What Challenges Are Associated with Data Standardization?
Despite its benefits, data standardization faces several challenges:
Diverse Data Sources: Different laboratories may use varied methodologies and instruments, making it difficult to standardize data. Resistance to Change: Researchers may be reluctant to adopt new standards and protocols. Resource Intensive: Developing and maintaining standardized data systems can require significant time and resources. Evolving Field: As catalysis research advances, standards may need continuous updating to accommodate new findings and technologies.
