 | How Do Member Countries Receive IMF Policy Advice: Results from a State-of-the-art Sentiment Index Author/Editor: Ghada Fayad, Chengyu Huang, Yoko Shibuya, Peng Zhao. Release Date:January, 2020 This paper applies state-of-the-art deep learning techniques to develop the first sentiment index measuring member countries’ reception of IMF policy advice at the time of Article IV Consultations. more...
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| Growth Surprises and Synchronized Slowdowns in Emerging Markets––An Empirical Investigation Author/Editor: Ghada Fayad, Roberto Perrelli. Release Date:September, 2014 Output growth has slowed in several emerging markets since 2011—a remarkable feature for a non-crisis period in EMs. Such synchronized slowdowns were largely unanticipated by scholars and more...
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 | Emerging Markets in Transition : Growth Prospects and Challenges Author/Editor: Luis M Cubeddu, Alexander Culiuc, Ghada Fayad, Yuan Gao, Kalpana Kochhar, Annette J Kyobe, Ceyda Oner, Roberto Perrelli, Sarah Sanya, Evridiki Tsounta, Zhongxia Zhang. Release Date:June, 2014 After a short-lived slowdown in the immediate aftermath of the global financial crisis and a swift rebound, emerging markets (EM) are now entering a period of slower growth. In fact, growth is now more...
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 | Income and Democracy: Lipset's Law Revisited Author/Editor: Anke Hoeffler, Robert H Bates, Ghada Fayad. Release Date:December, 2012 We revisit Lipset‘s law, which posits a positive and significant relationship between income and democracy. Using dynamic and heterogeneous panel data estimation techniques, we find a significant more...
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