About the Authors

Reuben Ng

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

spprng@nus.edu.sg

Affiliations Lee Kuan Yew School of Public Policy, National University of Singapore, Singapore, Singapore, Lloyd’s Register Foundation Institute for the Public Understanding of Risk, National University of Singapore, Singapore, Singapore

Nicole Indran

Roles Writing – original draft

Affiliation Lee Kuan Yew School of Public Policy, National University of Singapore, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.