Transforming Tracking Data
into Actionable Insights
Users Struggle to Interpret Progress Without Clear Trends and Context
Insights were gathered through usability feedback on the MVP (M2 F1 38±6), review of tracking interactions and analysis of user comments. Four key issues consistently emerged:
Limited Activity Options
Unclear Calorie Relationship
Low Tracking Engagement
Static vs. Dynamic Metrics
Goals and Principles
Design Goals
01 Improve Activity Selection
Expand and organise activity options to better match diverse user needs and workout routines.
02 Clarify Calorie Relation
Make the connection between calories consumed and burned immediately clear and understandable.
03 Encourage Interaction
Drive engagement with tracking features through meaningful trend analysis and visualisations.
04 Replace Static targets
Shift from point in time targets to dynamic indicators that show progress and patterns.
Design Principles
Prioritise change over time to provide context and meaning.
Show how metrics connect to help users understand their overall balance.
Focus on insights and interpretation, not just raw numbers.
Provided MVP
Activity options felt limited
Calorie intake vs burn lacked clarity
No trend based analysis
Static goal setting
Initial Design
KEY IMPROVEMENTS
-> Refined and optimised existing activity options
-> Separated calories in vs out for cleaner comparison
-> Introduced time based progress views
-> Added a goals entry point
User Testing
Testing was done on the Initial Solution helping shape the Final Design
Final Design
Interact with the app! (hint: click the activity section)
Expected Outcomes
As a conceptual project, the updated experience aims to increase engagement with tracking features, improve user satisfaction with dynamic displays and help users better understand performance trends.
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