Sample size determination is crucial in planning a statistical study. Too small samples can give inaccurate results, while too large ones waste time and resources. The appropriate sample size depends on the type of data and study purpose. Factors like data type, precision level, confidence level, variability, effect size, errors, significance level, and test power affect sample size calculation. Different formulas are used for this calculation.