Why has the average watch time for PhysicsWallah's recorded video lectures on NEET preparation declined from 45 minutes to 25 minutes per session in the last quarter?

Introduction

The decline in average watch time for PhysicsWallah's recorded NEET preparation video lectures from 45 to 25 minutes per session in the last quarter is a significant issue that requires thorough analysis. This drop could impact student engagement, learning outcomes, and ultimately, PhysicsWallah's market position in the competitive ed-tech space. I'll approach this problem systematically, considering various factors that could contribute to this decline and proposing data-driven solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has there been any change in student behavior or engagement patterns that typically occur during this quarter?

Why it matters: Seasonal trends could explain temporary fluctuations in watch time. Expected answer: No significant seasonal patterns have been observed in previous years. Impact on approach: If seasonal, we'd focus on adapting content to maintain engagement during this period.

• Considering the specific metric, I'm curious about the distribution of watch times. Are we seeing a uniform decrease across all videos, or are there outliers skewing the average?

Why it matters: This helps identify if the issue is systemic or limited to specific content. Expected answer: The decrease is relatively uniform across most videos. Impact on approach: A uniform decrease would suggest a broader issue with the platform or content strategy.

• Given the ed-tech landscape, I'm wondering if there have been any significant changes in the competitive environment. Have any major competitors launched new features or content that might be drawing students away?

Why it matters: External competitive factors could be influencing student behavior. Expected answer: No major competitive shifts have been observed. Impact on approach: If competition is a factor, we'd need to reassess our value proposition and differentiators.

• Thinking about the product itself, have there been any recent changes to the video player, user interface, or content delivery system that might affect how students interact with the lectures?

Why it matters: Technical changes could inadvertently impact user behavior. Expected answer: A minor update to the video player was implemented at the start of the quarter. Impact on approach: If technical, we'd focus on rolling back changes or optimizing the new features.