How do you select representative samples while managing limited resources?

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💬 Sampling Strategies in M&E

How do you select representative samples while managing limited resources?

Selecting a representative sample is essential for producing
credible and reliable evaluation results.
However, in real-world monitoring and evaluation contexts, practitioners often face
constraints in time, budget, and access.

This discussion explores how evaluators can balance
methodological rigor with
practical limitations when designing sampling strategies.

🔍 Key Areas to Explore

• How do you ensure your sample is representative of the target population?
• What sampling methods work best under limited resources?
• How do you balance sample size with available budget?
• When is it acceptable to use non-probability sampling?
• What practical challenges have you faced in the field?

🎯 Objective of the Discussion

To share practical strategies for selecting
efficient and representative samples
while working within resource constraints,
ensuring that evaluation findings remain credible and useful.

👉 Join the discussion: Share your experience, tools, and lessons learned from the field.

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