About the Authors

Mareike Löbberding

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

mareike.loebberding@uk-koeln.de

Affiliation Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany

Heidrun Golla

Roles Methodology, Resources, Writing – review & editing

Affiliations Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany, Department of Palliative Medicine, University Medical Center Göttingen, Goettingen, Germany

Anna Wolf

Roles Data curation, Formal analysis, Writing – review & editing

Affiliation Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany

Sukhvir Kaur

Roles Project administration, Writing – review & editing

Affiliation Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany

Steffen T. Simon

Roles Resources, Writing – original draft

Affiliations Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany, Faculty of Medicine and University Hospital, Center for Integrated Oncology Aachen-Bonn-Cologne-Duesseldorf (CIO ABCD), Cologne, Germany, Faculty of Medicine and University Hospital, University of Cologne, Center for Health Services Research, Cologne, Germany

Veronika Dunkl

Roles Resources, Writing – review & editing

Affiliation Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany

Julia Strupp

Roles Conceptualization, Writing – review & editing

Affiliation Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany

Raymond Voltz

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliations Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany, Faculty of Medicine and University Hospital, Center for Integrated Oncology Aachen-Bonn-Cologne-Duesseldorf (CIO ABCD), Cologne, Germany, Faculty of Medicine and University Hospital, University of Cologne, Center for Health Services Research, Cologne, Germany

Kerstin Kremeike

Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Faculty of Medicine and University Hospital, Department of Palliative Medicine, University of Cologne, Cologne, Germany

Competing Interests

The authors have declared that no competing interests exist.