A spatial-mechanistic model to estimate subnational tuberculosis burden with routinely collected data: An application in Brazilian municipalities

A spatial-mechanistic model to estimate subnational tuberculosis burden with routinely collected data: An application in Brazilian municipalities

Show other versions (1)

Reliable subnational estimates of TB incidence would allow national policy makers to focus disease control resources in areas of highest need. We developed an approach for generating small area estimates of TB incidence, and the fraction of individuals missed by routine case detection, based on avai...

Full description

Bibliographic Details
Main Authors:	Melanie H. Chitwood, Layana C. Alves, Patrícia Bartholomay, Rodrigo M. Couto, Mauro Sanchez, Marcia C. Castro, Ted Cohen, Nicolas A. Menzies
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2022-01-01
Series:	PLOS Global Public Health
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10021638/?tool=EBI

Similar Items

A spatial-mechanistic model to estimate subnational tuberculosis burden with routinely collected data: An application in Brazilian municipalities.
by: Melanie H Chitwood, et al.
Published: (2022-01-01)

Quantifying gaps in the tuberculosis care cascade in Brazil: A mathematical model study using national program data.
by: Sivaram Emani, et al.
Published: (2024-03-01)

Subnational burden estimates to find missing people with tuberculosis: wrong but useful?
by: Sandra Alba, et al.
Published: (2024-11-01)

Surveillance for TB drug resistance using routine rapid diagnostic testing data: Methodological development and application in Brazil
by: Sarah E. Baum, et al.
Published: (2024-12-01)

Surveillance for TB drug resistance using routine rapid diagnostic testing data: Methodological development and application in Brazil.
by: Sarah E Baum, et al.
Published: (2024-12-01)

Predictors of unsuccessful tuberculosis treatment outcomes in Brazil: an analysis of 259,484 patient records
by: Do Kyung Ryuk, et al.
Published: (2024-05-01)

Evidence of fixed assets by Brazilian subnational governments
by: Eduardo Costa Brandão, et al.
Published: (2023-01-01)

Subnational burden of disease studies: Mexico leads the way.
by: Martin Tobias
Published: (2008-06-01)

Performance evaluation of tuberculosis control in Brazilian municipalities
by: Priscila Fernanda Porto Scaff Pinto, et al.
Published: (2022-06-01)

National and subnational burden of stroke in Iran from 1990 to 2019
by: Aida Fallahzadeh, et al.
Published: (2022-05-01)

Trends in the burden of stroke in Mexico: A national and subnational analysis of the global burden of disease 1990–2019
by: Vanessa De la Cruz-Góngora, et al.
Published: (2022-06-01)

Evaluating the gap in rapid diagnostic testing: insights from subnational Kenyan routine health data
by: Emelda A. Okiro, et al.
Published: (2024-08-01)

Quantifying the burden and trends of isoniazid resistant tuberculosis, 1994-2009.
by: Helen E Jenkins, et al.
Published: (2011-01-01)

Unbalanced Risk of Pulmonary Tuberculosis in China at the Subnational Scale: Spatiotemporal Analysis
by: Maogui Hu, et al.
Published: (2022-07-01)

Excess tuberculosis cases and deaths following an economic recession in Brazil: an analysis of nationally representative disease registry data
by: Yunfei Li, ScD, et al.
Published: (2022-10-01)

Assessment of Conventional and Molecular Methods in the Routine Management of Tuberculosis in a High Tuberculosis Burden Setting
by: Mehvash Haider
Published: (2023-09-01)

Party Systems, Political Competition, and Inequality in Subnational Brazil
by: Vincent Mauro
Published: (2021-12-01)

Metabolic risk factors attributed burden in Iran at national and subnational levels, 1990 to 2019
by: Soroush Moradi, et al.
Published: (2023-06-01)

Burden of tuberculosis trends in a Brazilian southern state
by: Pamela Nogueira Silva Vilela, et al.
Published: (2018-08-01)

A comparison of the burden of cancers between 1990 and 2019 in Iran: A national and subnational study.
by: Mitra Darbandi, et al.
Published: (2025-01-01)

National, subnational and risk attributed burden of chronic respiratory diseases in Iran from 1990 to 2019
by: Mahsa Heidari-Foroozan, et al.
Published: (2023-03-01)

Correction: Characterizing the Epidemiological Transition in Mexico: National and Subnational Burden of Diseases, Injuries, and Risk Factors.
by: Gretchen Stevens, et al.
Published: (2008-07-01)

The burden of Neglected Tropical Diseases in Brazil, 1990-2016: A subnational analysis from the Global Burden of Disease Study 2016.
by: Francisco Rogerlândio Martins-Melo, et al.
Published: (2018-06-01)

National and subnational burden of leukemia and its risk factors, 1990-2019: Results from the Global Burden of Disease study 2019.
by: Amirhossein Poopak, et al.
Published: (2023-01-01)

National and subnational burden of leukemia and its risk factors, 1990–2019: Results from the Global Burden of Disease study 2019
by: Amirhossein Poopak, et al.
Published: (2023-01-01)

Burden of disease attributable to Risk Factors in Brazil: an analysis of national and subnational estimates from the 2019 Global Burden of Disease study
by: Deborah Carvalho Malta, et al.
Published: (2022-01-01)

TB Hackathon: Development and Comparison of Five Models to Predict Subnational Tuberculosis Prevalence in Pakistan
by: Sandra Alba, et al.
Published: (2022-01-01)

Subnational certification of elimination of mother-to-child transmission of HIV and/or syphilis: a Brazilian experience report
by: Angélica Espinosa Miranda, et al.
Published: (2023-10-01)

Public Opinion in Subnational Politics
by: Caughey, Devin, et al.
Published: (2020)

Measuring Subnational Trade Competitiveness
by: Robert A. Huber, et al.
Published: (2023-05-01)

Prediction of tuberculosis clusters in the riverine municipalities of the Brazilian Amazon with machine learning
by: Luis Silva, et al.
Published: (2024-05-01)

Identifying local foci of tuberculosis transmission in Moldova using a spatial multinomial logistic regression modelResearch in context
by: Yu Lan, et al.
Published: (2024-04-01)

National and subnational burden of under-5, infant, and neonatal mortality in Ethiopia, 1990-2019: Findings from the Global Burden of Disease Study 2019.
by: Gizachew A Tessema, et al.
Published: (2023-01-01)

Burden of lower respiratory infections and associated risk factors across regions in Ethiopia: a subnational analysis of the Global Burden of Diseases 2019 study
by: Alemayehu Hailu, et al.
Published: (2023-09-01)

National and subnational burden of under-5, infant, and neonatal mortality in Ethiopia, 1990–2019: Findings from the Global Burden of Disease Study 2019
by: Gizachew A. Tessema, et al.
Published: (2023-01-01)

National and subnational burden of brain and central nervous system cancers in Iran, 1990–2019: Results from the global burden of disease study 2019
by: Mahdi Mahdavi, et al.
Published: (2023-04-01)

Rethinking subnational government capacity in China
by: Jaros, K
Published: (2016)

Guideline for preparing subnational population projections
by: United Nations. Economic and Social Commission for Asia and the Pacific
Published: (1975)

Subnational Authorities as Key Global Actors
by: Matteo Fulgenzi
Published: (2024-12-01)

Global burden of disease due to rifampicin-resistant tuberculosis: a mathematical modeling analysis
by: Nicolas A. Menzies, et al.
Published: (2023-10-01)