Predicting Reading Problems 6 Years Into the Future: Dynamic Assessment Reduces Bias and Increases Classification...

Area of Science:

• Educational Psychology
• Developmental Psychology
• Literacy Research

Background:

• Early identification of reading difficulties is crucial for intervention.
• Traditional static assessments may exhibit cultural and linguistic biases.
• Dynamic assessment offers a responsive approach to evaluating learning potential.

Purpose of the Study:

• To evaluate the predictive validity of a kindergarten dynamic assessment of decoding for future reading difficulties.
• To determine if dynamic assessment enhances the predictive power of static kindergarten reading measures.
• To assess prediction accuracy up to 5th grade.

Main Methods:

• A prospective, longitudinal study involving approximately 370 kindergarten students (Caucasian and Hispanic).
• Administered a 3-minute dynamic assessment of decoding and static measures (letter identification, phonemic awareness).
• Assessed oral reading fluency from 2nd to 5th grade; analyzed predictive validity using variance explained, AUC, sensitivity, and specificity.

Main Results:

• The dynamic assessment significantly predicted reading ability beyond static measures.
• Area under the curve (AUC) values were fair to good, with acceptable sensitivity and specificity.
• A brief dynamic assessment achieved 75%-80% accuracy in identifying students likely to struggle with decoding up to six years later.

Conclusions:

• Dynamic assessment of decoding is a valuable tool for early identification of future reading challenges.
• It offers a promising, culturally and linguistically sensitive alternative to traditional static assessments.
• Early and accurate identification can facilitate timely interventions for students at risk for reading difficulties.