In research,
sampling matters more than advanced statistical techniques. Matching sampling methods to study goals, minimizing bias, and ensuring representativeness lead to
valid, reliable, and impactful findings. Probability sampling remains best for surveys and policy-driven studies, while purposive sampling excels in
qualitative research. Ultimately, effective sampling is the
foundation of trustworthy research and should always be prioritized for meaningful results.