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Product Management Root Cause Analysis Question: Investigating sudden decrease in DBS digibank savings account openings
Image of author vinay

Vinay

Updated Jan 8, 2025

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What factors are causing the sudden 30% decrease in new DBS digibank savings account openings this month?

Data Analysis Problem Solving Strategic Thinking Banking Fintech Digital Services
Data Analysis Product Metrics Root Cause Analysis Customer Acquisition Digital Banking

Introduction

The sudden 30% decrease in new DBS digibank savings account openings this month is a critical issue that demands immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for our product and business.

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 there might be a seasonal component. Has this 30% decrease been compared to the same month last year?

Why it matters: Seasonal trends could explain the fluctuation and impact our approach. Expected answer: Yes, it has been compared, and this decrease is unusual. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than month-over-month.

  • Considering potential system changes, have there been any recent updates to the account opening process or backend systems?

Why it matters: Technical issues could be causing friction in the account opening process. Expected answer: A minor update was pushed two weeks ago. Impact on approach: We'd prioritize investigating the recent update and its potential impact.

  • Thinking about user segments, has this decrease been observed across all demographics, or is it concentrated in specific groups?

Why it matters: Identifying affected segments could point to targeted issues or changes in market dynamics. Expected answer: The decrease is more pronounced among younger users. Impact on approach: We'd focus on understanding what's changed for younger users specifically.

  • Considering external factors, have there been any significant changes in competitor offerings or marketing campaigns recently?

Why it matters: Competitive pressure could be drawing potential customers away. Expected answer: A major competitor launched an aggressive marketing campaign last month. Impact on approach: We'd need to analyze our competitive positioning and marketing strategy.

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