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Product Management Root Cause Analysis Question: Investigating sudden order decrease in agricultural mobile app
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Nextsprints

Updated Jan 22, 2025

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Asked at DeHaat

15 mins

What caused the sudden 30% decrease in orders for DeHaat's agricultural inputs on the mobile app last week?

Data Analysis Problem-Solving Hypothesis Testing Agriculture Technology E-commerce
Data Analysis Root Cause Analysis User Behavior Mobile Apps AgTech

Introduction

The sudden 30% decrease in orders for DeHaat's agricultural inputs on the mobile app last week is a critical issue that demands immediate attention. As we analyze this product problem, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

I'll approach this issue by first clarifying key details, ruling out external factors, and then diving deep into the product ecosystem, user journey, and relevant metrics. We'll generate data-driven hypotheses, conduct root cause analysis, and develop a comprehensive plan for validation and resolution.

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 related to a recent app update. Has there been any significant change to the app in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was an update. Impact on approach: If yes, we'd focus on changes in that update.

  • Considering user segments, I'm wondering if this decrease is uniform across all user types. Are we seeing this 30% drop consistently across different farmer segments or regions?

Why it matters: Helps identify if it's a global issue or specific to certain users. Expected answer: The decrease varies across segments. Impact on approach: If varied, we'd investigate segment-specific factors.

  • Given the nature of agricultural inputs, I'm curious about seasonality. Is this time of year typically stable for orders, or do we usually see fluctuations?

Why it matters: Seasonal patterns could explain sudden changes. Expected answer: This period is usually stable. Impact on approach: If atypical, we'd rule out seasonal factors and focus on other causes.

  • Thinking about system reliability, have there been any reported issues with order processing or app performance in the last week?

Why it matters: Technical issues can directly impact order completion. Expected answer: No major reported issues. Impact on approach: If issues exist, we'd prioritize technical investigations.

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