Standardization: Adopting standardized protocols and measurement techniques can facilitate the integration of data from different studies. Meta-Analysis: Conducting a meta-analysis allows for the aggregation of results from multiple studies, increasing the overall power and reliability of the findings. Data Harmonization: Harmonizing data by converting them into a common format can improve compatibility. Collaboration: Encouraging collaboration between researchers can ensure that studies are designed with compatibility in mind from the outset.