Do words transform into actions? The consistency of central banks? communications and decisions

Equilibrium Pub Date : 2022-03-27 DOI:10.24136/eq.2022.002
Magdalena Szyszko, A. Rutkowska
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引用次数: 1

Abstract

Research background: This study investigates central banks? (CB) intentions as reflected in their minutes and their relationship with policy decisions. Although CB communication is an inherent part of their inflation targeting (IT) strategy, their communication does not necessarily result in actions.  Purpose of the article: This study aims to extract policy intentions from central bank minutes and juxtapose these with actual policy decisions to investigate the consistency of their words and deeds in a comparative context. Additionally, we compare the applicability of three dictionaries in policy communication assessments. Methods: Computational linguistics and textual methods are applied to create proxies for tone from a large dataset of texts. A transformation of words into time series involves the application of a general economic dictionary and two monetary policy-adjusted dictionaries. We examine the association between tone and actual CB decisions with the eta squared coefficient. The research covers 15 European CBs, divided into three subgroups according to the CB experience in inflation targeting. The sample starting points differ as they relate to each country?s IT implementation year; the analysis ends in mid-2019. Findings & value added: This paper?s value added is firstly methodological, as we test three dictionaries to determine their usefulness. Statistical and qualitative analysis allows us to conclude about superiority of monetary policy specific lexicons for this kind of studies. The extra value added is about the study?s coverage: it covers a large sample and provides a broader illustration compared to most previous examinations. Our results suggest that a relationship exists between communications and actions, although the weakest for late joiners to IT. The latter group of CBs needs to strengthen communication practices. In experienced inflation targeters the short run dimension of credibility exists and opens the room for creating effective monetary policy in terms of managing the expectations of a general audience.
言语会转化为行动吗?央行的一致性?沟通和决策
研究背景:本研究调查中央银行?(CB)会议纪要所反映的意图及其与政策决定的关系。尽管CB沟通是其通胀目标(IT)策略的固有组成部分,但他们的沟通并不一定导致行动。本文目的:本研究旨在从央行会议记录中提取政策意图,并将其与实际政策决定并置,以在比较背景下调查其言行的一致性。此外,我们比较了三种词典在政策沟通评估中的适用性。方法:应用计算语言学和文本方法从大量文本数据集中创建音调代理。将单词转换为时间序列涉及到一个通用经济字典和两个货币政策调整字典的应用。我们用平方系数来检验音调和实际CB决策之间的关联。这项研究涵盖了15个欧洲央行,根据央行在通胀目标设定方面的经验,将它们分为三组。每个国家的样本起点不同?IT实施年度;分析将于2019年年中结束。发现和附加值:这篇论文?首先是方法上的,因为我们测试了三个字典来确定它们的有用性。通过统计和定性分析,我们可以得出货币政策特定词汇在这类研究中的优越性。附加的额外价值是关于研究的吗?S覆盖范围:它涵盖了一个大样本,并提供了一个更广泛的说明与大多数以前的考试。我们的研究结果表明,沟通和行动之间存在着一种关系,尽管在IT行业的后来者中这种关系最弱。后者需要加强沟通实践。在经验丰富的通胀目标国家,短期的可信度是存在的,这为制定有效的货币政策、管理普通民众的预期打开了空间。
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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