Several challenges can impact the reliability of outcome analysis: - Confounding Variables: Factors that may distort the true relationship between exposure and outcome. - Bias: Systematic errors in data collection or analysis. - Loss to Follow-Up: Participants dropping out of the study, leading to incomplete data. - Measurement Error: Inaccuracies in how outcomes or exposures are measured.