Association Between Preparedness and Response Measures and COVID-19 Incidence and Mortality
Lee, C. T.; Buissonniere, M.; McClelland, A.; Frieden, T. R.
Show abstract
The COVID-19 pandemic is the most disruptive global health threat in a century. We analyzed publicly available data on preparedness capacity, COVID-19 incidence and mortality, governance, and testing. Although other analyses have suggested that preparedness assessments do not correlate with effective pandemic response, we found that testing rates correlate with both COVID-19 incidence and mortality and strongly correlated with country preparedness capacity as measured by the Joint External Evaluation (JEE). There is a statistically significant association between preparedness capacities and COVID-19 case incidence and an independent association between governance and COVID-19 case and mortality rates. Legislation, surveillance, and risk communication capacities were associated with lower COVID-19 case incidence and mortality. Preparedness and governance are independently associated with COVID-19 pandemic severity. Preparedness capacities are not sufficient -- capacity and governance are both critical to pandemic control. Countries must improve public health systems and implement strong government leadership. Article SummaryCountry preparedness capacities and country leadership policy response (governance) are both critically important to control pandemics. Without appropriate policy action, public health preparedness is insufficient for effective pandemic response.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Health spending and vaccination coverage in low-income countries 93%
- Impact of the COVID-19 pandemic and response on the utilisation of health services during the first wave in Kinshasa, the Democratic Republic of the Congo 93%
- Ethnic disparities in immunisation: analyses of zero-dose prevalence in 64 low- and middle-income countries 92%
Similar papers in this journal
- Health System Resilience-enhancing Strategies for Managing Public Health Emergencies of International Concerns (PHEIC): Success and Challenges A Systematic Review Protocol 93%
- Impact of COVID-19 Pandemic on Utilization of Facility-Based Essential Maternal and Child Health Services in North Shewa Zone, Ethiopia 91%
- Epidemiology of COVID-19 and effect of public health interventions, Chennai, India, March - October 2020 91%
Similar papers in this journal
- Statistical Modeling of deaths due to COVID-19 influenced by social isolation in Latin American countries 92%
- Transmission dynamics of COVID-19 in Ghana and the impact of public health interventions 91%
- Making Pastoralists Count: Geospatial Methods for the Health Surveillance of Nomadic Populations 90%
Similar papers in this journal
- Measuring progress on health and well-being in the Eastern Mediterranean Region via voluntary national reviews, 2016 - 2021: what does the data reveal? 94%
- How does policy modelling work in practice? A global analysis on the use of epidemiological modelling in health crises 92%
- Architecture of systems affecting disease trajectories in a conflict zone: A community-centered systems inquiry in North Gaza 92%
Similar papers in this journal
- Pre-pandemic national immunisation programme strength and health workforce capacity improved routine immunisation resilience during the COVID-19 pandemic 93%
- Factors influencing the COVID-19 daily deaths peak across European countries 92%
- Public reporting guidelines for outbreak data: Enabling accountability for effective outbreak response by developing standards for transparency and uniformity 90%
"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.