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Product Management Root Cause Analysis Question: Investigating decline in S&P Global ESG Scores subscriptions
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Nextsprints

Updated Jan 22, 2025

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What factors are contributing to the 30% decrease in new subscriptions for S&P Global's ESG Scores product this quarter?

Data Analysis Problem Solving Strategic Thinking Financial Services ESG Investing Data Analytics
Product Strategy Root Cause Analysis Financial Services Subscription Metrics ESG Data

Introduction

The 30% decrease in new subscriptions for S&P Global's ESG Scores product this quarter 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 fixes and long-term strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the timing, I'm wondering about recent product changes. Have there been any significant updates to the ESG Scores product in the last quarter?

Why it matters: Product changes can directly impact user adoption and retention. Expected answer: Yes, there was a major UI overhaul. Impact on approach: If confirmed, we'd focus on user experience and adoption metrics.

  • Considering market dynamics, has there been any shift in competitor offerings or pricing?

Why it matters: Competitive pressure can significantly influence subscription rates. Expected answer: A new competitor entered with a lower-priced offering. Impact on approach: We'd need to analyze our value proposition and pricing strategy.

  • Looking at user segments, are we seeing this decrease across all customer types or is it concentrated in specific segments?

Why it matters: Identifying affected segments can pinpoint targeted issues. Expected answer: The decrease is more pronounced in small to medium-sized businesses. Impact on approach: We'd focus on the needs and challenges of this specific segment.

  • Regarding data integrity, has there been any change in how we measure or define new subscriptions?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement or definition. Impact on approach: If confirmed, we can rule out data anomalies and focus on actual performance issues.

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