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The Influence of Climate and Public Health Interventions on Aedes Vectors and Dengue in Sri Lanka
Umeå universitet, Medicinska fakulteten, Institutionen för epidemiologi och global hälsa.ORCID-id: 0000-0002-5174-7644
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 [en]
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: urn:nbn:se:umu:diva-192758ISBN: 978-91-7855-734-9 (tryckt)ISBN: 978-91-7855-735-6 (digital)OAI: oai:DiVA.org:umu-192758DiVA, id: diva2:1640625
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
Anmärkning

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Tillgänglig från: 2022-03-04 Skapad: 2022-02-25 Senast uppdaterad: 2025-02-20Bibliografiskt granskad
Delarbeten
1. A Spatial Hierarchical Analysis of the Temporal Influences of the El Niño-Southern Oscillation and Weather on Dengue in Kalutara District, Sri Lanka
Öppna denna publikation i ny flik eller fönster >>A Spatial Hierarchical Analysis of the Temporal Influences of the El Niño-Southern Oscillation and Weather on Dengue in Kalutara District, Sri Lanka
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2016 (Engelska)Ingår i: International Journal of Environmental Research and Public Health, ISSN 1661-7827, E-ISSN 1660-4601, Vol. 13, nr 11, artikel-id 1087Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Dengue is the major public health burden in Sri Lanka. Kalutara is one of the highly affected districts. Understanding the drivers of dengue is vital in controlling and preventing the disease spread. This study focuses on quantifying the influence of weather variability on dengue incidence over 10 Medical Officer of Health (MOH) divisions of Kalutara district. Weekly weather variables and data on dengue notifications, measured at 10 MOH divisions in Kalutara from 2009 to 2013, were retrieved and analysed. Distributed lag non-linear model and hierarchical-analysis was used to estimate division specific and overall relationships between weather and dengue. We incorporated lag times up to 12 weeks and evaluated models based on the Akaike Information Criterion. Consistent exposure-response patterns between different geographical locations were observed for rainfall, showing increasing relative risk of dengue with increasing rainfall from 50 mm per week. The strongest association with dengue risk centred around 6 to 10 weeks following rainfalls of more than 300 mm per week. With increasing temperature, the overall relative risk of dengue increased steadily starting from a lag of 4 weeks. We found similarly a strong link between the Oceanic Niño Index to weather patterns in the district in Sri Lanka and to dengue at a longer latency time confirming these relationships. Part of the influences of rainfall and temperature can be seen as mediator in the causal pathway of the Ocean Niño Index, which may allow a longer lead time for early warning signals. Our findings describe a strong association between weather, El Niño-Southern Oscillation and dengue in Sri Lanka.

