ReviewClinicoEconomics and outcomes research : CEOR2022
Economic Burden of COVID-19: A Systematic Review.
Review in ClinicoEconomics and outcomes research : CEOR, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 115 papers, 6 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
115 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Value of Emerging and Existing Pre-prophylaxis and Therapeutic Options for COVID-19 in Transplant Recipients: A Systematic Review of Economic Evaluations.PharmacoEconomics - open · 2026Pooled it
- Efficacy of novel SARS-CoV2 vaccines in preventing SARS- CoV- 2 infection: a systematic review and meta-analysis.BMC infectious diseases · 2025Pooled it
- Assessment of the Prophylactic Effects of Probiotics, Prebiotics, and Synbiotics Against COVID-19 Infection: A Systematic Review of Randomized Controlled Trials.Clinical medicine & research · 2024Pooled it
- The global economic burden of COVID-19 disease: a comprehensive systematic review and meta-analysis.Systematic reviews · 2024Pooled it
- Socioeconomic impacts of airborne and droplet-borne infectious diseases on industries: a systematic review.BMC infectious diseases · 2024Pooled it
- Pediatric COVID-19 in Argentina: a comprehensive analysis of disease and economic burden through official data and a systematic literature review.Frontiers in pediatrics · 2024Pooled it
- Colostrum from MERS-CoV seropositive camels for MERS prophylaxis and SARS-CoV-2 infection, a placebo controlled randomized trial.Scientific reports · 2025Trial
- Affordability of new drugs in the Brazilian public health system: a 13-year monitoring analysis of reimbursement decisions based on health technology assessments (2012-2024).Lancet regional health. Americas · 2026Article
- Who Pays, Who Gains? ACA Medicaid Expansions and Changes in Net Income and Tax Liability by Socioeconomic Status.Health services research · 2026Article
- Optimizing vaccine site locations while considering travel inconvenience and public health outcomes.Health care management science · 2026Article
- Article
- Epidemiological and economic impact of pre-exposure prophylaxis with targeted immunotherapies for COVID-19 among immunosuppressed patients in Argentina.Cost effectiveness and resource allocation : C/E · 2026Article
- The Potential of Plant-Based Lifestyle Interventions to Reduce the Burden of Disease in a Multi-Crisis Era.American journal of lifestyle medicine · 2026Article
- Cardiorespiratory fitness and physical activity and risk of SARS-CoV-2 and COVID-19 hospitalization: the HUNT study.BMC infectious diseases · 2026Article
- Epidemiological and digital syndromic surveillance data on dengue, chikungunya, and SARI in Brazil.Scientific data · 2026Article
- 'Cough and sneeze into your elbow': a field study testing the effects of persuasive messages on compliance with behavioral measures to prevent the spread of respiratory viruses.Health psychology and behavioral medicine · 2026Article
- Article
- The economic burden of COVID-19 premature mortality in Kuwait.BMC public health · 2025Article
- Estimating the direct medical cost of illness of COVID-19 hospitalisations in Kuwait: efficiency trade-offs from real-world data analysis.Health economics review · 2025Article
- Sex differences in psychological impact on healthcare workers during the COVID-19 pandemic.Discover mental health · 2025Article
55 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To review and qualitatively synthesize the evidence related to the economic burden of COVID-19, including healthcare resource utilization and costs. Methods: A systematic review of studies that assessed the economic burden [eg, direct costs, productivity, macroeconomic impact due to non-pharmaceutical interventions (NPIs) and equity] of COVID-19 was conducted by searches in EMBASE, MEDLINE, MEDLINE-IN-PROCESS, and The Cochrane Library, as well as manual searches of unpublished research for the period between January 2020 to February 2021. Single reviewer data extraction was confirmed independently by a second reviewer. Results: The screening process resulted in a total of 27 studies: 25 individual publications, and 2 systematic literature reviews, of narrower scopes, that fulfilled the inclusion criteria. The patients diagnosed with more severe COVID-19 were associated with higher costs. The main drivers for higher costs were consistent across countries and included ICU admission, in-hospital resource use such as mechanical ventilation, which lead to increase costs of $2082.65 ± 345.04 to $2990.76 ± 545.98. The most frequently reported indirect costs were due to productivity losses. On average, older COVID-19 patients incurred higher costs when compared to younger age groups. An estimation of a 20% COVID-19 infection rate based on a Monte Carlo simulation in the United States led to a total direct medical cost of $163.4 billion over the course of the pandemic. Conclusion: The COVID-19 pandemic has generated a considerable economic burden on patients and the general population. Preventative measures such as NPIs only have partial success in lowering the economic costs of the pandemic. Implementing additional preventative measures such as large-scale vaccination is vital in reducing direct and indirect medical costs, decreased productivity, and GDP losses.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.