Evidence map›Paper›PMID 39714303›Full record

ArticleEmerging infectious diseases2025

Social Contact Patterns in Rural and Urban Settings, Mozambique, 2021-2022.

Moses C Kiti, Charfudin Sacoor, Obianuju G Aguolu, Alana Zelaya, Holin Chen, Sara S Kim, Nilzio Cavele, Edgar Jamisse, Corssino Tchavana, Americo Jose and 16 more

Abstract read
In one paragraph

Article in Emerging infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
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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

26 authors.

Moses C Kiti
Charfudin Sacoor
Obianuju G Aguolu
Alana Zelaya
Holin Chen
Sara S Kim
Nilzio Cavele
Edgar Jamisse
Corssino Tchavana
Americo Jose
Ivalda Macicame
Orvalho Joaquim
Noureen Ahmed
Carol Y Liu
Inci Yildirim
Kristin Nelson
Samuel M Jenness
Herberth Maldonado
Momin Kazi
Rajan Srinivasan
Venkata R Mohan
Alessia Melegaro
Fauzia Malik
Azucena Bardaji
Saad B Omer
Ben Lopman

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Comprehensive Profiling of Social Mixing Patterns in Resource Poor CountriesR01HD097175 · NICHD · EMORY UNIVERSITY · PI LOPMAN, BENJAMIN A, OMER, SAAD B. · 2019 to 2023
$2.6M
Estimating the Epidemiologic Impact of TB Vaccines using Mathematical ModelsK01AI166093 · NIAID · EMORY UNIVERSITY · PI Kristin Nicole Bratton Nelson · 2022 to 2026
$731k
NCATS NIH HHS UL1 TR001863NIAID NIH HHS K01 AI166093NICHD NIH HHS R01 HD097175
6 · The paper itself

Abstract

Few sources have reported empirical social contact data from resource-poor settings. To address this shortfall, we recruited 1,363 participants from rural and urban areas of Mozambique during the COVID-19 pandemic, determining age, sex, and relation to the contact for each person. Participants reported a mean of 8.3 (95% CI 8.0-8.6) contacts per person. The mean contact rates were higher in the rural site compared with the urban site (9.8 vs 6.8; p<0.01). Using mathematical models, we noted higher vaccine effects in the rural site when comparing empirical (32%) with synthetic (29%) contact matrices and lower corresponding vaccine effects in the urban site (32% vs 35%). Those effects were prominent in younger (0-9 years) and older (≥60 years) persons. Our work highlights the importance of empirical data, showing differences in contact rates and patterns between rural and urban sites in Mozambique and their nonnegligible effects in modeling potential effects of vaccine interventions.

Indexed as

COVID-19Rural PopulationSARS-CoV-2Urban PopulationAdolescentAdultAgedChildChild, PreschoolContact TracingFemaleHumansInfantInfant, NewbornMaleMiddle Agedcoronavirus diseaseCOVID-19mathematical modelingMozambiqueocial contact patternsrural populationsSARS-CoV-2severe acute respiratory syndrome 2vaccinesviruses

Identifiers

PMID39714303
PMCPMC11682788

What OpenQuestion holds

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Registered trials

None linked

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.