Why has the average time to first milestone achievement for new Omada Weight participants increased by 20% in the last 60 days?

Introduction

The recent 20% increase in average time to first milestone achievement for new Omada Weight participants over the last 60 days is a concerning trend that requires immediate attention. This metric is crucial for user engagement and long-term success of the program. I'll approach this issue 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 recent timing, I'm wondering about any product changes. Have there been any significant updates to the Omada Weight program in the last 90 days?

Why it matters: Recent changes could directly impact user behavior and milestone achievement. Expected answer: Yes, we updated the onboarding process. Impact on approach: If true, I'd focus on analyzing the new onboarding flow and its effect on user engagement.

• Considering user segments, has this increase been consistent across all demographics, or are certain groups more affected?

Why it matters: Identifying specific affected groups could point to targeted issues. Expected answer: The increase is more pronounced in users over 50. Impact on approach: I'd investigate factors that might disproportionately affect older users.

• Thinking about external factors, have there been any changes in marketing strategies or user acquisition channels?

Why it matters: Changes in user acquisition could lead to a different user base with varying engagement levels. Expected answer: We've increased social media advertising. Impact on approach: I'd analyze the quality and expectations set by recent marketing campaigns.

• Regarding the milestone definition, has there been any change in how we measure or define the first milestone?

Why it matters: A change in measurement could explain the perceived increase without actual user behavior change. Expected answer: No changes to milestone definitions. Impact on approach: If unchanged, I'd focus on user behavior and product experience factors.