ArticleBMC public health2021
Effect of public health interventions during the first epidemic wave of COVID-19 in Cyprus: a modelling study.
Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Pandemic fatigue and associated factors: a meta-analysis using the COM-B model.Frontiers in psychology · 2026Review
- Financial and Psychosocial Consequences of COVID-19 for Dentists in Cyprus: Policy Dimensions.Cureus · 2025Article
- Incidence and severity of community acquired pneumonias in children before and after the COVID-19 pandemic.Journal of public health (Oxford, England) · 2025Article
- Construction and validation of a covariate-based model for district-level estimation of excess deaths due to COVID-19 in India.Journal of global health · 2024Article
- Interval type-2 Fuzzy control and stochastic modeling of COVID-19 spread based on vaccination and social distancing rates.Computer methods and programs in biomedicine · 2023Article
- Socio-economic analysis of short-term trends of COVID-19: modeling and data analytics.BMC public health · 2022Article
- The impact of multi-level interventions on the second-wave SARS-CoV-2 transmission in China.PloS one · 2022Article
- Circulating IgG Levels in SARS-CoV-2 Convalescent Individuals in Cyprus.Journal of clinical medicine · 2021Article
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCyprus addressed the first wave of SARS CoV-2 (COVID-19) by implementing non-pharmaceutical interventions (NPIs). The aims of this study were: a) to estimate epidemiological parameters of this wave including infection attack ratio, infection fatality ratio, and case ascertainment ratio, b) to assess the impact of public health interventions and examine what would have happened if those interventions had not been implemented.
methodsA dynamic, stochastic, individual-based Susceptible-Exposed-Infected-Recovered (SEIR) model was developed to simulate COVID-19 transmission and progression in the population of the Republic of Cyprus. The model was fitted to the observed trends in COVID-19 deaths and intensive care unit (ICU) bed use.
resultsBy May 8th, 2020, the infection attack ratio was 0.31% (95% Credible Interval [CrI]: 0.15, 0.54%), the infection fatality ratio was 0.71% (95% CrI: 0.44, 1.61%), and the case ascertainment ratio was 33.2% (95% CrI: 19.7, 68.7%). If Cyprus had not implemented any public health measure, the healthcare system would have been overwhelmed by April 14th. The interventions averted 715 (95% CrI: 339, 1235) deaths. If Cyprus had only increased ICU beds, without any social distancing measure, the healthcare system would have been overwhelmed by April 19th.
conclusionsThe decision of the Cypriot authorities to launch early NPIs limited the burden of the first wave of COVID-19. The findings of these analyses could help address the next waves of COVID-19 in Cyprus and other similar settings.
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