Ort, förlag, år, upplaga, sidor
MDPI AG, 2016
Nyckelord
dengue, vector control, Oceanic Niño Index, rainfall, temperature, weather, climate
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:umu:diva-127286 (URN)10.3390/ijerph13111087 (DOI)000389571300046 ()2-s2.0-84994482326 (Scopus ID)
Projekt
DengueTools ResearchLinks
Forskningsfinansiär
EU, FP7, Sjunde ramprogrammet
Tillgänglig från: 2016-11-04 Skapad: 2016-11-04 Senast uppdaterad: 2025-02-21Bibliografiskt granskad
2. Hierarchical analysis of El–Niño Southern Oscillation and local weather on Aedes vector activity from 2010 to 2018 in Kalutara district, Sri Lanka
Öppna denna publikation i ny flik eller fönster >>Hierarchical analysis of El–Niño Southern Oscillation and local weather on Aedes vector activity from 2010 to 2018 in Kalutara district, Sri Lanka
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(Engelska)Manuskript (preprint) (Övrig (populärvetenskap, debatt, mm))
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:umu:diva-192756 (URN)
Tillgänglig från: 2022-02-25 Skapad: 2022-02-25 Senast uppdaterad: 2025-02-20
3. Associations between Aedes larval indices and dengue incidence: a hierarchical time series analysis from 2010 to 2019 in Kalutara district, Sri Lanka
Öppna denna publikation i ny flik eller fönster >>Associations between Aedes larval indices and dengue incidence: a hierarchical time series analysis from 2010 to 2019 in Kalutara district, Sri Lanka
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(Engelska)Manuskript (preprint) (Övrig (populärvetenskap, debatt, mm))
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:umu:diva-192757 (URN)
Tillgänglig från: 2022-02-25 Skapad: 2022-02-25 Senast uppdaterad: 2025-02-20
4. The impact of COVID-19 lockdown on dengue transmission in Sri Lanka: A natural experiment for understanding the influence of human mobility
Öppna denna publikation i ny flik eller fönster >>The impact of COVID-19 lockdown on dengue transmission in Sri Lanka: A natural experiment for understanding the influence of human mobility
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
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:umu:diva-185082 (URN)10.1371/journal.pntd.0009420 (DOI)000664530700002 ()34111117 (PubMedID)2-s2.0-85108048198 (Scopus ID)
Tillgänglig från: 2021-06-23 Skapad: 2021-06-23 Senast uppdaterad: 2025-02-20Bibliografiskt granskad
5. Evaluation of intensified dengue control measures with interrupted time series analysis in the Panadura Medical Officer of Health division in Sri Lanka: a case study and cost-effectiveness analysis
Öppna denna publikation i ny flik eller fönster >>Evaluation of intensified dengue control measures with interrupted time series analysis in the Panadura Medical Officer of Health division in Sri Lanka: a case study and cost-effectiveness analysis
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2019 (Engelska)Ingår i: The Lancet Planetary Health, E-ISSN 2542-5196, Vol. 3, nr 5, s. e211-e218Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Background: Dengue has become a major public health problem in Sri Lanka with a considerable economic burden. As a response, in June, 2014, the Ministry of Health initiated a proactive vector control programme in partnership with military and police forces, known as the Civil-Military Cooperation (CIMIC) programme, that was targeted at high-risk Medical Officer of Health (MOH) divisions in the country. Evaluating the effectiveness and cost-effectiveness of population-level interventions is essential to guide public health planning and resource allocation decisions, particularly in resource-limited health-care settings.

Methods: Using an interrupted time series design with a non-linear extension, we evaluated the impact of vector control interventions from June 22, 2014, to Dec 29, 2016, in Panadura, a high-risk MOH division in Western Province, Sri Lanka. We used dengue notification and larval survey data to estimate the reduction in Breteau index and dengue incidence before and after the intervention using two separate models, adjusting for time-varying confounding variables (ie, rainfall, temperature, and the Oceanic Niño Index). We also assessed the cost and cost-effectiveness of the CIMIC programme from the perspective of the National Dengue Control Unit under the scenarios of different levels of hospitalisation of dengue cases (low [25%], medium [50%], and high [75%]) in terms of cost per disability-adjusted life-year averted (DALY).

Findings: Vector control interventions had a significant impact on combined Breteau index (relative risk reduction 0·43, 95% CI 0·26 to 0·70) and on dengue incidence (0·43, 0·28 to 0·67), the latter becoming prominent 2 months after the intervention onset. The mean number of averted dengue cases was estimated at 2192 (95% CI 1741 to 2643), and the total cost of the CIMIC programme at 2016 US$271 615. Personnel costs accounted for about 89% of the total cost. In the base-case scenario of moderate level of hospitalisation, the CIMIC programme was cost-saving with a probability of 70% under both the lowest ($453) and highest ($1686) cost-effectiveness thresholds, resulting in a net saving of $20 247 (95% CI −57 266 to 97 790) and averting 176 DALYs (133 to 226), leading to a cost of −$98 (−497 to 395) per DALY averted. This was also the case for the scenario with high hospitalisation levels (cost per DALY averted −$512, 95% CI −872 to −115) but with a higher probability of 99%. In the scenario with low hospitalisation levels (cost per DALY averted $690, 143 to 1379), although the CIMIC programme was cost-ineffective at the lowest threshold with a probability of 77%, it was cost-effective at the highest threshold with a probability of 99%.

Interpretation: This study suggests that communities affected by dengue can benefit from investments in vector control if interventions are implemented rigorously and coordinated well across sectors. By doing so, it is possible to reduce the disease and economic burden of dengue in endemic settings.

Funding: None.

Ort, förlag, år, upplaga, sidor
Elsevier, 2019
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:umu:diva-163272 (URN)10.1016/S2542-5196(19)30057-9 (DOI)000525909900009 ()31128766 (PubMedID)2-s2.0-85065896383 (Scopus ID)
Tillgänglig från: 2019-09-12 Skapad: 2019-09-12 Senast uppdaterad: 2025-02-20Bibliografiskt granskad

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