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Product Management Root Cause Analysis Question: Investigating Care.com's background check completion rate decline
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Nextsprints

Updated Jan 22, 2025

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Why has Care.com's background check service seen a 30% drop in completion rates over the past month?

Data Analysis Problem Solving User Experience Childcare Services Online Marketplaces Trust and Safety
Product Analytics User Trust Root Cause Analysis Background Checks Care.com

Introduction

Care.com's background check service has experienced a significant 30% drop in completion rates over the past month, raising concerns about user trust and platform safety. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the service and overall platform.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development to address the completion rate decline.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might have been a recent change to the background check process. Has there been any modification to the background check workflow or user interface in the last 1-2 months?

Why it matters: Recent changes could directly impact user behavior and completion rates. Expected answer: Yes, there was a UI update to the background check flow. Impact on approach: If confirmed, we'd focus on analyzing the specific changes and their potential effects on user experience.

  • Considering user segments, I'm wondering if this drop is uniform across all user types. Are we seeing similar declines for both care providers and care seekers, or is one group more affected?

Why it matters: Different user groups may have different motivations and pain points. Expected answer: The decline is more pronounced among care providers. Impact on approach: We'd prioritize investigating provider-specific issues and motivations.

  • Given the magnitude of the drop, I'm curious about any external factors. Have there been any recent negative press or social media discussions about background checks or data privacy on Care.com?

Why it matters: External perceptions can significantly influence user trust and willingness to complete checks. Expected answer: There have been some discussions about data privacy in social media. Impact on approach: We'd need to consider both product changes and external communication strategies.

  • Thinking about the completion funnel, I'm interested in where users are dropping off. Do we have data on which step of the background check process is seeing the highest abandonment rate?

Why it matters: Identifying specific pain points in the process can guide targeted improvements. Expected answer: There's a significant drop-off at the personal information input stage. Impact on approach: We'd focus on simplifying and clarifying that specific step in the process.

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