The purpose of hypothesis testing is to evaluate the validity of a proposed explanation—a hypothesis—based on empirical evidence. It allows researchers to systematically assess the relationship between variables by designing experiments to gather data. Through statistical analysis, researchers can determine if the evidence supports or refutes the hypothesis, which is fundamental in the scientific method. Hypothesis testing fosters a rigorous understanding of phenomena, guiding researchers in drawing conclusions and making informed decisions that advance knowledge in various fields.