Feedback Analysis & Revision Recommendations

Synthesize multiple feedback sources to identify high-impact curriculum improvements with implementation guidance and version tracking.

When to Use

• Analyze student feedback
• Review outcome data for patterns
• Synthesize improvement opportunities
• Plan curriculum revisions
• Track version effectiveness

Required Inputs

• Feedback Sources: Student surveys, peer reviews, outcome data
• Current Curriculum: Materials to potentially revise
• Historical Data (optional): Previous version effectiveness
• Context: Constraints, resources, timeline

Workflow

1. Gather All Feedback Sources

Collect:

• Student Feedback: Surveys, course evaluations, informal comments
• Outcome Data: From /curriculum.analyze-outcomes
• Peer Review: Other educator observations
• Self-Reflection: Instructor notes, observations
• Stakeholder Input: Admin, parents, industry partners

2. Synthesize Feedback by Theme

# Feedback Synthesis: [COURSE/UNIT]

**Review Period**: [Date Range]
**Feedback Sources**: [List]
**Current Version**: [Version number]

## Feedback Themes

### Theme 1: Content Pacing Too Fast

**Sources**:
- Student surveys: 18/30 students (60%) reported feeling rushed
- Outcome data: Unit 2 objectives only 45% mastery (lowest in course)
- Instructor observation: "Struggled to finish Unit 2 in time"

**Specific Comments**:
- "We moved through Unit 2 so quickly I didn't understand photosynthesis before the test."
- "Need more practice time before assessments."
- "Felt like we skipped over important concepts."

**Evidence Strength**: ⭐⭐⭐⭐⭐ (Strong - multiple convergent sources)

**Impact Assessment**: HIGH - Directly affects learning outcomes

### Theme 2: Lack of Real-World Applications

**Sources**:
- Student feedback: "Why does this matter?"
- Peer review: "Could benefit from authentic tasks"

**Specific Comments**:
- "I don't understand why we need to know this."
- "When will I use this in real life?"

**Evidence Strength**: ⭐⭐⭐ (Moderate - consistent but limited sources)

**Impact Assessment**: MEDIUM - Affects engagement and transfer

### Theme 3: Assessment Too Memorization-Heavy

**Sources**:
- Student feedback: "Just memorize and forget"
- Outcome data: High Remember-level performance (85%) but low Apply-level (58%)
- Bloom's analysis: 70% of items at Remember/Understand level

**Specific Comments**:
- "Tests are all memorization, not understanding."
- "I got an A but still don't really get it."

**Evidence Strength**: ⭐⭐⭐⭐ (Strong - multiple objective sources)

**Impact Assessment**: HIGH - Shallow learning, not meeting objectives

[Continue for all themes identified]

3. Identify Root Causes

For each theme, analyze WHY:

## Root Cause Analysis: Pacing Too Fast

**Symptoms**:
- Low mastery rates in Unit 2
- Student complaints about speed
- Not enough practice time

**Possible Causes**:
1. ✅ **Too much content in Unit 2** (5 objectives in 2 weeks)
   - Evidence: Unit 1 had 3 objectives in 2 weeks (80% mastery)
   - Evidence: Unit 3 had 4 objectives in 3 weeks (70% mastery)
2. ✅ **Insufficient scaffolding**
   - Evidence: Direct transition from simple to complex concepts
   - Evidence: No intermediate practice activities
3. ⚠️  **Prerequisites not mastered** (possible but less clear)
   - Evidence: Unit 1 had good mastery (80%), so prerequisites likely OK
4. ❌ **Ineffective instruction** (unlikely)
   - Evidence: Other units performing adequately with same methods

**Most Likely Root Causes**:
1. Content overload (5 objectives too many for 2 weeks)
2. Insufficient scaffolding and practice

**Recommended Fixes**:
1. Split Unit 2 into two 2-week units (2.A and 2.B)
2. Add intermediate practice activities between concepts
3. Include more worked examples and guided practice

4. Generate Prioritized Recommendations

# Curriculum Revision Recommendations

**Course**: [Name]
**Current Version**: 1.0
**Next Version**: 1.1 (or 2.0 if major changes)
**Recommendation Date**: [Date]

## Priority 1: Critical Revisions (Must Do)

### Recommendation 1.1: Extend Unit 2 Timeline

**Issue**: Content pacing too fast in Unit 2, leading to low mastery (45%)

**Root Cause**: 5 objectives in 2 weeks is too much content

**Proposed Change**: Split Unit 2 into two units:
- Unit 2A: LO-2.1, LO-2.2 (2 weeks)
- Unit 2B: LO-2.3, LO-2.4, LO-2.5 (2 weeks)

**Expected Impact**:
- Increase mastery rate from 45% to target 70%
- Reduce student stress and rushing
- Allow adequate practice time

**Implementation Effort**: MEDIUM
- Restructure 2 lessons
- Adjust pacing guide
- Create new formative assessment

**Implementation Timeline**: 2 weeks before next course iteration

**Success Metrics**:
- Unit 2A mastery ≥70%
- Unit 2B mastery ≥70%
- Student feedback: <30% report feeling rushed

### Recommendation 1.2: Increase Higher-Order Assessments

**Issue**: Too much emphasis on memorization (70% Remember/Understand items)

**Root Cause**: Assessment items don't match Apply/Analyze objectives

**Proposed Change**: Revise assessment blueprint:
- Reduce Remember items from 14 to 7
- Increase Apply items from 5 to 10
- Add 3 Analyze items

