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Product Management Root Cause Analysis Question: Xiaomi Mi Band 6 heart rate monitoring accuracy decline investigation

Asked at Xiaomi

12 mins

Why has the Xiaomi Mi Smart Band 6's heart rate monitoring accuracy fallen below 90% in recent user tests?

Data Analysis Problem Solving Technical Understanding Consumer Electronics Fitness Technology Health Tech
Product Improvement Root Cause Analysis Wearable Tech Xiaomi Sensor Accuracy

Introduction

The Xiaomi Mi Smart Band 6's heart rate monitoring accuracy falling below 90% in recent user tests is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications for the product.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent software update. Has there been any firmware or app updates in the last 30 days?

Why it matters: Software changes often impact sensor performance. Expected answer: Yes, a firmware update was released 3 weeks ago. Impact on approach: If confirmed, we'd focus on regression testing and code review.

  • Considering user segments, I'm curious about the testing methodology. Can you provide details on the user test conditions and sample size?

Why it matters: Test conditions significantly influence heart rate accuracy. Expected answer: Tests were conducted on 100 users during various activities. Impact on approach: This would help determine if the issue is universal or activity-specific.

  • Thinking about hardware, has there been any change in the manufacturing process or components recently?

Why it matters: Component changes can affect sensor performance. Expected answer: No recent changes in hardware or manufacturing. Impact on approach: If confirmed, we'd shift focus away from hardware issues.

  • Regarding competitive landscape, have there been any recent changes in how accuracy is measured in the industry?

Why it matters: Industry standards can impact perceived performance. Expected answer: No significant changes in industry measurement standards. Impact on approach: This would help rule out external factors affecting the metric.

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