| Literature DB >> 32819368 |
Jacklin F Mosha1, Eliud Lukole2, J Derek Charlwood3, Alexandra Wright3, Mark Rowland3, Olivia Bullock3, Alphaxard Manjurano2, William Kisinza4, Franklin W Mosha5, Immo Kleinschmidt6, Natacha Protopopoff3.
Abstract
BACKGROUND: Long-lasting insecticidal nets (LLINs) are the most widely deployed vector control intervention in sub-Saharan Africa to prevent malaria. Recent reports indicate selection of pyrethroid insecticide resistance is widespread in mosquito vectors. This paper explores risk factors associated with malaria infection prevalence and vector density between mass distribution campaigns, changes in net coverage, and loss of protection in an area of high pyrethroid resistance in Northwest Tanzania.Entities:
Keywords: Effectiveness; Llins; Malaria; Tanzania; Vectors
Mesh:
Year: 2020 PMID: 32819368 PMCID: PMC7441624 DOI: 10.1186/s12936-020-03369-4
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Definition of variables
| Indicators | Description |
|---|---|
| Age | Age was categorized into three groups: 0.5–1 year, 2–4 years and 5–14 years |
| Altitude | Altitude (metres) was categorized into three groups with the following cutoff Low altitude ranging (1128–1264), Medium altitude ranging (1265–1352) High altitude ranging (1353–1654) |
| Social economic status | SES was created as a weighted sum of data on household possessions and utilities, using principal components analysis and divided into tertiles |
| Improved housing structure | Is a binary variable where houses are coded as ‘yes’ if they have at least one of the following intact ceiling, brick walls, plastered walls, full cement floors and iron roofs |
| Household crowding | Number of people sleeping per room. Number of sleepers per room was dichotomized into groups with 1, and > 1 person sleeping in the room |
| Eaves of the house | Binary variable ‘open’ if household has open eaves or ‘closed’ if household has no open eaves |
| LLINs’ ownership | Binary variable ‘yes’ if household owns at least one LLIN |
| Individual LLIN condition | Physical condition of the net used by sleeper. The variable is categorized in. 1/ good condition net (PHI 0–64). 2/ moderate condition net (PHI 65–642) and 3/ torn net (PHI > 643) |
| Individual LLIN usage | This is a binary variable indicating whether individual is sleeping under a net or not |
| Household net access | Binary variable ‘yes’ if household owns enough net to cover every sleeping place. Which is number of LLINs owned (regardless if used or not) divided by the number of sleeping places |
| Indoor residual spraying (IRS) | Binary variable ‘yes’ if household was sprayed in 2013 |
| Livestock present | Binary variable ‘yes’ if livestock are owned |
| Animal kept inside the house | Binary variable ‘yes’ if animals are sleeping inside the household, this included goats, sheep and cows |
| Level of education of head of household | Binary variable ‘yes’ if the head of household has at least completed primary education |
| Moderate to severe Anaemia | Defined as haemoglobin < 8 g/dL |
Fig. 1Study profile for household, individual selection and entomological monitoring
Factors associated with malaria infection in the univariate and multivariate analysis
| Number of children | % with malaria infection (%) | Univariate | Multivariate | |||||
|---|---|---|---|---|---|---|---|---|
| OR | 96% CI | p-value | OR | 96% CI | p-value | |||
| Altitude (metres) | ||||||||
| Low (1128–1264) | 1300 | 74.7 | 1 | |||||
| Medium (1265–1352) | 1291 | 68.1 | 0.38 | 0.28–0.50 | 0.001 | 0.78 | 0.42–1.43 | 0.416 |
| High (1353–1654) | 1266 | 51.0 | 0.14 | 0.10–0.20 | 0.001 | 0.27 | 0.14–0.55 | < 0.001 |
| Age | ||||||||
| < 1 year | 384 | 50.5 | 1 | |||||
| 2–4 years | 1062 | 63.0 | 1.86 | 1.44–2.41 | < 0.001 | 2.59 | 1.31–5.11 | 0.006 |
| 5–14 years | 2414 | 67.7 | 2.52 | 1.99–3.20 | < 0.001 | 3.82 | 1.89–7.72 | < 0.001 |
