Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling
Background: Malaria causes over 400,000 estimated deaths annually worldwide, with about 90% in sub-Saharan Africa. Long-lasting insecticidal nets (LLINs) and indoor residual spraying (IRS) are two vector-control interventions proven to reduce malaria transmission, but their use together compared to...
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Université d'Ottawa / University of Ottawa
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Online Access: | http://hdl.handle.net/10393/35376 http://dx.doi.org/10.20381/ruor-334 |
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ndltd-uottawa.ca-oai-ruor.uottawa.ca-10393-353762018-01-05T19:02:52Z Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling Tomayer, Andrew Smith, Robert Kulkarni, Manisha Malaria Mathematical modelling Long-lasting insecticidal nets Indoor residual spraying Vector control Background: Malaria causes over 400,000 estimated deaths annually worldwide, with about 90% in sub-Saharan Africa. Long-lasting insecticidal nets (LLINs) and indoor residual spraying (IRS) are two vector-control interventions proven to reduce malaria transmission, but their use together compared to separate has shown mixed results. Methodology: We used a mathematical model to examine the impact of LLINs and IRS on malaria transmission. Time-series analyses and basic reproductive numbers (R0) were developed using MATLAB. We also assessed IRS timing and performed a sensitivity analysis on R0. Results: Modelling scenarios combining LLINs with IRS were similar to those with LLINs alone. Shorter IRS impulses had greater reductions in mosquito populations. The LLIN feeding-inhibition rate was a key parameter with a negative correlation to R0. Discussion/Conclusion: We developed an understanding of the effect of vector-control strategies on malaria transmission. IRS, when paired with LLINs, showed only small improvements in reducing malaria transmission compared to LLINs alone. These results can assist vector-control programmes. 2016-11-17T16:44:00Z 2016-11-17T16:44:00Z 2016 Thesis http://hdl.handle.net/10393/35376 http://dx.doi.org/10.20381/ruor-334 en Université d'Ottawa / University of Ottawa |
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Malaria Mathematical modelling Long-lasting insecticidal nets Indoor residual spraying Vector control |
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Malaria Mathematical modelling Long-lasting insecticidal nets Indoor residual spraying Vector control Tomayer, Andrew Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling |
description |
Background: Malaria causes over 400,000 estimated deaths annually worldwide, with about 90% in sub-Saharan Africa. Long-lasting insecticidal nets (LLINs) and indoor residual spraying (IRS) are two vector-control interventions proven to reduce malaria transmission, but their use together compared to separate has shown mixed results.
Methodology: We used a mathematical model to examine the impact of LLINs and IRS on malaria transmission. Time-series analyses and basic reproductive numbers (R0) were developed using MATLAB. We also assessed IRS timing and performed a sensitivity analysis on R0.
Results: Modelling scenarios combining LLINs with IRS were similar to those with LLINs alone. Shorter IRS impulses had greater reductions in mosquito populations. The LLIN feeding-inhibition rate was a key parameter with a negative correlation to R0.
Discussion/Conclusion: We developed an understanding of the effect of vector-control strategies on malaria transmission. IRS, when paired with LLINs, showed only small improvements in reducing malaria transmission compared to LLINs alone. These results can assist vector-control programmes. |
author2 |
Smith, Robert |
author_facet |
Smith, Robert Tomayer, Andrew |
author |
Tomayer, Andrew |
author_sort |
Tomayer, Andrew |
title |
Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling |
title_short |
Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling |
title_full |
Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling |
title_fullStr |
Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling |
title_full_unstemmed |
Impact of Indoor Residual Spraying and Insecticide-treated Bed Nets on Malaria Transmission in Sub-Saharan Africa Using Mathematical Modelling |
title_sort |
impact of indoor residual spraying and insecticide-treated bed nets on malaria transmission in sub-saharan africa using mathematical modelling |
publisher |
Université d'Ottawa / University of Ottawa |
publishDate |
2016 |
url |
http://hdl.handle.net/10393/35376 http://dx.doi.org/10.20381/ruor-334 |
work_keys_str_mv |
AT tomayerandrew impactofindoorresidualsprayingandinsecticidetreatedbednetsonmalariatransmissioninsubsaharanafricausingmathematicalmodelling |
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1718598699268964352 |