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ANONYMIZED LEARNING EVIDENCE

Real learning-feedback patterns without student identifiers

Recurring tasks from presentations, original books, syntax, written answers and AP concept explanation are reconstructed as anonymized composites. We show the problem, educator judgment and retry without exaggerating outcomes.

Anonymized composite · based on recurring feedback typesEducator reviewedFeedback → Retry
01 · School written answers

Translation was accurate, but claim and evidence were not connected in English sentences.

Educator judgment: The main issue was retrieval and sentence logic rather than lack of knowledge.

Redesigned task: After a 60-second keyword explanation, the learner rewrote three claim-reason-evidence sentences.

Evidence in the next attempt: The learner marked the structure and rebuilt an answer on a new item.

02 · Original-book storytelling

Parts of the plot were remembered, but sequence and character motivation were missing.

Educator judgment: A retrieval structure and transitions were needed before rereading again.

Redesigned task: After three readings, the learner retold the story from eight keywords in their own English.

Evidence in the next attempt: Video two checked tense, sequence and cause after educator feedback.

03 · English presentation

The script sounded fluent, but explanation stopped when questions began.

Educator judgment: Understanding the structure and spontaneous retrieval mattered before pronunciation.

Redesigned task: The learner delivered 90 seconds from six keywords and answered two why-questions.

Evidence in the next attempt: Video two checked eye line, transitions and main-point-to-example order.

04 · Essay writing

The larger issue was thesis-evidence connection and paragraph purpose, not grammar alone.

Educator judgment: Ideas were sufficient, but the logic a reader should follow was not visible.

Redesigned task: The educator gave three priorities and questions instead of correcting every line.

Evidence in the next attempt: The learner produced draft two and checked whether the same pattern returned.

05 · AP & IB concept explanation

AP terms were recalled, but causes and effects across the unit could not be explained.

Educator judgment: Detail memory existed; the big picture and transfer to English responses were weak.

Redesigned task: The learner explained a unit map, then answered core questions orally and in writing without notes.

Evidence in the next attempt: Two days later, the same concept was applied to a new example.

06 · International-school academic English

Subject content was understood, but the presentation mixed main ideas and details.

Educator judgment: The hierarchy of concepts and retrieval order—not English alone—were unclear.

Redesigned task: The learner built a big-picture map, explained for 90 seconds without notes, then wrote a short response.

Evidence in the next attempt: The next unit checked whether concept-reason-example order transferred.

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