It is important and informative to compare and contrast major economic crises in order to confront novel and unknown cases such as the COVID-19 pandemic. The 2006 Great Recession and then the 2019 pandemic have a lot to share in terms of unemployment rate, consumption expenditures, and interest rates set by Federal Reserve. In addition to quantitative historical data, it is also interesting to compare the contents of Federal Reserve statements for the period of these two crises and find out whether Federal Reserve cares about similar concerns or there are some other issues that demand separate and unique monetary policies. This paper conducts an analysis to explore the Federal Reserve concerns as expressed in their statements for the period of 2005 to 2020. The concern analysis is performed using natural language processing (NLP) algorithms and a trend analysis of concern is also presented. We observe that there are some similarities between the Federal Reserve statements issued during the Great Recession with those issued for the 2019 COVID-19 pandemic.
翻译:2006年大衰退和随后的2019年大流行在失业率、消费支出和美联储设定的利率方面有许多可分享的份额。除了量化的历史数据外,还有兴趣比较联邦储备基金在这两个危机期间的报表的内容,并查明联邦储备基金是否关心类似的关切,或者是否存在其他一些需要单独和独特的货币政策的问题。本文件进行分析,探讨联邦储备基金在2005年至2020年期间的报表中表示的关切。还利用自然语言处理算法和关注问题的趋势分析进行了关注问题分析。我们注意到,在大衰退期间发表的联邦储备基金报表与2019年COVID-19大流行期间发表的报表之间有一些相似之处。