{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,19]],"date-time":"2026-10-19T13:38:47Z","timestamp":1792417127990,"version":"4.4.0"},"reference-count":30,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2023,8,16]],"date-time":"2023-08-16T00:00:00Z","timestamp":1692144000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Epidemiol."],"abstract":"<jats:sec><jats:title>Introduction<\/jats:title><jats:p>Mozambique has the fourth highest malaria cases and malaria mortality globally. Locally, malaria incidence increases from low in the southern region to high in the central and northern regions. Manica Province in central Mozambique has the fourth highest prevalence of malaria out of the 11 provinces, and the highest in the central region of the country. In this area where coverage of interventions has been limited, household level risk factors can be important for understanding the natural history of infection, as well as the implementation of current and future interventions. There has been indication that the relationship between household structure and malaria risk is actually a mediating one between the true relationship between household income and education and <jats:italic>Plasmodium falciparum<\/jats:italic> infection. The objective of this study was to determine and quantify these complex relationships.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>We conducted a community-based cross-sectional study in Sussundenga village. Sussundenga is a rural village, located in Sussundenga District, Manica Province, Mozambique. We enrolled 303 participants from 83 randomly selected households. We collected information on demographics, household construction, and administered a <jats:italic>P. falciparum<\/jats:italic> rapid diagnostic test (RDT). We constructed several generalized estimating equations logistic regression models to determine the independent effects of housing construction on malaria risk. We also constructed models separate from generalized estimating equations logistic mediation models to determine the proportion of effects mediated by household construction material in the relationship between head of household occupation and education and malaria risk.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>The overall malaria prevalence among the study population by RDT was 30.8%. In the multivariable model adjusting for all individual and household factors as potential confounders, rudimentary roof structure was the only household structural variable that was statistically significantly associated with increased malaria risk [OR 2.41 (1.03\u20135.63)]. We found no evidence that household structure mediated the relationship between head of household education or employment and malaria risk in our study population.<\/jats:p><\/jats:sec><jats:sec><jats:title>Discussion<\/jats:title><jats:p>Household structure was a significant risk factor for malaria infection in our study population. These findings are consistent with malaria being a disease of poverty and an area that could be targeted for future interventions that could have long-term impacts.<\/jats:p><\/jats:sec>","DOI":"10.3389\/fepid.2023.1137040","type":"journal-article","created":{"date-parts":[[2023,8,17]],"date-time":"2023-08-17T12:21:21Z","timestamp":1692274881000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Household structure is independently associated with malaria risk in rural Sussundenga, Mozambique"],"prefix":"10.3389","volume":"3","author":[{"given":"Kelly M.","family":"Searle","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dominique","family":"Earland","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Albino","family":"Francisco","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Valy","family":"Muhiro","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anis\u00edo","family":"Novela","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jo\u00e3o","family":"Ferr\u00e3o","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2023,8,16]]},"reference":[{"key":"B1","volume-title":"World malaria report, 2019","year":"2019"},{"key":"B2","doi-asserted-by":"publisher","first-page":"1561","DOI":"10.4269\/ajtmh.17-0299","article-title":"House structure is associated with Plasmodium falciparum infection in a low-transmission setting in Southern Zambia","volume":"97","author":"Ippolito","year":"2017","journal-title":"Am J Trop Med Hyg"},{"key":"B3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1186\/s12936-019-3097-z","article-title":"Childhood malaria case incidence in Malawi between 2004 and 2017: spatio-temporal modelling of climate and non-climate factors","volume":"19","author":"Chirombo","year":"2020","journal-title":"Malar J"},{"key":"B4","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1186\/s12936-019-2751-9","article-title":"Care-seeking behaviour and treatment practices for malaria in children under 5 years in Mozambique: a secondary analysis of 2011 DHS and 2015 IMASIDA datasets","volume":"18","author":"Cassy","year":"2019","journal-title":"Malar J"},{"key":"B5","doi-asserted-by":"publisher","first-page":"1056","DOI":"10.1016\/S0140-6736(19)31139-0","article-title":"Malaria eradication within a generation: ambitious, achievable, and necessary","volume":"394","author":"Feachem","year":"2019","journal-title":"Lancet"},{"key":"B6","doi-asserted-by":"publisher","first-page":"709","DOI":"10.1016\/S1473-3099(13)70140-3","article-title":"Further shrinking the malaria map: how can geospatial science help to achieve malaria elimination?","volume":"13","author":"Clements","year":"2013","journal-title":"Lancet Infect Dis"},{"key":"B7","doi-asserted-by":"publisher","first-page":"e1001165","DOI":"10.1371\/journal.pmed.1001165","article-title":"Hitting hotspots: spatial targeting of malaria for control and elimination","volume":"9","author":"Bousema","year":"2012","journal-title":"PLoS Med"},{"key":"B8","volume-title":"Malaria operational plan 2018","year":"2018"},{"key":"B9","volume-title":"Strategic malaria plan 2017-2022","year":"2017"},{"key":"B10","year":""},{"key":"B11","volume-title":"World malaria report, 2022","year":"2022"},{"key":"B12","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1186\/s12936-017-1866-0","article-title":"Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique","volume":"16","author":"Ferr\u00e3o","year":"2017","journal-title":"Malar