ArticleInternational journal of epidemiology2020
COVID-19 healthcare demand and mortality in Sweden in response to non-pharmaceutical mitigation and suppression scenarios.
Article in International journal of epidemiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 31 papers, 1 of them a synthesis that pooled it.
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Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it, 64 citations in OpenAlex.
- Data-driven strategies for model-informed decision-making during the COVID-19 pandemic: a systematic review.BMJ open · 2026Pooled it
- Predictions, Uncertainty, and Collective Epistemic Work: How Projected Futures Informed and Misinformed Enactments of Covid-19.Social studies of science · 2026Article
- Network topology and recovery delay thresholds determine cascading failure vulnerability in sports systems.Scientific reports · 2026Article
- Survey of public knowledge, attitudes, and practices regarding personal protection against COVID-19 in the post-pandemic era.Frontiers in psychology · 2024Article
- Development of a COVID-19 early risk assessment system based on multiple machine learning algorithms and routine blood tests: a real-world study.Frontiers in immunology · 2024Article
- Stress, Professional Burnout, and Employee Efficiency in the Greek National Organization for the Provision of Health Services.Clinics and practice · 2023Article
- The SEIR model incorporating asymptomatic cases, behavioral measures, and lockdowns: Lesson learned from the COVID-19 flow in Sweden.Biomedical signal processing and control · 2023Article
- Predictions from standard epidemiological models of consequences of segregating and isolating vulnerable people into care facilities.PloS one · 2023Article
- A note on variable susceptibility, the herd-immunity threshold and modeling of infectious diseases.PloS one · 2023Article
- Extended compartmental model for modeling COVID-19 epidemic in Slovenia.Scientific reports · 2022Article
- COVID-19 Modeling Outcome versus Reality in Sweden.Viruses · 2022Article
- COVID-19 Global Humanitarian Response Plan: An optimal distribution model for high-priority countries.ISA transactions · 2022Article
- Health economic burden of COVID-19 in Saudi Arabia.Frontiers in public health · 2022Article
- Article
- Working With Refugees' Health During COVID-19-The Experience of Health- and Social Care Workers in Sweden.Frontiers in public health · 2022Article
- Management of hospital beds and ventilators in the Gauteng province, South Africa, during the COVID-19 pandemic.PLOS global public health · 2022Article
- Modelling COVID-19 dynamics and potential for herd immunity by vaccination in Austria, Luxembourg and Sweden.Journal of theoretical biology · 2021Article
- Development, Status Quo, and Challenges to China's Health Informatization During COVID-19: Evaluation and Recommendations.Journal of medical Internet research · 2021Article
- Non-pharmaceutical interventions during the COVID-19 pandemic: A review.Physics reports · 2021Review
- A simple model for the total number of SARS-CoV-2 infections on a national level.Epidemiology and infection · 2021Article
Corrections and comments
- Erratum issued
Authors and funding
10 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWhile the COVID-19 outbreak in China now appears suppressed, Europe and the USA have become the epicentres, both reporting many more deaths than China. Responding to the pandemic, Sweden has taken a different approach aiming to mitigate, not suppress, community transmission, by using physical distancing without lockdowns. Here we contrast the consequences of different responses to COVID-19 within Sweden, the resulting demand for care, intensive care, the death tolls and the associated direct healthcare related costs.
methodsWe used an age-stratified health-care demand extended SEIR (susceptible, exposed, infectious, recovered) compartmental model for all municipalities in Sweden, and a radiation model for describing inter-municipality mobility. The model was calibrated against data from municipalities in the Stockholm healthcare region.
resultsOur scenario with moderate to strong physical distancing describes well the observed health demand and deaths in Sweden up to the end of May 2020. In this scenario, the intensive care unit (ICU) demand reaches the pre-pandemic maximum capacity just above 500 beds. In the counterfactual scenario, the ICU demand is estimated to reach ∼20 times higher than the pre-pandemic ICU capacity. The different scenarios show quite different death tolls up to 1 September, ranging from 5000 to 41 000, excluding deaths potentially caused by ICU shortage. Additionally, our statistical analysis of all causes excess mortality indicates that the number of deaths attributable to COVID-19 could be increased by 40% (95% confidence interval: 0.24, 0.57).
conclusionThe results of this study highlight the impact of different combinations of non-pharmaceutical interventions, especially moderate physical distancing in combination with more effective isolation of infectious individuals, on reducing deaths, health demands and lowering healthcare costs. In less effective mitigation scenarios, the demand on ICU beds would rapidly exceed capacity, showing the tight interconnection between the healthcare demand and physical distancing in the society. These findings have relevance for Swedish policy and response to the COVID-19 pandemic and illustrate the importance of maintaining the level of physical distancing for a longer period beyond the study period to suppress or mitigate the impacts from the pandemic.
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