ArticleThe Lancet. Public health2021
Socioeconomic position and the COVID-19 care cascade from testing to mortality in Switzerland: a population-based analysis.
Article in The Lancet. Public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers.
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
81 citing papers in PubMed, 144 citations in OpenAlex.
- Inequalities and determinants of unmet need for SARS-CoV-2 testing in Ghana, Burkina Faso and Madagascar (2020 - 2021).Communications medicine · 2026Article
- The role of vaccination, underlying health conditions, and working in healthcare in the socioeconomic disparities in COVID-19 hospitalization: a mediation analysis using interventional effect models.BMC infectious diseases · 2026Article
- Contextual impact of socio-economic inequalities on health: a case study of COVID-19 mortality among populations with and without diabetes in France.BMJ public health · 2026Article
- Socioeconomic inequalities and the COVID-19 pandemic in France: Territorial analyzes based on epidemic wave and metropolitan area.PloS one · 2026Article
- Socioeconomic status and ECMO outcomes in severe ARDS.Annals of intensive care · 2026Article
- Using an epidemiological lens to evaluate the impacts of COVID-19 in Brazil.International journal of epidemiology · 2026Article
- History of self-reported COVID-19 cases and hospitalizations in the Brazilian population: a countrywide survey.International journal of epidemiology · 2026Article
- Driving factors in pediatric emergency department use: an ecological retrospective study.PloS one · 2026Article
- Individual and neighborhood based socioeconomic factors relevant for contact behaviour and epidemic control.Communications medicine · 2025Article
- Dynamics of social inequalities in severe COVID-19 outcomes in metropolitan France from 2020 to 2022.Communications medicine · 2025Article
- Who got tested and who got sick? Sociodemographic inequalities in COVID-19 testing and hospitalization among 1.48 million individuals in Sweden.European journal of epidemiology · 2025Article
- 23 years of public policy towards universal health coverage in Mexico. A cross-sectional time-series analysis using routinely collected health data, 2000-2022.Lancet regional health. Americas · 2025Article
- Identifying psychiatric morbidity and comorbidity patterns associated with COVID-19 mortality. A register-based cohort study from Catalonia.European psychiatry : the journal of the Association of European Psychiatrists · 2025Article
- Impact of socioeconomic status and country of origin on COVID-19 outcomes in Swedish ICUs: a retrospective registry-based cohort study.BMJ open · 2025Article
- Association between socio-economic status and outcomes among critically ill Covid-19 adult patients in France.Annals of intensive care · 2025Article
- Influence of immune history when choosing a SARS-CoV-2 booster strategy.Scientific reports · 2025Article
- A Comparative Study on COVID-19 Dynamics: Mathematical Modeling, Predictions, and Resource Allocation Strategies in Romania, Italy, and Switzerland.Bioengineering (Basel, Switzerland) · 2025Article
- Social inequalities in COVID-19-related years of life lost in metropolitan France, 2020.Archives of public health = Archives belges de sante publique · 2025Article
- Patient Portal Registrations at a Swiss Tertiary Referral Hospital Over the Course of the COVID-19 Pandemic: Retrospective Data Analysis.Journal of medical Internet research · 2025Observational
- Predictive quality of census-based socio-economic indicators on Covid-19 infection risk at a fine spatial scale in France.Scientific reports · 2025Article
21 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
9 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe inverse care law states that disadvantaged populations need more health care than advantaged populations but receive less. Gaps in COVID-19-related health care and infection control are not well understood. We aimed to examine inequalities in health in the care cascade from testing for SARS-CoV-2 to COVID-19-related hospitalisation, intensive care unit (ICU) admission, and death in Switzerland, a wealthy country strongly affected by the pandemic.
methodsWe analysed surveillance data reported to the Swiss Federal Office of Public Health from March 1, 2020, to April 16, 2021, and 2018 population data. We geocoded residential addresses of notifications to identify the Swiss neighbourhood index of socioeconomic position (Swiss-SEP). The index describes 1·27 million small neighbourhoods of approximately 50 households each on the basis of rent per m
findingsAnalyses were based on 4 129 636 tests, 609 782 positive tests, 26 143 hospitalisations, 2432 ICU admissions, 9383 deaths, and 8 221 406 residents. Comparing the highest with the lowest Swiss-SEP group and using the general population as the denominator, more tests were done among people living in neighbourhoods of highest SEP compared with lowest SEP (adjusted IRR 1·18 [95% CrI 1·02-1·36]). Among tested people, test positivity was lower (0·75 [0·69-0·81]) in neighbourhoods of highest SEP than of lowest SEP. Among people testing positive, the adjusted IRR was 0·68 (0·62-0·74) for hospitalisation, was 0·54 (0·43-0·70) for ICU admission, and 0·86 (0·76-0·99) for death. The associations between neighbourhood SEP and outcomes were stronger in younger age groups and we found heterogeneity between areas.
interpretationThe inverse care law and socioeconomic inequalities were evident in Switzerland during the COVID-19 epidemic. People living in neighbourhoods of low SEP were less likely to be tested but more likely to test positive, be admitted to hospital, or die, compared with those in areas of high SEP. It is essential to continue to monitor testing for SARS-CoV-2, access and uptake of COVID-19 vaccination and outcomes of COVID-19. Governments and health-care systems should address this pandemic of inequality by taking measures to reduce health inequalities in response to the SARS-CoV-2 pandemic.
fundingSwiss Federal Office of Public Health, Swiss National Science Foundation, EU Horizon 2020, Branco Weiss Foundation.
Indexed as
Identifiers
What OpenQuestion holds
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.