scholarly journals A Text Mining Analysis of Central Bank Monetary Policy Communication in Nigeria

2019 ◽  
Author(s):  
Mohammed Musa Tumala ◽  
Babatunde S. Omotosho
Author(s):  
Mohammed M. Tumala ◽  
Babatunde S. Omotosho

This paper employs text-mining techniques to analyse the communication strategy of the Central Bank of Nigeria (CBN) during the period 2004-2019. Since the policy communique released after each meeting of the CBN’s monetary policy committee (MPC) represents an important tool of central bank communication, we construct a corpus based on 87 policy communiques with a total of 123, 353 words. Having processed the textual data into a form suitable for analysis, we examined the readability, sentiments, and topics of the policy documents. While the CBN’s communication has increased substantially over the years, implying increased monetary policy transparency; the computed Coleman and Liau readability index shows that the word and sentence structures of the policy communiques have become more complex, thus reducing its readability. In terms of monetary policy sentiments, we find an average net score of -10.5 per cent, reflecting the level of policy uncertainties faced by the MPC over the sample period. In addition, our results indicate that the topics driving the linguistic contents of the communiques were influenced by the Bank’s policy objectives as well as the nature of shocks hitting the economy per period.


2018 ◽  
Vol 108 ◽  
pp. 567-571 ◽  
Author(s):  
Alan S. Blinder

I make six predictions about the future of central bank communication about monetary policy. Some are made with great confidence, like: transparency will increase over time. Others are far riskier, like: attempts to communicate with the general public, though laudable, will fail. I also suggest ways in which the so-called cacophony problem on monetary policy committees (speaking with too many voices) can be mitigated.


2021 ◽  
Vol 80 (3) ◽  
pp. 3-33
Author(s):  
Alina Evstigneeva ◽  
◽  
Mark Sidorovskiy ◽  

Inflation targeting requires clear and transparent central bank’s communication. Analysts and market participants understand it as a broad list of information disclosed by the central bank. The general public understands it rather as the ability of a central bank to speak and explain its decisions in a plain language. In recent decades, monetary authorities in many countries have made significant progress in this direction. However, there has been no research on the quality of communication for the Bank of Russia. This paper aims to create a tool for automated evaluation of the readability of the Bank of Russia’s monetary policy communication, taking into account the available experience of linguistic and textual analysis, including machine learning methods, as well as to provide recommendations for its improvement. This can contribute to improving the effectiveness of the Bank of Russia communication on monetary policy, which is vital for its credibility, anchoring inflation expectations, and predictability of the regulator’s decisions.


2019 ◽  
Vol 11 (2) ◽  
pp. 81
Author(s):  
Alicia Garcia-Herrero ◽  
Eric Girardin ◽  
Arnoldo Lopez-Marmolejo

Central bank communication is becoming a key aspect of monetary policy. How much financial markets listen and, possibly, understand Banco de Mexico’s communication on its monetary policy stance should be a key consideration for the central bank to further modernize its monetary policy toolkit. In this paper, we tackle this issue empirically by using our own index of the tone of communication based on Banco de Mexico’s speeches and statements and find that Mexican money markets do not only listen but they also understand the stance of monetary policy conveyed in the central bank’s words. Regarding the ability to listen we find that both the volatility and volume in the money market rates change right after communication from Banco de Mexico’s governing body. As for the markets’ understanding, we document a statistically significant rise in money market rates the more hawkish communication is. All in all, our results show strong evidence of effective oral and written communication from the Central Bank towards Mexico’s money markets.


2009 ◽  
pp. 9-27 ◽  
Author(s):  
A. Kudrin

The article examines the causes of origin and manifestation of the current global financial crisis and the policies adopted in developed countries in 2007—2008 to deal with it. It considers the effects of the financial crisis on Russia’s economy and monetary policy of the Central Bank in the current conditions as well as the main guidelines for the fiscal policy under different energy prices. The measures for fighting the crisis that the Russian government and the Central Bank use to support the real economy are described.


1991 ◽  
Vol 30 (4II) ◽  
pp. 931-941
Author(s):  
M. Aynul Hasan ◽  
Qazi Masood Ahmed

Monetary policy, in general, refers to those steps taken by the Central Bank to achieve such broader objectives of the economy as growth, employment, external balance and price stability through changes in the money supply, interest rates and credit policies. The money supply thus created by the Central Bank should be in response to the changes in key macroeconomic target variables such as GNP, balance of payments, inflation, internal debt and unemployment. Indeed, a properly estimated monetary policy reaction function can provide useful information regarding such matters as to whether the Central Bank, in fact, has been systematically accommodating to the changes in the target variables. The reaction function can also provide insight into the question as to what should be the relevant indicators of the monetary policy. In addition, as argued by Havrilesky (1967), it may also play a crucial role in the formulation of long-term monetary policy strategy. The other important consideration in the development of a monetary policy reaction function pertains to the endogeneity of the monetary policy. As pointed out by Goldfeld and Blinder (1972), if a policy variable responds to the lagged (or expected) target values, then considering such a policy variable as exogenous would not only introduce the problem of misspecification but will also produce serious biases in the parameters estimated from those models. In particular, if the monetary policy variable happens to be strongly influenced by target variables, then the standard result of the relative effectiveness of the monetary policy vis-a-vis fiscal policy can be questionable on the grounds of reverse causation problem.


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