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Report of the data quality working party (2006)

Author:
Louise Francis; Robert Campbell; Mark Rothwell; Simon Sheaf; Virginia Prevosto
Source:
General Insurance Convention 2006
Publication date:
28 September 2006
File:
PDF 360.22 KB
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Document description

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.