Back

Work Attendance during Acute Respiratory Illness Before and During the COVID-19 Pandemic, United States, 2018-2022

Ahmed, F.; Nowalk, M. P.; Zimmerman, R.; Bear, T.; Grijalva, C. G.; Talbot, H. K.; Florea, A.; Tartof, S.; Gaglani, M.; Smith, M. E.; McLean, H. Q.; King, J.; Martin, E. T.; Monto, A.; Phillips, H.; Wernli, K. J.; Flannery, B.; Chung, J.; Uzicanin, A.

2023-08-06 public and global health
10.1101/2023.08.03.23293611 medRxiv
Show abstract

Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) and influenza viruses can be transmitted by infected persons who are pre-symptomatic or symptomatic. To assess impact of the COVID-19 pandemic on work attendance during illness, we analyzed prospectively collected data from persons with acute respiratory illness (ARI) enrolled in a multi-state study during 2018-2022. Persons with prior experience working from home were significantly less likely than those without this experience to work onsite on the day before illness and during the first 3 days of illness; the effect was more pronounced for the COVID-19 pandemic period than the pre-pandemic influenza seasons. Persons with influenza or COVID-19 were significantly less likely to work onsite than persons with other ARIs. Among persons for whom positive COVID-19 test results were available by the second or third day of illness, few worked onsite. Work-from-home policies may reduce the likelihood of workplace exposures to respiratory viruses. Articles summary lineWork-from-home policies may reduce the likelihood of workplace exposures to SARS-CoV-2 and influenza viruses.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.