Abstract: A clinical data management system (1) has databases (20), processors in servers (2-4) which are programmed to process clinical data and communicate with user interfaces and external systems interfaces, and at least one database. The system imports source data from disparate clinical site sources into staging databases at refresh intervals, maintains data models, and maps data from the staging databases into the data models, and feeds data from the data models into data delivery databases. There is a uniform refresh frequency for the staging databases. The system output is regularly updated data for clinical site performance, quality and risk metrics to a clinical study team. The data mapper servers identify each of a plurality of source data stages, and transform data from each stage to one or more data models according to one or more mapsets, each mapset defining a transformation.

Abstract: A clinical data management system has databases, processors in servers which are programmed to process clinical data and communicate with user interfaces and external systems interfaces, and at least one database. The system imports source data from disparate clinical site sources into staging databases at refresh intervals, maintains data models, and maps data from the staging databases into the data models, and feeds data from the data models into data delivery databases. There is a uniform refresh frequency for the staging databases. The system output is regularly updated data for clinical site performance, quality and risk metrics to a clinical study team. The data mapper servers identify each of a plurality of source data stages, and transform data from each stage to one or more data models according to one or more mapsets, each mapset defining a transformation.

Abstract: A clinical data management system (1) has databases (20), processors in servers (2-4) which are programmed to process clinical data and communicate with user interfaces and external systems interfaces, and at least one database. The system imports source data from disparate clinical site sources into staging databases at refresh intervals, maintains data models, and maps data from the staging databases into the data models, and feeds data from the data models into data delivery databases. There is a uniform refresh frequency for the staging databases. The system output is regularly updated data for clinical site performance, quality and risk metrics to a clinical study team. The data mapper servers identify each of a plurality of source data stages, and transform data from each stage to one or more data models according to one or more mapsets, each mapset defining a transformation.

Abstract: A clinical data management system (1) has databases (20), processors in servers (2-4) which are programmed to process clinical data and communicate with user interfaces and external systems interfaces, and at least one database. The system imports source data from disparate clinical site sources into staging databases at refresh intervals, maintains data models, and maps data from the staging databases into the data models, and feeds data from the data models into data delivery databases. There is a uniform refresh frequency for the staging databases. The system output is regularly updated data for clinical site performance, quality and risk metrics to a clinical study team. The data mapper servers identify each of a plurality of source data stages, and transform data from each stage to one or more data models according to one or more mapsets, each mapset defining a transformation.

Abstract: A clinical data management system (1) has databases (20), processors in servers (2-4) which are programmed to process clinical data and communicate with user interfaces and external systems interfaces, and at least one database. The system imports source data from disparate clinical site sources into staging databases at refresh intervals, maintains data models, and maps data from the staging databases into the data models, and feeds data from the data models into data delivery databases. There is a uniform refresh frequency for the staging databases. The system output is regularly updated data for clinical site performance, quality and risk metrics to a clinical study team. The data mapper servers identify each of a plurality of source data stages, and transform data from each stage to one or more data models according to one or more mapsets, each mapset defining a transformation.