What are Common Challenges in Maintaining Data Quality?
Several challenges can affect data quality in cancer research. These include inconsistent data entry, lack of standardization in data collection methods, and discrepancies between different data sources. Data integration from multiple sources can also introduce errors. Furthermore, privacy concerns and regulatory requirements can limit access to complete datasets, impacting data quality.
