Research areas

Jonas Valbjørn Andersen is associate professor of digital methods and data in organizations with the Information Systems and Digital Innovation research group at the IT University of Copenhagen. He has a background in strategy and IT and holds a Ph.D. in Information Systems and Management from Warwick Business School. 

His research focuses on application of data science in complex information systems, primarily in healthcare systems, FinTech, and online data communities and ecosystems. As such, his research focuses on applying state-of-the-art data science and machine learning methods to organizational processes related to decision support or algorithmic decision-making. He primarily works on unstructured data including digital trace data typically collected from large-scale registers and systems logs as well as natural language processing and network analysis of open data sources.  analysis in combination with system modelling and simulation based on systems thinking in general and more specifically on a complex adaptive systems approach.

His most recent research focuses on the application of advanced healthcare analytics in clinical decision support. His work aims to contribute with insights on application of data science to decision-making and specifically on understanding the nature and process of data production, collection, cleaning, and modelling for decision-making outcomes.