A data linkage system including a data collection system that collects data held by an information system and a data storage system that stores data held by a plurality of the information systems and collected by the data collection system includes a processing monitoring system that monitors processing at each stage on data in the data linkage system, and when processing which failed is detected, the processing monitoring system has this processing re-executed.