How Does Data Fragmentation Affect Toxicological Research?
The impact of data fragmentation on toxicological research is significant:
- Hindered Data Integration: Fragmented data complicates the integration process, making it difficult for researchers to compile comprehensive datasets for analysis. - Inconsistent Data Quality: Variability in data standards can lead to inconsistencies in data quality, affecting the reliability of research findings. - Increased Analysis Complexity: Researchers must invest additional time and resources to harmonize fragmented data, slowing down the research process.
