About the Authors

Rongjiang Cai

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

Affiliations School of Economics and Management, Ningbo University of Technology, Ningbo, China, Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China

Tao Zhang

Roles Conceptualization, Methodology, Project administration

taozhang@mpu.edu.mo

Affiliation Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China

Xi Wang

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources

Affiliation Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China

Shufang Zhao

Roles Supervision, Validation, Visualization

Affiliation Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China

Qiaoran Jia

Roles Software, Validation

Affiliation Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China

Competing Interests

The authors have declared that no competing interests exist.