**Expected Impact**:
- Better measure of true understanding
- Force deeper learning (not just memorization)
- Align assessment to stated objectives

**Implementation Effort**: HIGH
- Rewrite 10-15 assessment items
- Update rubrics
- Field test new items

**Implementation Timeline**: 4 weeks

**Success Metrics**:
- Apply-level performance ≥70% (currently 58%)
- Student feedback: <20% report "just memorization"

## Priority 2: Important Improvements (Should Do)

### Recommendation 2.1: Add Real-World Applications

[Same structure: Issue, Root Cause, Proposed Change, Impact, Effort, Timeline, Metrics]

### Recommendation 2.2: Enhance Visual Supports

[Same structure]

## Priority 3: Nice-to-Have Enhancements

### Recommendation 3.1: Add Student Choice Options

[Same structure]

## Implementation Plan

### Phase 1: Critical Fixes (Weeks 1-4)
- [ ] Week 1-2: Split Unit 2, restructure
- [ ] Week 3-4: Revise assessment items

### Phase 2: Important Improvements (Weeks 5-8)
- [ ] Week 5-6: Add real-world applications
- [ ] Week 7-8: Create visual supports

### Phase 3: Enhancements (Weeks 9-12)
- [ ] Week 9-12: Implement choice options

### Resources Needed

- **Time**: 40 hours total (10 hrs/week × 4 weeks)
- **Expertise**: Assessment design consultant for item revision
- **Materials**: $200 for new visual creation tools
- **Testing**: 30 students for field testing items

## Version Tracking

**Version 1.0** (Current):
- Created: Fall 2024
- Student Count: 30
- Average Performance: 72%
- Objective Mastery: 12/18 objectives (67%)
- Issues: Pacing, assessment depth

**Version 1.1** (Planned):
- Release: Spring 2025
- Changes: Unit 2 split, assessment revision
- Expected Performance: 78%
- Expected Mastery: 15/18 objectives (83%)

**Success Indicators for Version 1.1**:
✅ Increase average performance by 6+ percentage points
✅ Achieve ≥70% mastery on all objectives
✅ Reduce "feeling rushed" feedback to <30%
✅ Reduce "just memorization" feedback to <20%

## Next Review Cycle

**When**: End of Spring 2025 term
**Data to Collect**:
- Student performance on revised assessments
- Student feedback surveys
- Instructor observations
- Comparison to Version 1.0 baseline

**Questions to Answer**:
- Did splitting Unit 2 improve mastery?
- Did revised assessments better measure learning?
- What new issues emerged?
- What worked well and should be kept?

---

**Iteration Metadata**:
- **Current Version**: 1.0
- **Recommended Version**: 1.1
- **Change Type**: MINOR (improvements, not redesign)
- **Priority Issues**: 2 critical, 2 important, 1 enhancement
- **Implementation Timeline**: 12 weeks

5. Track Effectiveness Across Versions

## Version Comparison: 1.0 vs 1.1

| Metric | v1.0 (Baseline) | v1.1 (Revised) | Change | Status |
|--------|-----------------|----------------|--------|--------|
| Avg Performance | 72% | 78% | +6% | ✅ Target met |
| Unit 2 Mastery | 45% | 73% | +28% | ✅ Excellent |
| Apply-Level Perf | 58% | 72% | +14% | ✅ Target met |
| Feeling Rushed | 60% | 25% | -35% | ✅ Target met |
| Real-World Value | 45% agree | 78% agree | +33% | ✅ Improved |

**Analysis**:
Version 1.1 successfully addressed all critical issues. Unit 2 mastery increased dramatically (+28 percentage points) after splitting into two units. Assessment revisions led to deeper learning (Apply performance +14%). Student satisfaction improved significantly.

**New Issues Identified in v1.1**:
- Unit 3 now feels rushed by comparison (new pacing issue)
- Need more collaborative activities

**Recommendation for v1.2**:
Address Unit 3 pacing and add collaborative work.

6. CLI Interface

# Analyze all feedback
/curriculum.iterate-feedback --feedback "surveys/,outcomes/,reviews/" --curriculum "curriculum-artifacts/"

# Specific focus
/curriculum.iterate-feedback --focus "assessment" --outcomes "results.csv" --feedback "comments.txt"

# Version comparison
/curriculum.iterate-feedback --compare --v1 "v1.0-data/" --v2 "v1.1-data/"

# Generate revision plan
/curriculum.iterate-feedback --plan --feedback "all-feedback/" --timeline "12 weeks" --resources "medium"

# Help
/curriculum.iterate-feedback --help

Composition with Other Skills

Input from:

• /curriculum.analyze-outcomes - Performance data
• Student surveys and feedback
• Peer review notes

Output to:

• Educator for implementation
• /curriculum.design - For redesign
• /curriculum.develop-* - For revisions

Exit Codes

• 0: Analysis complete, recommendations generated
• 1: Cannot load feedback sources
• 2: Insufficient data for analysis
• 3: No patterns identified
• 4: Invalid comparison versions