About the Authors

David Winkelmann

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

david.winkelmann@uni-bielefeld.de

Affiliation Department for Empirical Methods, Bielefeld University, Bielefeld, North Rhine-Westphalia, Germany

Matthias Ulrich

Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing

Affiliation Department for Management Science and Business Analytics, Bielefeld University, Bielefeld, North Rhine-Westphalia, Germany

Michael Römer

Roles Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department for Management Science and Business Analytics, Bielefeld University, Bielefeld, North Rhine-Westphalia, Germany

Roland Langrock

Roles Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department for Empirical Methods, Bielefeld University, Bielefeld, North Rhine-Westphalia, Germany

Hermann Jahnke

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

Affiliation Department for Management Science and Business Analytics, Bielefeld University, Bielefeld, North Rhine-Westphalia, Germany

Competing Interests

The authors have declared that no competing interests exist.