Data Sources

Using the Right Data Sources

Data and its usage are the lifeblood of the credit rating system and the relationship between the Sovereign Issuer and the Investor. In order for the investor to understand the risk that accompanies their investment in the sovereign, a variety of information and subsequent metrics are needed. For the credit rating agencies, their complex methodologies rely on timely and accurate information derived from an array of sources. Through the solicited rating process a credit rating agency will inject data directly from the Sovereign Issuer, in conjunction with data that is publicly available. As the Sovereign will be submitting data both publicly and also to a variety of multilateral and non-Profit organisations at the same time, there is a need to remain focused on providing efficient and effective data. The credit rating agencies rely heavily on publicly-compiled data from the likes of the International Monetary Fund (IMF) so it is important for the Sovereign to liaise with the IMF as openly and timely as they can. In this section of the Portal, there are links and details provided for the main sources of information and data that get fed into the credit rating processes. The credit rating methodologies of the international CRAs have been combed for references to specific data sources, as well as utilising anecdotal experience. The list is not exhaustive, but representative. 

Data Sources

The Limitations of Credit Rating Agency Methodological Transparency

Credit rating methodological transparency is the most called-for reform affecting the credit rating agencies. Even though after the Global Financial Crisis all three now publicly publish their methodologies, full transparency has not yet been achieved. The base structure of the methodologies is now visible, and there are varying levels of transparency concerning the data that goes into the credit ratings. Whilst it would be helpful for Sovereign Issuers to know absolutely what metrics they were being rated on, this information is never made fully public. Options are available to an Issuer, in the sense that Ancillary Services can be purchased to learn more from the CRAs themselves, but even then it is not fully open. Research has unanimously confirmed that there is a large amount of subjectivity within sovereign ratings especially, and that subjectivity means it is not an exact science. This has a natural effect on knowing what metrics are to be used before the rating is developed. There are standards which are used across the board, either by declaration or anecdotal evidence from former analysts. Resources like the IMF and the World Bank are mainstays for credit analysis, so Sovereign Issuers should really ensure that the Multilateral Agencies have a complete picture of the Sovereign as that data gets directly plugged into sovereign rating methodologies. However, there are a variety of others, and these then become much more opaque.

Central Banks and Official Sovereign Data

Credit rating agencies will work with data produced by the Sovereign entity that has requested that a rating be created. In this solicited relationship, data will be utilised from particular Ministries, but particularly from
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IMF World Economic Outlook

A process that started from an informal discussion at the IMF Board in 1969, the World Economic Outlook (WEO) is now one of the most important data sources for the marketplace, including credit rating agencies.
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IMF Balance of Payments Statistics

The IMF Committee on Balance of Payments Statistics was established in 1992, with the aim of fostering greater coordination of data amongst countries and investigating discrepancies in the global balance of
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IMF Data Portal

The IMF’s Data Portal operates as the Fund’s statistical repository, housing the WEO, International Financial Statistics, the Global Financial Stability Report, and much more.The International Financial Statistics (IFS), for
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IMF Article IV Reports

IMF Article IV Reports Adopted at the Bretton Woods Conference in 1944, the Articles of Agreement that IMF Member Countries have to sign up to contain, within Article IV, the requirement that the IMF holds bilateral discussions with each member, usually every year. As part of those
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UN Population Division: Data Portal

Established in 1946 to provide support to countries with the task of compiling accurate and accessible population data, the UN Population Division’s Data Portal is the benchmark for credit rating agencies in
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UNDP (Development Programme) Human Development Index

The UNDP’s Human Development Index (HDI) has, since 1990, provided key statistics that relate to how human beings are developing within particular jurisdictions. Key aspects to the Index include metrics such as life
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OECD Statistics

Ever since its inception in 1961, the OECD (The Organisation for Economic Cooperation and Development) has been publishing data on a variety of sectors from around the globe. Categories include Agriculture and Fisheries, Development, Economy, Education, Energy,
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World Bank Development Indicators

Established in 1960 and compiled from officially-recognised international sources, the World Bank’s Development Indicators are key statistics relating to a range of metrics including agriculture, manufacturing,
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