What LENS-5 measures
LENS identifies modifiable learning conditions: prerequisite skills, academic error patterns, cognitive-load barriers, instructional response, and motivation/engagement supports. It does not assign a child a fixed “learning style.”
Skill-level adaptation
Tasks adapt to present performance and distinguish foundational instruction, grade-level access supports, and extension.
Pedagogy experiments
Matched tasks compare independent work with one support such as explicit modeling, worked examples, audio access, planning frames, chunking, or alternate response mode.
Motivation profile
Student-friendly items assess perceived competence, autonomy, relevance, belonging/caring, interest, and effort barriers to guide supportive classroom design.
Teacher oversight
Recommendations are transparent, editable, and tied to visible observations and task results.
Learner context snapshot
When grade-level text is read aloud, the student demonstrates more understanding than when reading independently.
The student expresses substantially more sophisticated ideas orally than in writing.
Performance is variable across time, tasks, or days despite similar skill demands.
Multistep directions, planning, organization, or work completion are a barrier.
Adaptive micro-probes
Use short, parallel tasks and enter teacher rubric scores. A production tool would use calibrated item banks, alternate forms, timing, and psychometric scoring.
Student Motivation & Engagement Check-In
This brief, age-appropriate module draws on established motivation constructs—empowerment/autonomy, usefulness, success/competence, interest, and caring/relatedness—and uses results to choose classroom supports. It is an adapted prototype, not the copyrighted or validated Motivated Strategies for Learning Questionnaire or any proprietary “Motiv” instrument.
For every statement: 0 = Not true for me; 1 = A little true; 2 = Mostly true; 3 = Very true for me.
Matched support trials
Compare matched tasks. Hold content/difficulty as similar as possible and add one support only.
| Support experiment | Baseline | Supported | What is tested |
|---|---|---|---|
| Audio access for content comprehension | Whether reading access masks content understanding | ||
| Written checklist for multistep work | Whether externalizing steps reduces load | ||
| Planning frame before writing | Whether planning improves organization/output | ||
| Speech-to-text or keyboarding | Whether transcription limits expression | ||
| Worked example + faded prompt in math | Whether modeling unlocks procedure | ||
| Problem annotation + visual representation | Whether representation scaffolding improves reasoning |
Teach–try–transfer probe
Learning Navigation Report
Priority academic plan
Motivation & engagement plan
Support-response evidence
Progress monitoring
Interpretation limits and review
This prototype is not a diagnostic or eligibility determination. Interpret it with classroom work, curriculum measures, intervention history, family input, language background, attendance, health/sensory access, and opportunity to learn. Consider formal multidisciplinary evaluation when difficulties are marked, persistent, functionally impairing, or unresponsive to well-implemented targeted intervention.