Evidence map›Paper›PMID 41168147›Full record

ArticleNature communications2025

Characterizing social behavior relevant for infectious disease transmission in four low- and middle-income countries, 2021-2023.

Kristin N Nelson, Moses C Kiti, Machi Shiiba, Charfudin Sacoor, Azucena Bardají, Ivalda Macicame, Edgar Jamisse, Corssino Tchavana, Americo José, Nilzio Cavele and 21 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

31 authors.

Kristin N Nelson *Emory University Rollins School of Public Health, Atlanta, GA, USA. knbratt@emory.edu.
Moses C Kiti *Emory University Rollins School of Public Health, Atlanta, GA, USA.
Machi ShiibaEmory University Rollins School of Public Health, Atlanta, GA, USA.ORCID http://orcid.org/0009-0008-7889-7651
Charfudin SacoorManhiça Health Research Institute, Manhiça, Mozambique.
Azucena BardajíManhiça Health Research Institute, Manhiça, Mozambique.
Ivalda MacicameNational Institute of Health, Maputo, Mozambique.
Edgar JamisseManhiça Health Research Institute, Manhiça, Mozambique.
Corssino TchavanaManhiça Health Research Institute, Manhiça, Mozambique.ORCID http://orcid.org/0009-0002-6280-0209
Americo JoséNational Institute of Health, Maputo, Mozambique.
Nilzio CaveleManhiça Health Research Institute, Manhiça, Mozambique.
Herberth MaldonadoUniversidad del Valle de Guatemala, Guatemala City, Guatemala.ORCID http://orcid.org/0000-0003-1964-1660
Claudia JarquinUniversidad del Valle de Guatemala, Guatemala City, Guatemala.
H María AjsivinacUniversidad del Valle de Guatemala, Guatemala City, Guatemala.
Venkata RaghavaChristian Medical College, Vellore, Tamil Nadu, India.
Prasanna SamuelChristian Medical College, Vellore, Tamil Nadu, India.
Rajan SrinivasanChristian Medical College, Vellore, Tamil Nadu, India.
Momin KaziThe Aga Khan University, Karachi, Pakistan.
Raheel AllanaThe Aga Khan University, Karachi, Pakistan.ORCID http://orcid.org/0000-0001-7547-8154
Sara S KimEmory University Rollins School of Public Health, Atlanta, GA, USA.ORCID http://orcid.org/0000-0002-1056-9896
Pragati V PrasadEmory University Rollins School of Public Health, Atlanta, GA, USA.ORCID http://orcid.org/0000-0001-5066-2852
Dehao ChenEmory University Rollins School of Public Health, Atlanta, GA, USA.
Carol LiuEmory University Rollins School of Public Health, Atlanta, GA, USA.ORCID http://orcid.org/0000-0002-3670-9623
Samuel M JennessEmory University Rollins School of Public Health, Atlanta, GA, USA.
Noureen AhmedPeter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA.
Obianuju AguoluThe Ohio State University, Columbus, OH, USA.
Maria A SundaramMarshfield Clinic Research Institute, Marshfield, WI, USA.
Inci YildirimYale University, New Haven, CT, USA.ORCID http://orcid.org/0000-0002-8631-0020
Fauzia MalikPeter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA.
Alessia MelegaroUniversity of Milan, Milan, Italy.ORCID http://orcid.org/0000-0003-2221-8898
Benjamin A LopmanEmory University Rollins School of Public Health, Atlanta, GA, USA.
Saad B OmerPeter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA.ORCID http://orcid.org/0000-0002-5383-3474

Funding

Emory/Georgia TB Research Advancement Center (TRAC)P30AI168386 · NIAID · EMORY UNIVERSITY · PI Jeffrey M Collins · 2022 to 2026
$5.8M
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
NIAID NIH HHS K01 AI166093NIAID NIH HHS P30 AI168386NICHD NIH HHS R01 HD097175U.S. Department of Health & Human Services | National Institutes of Health (NIH) K01AI166093-01A1
6 · The paper itself

Abstract

Infectious diseases account for nearly half of all child mortality worldwide, with most of the burden concentrated in low and middle-income countries (LMIC). Person-to-person interactions, or 'contacts', facilitate the spread of respiratory and enteric pathogens. The number and nature of contacts likely vary across countries along with social and cultural norms, but few studies have compared behaviors across countries and none have done so with a focus on children. Here we present data from a population-based study conducted from 2021 to 2023 in Guatemala, India, Mozambique, and Pakistan. Across four countries, 5085 participants reported a total of 84,829 contacts across two days. Mean contact rates were highest among 10- to 19-year-olds except in Pakistan, where contacts were highest among 5- to 9-year-olds. Non-home locations which presented high risk for transmission were schools in India, workplaces in Pakistan, and 'other' social / leisure locations in Mozambique and Guatemala. Among children under 5 years of age, the proportion of contacts with non-household members was highest in Mozambique and lowest in India; most of these were reported at home. Contact patterns by age diverge from prior projections that are extrapolated from contact data from high-income countries, underscoring the value of local data collection.

Indexed as

Communicable DiseasesDisease Transmission, InfectiousSocial BehaviorAdolescentAdultChildChild, PreschoolContact TracingDeveloping CountriesFemaleGuatemalaHumansIndiaInfantMaleMozambique

Identifiers

PMID41168147
PMCPMC12575605

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.