Case Study: Real-Time Data-Driven UX Changes

Weight Management Section Visibility

Observation:

  • Event Name: Weight_Management_Click

  • Event Count: 1,500

  • User Count: 1,200

  • Problem: Low interaction rate due to visibility issues.

Action Taken: We noticed that users were not clicking on the "Weight Management" section as frequently as expected. Heatmap analysis revealed it was not prominently visible on the home screen.

UI Change:

  • Increased the font size.

  • Changed the background color for better contrast.

  • Moved the section to a more prominent position on the home screen.

Result:

  • New Event Count: 3,200 (113% increase)

  • New User Count: 2,800 (133% increase)

Glucose Level Section Visibility

Glucose Level Chart Access

Observation:

  • Event Name: View_All_Gluco_Chart

  • Event Count: 5,343

  • User Count: 5,343

  • Problem: Users had difficulty accessing glucose level charts.

Action Taken: Data indicated that users struggled to find the glucose level chart, as it was nested under multiple menu layers.

UI Change:

  • Added a shortcut tile on the home screen for direct access.

  • Included a tooltip to highlight the new shortcut.

Result:

  • New Event Count: 10,500 (96% increase)

  • New User Count: 9,800 (83% increase)

BP Monitor Section Visibility

BP Monitor Usage Increase

Observation:

  • Event Name: Quick_Measure_BP_Tap

  • Event Count: 880

  • User Count: 880

  • Problem: Low engagement with BP monitoring features.

Action Taken: We observed that users were not utilizing the BP monitor as much as other features.

UI Change:

  • Added educational content about the importance of regular BP monitoring.

  • Introduced reminders and motivational messages for consistent use.

Result:

  • New Event Count: 2,000 (127% increase)

  • New User Count: 1,950 (121% increase)

Onboarding Process Improvement

Observation:

  • Event Name: app_create_account_initiated

  • Event Count: 8,193

  • User Count: 5,970

  • Problem: High drop-off during account creation.

Action Taken: A significant number of users started but did not complete the account creation process.

UI Change:

  • Streamlined the registration form to reduce the number of required fields.

  • Added progress indicators and auto-fill options.

Result:

  • New Event Count: 12,500 (52.6% increase)

  • New User Count: 10,000 (67.5% increase)

Pairing Devices Simplification

Pairing Devices Simplification

Observation:

  • Event Name: Pair_Weighing_Scale

  • Event Count: 1,870,821

  • User Count: 18,484

  • Problem: High user drop-off during the device pairing process.

Action Taken: Data showed a high drop-off rate during the pairing process, indicating it was too complex or time-consuming.

UI Change:

  • Simplified the pairing steps with a guided wizard.

  • Added in-app troubleshooting tips and FAQs.

  • Added new Gifs for better understanding

Result:

  • New Event Count: 2,500,000 (33.6% increase)

  • New User Count: 25,000 (35% increase)

Release 4.0.4: Successful

100% active users and 100% crash-free users

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