Unmoderated Usability Study Synthesis

Template Overview

Asynchronous, unmoderated user testing enables rapid qualitative data collection at scale. However, synthesizing dozens of independent session recordings requires rigorous taxonomy and pattern detection. The Unmoderated Usability Study Synthesis template organizes task completion rates, time-on-task benchmarks, and ergonomic breakdowns in Markdown.

Markdown Template Structure

Copy the block below or click Download .md File to add this template directly to your personal vault:

---
title: "Unmoderated Study Synthesis: [Study Topic]"
date: [YYYY-MM-DD]
researcher: "[[Lead Researcher]]"
sample_size: 20
target_platform: "macOS Desktop Client"
average_session_duration: "14m 22s"
overall_completion_rate: "85%"
tags: [ux-research, unmoderated-study, usability, synthesis]
---

# Unmoderated Usability Study Synthesis — [Study Topic]

## 1. Study Goals & Cohort Composition
- **Primary Research Question:** Can new users record a meeting, review the transcript, and export the summary within 5 minutes without guidance?
- **Cohort Demographics:** 20 knowledge workers (10 software engineers, 5 engineering managers, 5 product designers).

## 2. Quantitative Task Performance Metrics
| Task ID | Task Description | Success Rate | Avg Time (mm:ss) | Misclick Rate | SUS Rating |
|---|---|---|---|---|---|
| **T01** | Grant macOS microphone permissions | 100% | 00:24 | 2% | 94 |
| **T02** | Start recording and choose model | 85% | 01:12 | 14% | 76 |
| **T03** | Apply meeting summary template | 90% | 00:45 | 5% | 88 |
| **T04** | Export note to local vault folder | 80% | 01:50 | 22% | 68 |

## 3. Qualitative Friction Observations
### Friction Point 1: Model Download Confusion (Task T02)
- **Observed Behavior:** 3 out of 20 participants hesitated when prompted to select between Whisper Small and Medium, unsure of memory implications.
- **Participant Verbatim:** *"I didn't know if 'Medium' would slow down my MacBook Air or drain battery while on Zoom."*
- **Frequency:** 15% of sessions recorded visible cursor hovering for >20 seconds.

### Friction Point 2: File Export Destination (Task T04)
- **Observed Behavior:** 4 participants expected automatic auto-save into their standard Documents folder rather than picking a vault path.
- **Participant Verbatim:** *"Where did that Markdown file actually go on my hard drive?"*

## 4. Key Takeaways & Recommendations
> [!TIP] UX Enhancement
> Add a recommended badge to the default Whisper model showing estimated RAM usage (e.g., 'Whisper Small — Recommended: 1GB RAM').

## 5. Engineering & Design Action Items
- [ ] Add explicit RAM and speed indicators to model selector modal.
- [ ] Add 'Reveal in Finder' button immediately following export completion.

Filled Real-World Example

Here is a realistic example demonstrating how this template captures actual deliberations:

---
title: "Unmoderated Study: Onboarding Flow v3"
date: 2026-10-05
researcher: "[[Devin Zhao]]"
sample_size: 25
target_platform: "macOS Desktop"
average_session_duration: "11m 40s"
overall_completion_rate: "88%"
tags: [ux-research, unmoderated, onboarding]
---

# Unmoderated Usability Study Synthesis — Onboarding Flow v3

## 1. Executive Summary
Devin Zhao reviewed 25 unmoderated user recordings evaluating onboarding flow v3. 22 of 25 participants completed the full audio recording and note creation loop in under 8 minutes without errors.

## 2. Key UX Successes
The one-click audio permission flow had zero drop-offs. Participants appreciated that the app did not prompt for email registration or cloud sign-in before letting them record.

## 3. Recommended Polish
Three users asked for an audible chime when background transcription finishes.

When to Use and When to Avoid

When to Use

• Use when synthesizing batches of recorded usability sessions from tools like UserTesting or Lookback.
• Use to benchmark task completion times across iterative product releases.
• Use to present clear quantitative and qualitative evidence to engineering teams.

When to Avoid

• Avoid using for open-ended generative interviews requiring dynamic probing.
• Avoid using when testing highly technical workflows requiring expert guidance.

On-Device AI Integration

Summarize your recording in Oyma with this local instruction:

Analyze the unmoderated usability study observations:
1. Aggregate task success rates and calculate average duration per milestone.
2. Identify the top 3 friction patterns with timestamps and participant quotes.
3. Formulate concrete design and engineering recommendations in Markdown.

Your data remains securely on your Mac with zero cloud exposure.