To minimize experimental variability, researchers can adopt the following strategies:
Standardize catalyst preparation protocols to ensure consistency in catalyst properties. Maintain stringent control over reaction parameters and use precise instrumentation to monitor conditions. Utilize robust and validated measurement techniques to ensure accurate and reproducible data. Adopt consistent data analysis methods and apply statistical tools to assess variability.
