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Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring
BACKGROUND: Monitoring financial protection against catastrophic health expenditures is important to understand how health financing arrangements in a country protect its population against high costs associated with accessing health services. While catastrophic health expenditures are generally def...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5984475/ https://www.ncbi.nlm.nih.gov/pubmed/29855334 http://dx.doi.org/10.1186/s12939-018-0749-5 |
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author | Hsu, Justine Flores, Gabriela Evans, David Mills, Anne Hanson, Kara |
author_facet | Hsu, Justine Flores, Gabriela Evans, David Mills, Anne Hanson, Kara |
author_sort | Hsu, Justine |
collection | PubMed |
description | BACKGROUND: Monitoring financial protection against catastrophic health expenditures is important to understand how health financing arrangements in a country protect its population against high costs associated with accessing health services. While catastrophic health expenditures are generally defined to be when household expenditures for health exceed a given threshold of household resources, there is no gold standard with several methods applied to define the threshold and household resources. These different approaches to constructing the indicator might give different pictures of a country’s progress towards financial protection. In order for monitoring to effectively provide policy insight, it is critical to understand the sensitivity of measurement to these choices. METHODS: This paper examines the impact of varying two methodological choices by analysing household expenditure data from a sample of 47 countries. We assess sensitivity of cross-country comparisons to a range of thresholds by testing for restricted dominance. We further assess sensitivity of comparisons to different methods for defining household resources (i.e. total expenditure, non-food expenditure and non-subsistence expenditure) by conducting correlation tests of country rankings. RESULTS: We found country rankings are robust to the choice of threshold in a tenth to a quarter of comparisons within the 5–85% threshold range and this increases to half of comparisons if the threshold is restricted to 5–40%, following those commonly used in the literature. Furthermore, correlations of country rankings using different methods to define household resources were moderate to high; thus, this choice makes less difference from a measurement perspective than from an ethical perspective as different definitions of available household resources reflect varying concerns for equity. CONCLUSIONS: Interpreting comparisons from global monitoring based on a single threshold should be done with caution as these may not provide reliable insight into relative country progress. We therefore recommend financial protection against catastrophic health expenditures be measured across a range of thresholds using a catastrophic incidence curve as shown in this paper. We further recommend evaluating financial protection in relation to a country’s health financing system arrangements in order to better understand the extent of protection and better inform future policy changes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12939-018-0749-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5984475 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59844752018-06-07 Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring Hsu, Justine Flores, Gabriela Evans, David Mills, Anne Hanson, Kara Int J Equity Health Research BACKGROUND: Monitoring financial protection against catastrophic health expenditures is important to understand how health financing arrangements in a country protect its population against high costs associated with accessing health services. While catastrophic health expenditures are generally defined to be when household expenditures for health exceed a given threshold of household resources, there is no gold standard with several methods applied to define the threshold and household resources. These different approaches to constructing the indicator might give different pictures of a country’s progress towards financial protection. In order for monitoring to effectively provide policy insight, it is critical to understand the sensitivity of measurement to these choices. METHODS: This paper examines the impact of varying two methodological choices by analysing household expenditure data from a sample of 47 countries. We assess sensitivity of cross-country comparisons to a range of thresholds by testing for restricted dominance. We further assess sensitivity of comparisons to different methods for defining household resources (i.e. total expenditure, non-food expenditure and non-subsistence expenditure) by conducting correlation tests of country rankings. RESULTS: We found country rankings are robust to the choice of threshold in a tenth to a quarter of comparisons within the 5–85% threshold range and this increases to half of comparisons if the threshold is restricted to 5–40%, following those commonly used in the literature. Furthermore, correlations of country rankings using different methods to define household resources were moderate to high; thus, this choice makes less difference from a measurement perspective than from an ethical perspective as different definitions of available household resources reflect varying concerns for equity. CONCLUSIONS: Interpreting comparisons from global monitoring based on a single threshold should be done with caution as these may not provide reliable insight into relative country progress. We therefore recommend financial protection against catastrophic health expenditures be measured across a range of thresholds using a catastrophic incidence curve as shown in this paper. We further recommend evaluating financial protection in relation to a country’s health financing system arrangements in order to better understand the extent of protection and better inform future policy changes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12939-018-0749-5) contains supplementary material, which is available to authorized users. BioMed Central 2018-05-31 /pmc/articles/PMC5984475/ /pubmed/29855334 http://dx.doi.org/10.1186/s12939-018-0749-5 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Hsu, Justine Flores, Gabriela Evans, David Mills, Anne Hanson, Kara Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
title | Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
title_full | Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
title_fullStr | Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
title_full_unstemmed | Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
title_short | Measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
title_sort | measuring financial protection against catastrophic health expenditures: methodological challenges for global monitoring |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5984475/ https://www.ncbi.nlm.nih.gov/pubmed/29855334 http://dx.doi.org/10.1186/s12939-018-0749-5 |
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