Vulnerable populations, such as children, pregnant women, and individuals with cognitive impairments, require additional protections in research. Ethical constraints mandate that these groups should be included in research only when absolutely necessary, and with additional safeguards in place. For instance, parental consent and child assent are required for pediatric studies.