ArticlePloS one
Time trend, social vulnerability, and identification of risk areas for tuberculosis in Brazil: An ecological study.
Article in PloS one. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 39 citations in OpenAlex.
- Geo-spatial high-risk clusters of Tuberculosis in the global general population: a systematic review.BMC public health · 2023Pooled it
- Spatiotemporal Patterns and Socioeconomic Determinants of Pulmonary Tuberculosis in Piauí, Northeast Brazil, 2001-2024.Tropical medicine & international health : TM & IH · 2026Article
- Epidemiological characteristics and spatiotemporal analysis of hand-foot-mouth disease in Shandong Province, China.International health · 2026Article
- Spatio-temporal modeling of tuberculosis among Brazil's elderly: a 20-year ecological and population-based study.BMC infectious diseases · 2026Article
- Space-time clustering and temporal trend analysis of pulmonary tuberculosis in Brazil, 2010-2023.PloS one · 2026Article
- Article
- Temporal changes in pediatric tuberculosis incidence in Rio de Janeiro (2010-2023): An analysis using the Joinpoint model.PloS one · 2026Article
- Spatiotemporal analysis of psychoactive drug consumption in Brazil during the COVID-19 pandemic.PloS one · 2026Article
- Impact of Covid-19 pandemic on tuberculosis mortality in Brazil: a time series analysis.Revista de saude publica · 2026Article
- Projecting tuberculosis control progress in metropolitan and non-metropolitan areas of Brazil, 2001-2035: a Bayesian age-period-cohort analysis.Infectious diseases of poverty · 2025Article
- Beyond Biology: Uncovering Structural and Sociocultural Predictors of Breast Cancer Incidence Worldwide.Current oncology (Toronto, Ont.) · 2025Article
- Area-level socioeconomic variables associated with territorial disparities in tuberculosis notification rates in metropolitan France: a Bayesian ecological analysis.Infectious diseases of poverty · 2025Article
- The Clinical and Epidemiologic Factors Associated with Mortality in Tuberculous Meningitis in Ceará State, Brazil.The American journal of tropical medicine and hygiene · 2025Article
- Endoplasmic Reticulum Stress in Tuberculosis: Molecular Bases and Pathophysiological Implications in the Immunopathogenesis of the Disease.International journal of molecular sciences · 2025Review
- Incidence and mortality by pulmonary tuberculosis in Brazil: Trends and projections, 2002-2034.IJID regions · 2025Article
- Temporal trends in incidence and mortality from pulmonary tuberculosis: time series study, Sul da Bahia, 2010-2023.Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil · 2025Article
- Study on the impact of common air pollution indicators on tuberculosis incidence in high-TB-burden countries worldwide.Frontiers in public health · 2025Article
- A Profile of Drug-Resistant Mutations inIndian journal of microbiology · 2024Article
- Influential Factors of Tuberculosis Notification Rates in Turkey: A Provincial-Level Spatial Analysis.Thoracic research and practice · 2024Article
- An investigation of the effects of meteorological factors on the incidence of tuberculosis.Scientific reports · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionTuberculosis is one of the ten leading causes of death and the leading infectious cause worldwide. The disease represents a challenge to health systems around the world. In 2018, it is estimated that 10 million people were affected by tuberculosis, and approximately 1.5 million people died due to the disease worldwide, including 251,000 patients coinfected with HIV. In Brazil, the disease caused 4,490 deaths, with rate of 2.2 deaths per 100,000 inhabitants. The objective of this study was to analyze the time behavior, spatial, spatial-temporal distribution, and the effects of social vulnerability on the incidence of TB in Brazil during the period from 2001 to 2017. MATERIALS AND
methodsA spatial-temporal ecological study was conducted, including all new cases of tuberculosis registered in Brazil during the period from 2001 to 2017. The following variables were analyzed: incidence rate of tuberculosis, the Social Vulnerability Index, its subindices, its 16 indicators, and an additional 14 variables available on the Atlas of Social Vulnerability. The statistical treatment of the data consisted of the following three stages: a) time trend analysis with a joinpoint regression model; b) spatial analysis and identification of risk areas based on smoothing of the incidence rate by local empirical Bayesian model, application of global and local Moran statistics, and, finally, spatial-temporal scan statistics; and c) analysis of association between the incidence rate and the indicators of social vulnerability.
resultsBrazil reduced the incidence of tuberculosis from 42.8 per 100,000 to 35.2 per 100,000 between 2001 and 2017. Only the state of Minas Gerais showed an increasing trend, whereas nine other states showed a stationary trend. A total of 326 Brazilian municipalities were classified as high priority, and 22 high-risk spatial-temporal clusters were identified. The overall Social Vulnerability Index and the subindices of Human Capital and Income and Work were associated with the incidence of tuberculosis. It was also observed that the incidence rates were greater in municipalities with greater social vulnerability.
conclusionsThis study identified clusters with high risk of TB in Brazil. A significant association was observed between the incidence rate of TB and the indices of social vulnerability.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.