Introduction
The recent 40% decline in customer engagement with Harri's workforce management dashboard following the latest software update 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.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Understanding the changes helps pinpoint potential friction points. Expected answer: List of major feature changes or UI/UX modifications. Impact on approach: Guides focus on specific areas of the dashboard for investigation.
Why it matters: Identifies if the issue is global or specific to certain user groups. Expected answer: Breakdown of engagement decline by user segments. Impact on approach: Helps prioritize which user groups to focus on for immediate resolution.
Why it matters: Direct user input can provide qualitative insights into the problem. Expected answer: Summary of user feedback trends post-update. Impact on approach: Guides the formation of hypotheses based on user-reported issues.
Why it matters: Technical issues could be a major contributor to reduced engagement. Expected answer: Data on system performance metrics pre and post-update. Impact on approach: Determines if technical optimization should be a primary focus.
Why it matters: Ensures the observed decline is real and not a result of measurement errors. Expected answer: Confirmation of consistent measurement methods and systems. Impact on approach: Validates the reliability of the data we're basing our analysis on.
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