Skip to main content
Top
Published in: Malaria Journal 1/2020

Open Access 01-12-2020 | Malaria | Research

Individual, community and region level predictors of insecticide-treated net use among women in Uganda: a multilevel analysis

Authors: Edward Kwabena Ameyaw, Yusuf Olushola Kareem, Sanni Yaya

Published in: Malaria Journal | Issue 1/2020

Login to get access

Abstract

Background

Use of insecticide-treated net (ITN) has been identified by the World Health Organization as an effective approach for malaria prevention. The government of Uganda has instituted measures to enhance ITN supply over the past decade, however, the country ranks third towards the global malaria burden. As a result, this study investigated how individual, community and region level factors affect ITN use among women of reproductive age in Uganda.

Methods

The 2018–2019 Malaria Indicator Survey of Uganda involving 7798 women aged 15–49 was utilized. The descriptive summaries of ITN use were analysed by individual, community and region level factors. Based on the hierarchical nature of the data, four distinct binomial multilevel logistic regression models were fitted using the MLwiN 3.05 module in Stata. The parameters were estimated using the Markov Chain Monte Carlo (MCMC) estimation procedure and Bayesian Deviance Information Criterion was used to identify the model with a better fit.

Results

The proportion of women who use ITN was 78.2% (n = 6097). Poor household wealth status [aOR = 1.66, Crl = 1.55–1.80], knowing that sleeping under ITN prevents malaria [aOR = 1.11, Crl = 1.05–1.24] and that destroying mosquito breeding sites can prevent malaria [aOR = 1.85, Crl = 1.75–1.98] were associated with higher odds of ITN use. ITN use attributable to regional and community level random effects was 39.1% and 45.2%, respectively.

