White Paper

Introducing The SPEAK: A Scalable Computer-Adaptive Tool to Measure Knowledge of Early Human Development

NBER Working Paper 34349 | October 01, 2025
Caroline Gaudreau, Dani Levine, John A. List & Dana Suskind

Research shows responsive caregiving enhances children’s brain development, with parental knowledge predicting positive behaviors and outcomes. However, knowledge varies widely across educational levels, highlighting the need for targeted interventions. Despite evidence that this knowledge can be improved, no comprehensive metric exists for efficient assessment. This paper introduces SPEAK (Survey of Parent/Provider Expectations and Knowledge), a computer-adaptive tool grounded in item-response theory that measures parental and educator knowledge across development domains with precision and speed. SPEAK offers a flexible, scalable solution for clinical, educational, research, and policy settings. By identifying knowledge gaps, it enables tailored interventions, supports professional development, and informs policy, ultimately improving parent-child interactions and child outcomes.