About the Authors

Md Mazharul Islam

Contributed equally to this work with: Md Mazharul Islam, Majed Alharthi, Md Wahid Murad

Roles Conceptualization, Data curation, Funding acquisition, Writing – original draft, Writing – review & editing

Affiliation Department of Finance, College of Business, King Abdulaziz University, Rabigh, Saudi Arabia

Majed Alharthi

Contributed equally to this work with: Md Mazharul Islam, Majed Alharthi, Md Wahid Murad

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

Affiliation Department of Finance, College of Business, King Abdulaziz University, Rabigh, Saudi Arabia

Md Wahid Murad

Contributed equally to this work with: Md Mazharul Islam, Majed Alharthi, Md Wahid Murad

Roles Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation

wahid.murad@unisa.edu.au

Affiliation UniSA Education Futures, University of South Australia, Adelaide, South Australia, Australia

Competing Interests

The authors have declared that no competing interests exist.