Information Content of DQAF Indicators : Empirical Entropy Analysis /

The study presents an analysis of the information content of IMF's Data Quality Assessment Framework (DQAF) indicators. There are significant differences in the quantity of information between DQAF dimensions and sub-dimensions. The most informative DQAF dimension is accessibility, followed by...

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Κύριος συγγραφέας: Mrkaic, Mico
Μορφή: Επιστημονικό περιοδικό
Γλώσσα:English
Έκδοση: Washington, D.C. : International Monetary Fund, 2010.
Σειρά:IMF Working Papers; Working Paper ; No. 2010/204
Διαθέσιμο Online:Full text available on IMF
Περιγραφή
Περίληψη:The study presents an analysis of the information content of IMF's Data Quality Assessment Framework (DQAF) indicators. There are significant differences in the quantity of information between DQAF dimensions and sub-dimensions. The most informative DQAF dimension is accessibility, followed by the prerequisites of quality and accuracy and reliability. The least informative DQAF dimensions are serviceability and assurances of integrity. The implication of these findings is that the current DQAF indicators do not maximize the amount of information that could be obtained during data ROSC missions. An additional set of assessments that would refine the existing DQAF indicators would be beneficial in maximizing the information gathered during data ROSC mission. The entropy of DQAF indicators could also be used in the construction of a cardinal index of data quality.
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Φυσική περιγραφή:1 online resource (25 pages)
Μορφή:Mode of access: Internet
ISSN:1018-5941
Πρόσβαση:Electronic access restricted to authorized BRAC University faculty, staff and students