Determining the right sample size involves considering factors such as the expected effect size, the level of confidence you want to achieve, and the acceptable margin of error. Tools like sample size calculators can help, allowing you to input these variables and providing a recommended sample size. By using an adequately large test group, you can ensure that your results are robust and actionable.