Research

Discover our latest insights

Learning science briefs, product notes, and research articles from the Kimbo team.

Adaptive Practice and Spaced Retrieval Improve Long-Term Retention
Learning Science

Adaptive Practice and Spaced Retrieval Improve Long-Term Retention

Evidence and implementation notes on spacing effects, calibration, and adaptive scheduling in K-12 contexts.

Oct 01, 2025
Interpretable AI Feedback in Literacy Interventions
Product Research

Interpretable AI Feedback in Literacy Interventions

Design principles for feedback that supports metacognition without overwhelming the learner or teacher.

Sep 15, 2025
Equitable Benchmarking in Math Progress Monitoring
Assessment

Equitable Benchmarking in Math Progress Monitoring

Approaches to norming and growth targets that avoid selection bias and improve decision reliability.

Aug 20, 2025
Family Engagement Correlates With Persistence and Outcomes
Social-Emotional

Family Engagement Correlates With Persistence and Outcomes

A review of interventions that encourage family participation and their observed effects on attendance and mastery.

Jul 30, 2025
Teacher–AI Collaboration Models That Work in Classrooms
Product Research

Teacher–AI Collaboration Models That Work in Classrooms

Division-of-labor patterns between educators and AI that reduce prep time while preserving teacher agency.

Jul 10, 2025
Retrieval Practice in Mathematics: Beyond Flashcards
Learning Science

Retrieval Practice in Mathematics: Beyond Flashcards

Structuring problem sets to trigger recall pathways and conceptual transfer in middle school math.

Jun 18, 2025
Closing the Loop in MTSS With Real-Time Data
Assessment

Closing the Loop in MTSS With Real-Time Data

Designing data flows that make Tier 2/3 interventions responsive within weekly cycles.

May 29, 2025
UDL Heuristics for Everyday Lesson Design
Accessibility

UDL Heuristics for Everyday Lesson Design

Practical, low-friction Universal Design for Learning checks that improve access without heavy lifts.

May 08, 2025
Motivational Design for Young Learners
Motivation

Motivational Design for Young Learners

Balancing autonomy, competence, and relatedness to drive persistence without over-reliance on points.

Apr 16, 2025
Privacy by Design in EdTech: Minimal Data, Max Value
Trust & Safety

Privacy by Design in EdTech: Minimal Data, Max Value

Patterns for collecting the least data necessary while still enabling insights and personalization.

Mar 21, 2025
Supporting Multilingual Learners With AI Scaffolds
Equity

Supporting Multilingual Learners With AI Scaffolds

Inline translation, glossaries, and sentence frames that improve comprehension without collapsing rigor.

Feb 27, 2025