Data analysis in nursing faces several challenges, including data privacy concerns, data quality issues, and the complexity of integrating multiple data sources. Ensuring data integrity and confidentiality is paramount, especially when dealing with sensitive health information. Additionally, nurses may require specialized training to effectively use advanced data analytics tools.