Evidence map›Paper›PMID 41691160›Full record

ArticleBMC infectious diseases2026

Characterizing social behavior relevant for tuberculosis transmission in four low- and middle-income countries.

Kristin N Nelson, Machi Shiiba, Rajan Srinivasan, Tyler S Brown, Leonardo Martinez, Charlotte Doran, Samanta Biswas, Venkata Raghava, Charfudin Sacoor, Momin Kazi and 3 more

Abstract read
In one paragraph

Article in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Kristin N NelsonDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA. knbratt@emory.edu.
Machi ShiibaDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.
Rajan SrinivasanChristian Medical College Vellore, Vellore, Tamil Nadu, India.
Tyler S BrownInfectious Diseases, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Leonardo MartinezDepartment of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
Charlotte DoranDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.
Samanta BiswasDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.
Venkata RaghavaChristian Medical College Vellore, Vellore, Tamil Nadu, India.
Charfudin SacoorManhiça Health Research Institute, Manhiça, Mozambique.
Momin KaziThe Aga Khan University, Karachi, Pakistan.
Herberth MaldonadoUniversidad del Valle de Guatemala, Guatemala City, Guatemala.
Saad OmerPeter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA.
Ben LopmanDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.

Funding

Emory/Georgia TB Research Advancement Center (TRAC)P30AI168386 · NIAID · EMORY UNIVERSITY · PI Jeffrey M Collins · 2022 to 2026
$5.8M
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 AI168386NIH HHS K01AI166093-01A1NIH HHS R01HD097175-01
6 · The paper itself

Abstract

backgroundTuberculosis (TB) is caused by Mycobacterium tuberculosis (Mtb), a bacterium which is transmitted through the air. Close, sustained contact can lead to transmission of Mtb, but evidence also shows that transmission occurs also in community settings through more transient contact. However, social patterns that influence Mtb transmission, and locations that are most central to spread, are likely different by setting.

methodsWe use data from the GlobalMix study, which characterized social behavior across four countries, to evaluate differences in age-sex patterning and locations of contact across four moderate- to high-TB burden countries. Healthy individuals self-completed a survey about their daily person-to-person interactions and locations in which they spent time. To capture the Mtb exposure profile of participants, we calculated daily exposure-hours from household contacts, close non-household contacts, and casual contacts, stratified by contact age and sex, and weighted by country-, age-, and sex-specific tuberculosis incidence estimates.

resultsThe most prominent shifts in the profile of exposure occur at entry to primary school (5–9 years) and early adulthood (20–29 years). Community locations varied in their relative importance as locations of transmission by country and age group, with work most important in India, Mozambique, and Pakistan, and markets most important in Guatemala.

conclusionsOur findings demonstrate that locations of community transmission are likely varied across settings, underscoring the importance of interventions designed specifically for the communities in which they will be implemented.

Indexed as

Social BehaviorTuberculosisAdolescentAdultChildChild, PreschoolDeveloping CountriesFemaleHumansIncidenceIndiaMaleMiddle AgedMozambiqueMycobacterium tuberculosisYoung AdultContact patternsTransmissionTuberculosis

Identifiers

PMID41691160
PMCPMC13011289

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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.