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Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia
Song-Quan Ong1,2, Hamdan Ahmad3, Ahmad Mohiddin Mohd Ngesom4
1UOW Malaysia KDU Penang University College, 32, Jalan Anson, George Town, Penang 10400, Malaysia.
Insights
COVID-19 lockdowns initially reduced dengue transmission significantly. However, dengue cases rebounded early and grew exponentially due to the predominant Aedes albopictus vector, suggesting increased vector movement.
Area of Science:
- Epidemiology
- Vector-borne disease control
- Public health interventions
Background:
- Large-scale human movement restrictions, such as COVID-19 lockdowns, can impact infectious disease dynamics.
- Dengue fever, a significant public health concern, is transmitted by Aedes mosquitoes.
Purpose of the Study:
- To evaluate the effect of COVID-19 lockdown measures on dengue transmission and vector populations.
- To compare dengue incidence during lockdown periods with historical data and predictive models.
Main Methods:
- Comparative analysis of weekly dengue incidences during lockdown against 2015-2019 data.
- Utilized a Seasonal Autoregressive Integrated Moving Average (SARIMA) model to simulate dengue trends without movement restrictions.
- Identified predominant mosquito species and correlated their occurrence with dengue incidence.
Main Results:
- Dengue incidence decreased significantly in the initial weeks of lockdown, falling below the SARIMA model's lower confidence level.
- The rate of dengue incidence decline was substantially steeper during lockdown compared to previous years and the simulated model.
- Dengue cases rebounded earlier than expected and exhibited exponential growth from the second stage of lockdown.
- Aedes albopictus was identified as the primary vector, showing a strong correlation with dengue incidence.
Conclusions:
- Movement restrictions effectively reduced dengue transmission in the short term.
- The predominant Aedes albopictus vector's behavior, potentially including diffusive effects, contributed to the accelerated resurgence of dengue incidence.
- Findings highlight the complex interplay between human movement, vector ecology, and dengue transmission during public health crises.
Abstract:
We aim to investigate the effect of large-scale human movement restrictions during the COVID-19 lockdown on both the dengue transmission and vector occurrences. This study compared the weekly dengue incidences during the period of lockdown to the previous years (2015 to 2019) and a Seasonal Autoregressive Integrated Moving Average (SARIMA) model that expected no movement restrictions. We found that the trend of dengue incidence during the first two weeks (stage 1) of lockdown decreased significantly with the incidences lower than the lower confidence level (LCL) of SARIMA. By comparing the magnitude of the gradient of decrease, the trend is 319% steeper than the trend observed in previous years and 650% steeper than the simulated model, indicating that the control of population movement did reduce dengue transmission. However, starting from stage 2 of lockdown, the dengue incidences demonstrated an elevation and earlier rebound by four weeks and grew with an exponential pattern. We revealed that Aedes albopictus is the predominant species and demonstrated a strong correlation with the locally reported dengue incidences, and therefore we proposed the possible diffusive effect of the vector that led to a higher acceleration of incidence rate.
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