Effects of Personalized Learning on Kindergarten and First Grade Students

Schools need strong early literacy support, and this study shows that adding computer‑assisted instruction helps. Kindergarten and first‑grade students using Waterford consistently achieved higher end-of-year literacy test scores across demographic groups. Overall, integrating technology with classroom teaching strengthens early literacy development.

Literacy Improvement in Early Learners Using Technology

Students using Waterford’s reading program consistently outperformed peers across grades, demographics, and language groups, demonstrating the effectiveness of computer-assisted instruction for diverse learners. Overall, results show computer‑assisted instruction is a powerful support for building early reading skills.

Technology Improving Literacy Skills for All Students: Findings from Three Districts

Across three districts and three grades, students who used WEL alongside traditional instruction demonstrated significantly higher gains, percent gains, or end-of-year scores on literacy assessments than peers. Benefits appeared across ethnic groups, including majority‑Hispanic settings. Results show CAI can support early reading skill development for diverse learners.

Impacts on Literacy Skills of Kindergarten Students Across Demographics

Kindergarteners who used WEL for at least 1,000 minutes had significantly higher end-of-year literacy outcomes than peers, with medium to large effect sizes. Students in special education and those from low‑income families who used WEL also showed stronger literacy outcomes, highlighting WEL’s potential to support young learners across demographics.

Long-Term Effects of CAI in Early Education: Evidence from Three Districts

Second grade students who used WEL for multiple years demonstrated strong, lasting literacy outcomes across districts. Students with early and consistent program use—starting in kindergarten—had higher scores than students who started later or used for fewer years. Program benefits continued even a year after students stopped using the program.

Can CAI Improve Reading Achievement in Young ELL Students?

ELL students who used CAI generally had higher literacy gains than peers, with improvements across foundational reading skills, vocabulary, phonics, and comprehension. Positive results across assessed reading subskills highlight the potential of CAI-enhanced curriculum to support English language learners’ literacy development.

Using CAI for Improving Academic Skills of Students with Special Needs

Students receiving special education services using CAI had higher reading and math end-of-year scores and gains than peers taught only through traditional lessons or with minimal CAI learning time. Results suggest that CAI can support early skills and help more learners meet proficiency.

Dosage Effects of CAI on Literacy Skills

Students who were randomly assigned to use CAI performed similarly to their control counterparts; however, those who reached at least 1,500 minutes made significantly stronger literacy gains than the control group. Findings highlight the importance of sustained program use for maximizing the benefits of CAI.