What helps to keep the experiment valid?

To keep an experiment valid, it's essential to control variables by ensuring that only the independent variable is manipulated while all other factors remain constant. This minimizes confounding influences that could skew results. Additionally, using a sufficient sample size and random assignment helps enhance the reliability and generalizability of the findings. Lastly, proper blinding techniques can reduce bias in data collection and analysis.