What caused the sudden 30% decrease in healthcare facility sign-ups on ShiftKey's platform last week?

Introduction

The sudden 30% decrease in healthcare facility sign-ups on ShiftKey's platform last week is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for our product and business.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into our product, user journey, and metrics. We'll generate data-driven hypotheses, conduct root cause analysis, and develop a comprehensive plan for validation and resolution.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be related to a recent product change. Have there been any significant updates to the platform in the past two weeks?

Why it matters: Recent changes could directly impact sign-up rates. Expected answer: Yes, we rolled out a new onboarding flow. Impact on approach: If true, we'd focus on analyzing the new flow's impact.

• Considering the specificity of the decrease, I'm wondering about our measurement accuracy. Has there been any change in how we track or define healthcare facility sign-ups?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes to tracking methods. Impact on approach: If changed, we'd need to reassess our data collection first.

• Given the healthcare industry's cyclical nature, I'm curious about seasonality. Is this decrease out of line with historical trends for this time of year?

Why it matters: Helps distinguish between normal fluctuations and anomalies. Expected answer: This decrease is unusual for the season. Impact on approach: If seasonal, we'd need to understand why this year is different.

• Thinking about market dynamics, have there been any significant changes in the competitive landscape recently?

Why it matters: External factors could be drawing potential clients away. Expected answer: No major changes noted. Impact on approach: If competition has changed, we'd need to assess our market positioning.