Experience Data Quality - How to Clean and Validate Your Data.

Research Projects – Life Insurance


The Committee on Life Insurance Research as well as LIMRA are pleased to make the following report available. Authored by Cathy Ho and Danielle Brancard of LIMRA, this report provides an overview of the data cleansing and validation role specific to the life insurance experience study process.

The sponsors would like to thank the following individuals who served on the Project Oversight Group:

  • Bud Ruth (Chair)
  • Sharon Brody
  • JJ Lane Carroll
  • Susan Deakins
  • John Have
  • Kevin Pledge
  • Elaine Tumicki, LIMRA
  • Peter Weber
  • Ronora Stryker, SOA
  • Jan Schuh, SOA

If you have questions or comments on this research, please contact Ronora Stryker, SOA Research Actuary, at rstryker@soa.org.