Conclusion

The study has illustrated that ITN policies and interventions in Uganda need to be sensitive to community and region level factors that affect usage. Also, strategies to enhance women’s knowledge on malaria prevention is indispensable in improving ITN use.
Literature
2.
go back to reference WHO. World malaria report 2019. Geneva: World Health Organization; 2019. WHO. World malaria report 2019. Geneva: World Health Organization; 2019.
3.
go back to reference Ministry of Health. Uganda national malaria control policy. Ministry of Health: Republic of Uganda; 2011. Ministry of Health. Uganda national malaria control policy. Ministry of Health: Republic of Uganda; 2011.
4.
go back to reference Goverment of Uganda. President’s Malaria Initiative: malaria operational plan FY 2019. Uganda; 2019. Goverment of Uganda. President’s Malaria Initiative: malaria operational plan FY 2019. Uganda; 2019.
5.
go back to reference Nuwamanya S, Kansiime N, Aheebwe E, Akatukwasa C, Nabulo H, Turyakira E, et al. Utilization of Long-lasting insecticide treated nets and parasitaemia at 6 months after a mass distribution exercise among households in Mbarara Municipality, Uganda: a cross-sectional community based study. Malar Res Treat. 2018;2018:4387506.PubMedPubMedCentral Nuwamanya S, Kansiime N, Aheebwe E, Akatukwasa C, Nabulo H, Turyakira E, et al. Utilization of Long-lasting insecticide treated nets and parasitaemia at 6 months after a mass distribution exercise among households in Mbarara Municipality, Uganda: a cross-sectional community based study. Malar Res Treat. 2018;2018:4387506.PubMedPubMedCentral
6.
go back to reference Taremwa IM, Ashaba S, Adrama HO, Ayebazibwe C, Omoding D, Kemeza I, et al. Knowledge, attitude and behaviour towards the use of insecticide treated mosquito nets among pregnant women and children in rural Southwestern Uganda. BMC Public Health. 2017;17:794.CrossRef Taremwa IM, Ashaba S, Adrama HO, Ayebazibwe C, Omoding D, Kemeza I, et al. Knowledge, attitude and behaviour towards the use of insecticide treated mosquito nets among pregnant women and children in rural Southwestern Uganda. BMC Public Health. 2017;17:794.CrossRef
7.
go back to reference Ahmed SM, Zerihun A. Possession and usage of insecticidal bed nets among the people of Uganda: is BRAC Uganda Health Programme pursuing a pro-poor path? PLoS ONE. 2010;5:e12660.CrossRef Ahmed SM, Zerihun A. Possession and usage of insecticidal bed nets among the people of Uganda: is BRAC Uganda Health Programme pursuing a pro-poor path? PLoS ONE. 2010;5:e12660.CrossRef
8.
go back to reference Aluko JO, Oluwatosin AO. Utilization of insecticide treated nets during pregnancy among postpartum women in Ibadan, Nigeria: a cross-sectional study. BMC Pregnancy Childbirth. 2012;12:21.CrossRef Aluko JO, Oluwatosin AO. Utilization of insecticide treated nets during pregnancy among postpartum women in Ibadan, Nigeria: a cross-sectional study. BMC Pregnancy Childbirth. 2012;12:21.CrossRef
9.
go back to reference Muhumuza E, Namuhani N, Balugaba BE, Namata J, Kiracho EE. Factors associated with use of malaria control interventions by pregnant women in Buwunga subcounty, Bugiri District. Malar J. 2016;15:342.CrossRef Muhumuza E, Namuhani N, Balugaba BE, Namata J, Kiracho EE. Factors associated with use of malaria control interventions by pregnant women in Buwunga subcounty, Bugiri District. Malar J. 2016;15:342.CrossRef
10.
go back to reference Choonara S, Odimegwu CO, Elwange BC. Factors influencing the usage of different types of malaria prevention methods during pregnancy in Kenya. Afr Health Sci. 2015;15:413–9.CrossRef Choonara S, Odimegwu CO, Elwange BC. Factors influencing the usage of different types of malaria prevention methods during pregnancy in Kenya. Afr Health Sci. 2015;15:413–9.CrossRef
11.
go back to reference Tobin-West CI, Kanu EN. Factors influencing the use of malaria prevention methods among women of reproductive age in peri-urban communities of Port harcourt city, Nigeria. Niger Postgrad Med J. 2016;23:6–11.CrossRef Tobin-West CI, Kanu EN. Factors influencing the use of malaria prevention methods among women of reproductive age in peri-urban communities of Port harcourt city, Nigeria. Niger Postgrad Med J. 2016;23:6–11.CrossRef
12.
