HealTrack: Simplifying Post-Surgery Recovery Tracking

ROLE

AI Product Designer

SERVICE

Application Design

INDUSTRY

Healthcare

STATUS

In Progress

๐Ÿš€ Quick summary

Tracking recovery after surgery is crucial, yet many patients struggle to do so. Between post-surgery fatigue, accessibility barriers, and a lack of motivation, logging recovery progress often gets neglected. HealTrack is designed to change that. By offering a simple and accessible way to track daily recovery, it helps patients stay engaged and informed about their healing process.

THE PROBLEM

๐Ÿ’กWhy Patients Struggle with Recovery Tracking?

๐Ÿ”น Patients struggle with tracking recovery due to:

  • Physical and cognitive fatigue after surgery
  • Complex or inaccessible digital tracking tools
  • Lack of motivation and unclear benefits of consistent logging

๐Ÿ”น The impact of non-compliance:

  • Patients with <80% adherence have 2x higher complication rates (41.2% vs. 20.4%)
  • Increased hospital readmissions and prolonged recovery time

THE SOLUTION

โœ… One-Tap AI-Powered Logging

HealTrack removes tracking barriers with:
โœ” One-Tap Logging โ€“ Quick, intuitive symptom tracking
โœ” AI-Powered Voice Input โ€“ Hands-free logging for accessibility
โœ” Simplified Interface โ€“ Designed for patients with limited mobility or tech proficiency

How it solves the problem: 
โœ” Removes complexity โ†’ Tap or speak, no manual input required
โœ” Increases accessibility โ†’ Adapts to different patient needs
โœ” Encourages adherence โ†’ Reduces friction in daily tracking

EVALUATION

๐Ÿ”„ Learnings & Next Steps

Next Steps: 

โœ” Refine Voice Logger UI to reduce misclick rate
โœ” Implement Hybrid Logging (voice generates tags + tap confirms edits)
โœ” Add Gamification (streaks, milestones) to improve consistency
โœ” Test alternative UI methods for logging based on best practices

 Key Learnings

  • User Journey Mapping uncovered critical points where tracking fails and how to improve engagement.
  • Accessibility is a must in healthcare UX โ€“ providing multiple input methods ensures broader adoption.
  • AI needs to enhance usability, not complicate it โ€“ voice input should suggest structured symptom tags for faster logging.
  • Behavioral tradeoff in UX: Patients value both speed and expressiveness, requiring a hybrid solution.

๐Ÿ“Œ Final Takeaway

Speed vs. Expressiveness is a key UX tradeoff in healthcare. Patients need both efficiency and control when tracking recovery. A hybrid AI-powered logging system can optimize usability while ensuring personalized symptom tracking.

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