About the Authors

Charles Courtemanche

Contributed equally to this work with: Charles Courtemanche, Joseph Garuccio, Anh Le, Joshua Pinkston, Aaron Yelowitz

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

courtemanche@uky.edu

Affiliation Department of Economics, Gatton College of Business and Economics, University of Kentucky, Lexington, Kentucky, United States of America

Joseph Garuccio

Contributed equally to this work with: Charles Courtemanche, Joseph Garuccio, Anh Le, Joshua Pinkston, Aaron Yelowitz

Roles Data curation, Formal analysis, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Economics, Andrew Young School of Policy Studies, Georgia State University, Atlanta, Georgia, United States of America

Anh Le

Contributed equally to this work with: Charles Courtemanche, Joseph Garuccio, Anh Le, Joshua Pinkston, Aaron Yelowitz

Roles Data curation, Formal analysis, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Economics, Gatton College of Business and Economics, University of Kentucky, Lexington, Kentucky, United States of America

Joshua Pinkston

Contributed equally to this work with: Charles Courtemanche, Joseph Garuccio, Anh Le, Joshua Pinkston, Aaron Yelowitz

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

Affiliations Department of Economics, Gatton College of Business and Economics, University of Kentucky, Lexington, Kentucky, United States of America, Department of Economics, College of Business, University of Louisville, Louisville, Kentucky, United States of America

Aaron Yelowitz

Contributed equally to this work with: Charles Courtemanche, Joseph Garuccio, Anh Le, Joshua Pinkston, Aaron Yelowitz

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

Affiliation Department of Economics, Gatton College of Business and Economics, University of Kentucky, Lexington, Kentucky, United States of America

Competing Interests

The authors have declared that no competing interests exist.