J"},{"key":"B13","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1186\/s12936-020-03450-y","article-title":"The role of improved housing and living environments in malaria control and elimination","volume":"19","author":"Carter","year":"2020","journal-title":"Malar J"},{"key":"B14","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1186\/s12936-020-03232-6","article-title":"The effect of improved housing on indoor mosquito density and exposure to malaria in the rural community of Minkoameyos, Centre Region of Cameroon","volume":"19","author":"Nguela","year":"2020","journal-title":"Malar J"},{"key":"B15","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1186\/s12936-018-2463-6","article-title":"Housing type and risk of malaria among under-five children in Nigeria: evidence from the malaria indicator survey","volume":"17","author":"Morakinyo","year":"2018","journal-title":"Malar J"},{"key":"B16","doi-asserted-by":"publisher","first-page":"ofx071","DOI":"10.1093\/ofid\/ofx071","article-title":"Low-quality housing is associated with increased risk of malaria infection: a national population-based study from the low transmission setting of Swaziland","volume":"4","author":"Dlamini","year":"2017","journal-title":"Open Forum Infect Dis"},{"key":"B17","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1186\/s12936-015-0724-1","article-title":"The evidence for improving housing to reduce malaria: a systematic review and meta-analysis","volume":"14","author":"Tusting","year":"2015","journal-title":"Malar J"},{"key":"B18","doi-asserted-by":"publisher","first-page":"e0244284","DOI":"10.1371\/journal.pone.0244284","article-title":"Randomized trials of housing interventions to prevent malaria and Aedes-transmitted diseases: a systematic review and meta-analysis","volume":"16","author":"Kua","year":"2021","journal-title":"PLoS One"},{"key":"B19","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1186\/s13063-016-1400-7","article-title":"The RooPfs study to assess whether improved housing provides additional protection against clinical malaria over current best practice in The Gambia: study protocol for a randomized controlled study and ancillary studies","volume":"17","author":"Pinder","year":"2016","journal-title":"Trials"},{"key":"B20","doi-asserted-by":"publisher","first-page":"2131","DOI":"10.4269\/ajtmh.20-1378","article-title":"House structure is associated with malaria among febrile patients in a high-transmission region of Zambia","volume":"104","author":"Sikalima","year":"2021","journal-title":"Am J Trop Med Hyg"},{"key":"B21","doi-asserted-by":"publisher","first-page":"5692","DOI":"10.3390\/ijerph18115692","article-title":"Malaria temporal variation and modelling using time-series in Sussundenga district, Mozambique","volume":"18","author":"Ferr\u00e3o","year":"2021","journal-title":"Int J Environ Res Public Health"},{"key":"B22","doi-asserted-by":"publisher","first-page":"2568","DOI":"10.3390\/ijerph18052568","article-title":"Mapping risk of malaria as a function of anthropic and environmental conditions in Sussundenga village, Mozambique","volume":"18","author":"Ferr\u00e3o","year":"2021","journal-title":"Int J Environ Res Public Health"},{"key":"B23","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1037\/a0020761","article-title":"A general approach to causal mediation analysis","volume":"15","author":"Imai","year":"2010","journal-title":"Psychol Methods"},{"key":"B24","doi-asserted-by":"publisher","first-page":"e1002234","DOI":"10.1371\/journal.pmed.1002234","article-title":"Housing improvements and malaria risk in sub-Saharan Africa: a multi-country analysis of survey data","volume":"14","author":"Tusting","year":"2017","journal-title":"PLoS Med"},{"key":"B25","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.4269\/ajtmh.14-0828","article-title":"Poor housing construction associated with increased malaria incidence in a cohort of young Ugandan children","volume":"92","author":"Snyman","year":"2015","journal-title":"Am J Trop Med Hyg"},{"key":"B26","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1186\/s12936-018-2450-y","article-title":"Housing gaps, mosquitoes and public viewpoints: a mixed methods assessment of relationships between house characteristics, malaria vector biting risk and community perspectives in rural Tanzania","volume":"17","author":"Kaindoa","year":"2018","journal-title":"Malar J"},{"key":"B27","doi-asserted-by":"publisher","first-page":"196","DOI":"10.1186\/1475-2875-9-196","article-title":"Relevant microclimate for determining the development rate of malaria mosquitoes and possible implications of climate change","volume":"9","author":"Paaijmans","year":"2010","journal-title":"Malar J"},{"key":"B28","doi-asserted-by":"publisher","first-page":"e0155301","DOI":"10.1371\/journal.pone.0155301","article-title":"Effects of microclimate condition changes due to land use and land cover changes on the survivorship of malaria vectors in China\u2013Myanmar border region","volume":"11","author":"Zhong","year":"2016","journal-title":"PLoS One"},{"key":"B29","doi-asserted-by":"publisher","first-page":"e220","DOI":"10.1016\/S2542-5196(21)00002-4","article-title":"Improved housing versus usual practice for additional protection against clinical malaria in The Gambia (RooPfs): a household-randomised controlled trial","volume":"5","author":"Pinder","year":"2021","journal-title":"Lancet Planet Health"},{"key":"B30","doi-asserted-by":"publisher","first-page":"e039138","DOI":"10.1136\/bmjopen-2020-039138","article-title":"Modelling geographical accessibility to support disaster response and rehabilitation of a healthcare system: an impact analysis of cyclones Idai and Kenneth in Mozambique","volume":"10","author":"Hierink","year":"2020","journal-title":"BMJ Open"}],"container-title":["Frontiers in Epidemiology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fepid.2023.1137040\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,17]],"date-time":"2023-08-17T12:21:26Z","timestamp":1692274886000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fepid.2023.1137040\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,16]]},"references-count":30,"alternative-id":["10.3389\/fepid.2023.1137040"],"URL":"https:\/\/doi.org\/10.3389\/fepid.2023.1137040","relation":{},"ISSN":["2674-1199"],"issn-type":[{"value":"2674-1199","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,16]]},"article-number":"1137040"}}