Efficacy Measurement

Understand the efficacy of your programs and processes so you can allocate funds toward initiatives that work.


When trying to understand the impact of their programs and initiatives, institutions often find themselves debating the choice between the lesser of two evils:

  • Broad implementation and a simplistic analysis method that, at best, can only be used to determine correlation and which leaves significant room for error
  • A rigorous implementation and measurement method that requires withholding access to potentially beneficial resources from students in need


Optimize Limited Resources

Understand which of your initiatives is having the biggest impact on your student success goals, and confidently focus resource allocation to get the greatest return on your investments.

Personalize Student Support

See when and for whom your initiatives are most or least effective, with detailed views of each initiative’s demonstrated impact on persistence by student segment. Use these insights to direct students toward the resources from which they will benefit the most.

How It Works

Scale Rigorous Efficacy Measurement

With Prediction-based Propensity Score Matching (PPSM), you can measure initiative impact with statistical rigor while minimizing selection bias and avoiding the constraints associated with Randomized Controlled Trials, enabling more efficient impact measurement.

Answer questions like…
  • Is this student success program improving persistence?
  • Is the program more impactful for some students than others?
  • Is the program generating enough value?