Implementation of a Data-Driven Approach (IDDA) framework

Zenodo (CERN European Organization for Nuclear Research)

Abstract

The Implementation of a Data-Driven Approach (IDDA) framework provides a structured approach for describing and comparing initiatives that use data to support Population Health Management (PHM). It captures the context in which an initiative is implemented, the decision-making processes in which data are intended to generate value, the technical and organizational capabilities that enable data-driven working and the maturity of the initiative. The framework is designed to provide a common structure for documenting data-driven initiatives and to support comparison and learning across initiatives. It links the broader macro-environmental context to the aims, user stories and PHM processes of an initiative, while also documenting the capabilities required to operationalize these processes. The maturity component provides a structured way to describe the stage of development of an initiative. Although developed for PHM, the framework may be applicable to data-driven approaches in other domains with minor adaptations.

Authors 3

1. Els Roorda Aachen

   Leiden University Medical Center

   Affiliation as printed

   Leiden University Medical Center

2. Marc Abraham Bruijnzeels Aachen

   Leiden University Medical Center

   Affiliation as printed

   Leiden University Medical Center

3. Marco René Spruit Aachen

   Leiden University

   Affiliation as printed

   Leiden University