article thumbnail

How to unlock a scientific approach to change management with powerful data insights

IBM Big Data Hub

Process mining tools can perform a fit-gap analysis on new processes to rapidly and more accurately identify the greatest change impacts. They also allow you to quantify business value based on improvements and allows you to assign and track key metrics with business objectives. Making it stick: Driving continuous change.

article thumbnail

What’s the Difference: Quantitative vs Qualitative Data

Alation

These terms that cannot aggregate, like a percentage, are often called non-aggregatable metrics. What Is Quantitative Data Analysis? Quantitative analysis can take two forms: the traditional business analysis of numerical data, or the more academic quantitative analysis. Natural Lanugage Processing.