Evidence map›Paper›PMID 34020231›Full record

ArticleHealth & place2021

Individual, household and neighborhood risk factors for malaria in the Democratic Republic of the Congo support new approaches to programmatic intervention.

Margaret Carrel, Seungwon Kim, Melchior Kashamuka Mwandagalirwa, Nono Mvuama, Joseph A Bala, Marthe Nkalani, Georges Kihuma, Joseph Atibu, Alpha Oumar Diallo, Varun Goel and 5 more

Abstract read
In one paragraph

Article in Health & place, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Challenges in Malaria Diagnosis and Treatment in Kinshasa Province, Democratic Republic of the Congo.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Margaret CarrelDepartment of Geographical & Sustainability Sciences, 305 Jessup Hall, University of Iowa, Iowa City, IA, 52245, USA. Electronic address: margaret-carrel@uiowa.edu.
Seungwon KimDepartment of Geographical & Sustainability Sciences, 305 Jessup Hall, University of Iowa, Iowa City, IA, 52245, USA. Electronic address: seungwon-kim-1@uiowa.edu.
Melchior Kashamuka MwandagalirwaDepartment of Epidemiology, CB7435, McGavran-Greenberg Hall, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA; Ecole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: mwandaga@email.unc.edu.
Nono MvuamaEcole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: donmvuama@yahoo.fr.
Joseph A BalaEcole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: jalexandrebala@yahoo.fr.
Marthe NkalaniEcole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: marthenkalani@gmail.com.
Georges KihumaEcole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: georgeskihuma@gmail.com.
Joseph AtibuEcole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: fejef576@gmail.com.
Alpha Oumar DialloDepartment of Epidemiology, CB7435, McGavran-Greenberg Hall, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA. Electronic address: oumar.diallo@unc.edu.
Varun GoelDepartment of Geography, CB3220, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA. Electronic address: varung@live.unc.edu.
Kyaw L ThwaiDepartment of Epidemiology, CB7435, McGavran-Greenberg Hall, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA. Electronic address: thwai@email.unc.edu.
Jonathan J JulianoDepartment of Epidemiology, CB7435, McGavran-Greenberg Hall, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA; Division of Infectious Diseases, School of Medicine, CB#7030, 130 Mason Farm Road, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA. Electronic address: jonathan_juliano@med.unc.edu.
Michael EmchDepartment of Geography, CB3220, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA. Electronic address: emch@unc.edu.
Antoinette TshefuEcole de Sante Publique, Faculte de Medecine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo, USA. Electronic address: antotshe@yahoo.com.
Jonathan B ParrDivision of Infectious Diseases, School of Medicine, CB#7030, 130 Mason Farm Road, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599, USA. Electronic address: jonathan_parr@med.unc.edu.

Funding

Carolina Population CenterR24HD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MORGAN, SAMUEL PHILIP · 2005 to 2014
$10.0M
Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
RDT-undetectable Malaria in the DR Congo: Epidemiology and Development of AlternativesR01AI132547 · NIAID · UNIV OF NORTH CAROLINA CHAPEL HILL · PI DINGLASAN, RHOEL DAVID RAMOS, JULIANO, JONATHAN J · 2018 to 2022
$3.6M
Epidemiological and Spatial Models of Malaria TransmissionR01AI107949 · NIAID · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MESHNICK, STEVEN RICHARD · 2014 to 2018
$2.5M
A longitudinal epidemiological and epidemiological study of malaria and its vectors in the Kinshasa provinceR01AI129812 · NIAID · KINSHASA SCHOOL OF PUBLIC HEALTH · PI TSHEFU, ANTOINETTE KITOTO · 2017 to 2021
$674k
NIAID NIH HHS R01 AI107949NIAID NIH HHS R01 AI129812NIAID NIH HHS R01 AI132547NICHD NIH HHS P2C HD050924NICHD NIH HHS R24 HD050924
6 · The paper itself

Abstract

backgroundThe Democratic Republic of the Congo (DRC) remains one of the countries most impacted by malaria despite decades of control efforts, including multiple mass insecticide treated net (ITN) distribution campaigns. The multi-scalar and complex nature of malaria necessitates an understanding of malaria risk factors over time and at multiple levels (e.g., individual, household, community). Surveillance of households in both rural and urban settings over time, coupled with detailed behavioral and geographic data, enables the detection of seasonal trends in malaria prevalence and malaria-associated behaviors as well as the assessment of how the local environments within and surrounding an individual's household impact malaria outcomes.

methodsParticipants from seven sites in Kinshasa Province, DRC were followed for over two years. Demographic, behavioral, and spatial information was gathered from enrolled households. Malaria was assessed using both rapid diagnostic tests (RDT) and polymerase chain reaction (PCR) and seasonal trends were assessed. Hierarchical regression modeling tested associations between behavioral and environmental factors and positive RDT and PCR outcomes at individual, household and neighborhood scales.

resultsAmong 1591 enrolled participants, malaria prevalence did not consistently vary seasonally across the sites but did vary by age and ITN usage. Malaria was highest and ITN usage lowest in children ages 6-15 years across study visits and seasons. Having another member of the household test positive for malaria significantly increased the risk of an individual having malaria [RDT: OR = 4.158 (2.86-6.05); PCR: OR = 3.37 (2.41-4.71)], as did higher malaria prevalence in the 250 m neighborhood around the household [RDT: OR = 2.711 (1.42-5.17); PCR: OR = 4.056 (2.3-7.16)]. Presence of water within close proximity to the household was also associated with malaria outcomes.

conclusionsTaken together, these findings suggest that targeting non-traditional age groups, children >5 years old and teenagers, and deploying household- and neighborhood-focused interventions may be effective strategies for improving malaria outcomes in high-burden countries like the DRC.

Indexed as

MalariaAdolescentChildChild, PreschoolDemocratic Republic of the CongoFamily CharacteristicsHumansPrevalenceRisk FactorsDemocratic Republic of the CongoGeographicHouseholdLongitudinalMalariaRuralSeasonal

Identifiers

PMID34020231
PMCPMC8328915

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.