About the Authors

Michael Thelwell

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

m.thelwell@shu.ac.uk

Affiliation Advanced Wellbeing Research Centre, Health Research Institute, Sheffield Hallam University, Sheffield, United Kingdom

Alice Bullas

Contributed equally to this work with: Alice Bullas, Andreas Kühnapfel, John Hart, Peter Ahnert, Jon Wheat

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Advanced Wellbeing Research Centre, Health Research Institute, Sheffield Hallam University, Sheffield, United Kingdom

Andreas Kühnapfel

Contributed equally to this work with: Alice Bullas, Andreas Kühnapfel, John Hart, Peter Ahnert, Jon Wheat

Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Writing – review & editing

Affiliations LIFE Research Center for Civilisation Diseases, Leipzig University, Leipzig, Germany, Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany

John Hart

Contributed equally to this work with: Alice Bullas, Andreas Kühnapfel, John Hart, Peter Ahnert, Jon Wheat

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Advanced Wellbeing Research Centre, Health Research Institute, Sheffield Hallam University, Sheffield, United Kingdom

Peter Ahnert

Contributed equally to this work with: Alice Bullas, Andreas Kühnapfel, John Hart, Peter Ahnert, Jon Wheat

Roles Data curation, Methodology, Project administration, Supervision, Writing – review & editing

Affiliations LIFE Research Center for Civilisation Diseases, Leipzig University, Leipzig, Germany, Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany

Jon Wheat

Contributed equally to this work with: Alice Bullas, Andreas Kühnapfel, John Hart, Peter Ahnert, Jon Wheat

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Advanced Wellbeing Research Centre, Health Research Institute, Sheffield Hallam University, Sheffield, United Kingdom

Markus Loeffler

Roles Conceptualization, Data curation, Funding acquisition, Methodology, Writing – review & editing

‡ ML, MS and SC are joint senior authors on this work.

Affiliations LIFE Research Center for Civilisation Diseases, Leipzig University, Leipzig, Germany, Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany

Markus Scholz

Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Writing – review & editing

‡ ML, MS and SC are joint senior authors on this work.

Affiliations LIFE Research Center for Civilisation Diseases, Leipzig University, Leipzig, Germany, Institute for Medical Informatics, Statistics and Epidemiology, Leipzig University, Leipzig, Germany, IFB Adiposity Diseases, Leipzig University, Leipzig, Germany

Simon Choppin

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

‡ ML, MS and SC are joint senior authors on this work.

Affiliation Advanced Wellbeing Research Centre, Health Research Institute, Sheffield Hallam University, Sheffield, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.