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Report of the data quality working party (2006)
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The Data Quality Working Party was formed because of the view that data quality issues significantly impact the work of general insurance actuaries; and such issues could have a material impact on the results of general insurance companies.
•In this paper we will
- describe some actual data quality disasters in non-insurance and insurance businesses;
- present the results of a data quality survey of practicing actuaries in the United States, Canada and Great Britain;
- present the results of a data quality experiment where data was altered to change its quality and the effect on analyses using the data were observed; and
- provide advice on what can be done to improve the state of data quality.