About the Authors

Hangqi Cai

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

m230701344@st.shou.edu.cn (HC); lauralzf@126.com (ZL)

Affiliation College of Economics and Management, Shanghai Ocean University, Shanghai, China

Zefang Liao

Roles Funding acquisition, Resources, Supervision, Writing – review & editing

m230701344@st.shou.edu.cn (HC); lauralzf@126.com (ZL)

Affiliation College of Economics and Management, Shanghai Ocean University, Shanghai, China

Tianhao Li

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft

Affiliation College of Economics and Management, Shanghai Ocean University, Shanghai, China

Competing Interests

The authors have declared that no competing interests exist.