Data collection in clinical trials is becoming complex, with a huge number of variables that need to be recorded, verified, and analyzed to effectively measure clinical outcomes. In this study, we used data warehouse (DW) concepts to achieve this goal. A DW was developed to accommodate data from a large clinical trial, including all the characteristics collected. We present the results related to baseline variables with the following objectives: developing a data quality (DQ) control strategy and improving outcome analysis according to the clinical trial primary end points.
Applying Data Warehousing to a Phase III Clinical Trial From the Fondazione Italiana Linfomi Ensures Superior Data Quality and Improved Assessment of Clinical Outcomes / Zaccaria, G.M., Ferrero, S., Rosati, S., Ghislieri, M., Genuardi, E., Evangelista, A., Sandrone, R., Castagneri, C., Barbero, D., Lo Schirico, M., Arcaini, L., Molinari, A.L., Ballerini, F., Ferreri, A., Omedè, P., Zamò, A., Balestra, G., Boccadoro, M., Cortelazzo, S., Ladetto, M.. - In: JCO CLINICAL CANCER INFORMATICS. - ISSN 2473-4276. - ELETTRONICO. - 3:3(2019), pp. 1-15-15. [10.1200/CCI.19.00049]
Applying Data Warehousing to a Phase III Clinical Trial From the Fondazione Italiana Linfomi Ensures Superior Data Quality and Improved Assessment of Clinical Outcomes
Rosati, Samanta;Ghislieri, Marco;Castagneri, Cristina;Balestra, Gabriella;
2019
Abstract
Data collection in clinical trials is becoming complex, with a huge number of variables that need to be recorded, verified, and analyzed to effectively measure clinical outcomes. In this study, we used data warehouse (DW) concepts to achieve this goal. A DW was developed to accommodate data from a large clinical trial, including all the characteristics collected. We present the results related to baseline variables with the following objectives: developing a data quality (DQ) control strategy and improving outcome analysis according to the clinical trial primary end points.| File | Dimensione | Formato | |
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CCI.19.00049.pdf
Open Access dal 22/04/2020
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https://hdl.handle.net/11583/2764439
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