About the Authors

Helai Huang

Contributed equally to this work with: Helai Huang, Qingyi Yin

Affiliation Urban Transport Research Center, School of Traffic and Transportation Engineering, Central South University, Changsha, 410075, China

Qingyi Yin

Contributed equally to this work with: Helai Huang, Qingyi Yin

Affiliation Urban Transport Research Center, School of Traffic and Transportation Engineering, Central South University, Changsha, 410075, China

David C. Schwebel

Affiliation Department of Psychology, University of Alabama at Birmingham, Birmingham, 35294, United States of America

Li Li

Affiliation Department of Epidemiology, School of Public Health, West Virginia University, Morgantown, West Virginia, United States America

Guoqing Hu

huguoqing009@gmail.com

Affiliation Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, China

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: HH GH QY. Performed the experiments: HH QY GH. Analyzed the data: HH QY GH DS LL. Contributed reagents/materials/analysis tools: HH QY GH DS LL. Wrote the paper: HH QY GH DS LL.