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Justify Your Sampling Method #ThesisTips #SamplingMethod #youtubeshorts

🎯 Thesis Tip: Justify Your Sampling Method! 🎓📊

When writing Chapter 3, it’s not enough to state your sampling method — you must justify why it’s the most suitable for your research. This shows that your choices are deliberate, logical, and aligned with your objectives. 🧠✅

Here’s how to do it 👇

1️⃣ Link to Research Purpose – Explain how your sampling method supports your study’s goals.
💡 Example: “Purposive sampling was used to select participants who had direct experience with the Nihongo program, ensuring in-depth and relevant insights.”

2️⃣ Emphasize Relevance – Justify why your sample represents the population effectively.
💡 Example: “Random sampling was chosen to ensure each student had an equal chance of selection, reducing bias and enhancing generalizability.”

3️⃣ Highlight Practicality – Mention logistical or ethical reasons behind your choice.
💡 Example: “Convenience sampling was adopted due to accessibility constraints during the pandemic, while still ensuring diverse representation.”

4️⃣ Address Validity and Reliability – Show how your method contributes to trustworthy findings.
💡 Example: “Stratified sampling increased reliability by ensuring proportional representation of students across grade levels.”

✅ Pro Tip: Every sampling method has strengths and limitations — acknowledge both! This demonstrates transparency and critical awareness.

🧩 In short: Your sampling justification should answer “Why this method?” and “How does it strengthen the study?”

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