What factors are causing the sudden increase in patient wait times for Kry's mental health services this quarter?

Introduction

The sudden increase in patient wait times for Kry's mental health services this quarter is a critical issue that demands immediate attention. As we analyze this problem, we'll follow a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

I'll begin by clarifying key aspects of the situation, then rule out external factors before diving deep into the product ecosystem, metric breakdown, and data analysis. From there, we'll generate and validate hypotheses, conduct a thorough root cause analysis, and develop a comprehensive plan to resolve the issue and prevent future occurrences.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has there been a significant increase in demand for mental health services compared to the same quarter last year?

Why it matters: Seasonal trends could explain the increase and inform our capacity planning. Expected answer: Yes, there's been a 20% increase compared to last year. Impact on approach: If confirmed, we'd need to focus on scaling our service capacity.

• Considering recent events, I'm wondering about any changes in the patient onboarding process. Have we implemented any new screening or triage procedures in the last quarter?

Why it matters: Changes in onboarding could directly impact wait times. Expected answer: A new mental health assessment questionnaire was added last month. Impact on approach: If true, we'd need to evaluate the efficiency of this new process.

• Given the nature of mental health services, I'm curious about our therapist retention. Has there been any unusual turnover in our mental health professionals recently?

Why it matters: Therapist availability is crucial for managing wait times. Expected answer: Turnover has been stable, but we've struggled to hire new therapists. Impact on approach: This would shift our focus to recruitment and onboarding strategies.

• Thinking about system performance, I'm wondering if there have been any technical issues or outages that could have created a backlog. Have we experienced any significant downtime or performance degradation in our booking system?

Why it matters: Technical issues could directly impact our ability to schedule appointments efficiently. Expected answer: No major outages, but there have been intermittent slowdowns. Impact on approach: We'd need to investigate the technical infrastructure and its impact on scheduling.