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Working Paper
Sentiment in Central Banks' Financial Stability Reports
Using the text of financial stability reports (FSRs) published by central banks, we analyze the relation between the financial cycle and the sentiment conveyed in these official communications. To do so, we construct a dictionary tailored specifically to a financial stability context, which assigns positive and negative connotations based on the sentiment conveyed by words in FSRs. With this dictionary, we construct a financial stability sentiment (FSS) index. Using a panel of 35 countries for the sample period between 2005 and 2015, we find that central banks' FSS indexes are mostly driven ...
Discussion Paper
Constructing a Dictionary for Financial Stability
In this note, we explain in detail how we made word-level choices in our dictionary. In the note, we also consolidate our lessons from this process into a framework for thinking about dictionary construction.
Discussion Paper
Emerging Market Nonfinancial Corporate Debt : How Concerned Should We Be?
Nonfinancial corporate (NFC) debt in emerging market economies (EMEs) has tripled since the global financial crisis (GFC), reaching roughly $25 trillion, or 112 percent of GDP, in mid-2016. In this note, we assess corporate vulnerabilities by looking at two common metrics related to debt-servicing capacity: leverage (the ratio of debt to equity), and the interest coverage ratio (the ratio of earnings to interest expense).