go back to reference Uganda National Malaria Control Division (NMCD), Uganda Bureau of Statistics (UBOS), ICF. Uganda Malaria Indicator Survey 2018–19. Kampala, Uganda, and Rockville, Maryland, USA: NMCD, UBOS, and ICF; 2020. Uganda National Malaria Control Division (NMCD), Uganda Bureau of Statistics (UBOS), ICF. Uganda Malaria Indicator Survey 2018–19. Kampala, Uganda, and Rockville, Maryland, USA: NMCD, UBOS, and ICF; 2020.
13.
go back to reference Larsen K, Petersen JH, Budtz-Jørgensen E, Endahl L. Interpreting parameters in the logistic regression model with random effects. Biometrics. 2000;56:909–14.CrossRef Larsen K, Petersen JH, Budtz-Jørgensen E, Endahl L. Interpreting parameters in the logistic regression model with random effects. Biometrics. 2000;56:909–14.CrossRef
14.
go back to reference Larsen K, Merlo J. Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. Am J Epidemiol. 2005;161:81–8.CrossRef Larsen K, Merlo J. Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. Am J Epidemiol. 2005;161:81–8.CrossRef
15.
go back to reference Tu Y-K, Kellett M, Clerehugh V, Gilthorpe MS. Problems of correlations between explanatory variables in multiple regression analyses in the dental literature. Br Dental J. 2005;199:457–61.CrossRef Tu Y-K, Kellett M, Clerehugh V, Gilthorpe MS. Problems of correlations between explanatory variables in multiple regression analyses in the dental literature. Br Dental J. 2005;199:457–61.CrossRef
16.
go back to reference Goldstein H. Multilevel statistical models. London: Hodder Arnold; 2003. Goldstein H. Multilevel statistical models. London: Hodder Arnold; 2003.
17.
go back to reference Rasbash J, Charlton C, Browne WJ, Healy M, Cameron B. MLwiN Version 2.36. Centre for Multilevel Modelling, University of Bristol. 2015. Rasbash J, Charlton C, Browne WJ, Healy M, Cameron B. MLwiN Version 2.36. Centre for Multilevel Modelling, University of Bristol. 2015.
18.
go back to reference Manu G, Boamah-Kaali EA, Febir LG, Ayipah E, Owusu-Agyei S, Asante KP. Low utilization of insecticide-treated bed net among pregnant women in the middle belt of Ghana. Malar Res Treat. 2017;2017:7481210.PubMedPubMedCentral Manu G, Boamah-Kaali EA, Febir LG, Ayipah E, Owusu-Agyei S, Asante KP. Low utilization of insecticide-treated bed net among pregnant women in the middle belt of Ghana. Malar Res Treat. 2017;2017:7481210.PubMedPubMedCentral
19.
go back to reference Hill J, Hoyt J, van Eijk AM, D’Mello-Guyett L, ter Kuile FO, Steketee R, et al. Factors affecting the delivery, access, and use of interventions to prevent malaria in pregnancy in sub-Saharan Africa: a systematic review and meta-analysis. PLoS Med. 2013;10:e1001488.CrossRef Hill J, Hoyt J, van Eijk AM, D’Mello-Guyett L, ter Kuile FO, Steketee R, et al. Factors affecting the delivery, access, and use of interventions to prevent malaria in pregnancy in sub-Saharan Africa: a systematic review and meta-analysis. PLoS Med. 2013;10:e1001488.CrossRef
20.
go back to reference Pulford J, Hetzel MW, Bryant M, Siba PM, Mueller I. Reported reasons for not using a mosquito net when one is available: a review of the published literature. Malar J. 2011;10:83.CrossRef Pulford J, Hetzel MW, Bryant M, Siba PM, Mueller I. Reported reasons for not using a mosquito net when one is available: a review of the published literature. Malar J. 2011;10:83.CrossRef
21.
go back to reference Krezanoski PJ, Nambogo N, Campbell JI, Bangsberg DR. Maternal attitudes about objectively monitored bednet use in rural Uganda. Malar Res Treat. 2016;2016:8727131.PubMedPubMedCentral Krezanoski PJ, Nambogo N, Campbell JI, Bangsberg DR. Maternal attitudes about objectively monitored bednet use in rural Uganda. Malar Res Treat. 2016;2016:8727131.PubMedPubMedCentral
22.
go back to reference Ricotta E, Oppong S, Yukich JO, Briët OJ. Determinants of bed net use conditional on access in population surveys in Ghana. Malar J. 2019;18:63.CrossRef Ricotta E, Oppong S, Yukich JO, Briët OJ. Determinants of bed net use conditional on access in population surveys in Ghana. Malar J. 2019;18:63.CrossRef
23.
go back to reference Ruyange MM, Condo J, Karema C, Binagwaho A, Rukundo A, Muyirukazi Y. Factors associated with the non-use of insecticide-treated nets in Rwandan children. Malar J. 2016;15:355.CrossRef Ruyange MM, Condo J, Karema C, Binagwaho A, Rukundo A, Muyirukazi Y. Factors associated with the non-use of insecticide-treated nets in Rwandan children. Malar J. 2016;15:355.CrossRef
