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Book
How Have IMF Priorities Evolved? A Text Mining Approach
Authors: --- --- --- ---
Year: 2021 Publisher: Washington, D.C. : International Monetary Fund,

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Abstract

This paper assess how priorities of the IMF’s membership have evolved over the past two decades, by using text mining techniques on a unique dataset combining IMFC communiqués and constituency statements. Our results reveal significant variation in priorities across time and constituencies. Statements can be characterized by the weight which they place on three key priorities: (i) growth; (ii) debt and development; and (iii) crisis management and quota reform. Sentiment analysis techniques also show that addressing climate change is a topic which is viewed positively by an increasing number of constituencies.


Book
How Have IMF Priorities Evolved? A Text Mining Approach
Authors: --- --- --- ---
ISBN: 151359186X Year: 2021 Publisher: Washington, D.C. : International Monetary Fund,

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Export citation

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Bookmark

Abstract

This paper assess how priorities of the IMF’s membership have evolved over the past two decades, by using text mining techniques on a unique dataset combining IMFC communiqués and constituency statements. Our results reveal significant variation in priorities across time and constituencies. Statements can be characterized by the weight which they place on three key priorities: (i) growth; (ii) debt and development; and (iii) crisis management and quota reform. Sentiment analysis techniques also show that addressing climate change is a topic which is viewed positively by an increasing number of constituencies.

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