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Product Management Root Cause Analysis Question: Investigating sudden increase in cart abandonment for healthcare payment portal
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Nextsprints

Updated Jan 22, 2025

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Asked at Tebra

15 mins

What factors are contributing to the sudden 30% increase in abandoned carts on Tebra's online payment portal this week?

Data Analysis Problem Solving User Journey Mapping Healthcare FinTech SaaS
User Experience Root Cause Analysis Payment Systems Healthcare Tech Mobile Optimization

Introduction

The sudden 30% increase in abandoned carts on Tebra's online payment portal this week is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term implications for our payment ecosystem.

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 this could be a recent change. Has there been any update to the payment portal in the last week?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a minor UI update was implemented. Impact on approach: If confirmed, I'd focus on UI-related hypotheses.

  • Considering user segments, I'm curious about the distribution. Are we seeing this increase across all user types or is it concentrated in a specific segment?

Why it matters: Helps narrow down potential causes and affected user groups. Expected answer: The increase is more pronounced among mobile users. Impact on approach: I'd prioritize mobile-specific issues in my analysis.

  • Given the magnitude of the change, I'm wondering about system stability. Have there been any reported outages or performance issues in the past week?

Why it matters: Technical issues can significantly impact user behavior. Expected answer: No major outages, but some intermittent slowdowns were reported. Impact on approach: I'd investigate performance-related hypotheses more closely.

  • Thinking about external factors, has there been any significant change in marketing campaigns or traffic sources recently?

Why it matters: Changes in user acquisition can affect overall metrics. Expected answer: A new social media campaign was launched last week. Impact on approach: I'd consider how new user behavior might be influencing the metric.

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