While RCTs are invaluable for assessing treatment efficacy, they are not always feasible or ethical. In such cases, observational studies provide supplementary insights. These studies observe the effects of treatments in real-world settings without random assignment. Although they are more susceptible to biases, sophisticated statistical methods can mitigate these issues, offering valuable information on treatment effectiveness and safety.