| Improved housing structure | ||||||||
| No | 589 | 76.9 | 1 | 1 | ||||
| Yes | 3272 | 62.5 | 0.32 | 0.22–0.48 | < 0.001 | 0.27 | 0.13–0.54 | < 0.001 |
| Socio economic status | ||||||||
| Poorest | 1261 | 72.6 | 1 | 1 | ||||
| Middle | 1264 | 64.3 | 0.72 | 0.59–0.86 | 0.001 | 0.98 | 0.51–1.89 | 0.961 |
| Least poor | 1258 | 57.6 | 0.50 | 0.42–0.60 | < 0.001 | 1.07 | 0.52–2.19 | 0.862 |
| Adequate access to LLINs | ||||||||
| No | 3167 | 66.0 | 1 | 1 | ||||
| Yes | 643 | 58.8 | 0.68 | 0.57–0.83 | < 0.001 | 0.57 | 0.34–0.98 | 0.042 |
| Individual net age | ||||||||
| < 2 years | 350 | 52.9 | 1 | 1 | ||||
| 2–3 years | 295 | 64.1 | 2.32 | 1.26–4.28 | 0.007 | 1.89 | 1.01–3.53 | 0.044 |
| 4 years and more | 299 | 65.9 | 2.37 | 1.28–4.37 | 0.006 | 1.90 | 1.02–3.58 | 0.004 |
| Sex | ||||||||
| Male | 1869 | 66.0 | 1 | |||||
| Female | 1870 | 63.4 | 0.87 | 0.75–1.01 | 0.061 | |||
| Eaves of the house | ||||||||
| Open | 2334 | 69.2 | 1 | |||||
| Closed | 1478 | 57.9 | 0.59 | 0.51–0.69 | < 0.001 | |||
| Livestock present | ||||||||
| No | 1026 | 67.6 | 1 | |||||
| Yes | 2786 | 63.7 | 0.77 | 0.65–0.91 | 0.002 | |||
| Animals kept inside the house | ||||||||
| No | 1857 | 63.5 | 1 | |||||
| Yes | 935 | 63.6 | 0.97 | 0.81–1.17 | 0.757 | |||
| Head of household attended school | ||||||||
| No | 1007 | 71.4 | 1 | |||||
| Yes (any schooling) | 2791 | 62.4 | 0.74 | 0.62–0.88 | 0.001 | |||
| IRS 18 months before | ||||||||
| No | 2798 | 67.0 | 1 | |||||
| Yes | 979 | 59.1 | 0.84 | 0.70–1.01 | 0.06 | |||
| Household owns at least 1 net | ||||||||
| No | 1165 | 69.1 | 1 | |||||
| Yes | 2647 | 62.6 | 0.71 | 0.60–0.83 | < 0.001 | |||
| Individual usage of LLIN | ||||||||
| Don’t use net | 2276 | 66.4 | 1 | |||||
| Use net | 1045 | 61.2 | 0.69 | 0.50–0.94 | 0.018 | |||
| Individual LLIN condition | ||||||||
| Use good condition net (PHI > 64) | 154 | 68.2 | 1 | |||||
| Use moderate condition net (PHI 65–642) | 206 | 61.7 | 0.65 | 0.28–1.49 | 0.307 | |||
| Use torn net (PHI > 643) | 221 | 63.8 | 0.77 | 0.34–1.77 | 0.544 | |||
Risk factors associated with vector density in the univariate and multivariate models
| Number of HH | Indoor vector density | Univariate | Multivariate | |||||
|---|---|---|---|---|---|---|---|---|
| IRR | 96% CI | p-value | IRR | 96% CI | p-value | |||
| Altitude (metres) | ||||||||
| 1133–1242 | 192 | 63.2 | 1 | 1 | ||||
| 1243–1302 | 191 | 22.6 | 0.63 | 0.49–0.80 | < 0.001 | 0.58 | 0.46–0.74 | < 0.001 |
| 1303–1373 | 192 | 6.8 | 0.51 | 0.40–0.66 | < 0.001 | 0.44 | 0.33–0.58 | < 0.001 |
| 1374–1651 | 191 | 5.7 | 0.39 | 0.29–0.51 | < 0.001 | 0.35 | 0.27–0.46 | < 0.001 |
| Wind during collection | ||||||||
| None/light | 433 | 28.2 | 1 | 1 | ||||
| Moderate/strong | 335 | 19.9 | 0.77 | 0.64–0.93 | 0.007 | 0.69 | 0.57–0.83 | < 0.001 |
| Livestock | ||||||||
| No | 267 | 17.5 | 1 | 1 | ||||
| Yes | 502 | 28.3 | 1.13 | 0.95–1.35 | 0.159 | 1.35 | 1.12–1.62 | 0.001 |
| Improved housing structure | ||||||||
| No | 579 | 29.3 | 1 | 1 | ||||
| Yes | 183 | 10.1 | 0.78 | 0.63–0.95 | 0.016 | 0.83 | 0.67–1.02 | 0.072 |
| Household using at least 1 LLIN | ||||||||
| No | 264 | 22.9 | 1 | 1 | ||||
| Yes | 505 | 25.4 | 0.79 | 0.66–0.93 | 0.006 | 0.78 | 0.66–0.92 | 0.004 |
| Number of rooms | 770 | 24.9 | 0.89 | 0.84–095 | < 0.001 | 0.90 | 0.84–0.96 | 0.001 |
| Household cooks inside the house | ||||||||
| No | 620 | 23.3 | 1 | |||||
| Yes | 149 | 29.6 | 1.31 | 1.07–1.59 | 0.010 | |||
| Total time house has been sprayed | 756 | 24.9 | 0.94 | 0.90–0.99 | 0.011 | |||
| Animal inside the house | ||||||||
| No | 308 | 29.2 | 1 | |||||
| Yes | 196 | 26.5 | 1.01 | 0.82–1.25 | 0.933 | |||
| Rain during collection | ||||||||
| None | 435 | 23.7 | 1 | |||||
| Light | 164 | 37.1 | 0.98 | 0.78–1.24 | 0.894 | |||
| Heavy | 169 | 14.5 | 1.15 | 0.92–1.44 | 0.234 | |||
| Eaves of the house | ||||||||
| Closed | 324 | 22.9 | 1 | |||||
| Open | 445 | 25.7 | 1.17 | 0.99–1.38 | 0.071 | |||