Table 3 Chronological order of process steps separated by type of source data
From: Conceptual design of a generic data harmonization process for OMOP common data model
Process number/ Type of source data | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|
Clinical data | Dataset specification | Data profiling | Vocabulary identification | Coverage analysis of vocabularies | Structural mapping | Semantic mapping | ETL-process | Quantitative data quality analyses | Qualitative data quality analyses |
Claims data | Dataset specification | Vocabulary identification | Coverage analysis of vocabularies | Data profiling | Semantic mapping | Structural mapping | ETL-process | Qualitative data quality analyses | Quantitative data quality analyses |
Clinical data and/or claims data | Dataset specification | Data profiling | Vocabulary identification | Coverage analysis of vocabularies | Semantic mapping | Structural mapping | ETL-process | Qualitative data quality analyses | Quantitative data quality analyses |