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What factors led to the sudden 30% decrease in new patient referrals for Veda Rehabilitation and Wellness's occupational therapy services last month?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Healthcare Industry Knowledge Healthcare Rehabilitation Services Health Technology Product Strategy Data Analysis Root Cause Analysis Healthcare Referral Management
Product Management Root Cause Analysis Question: Investigating sudden decrease in patient referrals for rehabilitation services

Introduction

A sudden 30% decrease in new patient referrals for Veda Rehabilitation and Wellness's occupational therapy services 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.

To tackle this problem, I'll employ a structured approach that covers issue identification, hypothesis generation, validation, and solution development. This methodology ensures a comprehensive examination of all potential factors contributing to the referral decline.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a seasonal component. Has this 30% decrease been compared to the same month last year?

Why it matters: Seasonal fluctuations could explain the drop and impact our solution approach. Expected answer: Yes, it has been compared, and this decrease is unusual for this time of year. Impact on approach: If seasonal, we'd focus on year-over-year trends; if not, we'd investigate recent changes.

  • Considering the specificity of the decrease, I'm wondering about the referral sources. Has there been any change in the mix of referral sources (e.g., hospitals, primary care physicians, insurance companies) in the last few months?

Why it matters: Changes in referral sources could indicate relationship issues or policy changes. Expected answer: There's been a noticeable decrease in referrals from local hospitals. Impact on approach: We'd focus on hospital relationships and any recent changes in their referral processes.

  • Given the healthcare context, I'm curious about insurance coverage. Have there been any recent changes in insurance policies or reimbursement rates for occupational therapy services?

Why it matters: Insurance changes could directly impact patient access and referral patterns. Expected answer: No significant changes in insurance policies have been reported. Impact on approach: We'd shift focus to other factors if insurance isn't a primary driver.

  • Thinking about internal processes, I'm wondering about the referral tracking system. Has there been any recent change or issue with the system used to track and process referrals?

Why it matters: Technical issues could lead to underreporting or misclassification of referrals. Expected answer: The referral tracking system has been stable, with no recent changes or reported issues. Impact on approach: We'd focus more on external factors and marketing efforts if the tracking system is reliable.

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NextSprints

Updated Mar 29, 2025