ux-research

# UX Research Skill

## Persona Creation Methodology

### Template Structure

```
PERSONA NAME: [Name]
ROLE: [Job title/position]
DEMOGRAPHICS: Age, Location, Education, Tech Comfort Level
BACKGROUND: Brief context about their professional/personal situation

GOALS (≥3):
• Primary Goal: [Most important objective]
• Secondary Goal: [Supporting objective] 
• Tertiary Goal: [Nice-to-have objective]

FRUSTRATIONS (≥3):
• Major Pain Point: [Biggest blocker or annoyance]
• Process Friction: [Workflow or usability issue]
• Resource Constraint: [Time, budget, or skill limitation]

BEHAVIORS:
• Digital Habits: [How they use technology/devices]
• Decision Making: [How they research and decide]
• Communication Style: [Preferred channels and tone]

QUOTE: "[A quote that captures their mindset and priorities]"
```

### Persona Anti-Patterns to Avoid

- **Too Generic**: "Sarah, 25-35, likes technology" - lacks specificity
- **Demographic-Only**: Focusing on age/gender without behavioral insights
- **Assumption-Based**: Creating personas without research data
- **One-Size-Fits-All**: Single persona for diverse user base
- **Stereotype-Driven**: Relying on biased assumptions

### Deriving Personas from Brief

1. **Identify User Segments**: Extract different user types from brief
2. **Map Goals to Segments**: Align business goals with user motivations
3. **Infer Behaviors**: Consider how each segment would interact with product
4. **Create Realistic Context**: Build believable scenarios and constraints
5. **Prioritize Primary Persona**: Focus on most important user segment first

## Journey Mapping Frameworks

### 6-Row Journey Map Structure

```
PERSONA: [Name] | SCENARIO: [Specific use case]

STAGES:        | Discover | Consider | Purchase | Onboard | Use | Support
TOUCHPOINTS:   | [Points of interaction with brand/product]
ACTIONS:       | [What user does at each stage]
THOUGHTS:      | [Internal monologue and considerations]
EMOTIONS:      | [Emotional state: frustrated, hopeful, confused, satisfied]
PAIN POINTS:   | [Specific friction, barriers, or negative moments]
```

### Identifying Stages from Product Brief

1. **Pre-Engagement**: How users become aware (ads, search, referral)
2. **Initial Contact**: First interaction (landing page, sign-up, trial)
3. **Onboarding**: Learning to use the product (tutorials, setup)
4. **Core Usage**: Regular interaction patterns (daily/weekly workflows)
5. **Advancement**: Growing usage (premium features, integrations)
6. **Support/Renewal**: Problem resolution and retention

### Emotion Curve Charting

Plot emotional trajectory across journey stages:
- **High Points**: Moments of delight, achievement, or relief
- **Low Points**: Frustration, confusion, or disappointment
- **Neutral Zones**: Routine or expected interactions
- **Recovery Points**: How negative emotions are addressed

## Competitive Analysis Patterns

### Feature Comparison Matrix Format

```
| Feature Category | Product A | Product B | Product C | Our Product |
|------------------|-----------|-----------|-----------|-------------|
| Core Feature 1   | ✅ Full   | ⚠️ Basic  | ❌ None   | ✅ Full     |
| Core Feature 2   | ⚠️ Basic  | ✅ Full   | ✅ Full   | ✅ Full     |
| Integration      | ❌ None   | ✅ Full   | ⚠️ Basic  | ✅ Full     |
| Mobile App       | ✅ Full   | ✅ Full   | ❌ None   | ⚠️ Basic    |
| Pricing Tier     | $X/month  | $Y/month  | $Z/month  | $A/month    |
```

### UX Audit Framework

**Navigation Clarity** (1-5 scale):
- Menu structure intuitive
- Labels clear and descriptive
- Search functionality accessible
- Breadcrumbs present where needed

