Some students struggled to use Ecree's and MI Write's automated feedback¶

Claim · All claims
Evidence · 1 study · review r? · q2
Currency · newest study 2023 · checked against its sources 2026-10-15 (automated, 1 of 1 entry) · not reviewed by a person · recheck by 2026: tool and model accuracy changes quickly

Subclaims¶

q2 i? Some students in the studied classrooms struggled to use the automated feedback provided by Ecree and MI Write. → Connor Rooney 2023

Evidence¶

Connor Rooney 2023¶

Connor Rooney, Adam Dunn. (2023). Using Automated Writing Feedback Tools in the Classroom: Research Insights for Tool Designers and Instructional Support Teams. Mathematica. https://www.mathematica.org/publications/using-automated-writing-feedback-tools-in-the-classroom-research-insights-for-tool-designers

q2 · i? · review · r?

Key finding from the brief's synthesis of the Ecree and MI Write studies: "Some students struggled to use Ecree’s and MI Write’s automated feedback," indicating student-facing usability limits of the tools.

"Some students struggled to use Ecree’s and MI Write’s automated feedback."

Studies bearing on this claim¶

Does the amount of feedback a learner receives at once overwhelm some learners, and what reduces it? This table gathers the studies behind this claim and the 4 narrower claims that bear on it: 5 distinct studies (2 review, 1 associational, 1 qualitative, 1 theoretical), q1–q3, 0 of 5 with an effect size coded. One row per study, codes as each entry records them; no effect is averaged and no verdict is drawn. Built by scripts/synthesize_claim.py from eval/synthesis/; a row that looks wrong is fixed on the claim it comes from.

Discussion¶

Related Claims¶

• Some students may be overwhelmed by Ecree's feedback about their writing — related
• Teachers reported curriculum and technical integration challenges when implementing Ecree and MI Write — related
• Teachers found Ecree and MI Write useful for their writing instruction and for helping students improve their writing — related
• Regular and tailored support helped teachers integrate Ecree and MI Write into their teaching — related
• Teachers and students found Ecree easy to use and helpful for improving writing — related
• Ecree likely improved the quality of students' writing, especially for students with less advanced writing skills at the start of the school year — related
• Teachers used Ecree less than intended, and some reported they did not have enough time to learn it and integrate it with instruction — related
• MI Write's automated feedback is most useful to students when it supplements, not replaces, teacher feedback — related
• Students need clear guidance so they are not overwhelmed by Ecree's feedback, which may be most useful for advanced writers — related
• About half of surveyed students agreed Ecree was easy to use and helped improve their writing — related