A transparent and transportable methodology for evaluating Data Linkage software

► A methodology is presented for evaluating data linkage software and systems. ► The methodology uses synthetic data, a pre-defined linkage strategy and standard metrics. ► The synthetic data is representative of real world data and contains known errors. ► The methodology was used to comparatively evaluate ten software packages. ► The methodology can be shared, enabling comparative assessment of results.