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The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis

BACKGROUND: HIV impacts heavily on the operating costs of companies in sub-Saharan Africa, with many companies now providing antiretroviral therapy (ART) programmes in the workplace. A full cost–benefit analysis of workplace ART provision has not been conducted using primary data. We developed a dyn...

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Autores principales: Meyer-Rath, Gesine, Pienaar, Jan, Brink, Brian, van Zyl, Andrew, Muirhead, Debbie, Grant, Alison, Churchyard, Gavin, Watts, Charlotte, Vickerman, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4556678/
https://www.ncbi.nlm.nih.gov/pubmed/26327271
http://dx.doi.org/10.1371/journal.pmed.1001869
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author Meyer-Rath, Gesine
Pienaar, Jan
Brink, Brian
van Zyl, Andrew
Muirhead, Debbie
Grant, Alison
Churchyard, Gavin
Watts, Charlotte
Vickerman, Peter
author_facet Meyer-Rath, Gesine
Pienaar, Jan
Brink, Brian
van Zyl, Andrew
Muirhead, Debbie
Grant, Alison
Churchyard, Gavin
Watts, Charlotte
Vickerman, Peter
author_sort Meyer-Rath, Gesine
collection PubMed
description BACKGROUND: HIV impacts heavily on the operating costs of companies in sub-Saharan Africa, with many companies now providing antiretroviral therapy (ART) programmes in the workplace. A full cost–benefit analysis of workplace ART provision has not been conducted using primary data. We developed a dynamic health-state transition model to estimate the economic impact of HIV and the cost–benefit of ART provision in a mining company in South Africa between 2003 and 2022. METHODS AND FINDINGS: A dynamic health-state transition model, called the Workplace Impact Model (WIM), was parameterised with workplace data on workforce size, composition, turnover, HIV incidence, and CD4 cell count development. Bottom-up cost analyses from the employer perspective supplied data on inpatient and outpatient resource utilisation and the costs of absenteeism and replacement of sick workers. The model was fitted to workforce HIV prevalence and separation data while incorporating parameter uncertainty; univariate sensitivity analyses were used to assess the robustness of the model findings. As ART coverage increases from 10% to 97% of eligible employees, increases in survival and retention of HIV-positive employees and associated reductions in absenteeism and benefit payments lead to cost savings compared to a scenario of no treatment provision, with the annual cost of HIV to the company decreasing by 5% (90% credibility interval [CrI] 2%–8%) and the mean cost per HIV-positive employee decreasing by 14% (90% CrI 7%–19%) by 2022. This translates into an average saving of US$950,215 (90% CrI US$220,879–US$1.6 million) per year; 80% of these cost savings are due to reductions in benefit payments and inpatient care costs. Although findings are sensitive to assumptions regarding incidence and absenteeism, ART is cost-saving under considerable parameter uncertainty and in all tested scenarios, including when prevalence is reduced to 1%—except when no benefits were paid out to employees leaving the workforce and when absenteeism rates were half of what data suggested. Scaling up ART further through a universal test and treat strategy doubles savings; incorporating ART for family members reduces savings but is still marginally cost-saving compared to no treatment. Our analysis was limited to the direct cost of HIV to companies and did not examine the impact of HIV prevention policies on the miners or their families, and a few model inputs were based on limited data, though in sensitivity analysis our results were found to be robust to changes to these inputs along plausible ranges. CONCLUSIONS: Workplace ART provision can be cost-saving for companies in high HIV prevalence settings due to reductions in healthcare costs, absenteeism, and staff turnover. Company-sponsored HIV counselling and voluntary testing with ensuing treatment of all HIV-positive employees and family members should be implemented universally at workplaces in countries with high HIV prevalence.
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spelling pubmed-45566782015-09-10 The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis Meyer-Rath, Gesine Pienaar, Jan Brink, Brian van Zyl, Andrew Muirhead, Debbie Grant, Alison Churchyard, Gavin Watts, Charlotte Vickerman, Peter PLoS Med Research Article BACKGROUND: HIV impacts heavily on the operating costs of companies in sub-Saharan Africa, with many companies now providing antiretroviral therapy (ART) programmes in the workplace. A full cost–benefit analysis of workplace ART provision has not been conducted using primary data. We developed a dynamic health-state transition model to estimate the economic impact of HIV and the cost–benefit of ART provision in a mining company in South Africa between 2003 and 2022. METHODS AND FINDINGS: A dynamic health-state transition model, called the Workplace Impact Model (WIM), was parameterised with workplace data on workforce size, composition, turnover, HIV incidence, and CD4 cell count development. Bottom-up cost analyses from the employer perspective supplied data on inpatient and outpatient resource utilisation and the costs of absenteeism and replacement of sick workers. The model was fitted to workforce HIV prevalence and separation data while incorporating parameter uncertainty; univariate sensitivity analyses were used to assess the robustness of the model findings. As ART coverage increases from 10% to 97% of eligible employees, increases in survival and retention of HIV-positive employees and associated reductions in absenteeism and benefit payments lead to cost savings compared to a scenario of no treatment provision, with the annual cost of HIV to the company decreasing by 5% (90% credibility interval [CrI] 2%–8%) and the mean cost per HIV-positive employee decreasing by 14% (90% CrI 7%–19%) by 2022. This translates into an average saving of US$950,215 (90% CrI US$220,879–US$1.6 million) per year; 80% of these cost savings are due to reductions in benefit payments and inpatient care costs. Although findings are sensitive to assumptions regarding incidence and absenteeism, ART is cost-saving under considerable parameter uncertainty and in all tested scenarios, including when prevalence is reduced to 1%—except when no benefits were paid out to employees leaving the workforce and when absenteeism rates were half of what data suggested. Scaling up ART further through a universal test and treat strategy doubles savings; incorporating ART for family members reduces savings but is still marginally cost-saving compared to no treatment. Our analysis was limited to the direct cost of HIV to companies and did not examine the impact of HIV prevention policies on the miners or their families, and a few model inputs were based on limited data, though in sensitivity analysis our results were found to be robust to changes to these inputs along plausible ranges. CONCLUSIONS: Workplace ART provision can be cost-saving for companies in high HIV prevalence settings due to reductions in healthcare costs, absenteeism, and staff turnover. Company-sponsored HIV counselling and voluntary testing with ensuing treatment of all HIV-positive employees and family members should be implemented universally at workplaces in countries with high HIV prevalence. Public Library of Science 2015-09-01 /pmc/articles/PMC4556678/ /pubmed/26327271 http://dx.doi.org/10.1371/journal.pmed.1001869 Text en © 2015 Meyer-Rath et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Meyer-Rath, Gesine
Pienaar, Jan
Brink, Brian
van Zyl, Andrew
Muirhead, Debbie
Grant, Alison
Churchyard, Gavin
Watts, Charlotte
Vickerman, Peter
The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis
title The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis
title_full The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis
title_fullStr The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis
title_full_unstemmed The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis
title_short The Impact of Company-Level ART Provision to a Mining Workforce in South Africa: A Cost–Benefit Analysis
title_sort impact of company-level art provision to a mining workforce in south africa: a cost–benefit analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4556678/
https://www.ncbi.nlm.nih.gov/pubmed/26327271
http://dx.doi.org/10.1371/journal.pmed.1001869
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