24.
go back to reference Adedokun ST, Uthman OA. Individual and contextual correlates of mosquito net use among women in Nigeria. Malar J. 2020;19:138.CrossRef Adedokun ST, Uthman OA. Individual and contextual correlates of mosquito net use among women in Nigeria. Malar J. 2020;19:138.CrossRef
26.
go back to reference Kanyangarara M, Hamapumbu H, Mamini E, Lupiya J, Stevenson JC, Mharakurwa S, et al. Malaria knowledge and bed net use in three transmission settings in southern Africa. Malar J. 2018;17:41.CrossRef Kanyangarara M, Hamapumbu H, Mamini E, Lupiya J, Stevenson JC, Mharakurwa S, et al. Malaria knowledge and bed net use in three transmission settings in southern Africa. Malar J. 2018;17:41.CrossRef
27.
go back to reference Strecher VJ, Rosenstock IM. The health belief model: Cambridge handbook of psychology, health medicine; 1997, p. 117. Strecher VJ, Rosenstock IM. The health belief model: Cambridge handbook of psychology, health medicine; 1997, p. 117.
28.
go back to reference Kimbi HK, Nkesa SB, Ndamukong-Nyanga JL, Sumbele IU, Atashili J, Atanga MB. Knowledge and perceptions towards malaria prevention among vulnerable groups in the Buea Health District, Cameroon. BMC Public Health. 2014;14:883.CrossRef Kimbi HK, Nkesa SB, Ndamukong-Nyanga JL, Sumbele IU, Atashili J, Atanga MB. Knowledge and perceptions towards malaria prevention among vulnerable groups in the Buea Health District, Cameroon. BMC Public Health. 2014;14:883.CrossRef
29.
go back to reference Lover AA, Sutton BA, Asy AJ, Wilder-Smith A. An exploratory study of treated-bed nets in Timor-Leste: patterns of intended and alternative usage. Malar J. 2011;10:199.CrossRef Lover AA, Sutton BA, Asy AJ, Wilder-Smith A. An exploratory study of treated-bed nets in Timor-Leste: patterns of intended and alternative usage. Malar J. 2011;10:199.CrossRef
31.
go back to reference Sangare LR, Weiss NS, Brentlinger PE, Richardson BA, Staedke SG, Kiwuwa MS, et al. Determinants of use of insecticide treated nets for the prevention of malaria in pregnancy: Jinja, Uganda. PLoS ONE. 2012;7:e39712.CrossRef Sangare LR, Weiss NS, Brentlinger PE, Richardson BA, Staedke SG, Kiwuwa MS, et al. Determinants of use of insecticide treated nets for the prevention of malaria in pregnancy: Jinja, Uganda. PLoS ONE. 2012;7:e39712.CrossRef
32.
go back to reference Nkoka O, Chuang T-W, Chuang K-Y, Chen Y-H. Factors associated with insecticide-treated net usage among women of childbearing age in Malawi: a multilevel analysis. Malar J. 2018;17:372.CrossRef Nkoka O, Chuang T-W, Chuang K-Y, Chen Y-H. Factors associated with insecticide-treated net usage among women of childbearing age in Malawi: a multilevel analysis. Malar J. 2018;17:372.CrossRef
33.
go back to reference Njumkeng C, Apinjoh TO, Anchang-Kimbi JK, Amin ET, Tanue EA, Njua-Yafi C, et al. Coverage and usage of insecticide treated nets (ITNs) within households: associated factors and effect on the prevalance of malaria parasitemia in the Mount Cameroon area. BMC Public Health. 2019;19:1216.CrossRef Njumkeng C, Apinjoh TO, Anchang-Kimbi JK, Amin ET, Tanue EA, Njua-Yafi C, et al. Coverage and usage of insecticide treated nets (ITNs) within households: associated factors and effect on the prevalance of malaria parasitemia in the Mount Cameroon area. BMC Public Health. 2019;19:1216.CrossRef
34.
go back to reference Bennett A, Smith SJ, Yambasu S, Jambai A, Alemu W, Kabano A, et al. Household possession and use of insecticide-treated mosquito nets in Sierra Leone 6 months after a national mass-distribution campaign. PLoS ONE. 2012;7:e37927.CrossRef Bennett A, Smith SJ, Yambasu S, Jambai A, Alemu W, Kabano A, et al. Household possession and use of insecticide-treated mosquito nets in Sierra Leone 6 months after a national mass-distribution campaign. PLoS ONE. 2012;7:e37927.CrossRef
Metadata
Title
Individual, community and region level predictors of insecticide-treated net use among women in Uganda: a multilevel analysis
Authors
Edward Kwabena Ameyaw
Yusuf Olushola Kareem
Sanni Yaya
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Malaria
Published in
Malaria Journal / Issue 1/2020
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/s12936-020-03412-4

Other articles of this Issue 1/2020

Malaria Journal 1/2020 Go to the issue