Cargando…
The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies
BACKGROUND: Evidence on immunization costs is a critical input for cost-effectiveness analysis and budgeting, and can describe variation in site-level efficiency. The Expanded Program on Immunization Costing and Financing (EPIC) Project represents the largest investigation of immunization delivery c...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5629762/ https://www.ncbi.nlm.nih.gov/pubmed/28982358 http://dx.doi.org/10.1186/s12916-017-0942-1 |
_version_ | 1783269111932911616 |
---|---|
author | Menzies, Nicolas A. Suharlim, Christian Geng, Fangli Ward, Zachary J. Brenzel, Logan Resch, Stephen C. |
author_facet | Menzies, Nicolas A. Suharlim, Christian Geng, Fangli Ward, Zachary J. Brenzel, Logan Resch, Stephen C. |
author_sort | Menzies, Nicolas A. |
collection | PubMed |
description | BACKGROUND: Evidence on immunization costs is a critical input for cost-effectiveness analysis and budgeting, and can describe variation in site-level efficiency. The Expanded Program on Immunization Costing and Financing (EPIC) Project represents the largest investigation of immunization delivery costs, collecting empirical data on routine infant immunization in Benin, Ghana, Honduras, Moldova, Uganda, and Zambia. METHODS: We developed a pooled dataset from individual EPIC country studies (316 sites). We regressed log total costs against explanatory variables describing service volume, quality, access, other site characteristics, and income level. We used Bayesian hierarchical regression models to combine data from different countries and account for the multi-stage sample design. We calculated output elasticity as the percentage increase in outputs (service volume) for a 1% increase in inputs (total costs), averaged across the sample in each country, and reported first differences to describe the impact of other predictors. We estimated average and total cost curves for each country as a function of service volume. RESULTS: Across countries, average costs per dose ranged from $2.75 to $13.63. Average costs per child receiving diphtheria, tetanus, and pertussis ranged from $27 to $139. Within countries costs per dose varied widely—on average, sites in the highest quintile were 440% more expensive than those in the lowest quintile. In each country, higher service volume was strongly associated with lower average costs. A doubling of service volume was associated with a 19% (95% interval, 4.0–32) reduction in costs per dose delivered, (range 13% to 32% across countries), and the largest 20% of sites in each country realized costs per dose that were on average 61% lower than those for the smallest 20% of sites, controlling for other factors. Other factors associated with higher costs included hospital status, provision of outreach services, share of effort to management, level of staff training/seniority, distance to vaccine collection, additional days open per week, greater vaccination schedule completion, and per capita gross domestic product. CONCLUSIONS: We identified multiple features of sites and their operating environment that were associated with differences in average unit costs, with service volume being the most influential. These findings can inform efforts to improve the efficiency of service delivery and better understand resource needs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12916-017-0942-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5629762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56297622017-10-13 The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies Menzies, Nicolas A. Suharlim, Christian Geng, Fangli Ward, Zachary J. Brenzel, Logan Resch, Stephen C. BMC Med Research Article BACKGROUND: Evidence on immunization costs is a critical input for cost-effectiveness analysis and budgeting, and can describe variation in site-level efficiency. The Expanded Program on Immunization Costing and Financing (EPIC) Project represents the largest investigation of immunization delivery costs, collecting empirical data on routine infant immunization in Benin, Ghana, Honduras, Moldova, Uganda, and Zambia. METHODS: We developed a pooled dataset from individual EPIC country studies (316 sites). We regressed log total costs against explanatory variables describing service volume, quality, access, other site characteristics, and income level. We used Bayesian hierarchical regression models to combine data from different countries and account for the multi-stage sample design. We calculated output elasticity as the percentage increase in outputs (service volume) for a 1% increase in inputs (total costs), averaged across the sample in each country, and reported first differences to describe the impact of other predictors. We estimated average and total cost curves for each country as a function of service volume. RESULTS: Across countries, average costs per dose ranged from $2.75 to $13.63. Average costs per child receiving diphtheria, tetanus, and pertussis ranged from $27 to $139. Within countries costs per dose varied widely—on average, sites in the highest quintile were 440% more expensive than those in the lowest quintile. In each country, higher service volume was strongly associated with lower average costs. A doubling of service volume was associated with a 19% (95% interval, 4.0–32) reduction in costs per dose delivered, (range 13% to 32% across countries), and the largest 20% of sites in each country realized costs per dose that were on average 61% lower than those for the smallest 20% of sites, controlling for other factors. Other factors associated with higher costs included hospital status, provision of outreach services, share of effort to management, level of staff training/seniority, distance to vaccine collection, additional days open per week, greater vaccination schedule completion, and per capita gross domestic product. CONCLUSIONS: We identified multiple features of sites and their operating environment that were associated with differences in average unit costs, with service volume being the most influential. These findings can inform efforts to improve the efficiency of service delivery and better understand resource needs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12916-017-0942-1) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-06 /pmc/articles/PMC5629762/ /pubmed/28982358 http://dx.doi.org/10.1186/s12916-017-0942-1 Text en © The Author(s). 2017 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 Article Menzies, Nicolas A. Suharlim, Christian Geng, Fangli Ward, Zachary J. Brenzel, Logan Resch, Stephen C. The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
title | The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
title_full | The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
title_fullStr | The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
title_full_unstemmed | The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
title_short | The cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
title_sort | cost determinants of routine infant immunization services: a meta-regression analysis of six country studies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5629762/ https://www.ncbi.nlm.nih.gov/pubmed/28982358 http://dx.doi.org/10.1186/s12916-017-0942-1 |
work_keys_str_mv | AT menziesnicolasa thecostdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT suharlimchristian thecostdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT gengfangli thecostdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT wardzacharyj thecostdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT brenzellogan thecostdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT reschstephenc thecostdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT menziesnicolasa costdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT suharlimchristian costdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT gengfangli costdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT wardzacharyj costdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT brenzellogan costdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies AT reschstephenc costdeterminantsofroutineinfantimmunizationservicesametaregressionanalysisofsixcountrystudies |