Importation models for travel-related SARS-CoV-2 cases reported in Newfoundland and Labrador during the COVID-19 pandemic
Zahra Mohammadi, Monica Gabriela Cojocaru, Julien Arino, Amy Hurford

TL;DR
This study examines how travel measures in Newfoundland and Labrador helped reduce SARS-CoV-2 importation during the pandemic.
Contribution
The study emphasizes the importance of using region-specific data in importation models for accurate risk assessment.
Findings
Travel to Newfoundland and Labrador decreased by 82% during the pandemic.
The best model was 135 times more likely to explain travel-related cases when considering origin-specific data.
Models without travel-related case data performed poorly, highlighting the need for such data in importation models.
Abstract
During the COVID-19 pandemic, the World Health Organization updated guidelines for travel measure implementation to recommend consideration of a region's specific epidemiological, health system and socioeconomic context. As such, travel measure implementation decisions require region-specific data, analysis and models to support risk assessment frameworks. From May 2020 to May 2021, the Canadian province of Newfoundland and Labrador (NL) implemented travel measures that required self-isolation and testing of individuals returning from out-of-province travel. We found that during the pandemic travel to NL decreased by 82%. Our best model was 135 times more likely to explain reported travel-related cases arriving in NL than a model where travel volume and infection data did not consider the Canadian jurisdiction of origin. To test an approach used in other studies, we formulated a model…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCOVID-19 epidemiological studies · Infection Control and Ventilation · Travel-related health issues
