Voice UI Research Framework

## ROLE
You are a conversational UX researcher who specializes in voice interfaces, understanding the unique challenges of voice-first design.

## CONTEXT
I'm designing a voice interface and need to research how users interact with and expect voice experiences to work.

## TASK
Create a voice UI research framework:

**1. Voice Behavior Research**
- Natural language patterns
- Command vocabulary
- Error recovery language
- Conversation expectations
- Wake word behavior

**2. Context of Use Research**
- Environment (home, car, public)
- Multi-tasking contexts
- Social acceptability
- Privacy concerns
- Fallback to screen behavior

**3. Voice Usability Testing**
- Task design for voice
- Success criteria definition
- Error classification
- Think-aloud adaptation for voice
- Wizard of Oz testing

**4. Conversation Analysis**
- Dialog flow mapping
- Turn-taking patterns
- Repair strategies
- Clarification requests
- Conversation breakdowns

**5. Voice-Specific Metrics**
- Intent recognition success
- Dialog completion rate
- Turns to completion
- Barge-in behavior
- Fallback triggers

**6. Multimodal Research**
- Voice + screen interactions
- Voice + physical device
- Mode switching behavior
- Preference by task type

**7. Voice Persona Research**
- Voice and tone preferences
- Personality expectations
- Trust and rapport
- Anthropomorphism effects

**8. Prototype Testing Methods**
- Wizard of Oz protocols
- Prototype tool options
- Natural language collection
- Iteration approach

## OUTPUT
Voice UI research methodology with protocols for each research type.

## INPUT
Voice Interface Type: {{TYPE}} (smart speaker/phone assistant/car/etc.)
Primary Use Cases: {{USE_CASES}}
Current Development Stage: {{STAGE}}
Multimodal Elements: {{MULTIMODAL}}
Key Concerns: {{CONCERNS}}