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Product Management Root Cause Analysis Question: Investigating farmer engagement drop in agricultural advisory app
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Nextsprints

Updated Jan 22, 2025

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Asked at DeHaat

15 mins

Why has DeHaat's crop advisory service seen a 20% drop in farmer engagement over the past month?

Data Analysis Problem Solving User Behavior Understanding Agriculture Technology SaaS
Product Strategy User Engagement Data Analysis Root Cause Analysis AgTech

Introduction

DeHaat's crop advisory service has experienced a 20% drop in farmer engagement over the past month, signaling a critical issue that requires 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 the product and its users.

Framework overview

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

Step 1

Clarifying Questions (3 minutes)

  • Considering the timing, I'm wondering if there have been any recent changes to the app or service. Have there been any updates or new features rolled out in the past 1-2 months?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, there was a UI update three weeks ago. Impact on approach: If confirmed, we'd focus on usability issues related to the update.

  • Given the 20% drop, I'm curious about the distribution of this decline. Is the drop uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The drop is more pronounced among smallholder farmers. Impact on approach: We'd investigate factors specific to smallholder farmers' needs and behaviors.

  • Thinking about external factors, I'm wondering about the agricultural calendar. Are we in a period that typically sees lower engagement due to farming cycles?

Why it matters: Seasonal trends could explain temporary engagement drops. Expected answer: It's not typically a low-engagement season. Impact on approach: If confirmed, we'd rule out seasonality and focus on product-specific issues.

  • Considering potential technical issues, I'm curious about the app's performance. Have there been any reported increases in app crashes or loading times?

Why it matters: Technical problems could frustrate users and decrease engagement. Expected answer: There's been a slight increase in reported crashes. Impact on approach: We'd prioritize investigating and resolving technical issues.

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