What factors are causing the sudden increase in cancellation rates for Triage Staffing's allied health professional assignments?

Introduction

The sudden increase in cancellation rates for Triage Staffing's allied health professional assignments 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 the business.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into the product ecosystem, user journey, and metric breakdown. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the assignment process. Has there been any modification to how assignments are allocated or communicated to health professionals in the last 3-6 months?

Why it matters: Recent changes could directly impact cancellation rates. Expected answer: Yes, we implemented a new automated assignment system. Impact on approach: If true, I'd focus on system usability and potential bugs.

• Considering user segments, I'm curious about the distribution of cancellations. Are we seeing this increase across all types of allied health professionals, or is it concentrated in specific specialties?

Why it matters: Helps identify if the issue is systemic or specific to certain user groups. Expected answer: The increase is more pronounced among physical therapists and occupational therapists. Impact on approach: I'd investigate factors specific to these specialties if this is the case.

• Thinking about the metric itself, I'm wondering about the definition of a "cancellation." Has there been any change in how cancellations are tracked or categorized recently?

Why it matters: Ensures we're comparing apples to apples in our data analysis. Expected answer: No changes in the definition or tracking method. Impact on approach: If there were changes, I'd need to adjust our historical comparisons.

• Considering external factors, I'm curious about any recent regulatory changes in the healthcare industry. Have there been any new compliance requirements or policy shifts that might affect allied health professionals' ability to take on assignments?

Why it matters: External regulatory factors could significantly impact cancellation rates. Expected answer: There have been some discussions about new licensing requirements, but nothing implemented yet. Impact on approach: If regulatory changes are looming, I'd consider how anticipation of these changes might be affecting behavior.