Observational studyJAMA2020
Association Between Statewide School Closure and COVID-19 Incidence and Mortality in the US.
Observational study in JAMA, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 232 papers, 8 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
232 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- Effectiveness of social distancing measures and lockdowns for reducing transmission of COVID-19 in non-healthcare, community-based settings.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2023Pooled it
- The methodologies to assess the effectiveness of non-pharmaceutical interventions during COVID-19: a systematic review.European journal of epidemiology · 2022Pooled it
- Pooled it
- Effectiveness of public health measures in reducing the incidence of covid-19, SARS-CoV-2 transmission, and covid-19 mortality: systematic review and meta-analysis.BMJ (Clinical research ed.) · 2021Pooled it
- COVID-19: Critical appraisal of the evidence.Anales de pediatria · 2021Pooled it
- Systematic review of empirical studies comparing the effectiveness of non-pharmaceutical interventions against COVID-19.The Journal of infection · 2021Pooled it
- Do school closures and school reopenings affect community transmission of COVID-19? A systematic review of observational studies.BMJ open · 2021Pooled it
- Effective public health measures to mitigate the spread of COVID-19: a systematic review.BMC public health · 2021Pooled it
- Age-specific COVID-19 case dynamics during school closure periods: Evidence from 12 european countries.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Article
- Geographical Variation in SARS-CoV-2 Transmission Potential in Massachusetts.Epidemiologia (Basel, Switzerland) · 2026Article
- Article
- The impact of policy restrictions and mobility changes on excess mortality during the COVID-19 pandemic in The Netherlands, 2020-2022.PloS one · 2026Article
- Intersectionality and the Association Between State-Level Structural Racism, Binge Alcohol Consumption, and Smoking Status Among Black Americans.Journal of racial and ethnic health disparities · 2025Article
- Explaining COVID-19 dynamics through user activity data from digital platforms with Yandex's self-isolation index as a case study.Scientific reports · 2025Article
- Optimization of school closures during an Omicron epidemic in Hong Kong: a modelling study.Interface focus · 2025Article
- Do in-person nationwide university entrance exams affect COVID-19 transmission? An experience from Iran.BMC public health · 2025Article
- Back to school: The effect of school visits during COVID-19 on COVID-19 outcomes.Journal of health economics · 2025Article
- Evolving infectious disease dynamics shape school-based intervention effectiveness.Nature communications · 2025Article
- Impact of the COVID-19 pandemic on continuity of medical treatment for patients with chronic diseases in Japan: a retrospective cohort analysis.BMC health services research · 2025Article
- Immunity Debt for Seasonal Influenza After the COVID-19 Pandemic and as a Result of Nonpharmaceutical Interventions: An Ecological Analysis and Cohort Study.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
172 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
Importance: In the US, states enacted nonpharmaceutical interventions, including school closure, to reduce the spread of coronavirus disease 2019 (COVID-19). All 50 states closed schools in March 2020 despite uncertainty if school closure would be effective. Objective: To determine if school closure and its timing were associated with decreased COVID-19 incidence and mortality. Design, Setting, and Participants: US population-based observational study conducted between March 9, 2020, and May 7, 2020, using interrupted time series analyses incorporating a lag period to allow for potential policy-associated changes to occur. To isolate the association of school closure with outcomes, state-level nonpharmaceutical interventions and attributes were included in negative binomial regression models. States were examined in quartiles based on state-level COVID-19 cumulative incidence per 100 000 residents at the time of school closure. Models were used to derive the estimated absolute differences between schools that closed and schools that remained open as well as the number of cases and deaths if states had closed schools when the cumulative incidence of COVID-19 was in the lowest quartile compared with the highest quartile. Exposures: Closure of primary and secondary schools. Main Outcomes and Measures: COVID-19 daily incidence and mortality per 100 000 residents. Results: COVID-19 cumulative incidence in states at the time of school closure ranged from 0 to 14.75 cases per 100 000 population. School closure was associated with a significant decline in the incidence of COVID-19 (adjusted relative change per week, -62% [95% CI, -71% to -49%]) and mortality (adjusted relative change per week, -58% [95% CI, -68% to -46%]). Both of these associations were largest in states with low cumulative incidence of COVID-19 at the time of school closure. For example, states with the lowest incidence of COVID-19 had a -72% (95% CI, -79% to -62%) relative change in incidence compared with -49% (95% CI, -62% to -33%) for those states with the highest cumulative incidence. In a model derived from this analysis, it was estimated that closing schools when the cumulative incidence of COVID-19 was in the lowest quartile compared with the highest quartile was associated with 128.7 fewer cases per 100 000 population over 26 days and with 1.5 fewer deaths per 100 000 population over 16 days. Conclusions and Relevance: Between March 9, 2020, and May 7, 2020, school closure in the US was temporally associated with decreased COVID-19 incidence and mortality; states that closed schools earlier, when cumulative incidence of COVID-19 was low, had the largest relative reduction in incidence and mortality. However, it remains possible that some of the reduction may have been related to other concurrent nonpharmaceutical interventions.
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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.