Demonstrate knowledge and understanding on how to conduct a classroom enquiry on teaching and learners' learning by answering the following questions: 1. How can I collect accurate data on how different learners learn? 2. How can I use learners' assessment scores to identify their learning needs? 3. How do I know which intervention for addressing learners' needs is most appropriate? 4. How will I apply new knowledge I got in identifying and addressing learner learning needs?

Step 2: How can I use assessment to identify their needs?

Use diagnostic and formative assessments like pre-tests, quizzes, observations, surveys, and interviews.

Formula: Identify needs = Analyze (prior knowledge + skills gaps + interests).

Substitute: Pre-test scores show knowledge gaps; observations reveal engagement levels.

Simplify: Create learner profiles from data.

Learner needs identified via targeted assessments.

Step 3: How do I show that addressing learner needs is most appropriate?

Compare outcomes before/after interventions, gather feedback, align with objectives.

Formula: Appropriateness = $\frac{Post-intervention outcomes - Pre-intervention outcomes}{Learner feedback score}$.

Substitute: Improved test scores by 20%, 90% feedback positive.

Simplify: Data demonstrates targeted addressing yields best results.

Addressing needs is most appropriate via evidence-based outcomes.

Step 4: How will I apply knowledge to get adaptive learner models?

Analyze assessment data to adjust instruction dynamically.

Formula: Adaptive model = f(assessment data, learner profiles).

Substitute: Use data analytics to personalize paths (e.g., extra practice for gaps).

Simplify: Continuous feedback loop for model adaptation.

Apply via data-driven personalization and iteration.}