THE IMPACT OF COVID-19 ON TAIWAN’S INTERNATIONAL TRADE: AN APPLICATION OF DIFFERENCE IN DIFFERENCE ANALYSIS

Timothy Tingson Wang, Mei-Lin Chung
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Abstract

The onset of the COVID-19 pandemic has unexpectedly changed the usual shape of the world routine. Precisely, its spread has had an enormous impact on the businesses and economies of countries across the globe. To curb the further spread of the virus, countries across the globe imposed an array of nonpharmaceutical measures such as lockdowns, travel restrictions, social distancing, mandatory maskwearing, hand sanitizing, curfews, hygiene, public health emergency concern, school closures, and many more. While anecdotal evidence indicates that these government stringency measures worsened the impact of COVID-19 on international trade, this study attempted to systematically explore this phenomenon by employing the Difference in Differences (DID) technique to assess the impact of COVID-19 on Taiwan's net export using secondary data. To estimate the unobserved counterfactual level of Taiwan’s net exports had the country imposed stringent COVID-19 measures, we employed five other Asian trading partners (all of which imposed lockdowns in 2020) to constitute the pool of treatment units. The study used data collected from the Our World in Data website for the period from dating January 2018 to June 2021. Stata 15 was used to analyze the data. By and large, the DID model results established that Taiwan’s net exports significantly increased during the time that it did not implement stringent COVID-19 measures relative to the unobserved counterfactual scenario for those countries which adopted such stringent measures. More crucially, our baseline results remain robust to other sensitivity test, vindicating our identification strategy.
新冠肺炎疫情对台湾国际贸易的影响:差异分析中的差异应用
2019冠状病毒病(COVID-19)大流行的爆发出人意料地改变了世界惯例的通常形态。确切地说,它的传播对世界各国的商业和经济产生了巨大影响。为了遏制病毒的进一步传播,全球各国采取了一系列非药物措施,如封锁、旅行限制、保持社交距离、强制佩戴口罩、洗手、宵禁、卫生、公共卫生紧急事件、学校关闭等等。虽然有传闻证据显示,这些政府的严格措施加剧了新冠肺炎对国际贸易的影响,但本研究试图采用差异之差(DID)技术,利用二手数据评估新冠肺炎对台湾净出口的影响,系统性地探讨这一现象。为了估计在台湾实施严格的COVID-19措施后,台湾净出口的未观察到的反事实水平,我们采用了其他五个亚洲贸易伙伴(它们都在2020年实施了封锁)来组成治疗单位池。该研究使用了2018年1月至2021年6月期间从我们的数据世界网站收集的数据。使用Stata 15进行数据分析。总体而言,DID模型结果表明,相对于那些采取了严格措施的国家未观察到的反事实情景,台湾在未实施严格的COVID-19措施期间的净出口显著增加。更重要的是,我们的基线结果对其他敏感性测试保持稳健,证明了我们的识别策略是正确的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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