Determining appropriate sample size for a project depends on which element?

Sampling and Survey Methodology (Certification Reading List) confirms: "Sample size decisions hinge on the desired confidence level—how sure you want to be that findings are not due to random chance"​.

Higher confidence levels require larger sample sizes.