基于推特的智利经济政策不确定性指数

Q3 Economics, Econometrics and Finance
J. Becerra, Andrés Sagner
{"title":"基于推特的智利经济政策不确定性指数","authors":"J. Becerra, Andrés Sagner","doi":"10.4067/s0718-88702023000100041","DOIUrl":null,"url":null,"abstract":"In this paper, we develop a daily-frequency measure of economic uncertainty for Chile employing information that was obtained from Twitter accounts using web scraping techniques and following closely the methodology proposed by Baker et al. (2016). Our proposed measures, called DEPU and DEPUC, aim to capture the level of generaldisagreement —a proxy for economic uncertainty— in topics such as the economy, economic policies, uncertainty about particular events, and the current economic situation in Chile. Both indices, available from 2012 onwards, show significant hikes that coincide with several local and international episodes that provoked extraordin ary levels of economic uncertainty in Chile, especially after the events around the civil protests in mid-October 2019 and the COVID-19 pandemic in mid-March 2020. An empirical exercise reveals that the proposed measures are significant determinants of the nominal exchange rate dynamics, especially when the magnitude of this variable is high and a week after the shock occurs. When the exchange rate is low, on the contrary, the impact of uncertainty on this variable is quantitatively smaller for any forecasting horizon. These features, and others discussed in the paper, highlight the usefulness of the proposed metric as an additional indicator that policymakers can incorporate into their monitoring toolkit","PeriodicalId":38640,"journal":{"name":"Revista de Analisis Economico","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Twitter-based economic policy uncertainty index for Chile\",\"authors\":\"J. Becerra, Andrés Sagner\",\"doi\":\"10.4067/s0718-88702023000100041\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we develop a daily-frequency measure of economic uncertainty for Chile employing information that was obtained from Twitter accounts using web scraping techniques and following closely the methodology proposed by Baker et al. (2016). Our proposed measures, called DEPU and DEPUC, aim to capture the level of generaldisagreement —a proxy for economic uncertainty— in topics such as the economy, economic policies, uncertainty about particular events, and the current economic situation in Chile. Both indices, available from 2012 onwards, show significant hikes that coincide with several local and international episodes that provoked extraordin ary levels of economic uncertainty in Chile, especially after the events around the civil protests in mid-October 2019 and the COVID-19 pandemic in mid-March 2020. An empirical exercise reveals that the proposed measures are significant determinants of the nominal exchange rate dynamics, especially when the magnitude of this variable is high and a week after the shock occurs. When the exchange rate is low, on the contrary, the impact of uncertainty on this variable is quantitatively smaller for any forecasting horizon. These features, and others discussed in the paper, highlight the usefulness of the proposed metric as an additional indicator that policymakers can incorporate into their monitoring toolkit\",\"PeriodicalId\":38640,\"journal\":{\"name\":\"Revista de Analisis Economico\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista de Analisis Economico\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4067/s0718-88702023000100041\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Economics, Econometrics and Finance\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista de Analisis Economico","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4067/s0718-88702023000100041","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Economics, Econometrics and Finance","Score":null,"Total":0}
引用次数: 7

摘要

在本文中,我们利用使用网络抓取技术从Twitter账户获得的信息,并密切关注Baker等人(2016)提出的方法,为智利开发了一种每日频率的经济不确定性测量方法。我们提出的措施,称为DEPU和DEPUC,旨在捕捉普遍分歧的程度-经济不确定性的代表-在经济,经济政策,特定事件的不确定性和智利当前的经济形势等主题。从2012年起可获得的这两项指数均显示,物价大幅上涨的同时,智利发生了几起地方和国际事件,这些事件引发了智利非同寻常的经济不确定性,特别是在2019年10月中旬的民间抗议活动和2020年3月中旬的COVID-19大流行事件之后。一项实证研究表明,拟议的措施是名义汇率动态的重要决定因素,特别是当这一变量的幅度很大且冲击发生一周后。相反,当汇率较低时,在任何预测范围内,不确定性对这一变量的影响在数量上都较小。这些特征,以及本文讨论的其他特征,突出了拟议指标作为决策者可以纳入其监测工具包的额外指标的有用性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Twitter-based economic policy uncertainty index for Chile
In this paper, we develop a daily-frequency measure of economic uncertainty for Chile employing information that was obtained from Twitter accounts using web scraping techniques and following closely the methodology proposed by Baker et al. (2016). Our proposed measures, called DEPU and DEPUC, aim to capture the level of generaldisagreement —a proxy for economic uncertainty— in topics such as the economy, economic policies, uncertainty about particular events, and the current economic situation in Chile. Both indices, available from 2012 onwards, show significant hikes that coincide with several local and international episodes that provoked extraordin ary levels of economic uncertainty in Chile, especially after the events around the civil protests in mid-October 2019 and the COVID-19 pandemic in mid-March 2020. An empirical exercise reveals that the proposed measures are significant determinants of the nominal exchange rate dynamics, especially when the magnitude of this variable is high and a week after the shock occurs. When the exchange rate is low, on the contrary, the impact of uncertainty on this variable is quantitatively smaller for any forecasting horizon. These features, and others discussed in the paper, highlight the usefulness of the proposed metric as an additional indicator that policymakers can incorporate into their monitoring toolkit
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Revista de Analisis Economico
Revista de Analisis Economico Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
1.00
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信