How Have IMF Priorities Evolved? : A Text Mining Approach /

How Have IMF Priorities Evolved? : A Text Mining Approach /

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 communiques and constituency statements. Our results reveal significant variation in priorities across time and constituencies. Sta...

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Détails bibliographiques
Auteur principal: Anderson, Gareth
Autres auteurs: Galang, Paolo, Gamba, Andrea, Medina, Leandro
Format: Revue
Langue:English
Publié: Washington, D.C. : International Monetary Fund, 2021.
Collection:IMF Working Papers; Working Paper ; No. 2021/159
Sujets:
Climate
Foreign Exchange
Informal Economy
Natural Disasters and Their Management
Underground Econom
Accès en ligne:Full text available on IMF
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100 1 |a Anderson, Gareth. 
245 1 0 |a How Have IMF Priorities Evolved? :   |b A Text Mining Approach /  |c Gareth Anderson, Paolo Galang, Andrea Gamba, Leandro Medina. 
264 1 |a Washington, D.C. :  |b International Monetary Fund,  |c 2021. 
300 |a 1 online resource (32 pages) 
490 1 |a IMF Working Papers 
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500 |a <strong>On-Campus Access:</strong> No User ID or Password Required 
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520 3 |a 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 communiques 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. 
538 |a Mode of access: Internet 
650 7 |a Climate  |2 imf 
650 7 |a Foreign Exchange  |2 imf 
650 7 |a Informal Economy  |2 imf 
650 7 |a Natural Disasters and Their Management  |2 imf 
650 7 |a Underground Econom  |2 imf 
700 1 |a Galang, Paolo. 
700 1 |a Gamba, Andrea. 
700 1 |a Medina, Leandro. 
830 0 |a IMF Working Papers; Working Paper ;  |v No. 2021/159 
856 4 0 |z Full text available on IMF  |u http://elibrary.imf.org/view/journals/001/2021/159/001.2021.issue-159-en.xml  |z IMF e-Library 

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