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Introducing risk inequality metrics in tuberculosis policy development

Author

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  • M. Gabriela M. Gomes

    (Liverpool School of Tropical Medicine
    Universidade do Porto)

  • Juliane F. Oliveira

    (Universidade do Porto)

  • Adelmo Bertolde

    (Universidade Federal do Espírito Santo)

  • Diepreye Ayabina

    (Liverpool School of Tropical Medicine)

  • Tuan Anh Nguyen

    (National Lung Hospital)

  • Ethel L. Maciel

    (Universidade Federal do Espírito Santo)

  • Raquel Duarte

    (Universidade do Porto)

  • Binh Hoa Nguyen

    (National Lung Hospital)

  • Priya B. Shete

    (University of California San Francisco)

  • Christian Lienhardt

    (Global TB Programme, World Health Organization, 1211 Geneva 27
    Unité Mixte Internationale TransVIHMI (UMI 233 IRD – U1175 INSERM – Université de Montpellier), Institut de Recherche pour le Développement (IRD))

Abstract

Global stakeholders including the World Health Organization rely on predictive models for developing strategies and setting targets for tuberculosis care and control programs. Failure to account for variation in individual risk leads to substantial biases that impair data interpretation and policy decisions. Anticipated impediments to estimating heterogeneity for each parameter are discouraging despite considerable technical progress in recent years. Here we identify acquisition of infection as the single process where heterogeneity most fundamentally impacts model outputs, due to selection imposed by dynamic forces of infection. We introduce concrete metrics of risk inequality, demonstrate their utility in mathematical models, and pack the information into a risk inequality coefficient (RIC) which can be calculated and reported by national tuberculosis programs for use in policy development and modeling.

Suggested Citation

  • M. Gabriela M. Gomes & Juliane F. Oliveira & Adelmo Bertolde & Diepreye Ayabina & Tuan Anh Nguyen & Ethel L. Maciel & Raquel Duarte & Binh Hoa Nguyen & Priya B. Shete & Christian Lienhardt, 2019. "Introducing risk inequality metrics in tuberculosis policy development," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:10:y:2019:i:1:d:10.1038_s41467-019-10447-y
    DOI: 10.1038/s41467-019-10447-y
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    Cited by:

    1. Michael Reid & Glenna Roberts & Eric Goosby & Paul Wesson, 2019. "Monitoring Universal Health Coverage (UHC) in high Tuberculosis burden countries: Tuberculosis mortality an important tracer of UHC service coverage," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-10, October.

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