About the Authors

Issara Sereewatthanawut

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

issara.se@kpi.ac.th

Affiliations King Prajadhipok’s Institute, Bangkok, Thailand, Bangkokthonburi University, Bangkok, Thailand

Patipan Sriphon

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Visualization, Writing – original draft

Affiliation King Prajadhipok’s Institute, Bangkok, Thailand

Pattrawut Khunwipusit

Roles Conceptualization, Investigation, Methodology, Software, Validation, Visualization

Affiliation King Prajadhipok’s Institute, Bangkok, Thailand

Babatunde Oluwaseun Ajayi

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Writing – original draft

Affiliation King Prajadhipok’s Institute, Bangkok, Thailand

Ademola Enitan Ilesanmi

Roles Validation, Visualization, Writing – original draft

Affiliation University of Pennsylvania, Philadelphia, United States of America

Jutarat Suwaree

Roles Conceptualization, Project administration, Supervision

Affiliation Office of the National Anti-Corruption Commission, Thailand

Wonlop Writthym Buachoom

Roles Conceptualization, Project administration, Supervision

Affiliation Business School, King Mongkut’s Institute of Technology, Ladkrabang, Thailand

Competing Interests

The authors have declared that no competing interests exist.