About the Authors

Georg E. Matt

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

gmatt@sdsu.edu

Affiliations Department of Psychology, San Diego State University, San Diego, California, United States of America, Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America

Lydia Greiner

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

Affiliations Department of Psychology, San Diego State University, San Diego, California, United States of America, Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America

Kristina Tran

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

Affiliation Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America

Joseph Gibbons

Roles Formal analysis, Funding acquisition, Methodology, Writing – review & editing

Affiliations Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America, Department of Sociology, San Diego State University, San Diego, California, United States of America

Michael Vingiello

Roles Formal analysis, Investigation, Writing – review & editing

Affiliation Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America

Paula Stigler Granados

Roles Funding acquisition, Writing – review & editing

Affiliations Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America, School of Public Health, San Diego State University, San Diego, California, United States of America

Ronald Shadbegian

Roles Methodology, Writing – review & editing

Affiliations Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America, Department of Economics, San Diego State University, San Diego, California, United States of America

Thomas E. Novotny

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

Affiliations Center for Tobacco and the Environment, San Diego State University, San Diego, California, United States of America, School of Public Health, San Diego State University, San Diego, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.