Identifying omitted variables requires a thorough understanding of the subject matter and the context of the study. Researchers should conduct a comprehensive literature review and engage with subject matter experts to identify all potential variables that could influence the outcome. Additionally, exploratory data analysis can help in identifying patterns that suggest the presence of omitted variables.