Improving data quality involves: - Standardization: Implementing uniform data collection and coding practices - Training: Educating healthcare providers and data managers on accurate record-keeping - Validation: Regularly checking and validating data for accuracy and completeness - Integration: Combining data from multiple sources to fill gaps and enhance completeness