To minimize the underestimation of effect size, researchers should strive for accurate measurement, control for confounding variables, ensure adequate statistical power, and minimize bias. Using validated measurement tools, employing robust study designs, and conducting sensitivity analyses are important steps in this process. Additionally, replication of findings across different populations and settings can help validate the observed effect sizes.