Fiscal policy in the Bundestag: Textual analysis and macroeconomic effects

IF 2.8 2区 经济学 Q1 ECONOMICS
Albina Latifi, Viktoriia Naboka-Krell, Peter Tillmann, Peter Winker
{"title":"Fiscal policy in the Bundestag: Textual analysis and macroeconomic effects","authors":"Albina Latifi,&nbsp;Viktoriia Naboka-Krell,&nbsp;Peter Tillmann,&nbsp;Peter Winker","doi":"10.1016/j.euroecorev.2024.104827","DOIUrl":null,"url":null,"abstract":"<div><p>Fiscal policy is made in parliaments. We go to the roots of changes of fiscal policy in Germany and use a novel data set on all parliamentary speeches in the Bundestag from 1960 to 2021. We propose an embedding-based approach, which allows the representation of words and documents in a shared vector space, in order to measure fiscal policy-related sentiment in parliamentary debates at a scale from contractionary to expansionary. We also distinguish between sentiment related to exogenous and endogenous fiscal policy. We put fiscal sentiment into a series of recursively-identified vector autoregressive models to show that a change in fiscal sentiment causes a shift in government spending and has significant effects on the macroeconomy. The results support the notion that the debate in parliament contains information for the identification of government spending shocks.</p></div>","PeriodicalId":48389,"journal":{"name":"European Economic Review","volume":null,"pages":null},"PeriodicalIF":2.8000,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0014292124001569/pdfft?md5=5a0fa4bb69512b6aebf0992f4b4f33c5&pid=1-s2.0-S0014292124001569-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Economic Review","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0014292124001569","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

Fiscal policy is made in parliaments. We go to the roots of changes of fiscal policy in Germany and use a novel data set on all parliamentary speeches in the Bundestag from 1960 to 2021. We propose an embedding-based approach, which allows the representation of words and documents in a shared vector space, in order to measure fiscal policy-related sentiment in parliamentary debates at a scale from contractionary to expansionary. We also distinguish between sentiment related to exogenous and endogenous fiscal policy. We put fiscal sentiment into a series of recursively-identified vector autoregressive models to show that a change in fiscal sentiment causes a shift in government spending and has significant effects on the macroeconomy. The results support the notion that the debate in parliament contains information for the identification of government spending shocks.

联邦议院的财政政策:文本分析和宏观经济效应
财政政策由议会制定。我们探究了德国财政政策变化的根源,并使用了一个新颖的数据集,该数据集涵盖了 1960 年至 2021 年联邦议院的所有议会发言。我们提出了一种基于嵌入的方法,该方法允许在一个共享的向量空间中表示单词和文件,以测量议会辩论中与财政政策相关的情绪,其规模从紧缩性到扩张性不等。我们还区分了与外生和内生财政政策相关的情绪。我们将财政情绪纳入一系列递归识别的向量自回归模型,以证明财政情绪的变化会导致政府支出的变化,并对宏观经济产生重大影响。研究结果支持这样一种观点,即议会辩论包含了识别政府支出冲击的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
4.70
自引率
3.60%
发文量
170
期刊介绍: The European Economic Review (EER) started publishing in 1969 as the first research journal specifically aiming to contribute to the development and application of economics as a science in Europe. As a broad-based professional and international journal, the EER welcomes submissions of applied and theoretical research papers in all fields of economics. The aim of the EER is to contribute to the development of the science of economics and its applications, as well as to improve communication between academic researchers, teachers and policy makers across the European continent and beyond.
×
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