Quality control is essential in toxicity testing to ensure accurate and unbiased results. Water quality, including temperature and oxygen levels, must be consistently monitored across all containers. Additionally, the containers must be randomly lined up and coded to prevent researchers from knowing the concentrations until the experiment is complete. Multiple experiments should be conducted to validate the results, and detailed reports must be written to facilitate replication.