About the Authors

Xiaobing Zhou

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

Affiliations School of Business Administration, Henan Polytechnic University, Jiaozuo, China, School of Emergency Management, Henan Polytechnic University, Jiaozuo, China, Security and Emergency Management Research Center, Henan Polytechnic University, Jiaozuo, China

Yongling Zhang

Roles Conceptualization, Writing – review & editing

zhyongling@126.com (YZ); twangwei@hpu.edu.cn (WW)

Affiliation School of Business Administration, Henan Polytechnic University, Jiaozuo, China

Wei Wang

Roles Data curation, Validation

zhyongling@126.com (YZ); twangwei@hpu.edu.cn (WW)

Affiliation School of Business Administration, Henan Polytechnic University, Jiaozuo, China

Xin Li

Roles Methodology

Affiliation School of Emergency Management, Henan Polytechnic University, Jiaozuo, China

Huanhuan Yang

Roles Methodology

Affiliation School of Emergency Management, Henan Polytechnic University, Jiaozuo, China

Yiting Sun

Roles Methodology

Affiliation School of Emergency Management, Henan Polytechnic University, Jiaozuo, China

Competing Interests

The authors have declared that no competing interests exist.