Ensuring methodological rigor involves careful study design, appropriate sample sizes, and robust statistical analyses. Reproducibility and transparency are also critical, necessitating detailed reporting of experimental procedures and sharing of raw data. Peer review and replication studies further enhance the credibility of research findings.