DataSHIELD is a groundbreaking approach in the field of Epidemiology that facilitates the analysis of sensitive data without the need to share the data itself. This method ensures that researchers can collaborate and perform statistical analyses on distributed datasets while maintaining data privacy and confidentiality. By keeping data at its original location and only sharing the analytical results, DataSHIELD mitigates the risk of data breaches and preserves individuals' privacy.