A content analysis of the Central Bank's press releases in Colombia

Luis E. Arango , Javier Pantoja , Carlos Velásquez
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引用次数: 0

Abstract

The Central Bank uses press releases after board meetings for at least three purposes: first, to justify policy measures based on the economic situation; second, to provide some forward guidance signals to agents; and third, to supply some further (latent) information to the markets. This article involves a reading analysis of press releases based on a machine-learning technique to show, first, the coherence between communications and the changes of the interest rate and, second, the capacity of communications to alter inflation expectations. We find that, following the official mandate of the Central Bank, inflation and inflation expectations as well as economic activity were significant topics in the adoption of policy measures between September 2004 and March 2016, with more emphasis on the former. Our indicators of forward guidance are not significant in the adoption of contemporary policy measures. Finally, with the help of latent semantic analysis, we extract the underlying factors that are then used in structural VAR models to identify and measure the impact of press releases’ shocks on inflation expectations. Our results indicate that Colombia's Central Bank uses communications as a monetary policy tool and that this strategy influences market inflation expectations.

哥伦比亚中央银行新闻稿的内容分析
央行在董事会会议后发布新闻稿至少有三个目的:第一,根据经济形势证明政策措施的合理性;第二,向代理提供一些前向引导信号;第三,向市场提供一些进一步的(潜在的)信息。这篇文章涉及基于机器学习技术的新闻稿阅读分析,以显示,首先,沟通与利率变化之间的一致性,其次,沟通改变通胀预期的能力。我们发现,根据中央银行的官方授权,通胀和通胀预期以及经济活动是2004年9月至2016年3月期间采取政策措施的重要主题,并更加强调前者。我们的前瞻性指导指标在采取当代政策措施方面并不重要。最后,在潜在语义分析的帮助下,我们提取了潜在因素,然后将其用于结构VAR模型,以识别和衡量新闻稿冲击对通胀预期的影响。我们的研究结果表明,哥伦比亚中央银行将通信作为货币政策工具,这种策略会影响市场通胀预期。
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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CiteScore
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