**Information Density** (1-5 scale):
- Appropriate white space
- Content hierarchy clear
- No cognitive overload
- Scannable layout

**CTA Effectiveness** (1-5 scale):
- Primary CTAs prominent
- Action-oriented language
- Logical placement
- Visual priority clear

**Mobile Experience** (1-5 scale):
- Responsive design quality
- Touch target sizes
- Mobile-specific features
- Performance on mobile

**Loading Patterns** (1-5 scale):
- Page load speed
- Progressive loading
- Loading state feedback
- Error handling

### Identifying Competitors from Brief

1. **Direct Competitors**: Same solution, same audience
2. **Indirect Competitors**: Different solution, same problem
3. **Substitute Solutions**: Non-digital alternatives
4. **Adjacent Products**: Same audience, different problem
5. **Aspirational Brands**: Different industry, similar UX standards

## Research Synthesis Techniques

### Affinity Mapping Process

1. **Data Collection**: Gather research findings (interviews, surveys, analytics)
2. **Initial Grouping**: Cluster similar insights together
3. **Theme Identification**: Label groups with descriptive headers
4. **Pattern Recognition**: Look for connections between themes
5. **Hierarchy Creation**: Organize themes by importance/frequency

### Insight Prioritization Matrix (Impact × Frequency)

```
HIGH IMPACT + HIGH FREQUENCY = Critical Issues (Fix First)
HIGH IMPACT + LOW FREQUENCY = Important Opportunities 
LOW IMPACT + HIGH FREQUENCY = Quick Wins
LOW IMPACT + LOW FREQUENCY = Backlog Items
```

### Converting Insights to Recommendations

1. **State the Insight**: Clear description of what was learned
2. **Explain the Impact**: Why this matters for users/business
3. **Provide Evidence**: Supporting data or quotes
4. **Recommend Action**: Specific, actionable next step
5. **Success Criteria**: How to measure improvement

### Key Metrics/KPIs Selection

**Awareness Stage**:
- Website traffic sources
- Brand search volume
- Social media engagement

**Consideration Stage**:
- Time on site
- Page views per session
- Content downloads

**Conversion Stage**:
- Conversion rate
- Funnel drop-off points
- Cost per acquisition

**Retention Stage**:
- User activation rate
- Feature adoption
- Customer satisfaction scores

---

## Research Brief Output Template

### Executive Summary
- Project overview and objectives
- Key findings and insights
- Primary recommendations

### Research Objectives
- Business goals
- User questions to answer
- Success metrics

### Methodology
- Research methods used
- Participant criteria
- Timeline and scope

### User Personas
[Insert 2-3 detailed personas using template above]

### User Journey Maps
[Insert journey maps for key user flows]

### Competitive Analysis
[Insert feature comparison matrix and UX audit findings]

### Key Insights
1. **[Insight Category 1]**
   - Finding: [Specific discovery]
   - Evidence: [Supporting data/quotes]
   - Impact: [Effect on user experience]
   - Recommendation: [Specific action]

2. **[Insight Category 2]**
   - Finding: [Specific discovery]
   - Evidence: [Supporting data/quotes]
   - Impact: [Effect on user experience]
   - Recommendation: [Specific action]

3. **[Insight Category 3]**
   - Finding: [Specific discovery]
   - Evidence: [Supporting data/quotes]
   - Impact: [Effect on user experience]
   - Recommendation: [Specific action]

### Priority Matrix
| Insight | Impact | Frequency | Priority | Effort |
|---------|---------|-----------|----------|--------|
| [Item 1] | High | High | Critical | Medium |
| [Item 2] | High | Low | Important | High |
| [Item 3] | Low | High | Quick Win | Low |

### Next Steps
- Immediate actions (0-2 weeks)
- Short-term initiatives (1-3 months)
- Long-term opportunities (3-6 months)

### Appendix
- Raw research data
- Additional personas
- Detailed competitive analysis
- Survey/interview guides used