Background
Epidemiologic risk factors for incident SARS-CoV-2 infection are best characterized via prospective cohort studies, complementing case-based surveillance and cross-sectional seroprevalence studies.
Methods
We estimated the cumulative incidence of SARS-CoV-2 infection and incidence rates of seroconversion in a national prospective online cohort of 6,745 U.S. adults, enrolled March-July 2020. A subset (n=4,459) underwent serologic testing (Bio-Rad Platelia Total Ab, IgA/IgM/IgG), offered initially May-September 2020 and again November 2020-January 2021.
Results
A total of 303 of 4,459 individuals showed serologic evidence of past SARS-CoV-2 infection (cumulative incidence of 6.8%; 95% Confidence Interval [CI] 6.1%-7.6% [6.3%, 95% CI 5.7%-7.1% adjusting for laboratory test error]). Among 3,280 initially seronegative participants with a subsequent serologic test, we observed 145 seroconversions during 1,562 person years of follow-up (incidence rate of 9.3 per 100 person-years [95% CI 17.9-11.0]). Racial/ethnic disparities in crude incidence rates were apparent through January 2021 (rate ratio [RRHispanic vs Whites]=2.1; 95% CI 1.4-3.1; RRnon-Hispanic Blacks vs Whites=1.8; 95% CI 0.96-3.1). Incidence was higher in the southern (RRSouth vs Northeast=1.7; 95% CI 1.1-2.8) and midwestern (RRMidwest vs Northeast=1.6; 95% CI 0.98-2.7) regions, in rural vs urban areas (RR=1.5; 95% CI 1.0-2.2), and among essential workers (RR=1.7; 95% CI 1.1-2.5). Household crowding (RR=1.6, 95% CI 1.1-2.3), dining indoors at restaurants/bars (RR=2.0; 95% CI 1.4-2.8), visiting places of worship (RR=2.0; 95% CI 1.3-2.9), wearing masks sometimes vs always while grocery shopping (RR=2.5; 95% CI 1.3-4.4), indoor visits with people outside the household with masks (RRalways mask vs no visit=2.6; 95% CI 1.6-4.4) and without masks (RRsometimes mask vs no visit=3.5; 95% CI 2.7-5.7; RRnever mask vs no visit=5.3; 95% CI 3.1-8.9); working indoors at a place of employment with masks (RRalways mask vs no in-person=2.0, 95% CI 1.4-2.8) and without masks (RRsometimes mask vs no in-person= 2.0, 95% CI 1.1-3.5; RRnever mask vs no in-person=3.7, 95% CI 1.3-8.5); attending a salon or gym with masks (RRalways mask vs no salon/gym=1.7 (95% CI 1.1-2.4), gathering indoors and outdoors in groups of >10 (RR=1.9, 95% CI 1.2-2.0); and air travel during the pandemic (RR=1.7; 95% CI 1.1-2.6) were also associated with higher incidence rates. Among 303 seropositive individuals, 27.4% had asymptomatic infection, and 32% reported a positive SARS-CoV-2 PCR test or provider diagnosis of COVID-19. In this group, there were major gaps in the coverage of public health interventions aimed at isolation (31% isolated) and contact tracing (asked about contacts [18%]; told about exposure to a confirmed case [7.6%]).
Conclusions
Modifiable risk factors and low reach of public health strategies drive SARS-CoV-2 transmission across the U.S. It is critical to address inequities in incidence, reduce risk factors, and improve the reach of public health strategies in the vaccine era.