Misinterpretation of data is another source of invalidity in catalysis. This can occur due to incorrect assumptions about reaction mechanisms, errors in data collection, or over-reliance on modeling without adequate experimental validation. Rigorous data analysis and peer review are essential to ensure the accuracy and reproducibility of catalytic research.