This commentary provides a primer on the tradeofs inherent in data harmonization for researchers who are considering undertaking such eforts or seek to evaluate the quality of existing ones.

Data Harmonization is an essential part of Data Cloud. With Data Harmonization (Data Modeling), we can create a 360 view of our customers by merging data from multiple sources. This gives …

This chapter explains the practical steps for data harmonization, for the mapping of data elements to a data model and for developing specifications for electronic messages and documents.

Our framework introduces a new perspective on data harmonization that supports varied applications at multiple scales, from curating data for ingestion into permanent storage to rapid …

Basel Committee on Banking Supervision: Data harmonization and cross-industry data comparability are key components of BCBS Standard 239.

Data harmonization ensures that the data required by regulatory authorities to conduct procedures and formalities for goods clearance across borders is simple, clear and free of redundancies.

Section 1 provides an overview of the steps in the data harmonization process. Section 2 details the initial data harmonization process for selecting data elements to be included and describes …