Viruses · 2021 · 21 citations · 18 references
MedicineHealth SciencesPsychiatryClinical EpidemiologyEpidemiologySubstance Use DisordersAnalytic EpidemiologyComorbidityMedical ComorbiditiesMental HealthMental IllnessPsychiatric EpidemiologyComorbidity AnalysisComorbidity EpidemiologyDisease Surveillance CohortsHospital EpidemiologyHospitalization BurdenHospitalization Risk StratificationMultivariable Regression AnalysisPoisson Regression
This study identified factors associated with hospital admission among people with laboratory-diagnosed COVID-19 cases in British Columbia. The study used data from the BC COVID-19 Cohort, which integrates data on all COVID-19 cases with data on hospitalizations, medical visits, emergency room visits, prescription drugs, chronic conditions and deaths. The analysis included all laboratory-diagnosed COVID-19 cases in British Columbia to 15 January 2021. We evaluated factors associated with hospital admission using multivariable Poisson regression analysis with robust error variance. Of the 56,874 COVID-19 cases included in the analysis, 2298 were hospitalized. Factors associated with increased hospitalization risk were as follows: male sex (adjusted risk ratio (aRR) = 1.27; 95% CI = 1.17–1.37), older age (p-trend < 0.0001 across age groups increasing hospitalization risk with increasing age [aRR 30–39 years = 3.06; 95% CI = 2.32–4.03, to aRR 80+ years = 43.68; 95% CI = 33.41–57.10 compared to 20–29 years-old]), asthma (aRR = 1.15; 95% CI = 1.04–1.26), cancer (aRR = 1.19; 95% CI = 1.09–1.29), chronic kidney disease (aRR = 1.32; 95% CI = 1.19–1.47), diabetes (treated without insulin aRR = 1.13; 95% CI = 1.03–1.25, requiring insulin aRR = 5.05; 95% CI = 4.43–5.76), hypertension (aRR = 1.19; 95% CI = 1.08–1.31), injection drug use (aRR = 2.51; 95% CI = 2.14–2.95), intellectual and developmental disabilities (aRR = 1.67; 95% CI = 1.05–2.66), problematic alcohol use (aRR = 1.63; 95% CI = 1.43–1.85), immunosuppression (aRR = 1.29; 95% CI = 1.09–1.53), and schizophrenia and psychotic disorders (aRR = 1.49; 95% CI = 1.23–1.82). In an analysis restricted to women of reproductive age, pregnancy (aRR = 2.69; 95% CI = 1.42–5.07) was associated with increased risk of hospital admission. Older age, male sex, substance use, intellectual and developmental disability, chronic comorbidities, and pregnancy increase the risk of COVID-19-related hospitalization.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Christopher M. Petrilli, Jie Yang, Harish Rajagopalan et al. · BMJ · 2020 · 3K citations · Full text
Sex differences in immune responses that underlie COVID-19 disease outcomes
Takehiro Takahashi, Mallory K. Ellingson, Patrick Wong et al. · Nature · 2020 · 1.5K citations · Full text
Laura D. Zambrano, Sascha Ellington, Penelope Strid et al. · MMWR Morbidity and Mortality Weekly Report · 2020 · 1.3K citations · Full text