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COVID-19 publications


Read the research on COVID resiliency in the US.
March 23, 2023
Assessing COVID-19 pandemic policies and behaviours and their economic and educational trade-offs across US states from Jan 1, 2020, to July 31, 2022: an observational analysis
Research Article
The United States struggled in responding to the COVID-19 pandemic, but not all states struggled equally. Identifying the factors associated with cross-state variation in infection and mortality rates could help to improve responses to this and future pandemics.
Read the research on COVID pandemic forecasting.
March 8, 2023
Forecasting the trajectory of the COVID-19 pandemic into 2023 under plausible variant and intervention scenarios: a global modelling study
Research Article
This paper samples across a range of potential variant-level characteristics to provide global forecasts of infections, hospitalisations, and deaths in the face of ongoing Omicron-related transmission and waning levels of past immunity and evaluates a range of interventions that may diminish the impact of future waves. 
Read the research on protection against COVID re-infection.
February 16, 2023
Past SARS-CoV-2 infection protection against re-infection: a systematic review and meta-analysis
Research Article
We aimed to systematically synthesize studies to estimate protection from past infection by variant, and where data allow, by time since infection.
Read the research on expert recommendations to end COVID-19 as a public health threat.
November 3, 2022
A multinational Delphi consensus to end the COVID-19 public health threat
Research Article
The findings of the study include points of unanimous agreement, as well as six recommendations with >5% disagreement, that provide health and social policy actions to address inadequacies in the pandemic response and help to bring this public health threat to an end.
Read the research on long covid.
October 10, 2022
Estimated global proportions of individuals with persistent fatigue, cognitive, and respiratory symptom clusters following symptomatic COVID-19 in 2020 and 2021
Research Article
Among individuals who had symptomatic SARS-CoV-2 infection in 2020 and 2021, what proportion experienced common self-reported Long COVID symptom clusters 3 months after initial infection?
map of vaccine hesitancy by county in the United States
June 29, 2022
The vaccine-hesitant moment
Research Article
Multiple surveys that were conducted to examine the sentiments concerning coronavirus disease 19 (Covid-19) vaccination have exposed new levels of volatility around vaccine hesitancy, particularly when the hesitancy is powered by digital media platforms.
June 14, 2022
Forecasting the Trajectory of the COVID-19 Pandemic under Plausible Variant and Intervention Scenarios: A Global Modelling Study
Research Article
This paper samples across a range of potential variant-level characteristics to provide global forecasts of infections, hospitalisations, and deaths in the face of high (but waning) levels of past immunity, and evaluates a range of interventions that may diminish the impact of future waves.
map showing number of mentions per country of vaccine misinformation
May 14, 2022
Vaccines and the social amplification of risk
Research Article
The trends in vaccine confidence and resistance have implications for updating the social amplification of risk framework (SARF); in turn, SARF has practical implications for guiding efforts to alleviate vaccine hesitancy and to mitigate harms from intentional and unintentional vaccine scares.
April 22, 2022
Estimated health outcomes and costs of COVID-19 prophylaxis with monoclonal antibodies among unvaccinated household contacts in the US
Research Article
We aimed to estimate the health outcomes and net cost of implementing postexposure prophylaxis (PEP) with monoclonal antibodies (mAbs) against household exposure to COVID-19.
April 8, 2022
Estimating global, regional, and national daily and cumulative infections with SARS-CoV-2 through Nov 14, 2021: a statistical analysis
Research Article
 In this study, we aimed to provide a novel approach to estimating past SARS-CoV-2 infections, combining data from reported cases, reported deaths, excess deaths attributable to COVID-19, hospitalizations, and seroprevalence surveys
March 10, 2022
Estimating excess mortality due to the COVID-19 pandemic: a systematic analysis of COVID-19-related mortality, 2020–21
Research Article
Mortality  statistics  are  fundamental  to  public  health  decision  making.  Mortality  varies  by  time  and  location,  and  its  measurement  is  affected  by  well  known  biases  that  have  been  exacerbated  during  the  COVID-19 pandemic. This paper aims to estimate excess mortality from the COVID-19 pandemic in 191 countries and territories, and 252 subnational units for selected countries, from Jan 1, 2020, to Dec 31, 2021.
Chart of multivariate regression
March 2, 2022
Quantifying the effects of the COVID-19 pandemic on gender equality in health, social, and economic indicators
Research Article
Gender is emerging as a significant factor in the social, economic, and health effects of COVID-19; yet most existing studies have focused on its direct impact on health. Here we explore the indirect effects of COVID-19 on gender disparities globally.
chart of covid deaths by age
February 24, 2022
Variation in the COVID-19 infection–fatality ratio by age, time, and geography during the pre-vaccine era: a systematic analysis
Research Article
The infection–fatality ratio (IFR) is a metric that quantifies the likelihood of an individual dying once infected with a pathogen. Understanding the determinants of IFR variation for COVID-19, the disease caused by the SARS-CoV-2 virus, has direct implications for mitigation efforts with respect to clinical practice, non-pharmaceutical interventions, and the prioritisation of risk groups for targeted vaccine delivery.
figure showing association between trust and government corruption, and vaccine coverage and change in mobility
February 1, 2022
Pandemic preparedness and COVID-19: an exploratory analysis of infection and fatality rates, and contextual factors associated with preparedness in 177 countries, from Jan 1, 2020, to Sept 30, 2021
Research Article
We sought to understand the conditions associated with cross-country variation in COVID-19 infection and fatality rates, in order to guide investment in more effective preparedness and response for future pandemics.
chart of depression and anxiety by gender before and during COVID-19 pandemic
October 8, 2021
Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic
Research Article
In this study, we sought to quantify the impact of the COVID-19 pandemic on the prevalence and burden of depressive and anxiety disorders globally in 2020.
model performance for step 1 and step 2
July 14, 2021
Estimating global and regional disruptions to routine childhood vaccine coverage during the COVID-19 pandemic in 2020: a modelling study
Research Article
The COVID-19 pandemic and efforts to reduce SARS-CoV-2 transmission substantially affected health services worldwide. To better understand the impact of the pandemic on childhood routine immunisation, we estimated disruptions in vaccine coverage associated with the pandemic in 2020, globally and by Global Burden of Disease (GBD) super-region.
map of covid mortality by country
June 8, 2021
Epidemiology, not geopolitics, should guide COVID-19 vaccine donations
Research Article
With an excess of COVID-19 vaccines in high-income settings, leaders of those countries should act on their promises to send surplus doses to countries where vaccines remain scarce. 
June 8, 2021
Tracking government spending on immunization: The joint reporting forms, national health accounts, comprehensive multi-year plans and co-financing data
Research Article
This study utilizes the most recent data available to provide an updated comparison of available data sources on government spending on immunization.  
May 12, 2021
Racial/Ethnic Disparities In COVID-19 Exposure Risk, Testing, And Cases At The Subcounty Level In California
Research Article
We analyzed California’s racial/ethnic disparities in COVID-19 exposure risks, testing rates, test positivity, and case rates through October 2020.
May 10, 2021
Predictive performance of international COVID-19 mortality forecasting models
Research Article
This analysis introduces a publicly available evaluation framework for assessing the predictive validity of COVID-19 mortality forecasts.

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