Why has the average patient rating for doctors on ZnanyLekarz declined from 4.5 to 4.0 stars in the past quarter?

Introduction

The decline in average patient ratings for doctors on ZnanyLekarz from 4.5 to 4.0 stars over the past quarter is a concerning trend that requires immediate attention. This issue could significantly impact user trust, platform credibility, and overall business performance. I'll approach this problem systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Given the timing, I'm wondering about recent platform changes. Have there been any significant updates to the rating system or user interface in the past quarter?

Why it matters: Platform changes could directly impact user behavior and ratings. Expected answer: Yes, we implemented a new review verification process. Impact on approach: If true, I'd focus on the new process's impact on rating distribution.

• Considering user segments, I'm curious about rating trends across different specialties. Are we seeing uniform declines across all doctor specialties, or are some more affected than others?

Why it matters: Helps identify if the issue is systemic or specific to certain groups. Expected answer: General practitioners have seen a sharper decline compared to specialists. Impact on approach: I'd investigate factors unique to the most affected specialties.

• Thinking about external factors, has there been any significant change in the competitive landscape or healthcare policies that might influence patient expectations?

Why it matters: External pressures could be altering patient perceptions and behaviors. Expected answer: No major changes, but a new competitor entered the market last month. Impact on approach: I'd analyze the new competitor's offering and its potential impact on user expectations.

• Regarding data integrity, can we confirm that the rating calculation methodology has remained consistent, and there haven't been any technical issues affecting data collection?

Why it matters: Ensures we're dealing with a real trend, not a technical anomaly. Expected answer: The methodology is unchanged, but we did migrate to a new database system. Impact on approach: I'd scrutinize the data migration process and its potential effects on rating calculations.