Predictive Data Analysis for Decision-making Update

Highlights

  • All data fields that will or will not be represented in model have been finalized.
  • Working through validations, integrity checks, testing correlations.
  • iModules/Anthology API is in development!
    • This is one of the last sets of data fields we plan to include and will save us from having to pay for custom reporting each time.

Timeline

  • Need to continue testing and completing data correlations- most of this work will be done after DoG.
  • We will also need support staff from the stats department once we reach the regression phase.
  • SOP/Process improvements such as more trainings on data entry to improve model.
  • Finished product will give us 2 views into if someone will become a donor or not and another view of if they will become a MG donor or not.
  • One of the best things about this model is NC State will own every aspect of this model including the science behind it and we will be able to continually steward and improve the model with appropriate staffing.