The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1

Summary: Background: The End TB Strategy and the Sustainable Development Goals (SDGs) are intimately linked by their common targets and approaches. SDG 1 aims to end extreme poverty and expand social protection coverage by 2030. Achievement of SDG 1 is likely to affect the tuberculosis epidemic thr...

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Main Authors: Daniel J Carter, MSc, Philippe Glaziou, MD, Knut Lönnroth, ProfMD, Andrew Siroka, PhD, Katherine Floyd, PhD, Diana Weil, MSc, Mario Raviglione, ProfMD, Rein M G J Houben, PhD, Delia Boccia, PhD
Format: Article
Language:English
Published: Elsevier 2018-05-01
Series:The Lancet Global Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2214109X18301955
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spelling doaj-a064d3ffaa2e4d7599b75bdc931774e02020-11-25T01:33:50ZengElsevierThe Lancet Global Health2214-109X2018-05-0165e514e522The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1Daniel J Carter, MSc0Philippe Glaziou, MD1Knut Lönnroth, ProfMD2Andrew Siroka, PhD3Katherine Floyd, PhD4Diana Weil, MSc5Mario Raviglione, ProfMD6Rein M G J Houben, PhD7Delia Boccia, PhD8Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK; Correspondence to: Mr Daniel J Carter, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UKGlobal TB Programme, World Health Organization, Geneva, SwitzerlandDepartment of Public Health Sciences, Karolinska Institutet, Stockholm, SwedenGlobal TB Programme, World Health Organization, Geneva, SwitzerlandGlobal TB Programme, World Health Organization, Geneva, SwitzerlandGlobal TB Programme, World Health Organization, Geneva, SwitzerlandGlobal TB Programme, World Health Organization, Geneva, Switzerland; Department of Global Health, University of Milan, Milan, ItalyTB Modelling Group, TB Center, London School of Hygiene & Tropical Medicine, London, UKDepartment of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UKSummary: Background: The End TB Strategy and the Sustainable Development Goals (SDGs) are intimately linked by their common targets and approaches. SDG 1 aims to end extreme poverty and expand social protection coverage by 2030. Achievement of SDG 1 is likely to affect the tuberculosis epidemic through a range of pathways. We estimate the reduction in global tuberculosis incidence that could be obtained by reaching SDG 1. Methods: We developed a conceptual framework linking key indicators of SDG 1 progress to tuberculosis incidence via well described risk factor pathways and populated it with data from the SDG data repository and the WHO tuberculosis database for 192 countries. Correlations and mediation analyses informed the strength of the association between the SDG 1 subtargets and tuberculosis incidence, resulting in a simplified framework for modelling. The simplified framework linked key indicators for SDG 1 directly to tuberculosis incidence. We applied an exponential decay model based on linear associations between SDG 1 indicators and tuberculosis incidence to estimate tuberculosis incidence in 2035. Findings: Ending extreme poverty resulted in a reduction in global incidence of tuberculosis of 33·4% (95% credible interval 15·5–44·5) by 2035 and expanding social protection coverage resulted in a reduction in incidence of 76·1% (45·2–89·9) by 2035; both pathways together resulted in a reduction in incidence of 84·3% (54·7–94·9). Interpretation: Full achievement of SDG 1 could have a substantial effect on the global burden of tuberculosis. Cross-sectoral approaches that promote poverty reduction and social protection expansion will be crucial complements to health interventions, accelerating progress towards the End TB targets. Funding: World Health Organization.http://www.sciencedirect.com/science/article/pii/S2214109X18301955
collection DOAJ
language English
format Article
sources DOAJ
author Daniel J Carter, MSc
Philippe Glaziou, MD
Knut Lönnroth, ProfMD
Andrew Siroka, PhD
Katherine Floyd, PhD
Diana Weil, MSc
Mario Raviglione, ProfMD
Rein M G J Houben, PhD
Delia Boccia, PhD
spellingShingle Daniel J Carter, MSc
Philippe Glaziou, MD
Knut Lönnroth, ProfMD
Andrew Siroka, PhD
Katherine Floyd, PhD
Diana Weil, MSc
Mario Raviglione, ProfMD
Rein M G J Houben, PhD
Delia Boccia, PhD
The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1
The Lancet Global Health
author_facet Daniel J Carter, MSc
Philippe Glaziou, MD
Knut Lönnroth, ProfMD
Andrew Siroka, PhD
Katherine Floyd, PhD
Diana Weil, MSc
Mario Raviglione, ProfMD
Rein M G J Houben, PhD
Delia Boccia, PhD
author_sort Daniel J Carter, MSc
title The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1
title_short The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1
title_full The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1
title_fullStr The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1
title_full_unstemmed The impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of Sustainable Development Goal 1
title_sort impact of social protection and poverty elimination on global tuberculosis incidence: a statistical modelling analysis of sustainable development goal 1
publisher Elsevier
series The Lancet Global Health
issn 2214-109X
publishDate 2018-05-01
description Summary: Background: The End TB Strategy and the Sustainable Development Goals (SDGs) are intimately linked by their common targets and approaches. SDG 1 aims to end extreme poverty and expand social protection coverage by 2030. Achievement of SDG 1 is likely to affect the tuberculosis epidemic through a range of pathways. We estimate the reduction in global tuberculosis incidence that could be obtained by reaching SDG 1. Methods: We developed a conceptual framework linking key indicators of SDG 1 progress to tuberculosis incidence via well described risk factor pathways and populated it with data from the SDG data repository and the WHO tuberculosis database for 192 countries. Correlations and mediation analyses informed the strength of the association between the SDG 1 subtargets and tuberculosis incidence, resulting in a simplified framework for modelling. The simplified framework linked key indicators for SDG 1 directly to tuberculosis incidence. We applied an exponential decay model based on linear associations between SDG 1 indicators and tuberculosis incidence to estimate tuberculosis incidence in 2035. Findings: Ending extreme poverty resulted in a reduction in global incidence of tuberculosis of 33·4% (95% credible interval 15·5–44·5) by 2035 and expanding social protection coverage resulted in a reduction in incidence of 76·1% (45·2–89·9) by 2035; both pathways together resulted in a reduction in incidence of 84·3% (54·7–94·9). Interpretation: Full achievement of SDG 1 could have a substantial effect on the global burden of tuberculosis. Cross-sectoral approaches that promote poverty reduction and social protection expansion will be crucial complements to health interventions, accelerating progress towards the End TB targets. Funding: World Health Organization.
url http://www.sciencedirect.com/science/article/pii/S2214109X18301955
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