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The impact of COVID-19 lockdown on dengue transmission in Sri Lanka: A natural experiment for understanding the influence of human mobility
Umeå universitet, Medicinska fakulteten, Institutionen för epidemiologi och global hälsa. Ministry of Health, Colombo, Sri Lanka.ORCID-id: 0000-0002-5174-7644
Umeå universitet, Medicinska fakulteten, Institutionen för folkhälsa och klinisk medicin, Avdelningen för hållbar hälsa.ORCID-id: 0000-0003-4030-0449
Ministry of Health, Colombo, Sri Lanka.
2021 (Engelska)Ingår i: PLoS Neglected Tropical Diseases, ISSN 1935-2727, E-ISSN 1935-2735, Vol. 15, nr 6, artikel-id e0009420Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

BACKGROUND: Dengue is one of the major public health problems in Sri Lanka. Its outbreak pattern depends on a multitude of drivers, including human mobility. Here we evaluate the impact of COVID-19 related mobility restriction (lockdown) on the risk of dengue in Sri Lanka.

METHODOLOGY: Two-stage hierarchical models were fitted using an interrupted time-series design based on the notified dengue cases, January 2015 to July 2020. In the first stage model, the district level impact was estimated using quasi-Poisson regression models while accounting for temporal trends. Estimates were pooled at zonal and national levels in the second stage model using meta-analysis. The influence of the extended period of school closure on dengue in children in the western province was compared to adults.

FINDINGS: Statistically significant and homogeneous reduction of dengue risk was observed at all levels during the lockdown. Overall an 88% reduction in risk (RR 0.12; 95% CI from 0.08 to 0.17) was observed at the national level. The highest impact was observed among children aged less than 19 years showing a 92% reduction (RR 0.8; 95% CI from 0.03 to 0.25). We observed higher impact in the dry zone having 91% reduction (RR 0.09; 95% CI from 0.05 to 0.15) compared to wet zone showing 83% reduction (RR 0.17; 95% CI from 0.09 to 0.30). There was no indication that the overall health-seeking behaviour for dengue had a substantial influence on these estimates.

SIGNIFICANCE: This study offers a broad understanding of the change in risk of dengue during the COVID-19 pandemic and associated mobility restrictions in Sri Lanka. The analysis using the mobility restrictions as a natural experiment suggests mobility patterns to be a very important driver of dengue transmission.

Ort, förlag, år, upplaga, sidor
Public Library of Science , 2021. Vol. 15, nr 6, artikel-id e0009420
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
URN: urn:nbn:se:umu:diva-185082DOI: 10.1371/journal.pntd.0009420ISI: 000664530700002PubMedID: 34111117Scopus ID: 2-s2.0-85108048198OAI: oai:DiVA.org:umu-185082DiVA, id: diva2:1572075
Tillgänglig från: 2021-06-23 Skapad: 2021-06-23 Senast uppdaterad: 2025-02-20Bibliografiskt granskad
Ingår i avhandling
1. The Influence of Climate and Public Health Interventions on Aedes Vectors and Dengue in Sri Lanka
Öppna denna publikation i ny flik eller fönster >>The Influence of Climate and Public Health Interventions on Aedes Vectors and Dengue in Sri Lanka
2022 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Introduction: Dengue, a viral infection transmitted by Aedes mosquitos, flourishes in urban tropical environments by a complex process. Interactions among susceptible humans, dengue viruses, and Aedes mosquitoes determine dengue transmission patterns, and these interactions are modified by driving factors related to weather, the environment, and human behaviour, including mobility. Understanding the drivers of dengue and evaluating the effectiveness and costeffectiveness of existing vector control policies are vital to developing evidence-based and timely interventions.

Methods: The exposure-lag-response associations between weather variables, Aedes vector indices and dengue at each sub-district Medical Officer of Health (MOH) divisions in Kalutara district, Sri Lanka, were estimated using distributed lag non-linear models. These estimates were meta-analyzed to obtain the average estimates for the district, while exploring the heterogeneities among MOH divisions. Non-linear extension to the interrupted time series analysis was used to evaluate the impact of nation wide mobility restrictions implemented during COVID-19 pandemic on dengue risk at each district, at different age groups in the western province and at the climate zones in Sir Lanka. The effects of the vector control interventions implemented through the civil military cooporation (CIMIC) on dengue were estimated at Panadura MOH division of Kalutara district using interrupted time series analysis while adjusting for potential confounders. The costeffectiveness of the CIMIC intervention was evaluated using a decision analytical modelling framework.

Results: We found that El Niño, rainfall, temperature and Aedes larval indices were associated with each other, and dengue, at lag intervals expanding from one to six months. The nation wide mobility restriction was associated with a statistically significant reduction in dengue risk in all climate zones in Sri Lanka. The highest impact was observed among the children age less than 19 years. We found that the CIMIC intervention reduced dengue risk by 50% and was cost-effectivein a defined area.

Conclusion: The manifestation of dengue is preceded by the biologically plausible latencies of increasing Aedes larvae and the onset of weather events in Kalutara district. When augmented with location-specific information of vector activities, one to six months lead time from the onset of weather events enables public health authorities to set up short, intermediate, and long-term goals for vector control interventions. The observed significant reduction in dengue risk following the national lockdown in Sri Lanka further highlighted the importance of vector control at public places and schools. The findings of these studies suggest that communities affected by dengue can benefit from investments in vector control if interventions are implemented rigorously and coordinated well across sectors. The methodological framework we developed in this doctoral thesis will contribute to the understanding of the local determinants of dengue and the developmentof early warning systems blended with effective and cost-effective vector control interventions in Sri Lanka and beyond.

Ort, förlag, år, upplaga, sidor
Umeå: Umeå universitet, 2022. s. 81
Serie
Umeå University medical dissertations, ISSN 0346-6612 ; 2170
Nyckelord
Dengue, weather, climate, El Niño, Aedes vector indices, human mobility, vector control, cost-effectiveness analysis, Sri Lanka, Kalutara.
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:umu:diva-192758 (URN)978-91-7855-734-9 (ISBN)978-91-7855-735-6 (ISBN)
Disputation
2022-03-25, Sal A, plan 9, NUS, Umeå university hospital, Umeå, 13:00 (Engelska)
Opponent
Handledare
Forskningsfinansiär
Vetenskapsrådet, 2006-1512EU, FP7, Sjunde ramprogrammet, 2007-2013, 282589
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Tillgänglig från: 2022-03-04 Skapad: 2022-02-25 Senast uppdaterad: 2025-02-20Bibliografiskt granskad

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