Evidence map›Paper›PMID 42763548›Full record

ArticleLancet regional health. Americas2026

Assessing methodological differences in estimating exposure to intimate-partner violence against women in Brazil: a multi-source observational analysis.

Caroline Stein, Nádia Machado de Vasconcelos, Carolina Vn Coll, Joseph Murray, Franciele Marabotti Costa Leite, Bruna Venturin, Luisa Sorio Flor, Simon I Hay, Molly Herbert, Aisha Twalibu and 2 more

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Caroline SteinInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Nádia Machado de VasconcelosFederal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
Carolina Vn CollDepartment of Epidemiology, Federal University of Pelotas, Pelotas, Brazil.
Joseph MurrayDepartment of Epidemiology, Federal University of Pelotas, Pelotas, Brazil.
Franciele Marabotti Costa LeiteNursing Department, Federal University of Espírito Santo, Brazil.
Bruna VenturinPostgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil.
Luisa Sorio FlorInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Simon I HayInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Molly HerbertInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Aisha TwalibuInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Emmanuela GakidouInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Deborah Carvalho MaltaFederal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Background: Intimate partner violence (IPV) is a global public health issue. However, prevalence estimates vary depending on the data source and methodology used. This study aimed to assess methodological differences in estimating the prevalence and age distribution of physical and sexual IPV across multiple Brazilian data sources. Methods: We assessed and analyzed seven Brazilian data sources: five surveys and two administrative datasets. Surveys used either the World Health Organization (WHO) instrument on violence against women and adaptations or an adapted version of the Revised Conflict Tactics Scales. The analysis included only women aged 16 years or older, and race was not examined. Recall periods varied from 12 to 24 months. We estimated prevalence and age distribution of physical and sexual IPV with 95% confidence intervals (CIs). Findings: The seven sources represented national, regional, and local populations. Methodological differences, including questionnaires, interview settings, data collection methods, and recall periods, may explain variation across data sources. Among national-level estimates, physical IPV prevalence ranged from 0.4% (0.3-0.7) to 13.0% (8.3-17.8) across data sources and age strata, with all sources consistently showing higher prevalence and proportions among younger women. For sexual IPV, no age group pattern emerged in prevalence or proportions. Interpretation: This study revealed substantial heterogeneity in estimates of IPV prevalence and age distribution. Without a gold standard for IPV measurement, these findings underscore the need to interpret available estimates in light of the methodological context in which they were generated. Funding: The Gates Foundation.

Indexed as

EpidemiologyIntimate-partner violenceViolence against women

Identifiers

PMID42763548
PMCPMC13589093

What OpenQuestion holds

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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.