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...
| מחבר ראשי: | |
|---|---|
| פורמט: | כתב-עת |
| שפה: | English |
| יצא לאור: |
Washington, D.C. :
International Monetary Fund,
2010.
|
| סדרה: | IMF Working Papers; Working Paper ;
No. 2010/204 |
| גישה מקוונת: | Full text available on IMF |
| סיכום: | 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. |
|---|---|
| תאור פריט: | <strong>Off-Campus Access:</strong> No User ID or Password Required <strong>On-Campus Access:</strong> No User ID or Password Required |
| תיאור פיזי: | 1 online resource (25 pages) |
| פורמט: | Mode of access: Internet |
| ISSN: | 1018-5941 |
| גישה: | Electronic access restricted to authorized BRAC University faculty, staff and students |