放政策下相对于开放前的增量净货币收益(INB)。
与聚合酶链反应(PCR)相比,快速抗原检测(ART)检测到的输入病例较少,但继发病例较少。较长的隔离时间会导致更少的病例,但由于旅游收入减少,INB 也会降低。假设未接种疫苗的旅行者比例很小(本地 8%,全球 24%),允许未接种疫苗的旅行者入境而不超过重症监护病房(ICU)容量,将获得更高的 INB。所有旅行者的最高月度 INB 为 2.236.24 百万美元,每月 ICU 病例为 46.69 例,采用出发前和抵达时不隔离的 ART 检测。从最高 INB 的角度来看,最优政策在各种模型假设变化下都是稳健的。在所有成本效益组成部分中,INB 的主要驱动因素是旅游收入。
在本地和全球高疫苗接种率以及稳定的社区传播的情况下,对旅行者开放边境,无论其疫苗接种状态如何,都将增加目的地国家的经济增长。在不超过 ICU 容量的情况下,病例数量仍在可控范围内,而旅行者带来的经济价值足以弥补病例成本。