Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study

Abstract Background Global efforts to address the burden of malaria have stagnated in recent years with malaria cases beginning to rise. Substandard and falsified anti-malarial treatments contribute to this stagnation. Poor quality anti-malarials directly affect health outcomes by increasing malaria...

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Published in:Malaria Journal
Main Authors: Sachiko Ozawa, Daniel R. Evans, Colleen R. Higgins, Sarah K. Laing, Phyllis Awor
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2019
Subjects:
Online Access:https://doi.org/10.1186/s12936-018-2628-3
https://doaj.org/article/328db1c828ea4ecbb912fcc7663a0196
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spelling ftdoajarticles:oai:doaj.org/article:328db1c828ea4ecbb912fcc7663a0196 2023-05-15T15:15:36+02:00 Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study Sachiko Ozawa Daniel R. Evans Colleen R. Higgins Sarah K. Laing Phyllis Awor 2019-01-01T00:00:00Z https://doi.org/10.1186/s12936-018-2628-3 https://doaj.org/article/328db1c828ea4ecbb912fcc7663a0196 EN eng BMC http://link.springer.com/article/10.1186/s12936-018-2628-3 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-018-2628-3 1475-2875 https://doaj.org/article/328db1c828ea4ecbb912fcc7663a0196 Malaria Journal, Vol 18, Iss 1, Pp 1-14 (2019) Antimalarial Quality Substandard Falsified Agent-based model Uganda Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2019 ftdoajarticles https://doi.org/10.1186/s12936-018-2628-3 2022-12-31T06:53:05Z Abstract Background Global efforts to address the burden of malaria have stagnated in recent years with malaria cases beginning to rise. Substandard and falsified anti-malarial treatments contribute to this stagnation. Poor quality anti-malarials directly affect health outcomes by increasing malaria morbidity and mortality, as well as threaten the effectiveness of treatment by contributing to artemisinin resistance. Research to assess the scope and impact of poor quality anti-malarials is essential to raise awareness and allocate resources to improve the quality of treatment. A probabilistic agent-based model was developed to provide country-specific estimates of the health and economic impact of poor quality anti-malarials on paediatric malaria. This paper presents the methodology and case study of the Substandard and Falsified Antimalarial Research Impact (SAFARI) model developed and applied to Uganda. Results The total annual economic impact of malaria in Ugandan children under age five was estimated at US$614 million. Among children who sought medical care, the total economic impact was estimated at $403 million, including $57.7 million in direct costs. Substandard and falsified anti-malarials were a significant contributor to this annual burden, accounting for $31 million (8% of care-seeking children) in total economic impact involving $5.2 million in direct costs. Further, 9% of malaria deaths relating to cases seeking treatment were attributable to poor quality anti-malarials. In the event of widespread artemisinin resistance in Uganda, we simulated a 12% yearly increase in costs associated with paediatric malaria cases that sought care, inflicting $48.5 million in additional economic impact annually. Conclusions Improving the quality of treatment is essential to combat the burden of malaria and prevent the development of drug resistance. The SAFARI model provides country-specific estimates of the health and economic impact of substandard and falsified anti-malarials to inform governments, policy makers, ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 18 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Antimalarial
Quality
Substandard
Falsified
Agent-based model
Uganda
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Antimalarial
Quality
Substandard
Falsified
Agent-based model
Uganda
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Sachiko Ozawa
Daniel R. Evans
Colleen R. Higgins
Sarah K. Laing
Phyllis Awor
Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study
topic_facet Antimalarial
Quality
Substandard
Falsified
Agent-based model
Uganda
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Global efforts to address the burden of malaria have stagnated in recent years with malaria cases beginning to rise. Substandard and falsified anti-malarial treatments contribute to this stagnation. Poor quality anti-malarials directly affect health outcomes by increasing malaria morbidity and mortality, as well as threaten the effectiveness of treatment by contributing to artemisinin resistance. Research to assess the scope and impact of poor quality anti-malarials is essential to raise awareness and allocate resources to improve the quality of treatment. A probabilistic agent-based model was developed to provide country-specific estimates of the health and economic impact of poor quality anti-malarials on paediatric malaria. This paper presents the methodology and case study of the Substandard and Falsified Antimalarial Research Impact (SAFARI) model developed and applied to Uganda. Results The total annual economic impact of malaria in Ugandan children under age five was estimated at US$614 million. Among children who sought medical care, the total economic impact was estimated at $403 million, including $57.7 million in direct costs. Substandard and falsified anti-malarials were a significant contributor to this annual burden, accounting for $31 million (8% of care-seeking children) in total economic impact involving $5.2 million in direct costs. Further, 9% of malaria deaths relating to cases seeking treatment were attributable to poor quality anti-malarials. In the event of widespread artemisinin resistance in Uganda, we simulated a 12% yearly increase in costs associated with paediatric malaria cases that sought care, inflicting $48.5 million in additional economic impact annually. Conclusions Improving the quality of treatment is essential to combat the burden of malaria and prevent the development of drug resistance. The SAFARI model provides country-specific estimates of the health and economic impact of substandard and falsified anti-malarials to inform governments, policy makers, ...
format Article in Journal/Newspaper
author Sachiko Ozawa
Daniel R. Evans
Colleen R. Higgins
Sarah K. Laing
Phyllis Awor
author_facet Sachiko Ozawa
Daniel R. Evans
Colleen R. Higgins
Sarah K. Laing
Phyllis Awor
author_sort Sachiko Ozawa
title Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study
title_short Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study
title_full Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study
title_fullStr Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study
title_full_unstemmed Development of an agent-based model to assess the impact of substandard and falsified anti-malarials: Uganda case study
title_sort development of an agent-based model to assess the impact of substandard and falsified anti-malarials: uganda case study
publisher BMC
publishDate 2019
url https://doi.org/10.1186/s12936-018-2628-3
https://doaj.org/article/328db1c828ea4ecbb912fcc7663a0196
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 18, Iss 1, Pp 1-14 (2019)
op_relation http://link.springer.com/article/10.1186/s12936-018-2628-3
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-018-2628-3
1475-2875
https://doaj.org/article/328db1c828ea4ecbb912fcc7663a0196
op_doi https://doi.org/10.1186/s12936-018-2628-3
container_title Malaria Journal
container_volume 18
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