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Costs and Cost Drivers of Providing Option B+ Services to Mother-Baby Pairs for PMTCT of HIV in Health Centre IV Facilities in Jinja District, Uganda. BIOMED RESEARCH INTERNATIONAL 2020; 2020:2875864. [PMID: 32550228 PMCID: PMC7256705 DOI: 10.1155/2020/2875864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 11/18/2019] [Accepted: 05/04/2020] [Indexed: 11/17/2022]
Abstract
Background In 2013, the World Health Organization (WHO) revised the 2012 guidelines on use of antiretroviral drugs (ARVs) for the prevention of mother-to-child transmission (PMTCT) of human immunodeficiency virus (HIV). The new guidelines recommended lifelong antiretroviral therapy (ART) for all HIV-positive pregnant and breastfeeding women irrespective of CD4 count or clinical stage (also referred to as Option B+). Uganda started implementing Option B+ in 2012 basing on the 2012 WHO guidelines. Despite the impressive benefits of the Option B+ strategy, implementation challenges, including cost burden and mother-baby pairs lost to follow-up, threatened its overall effectiveness. The researchers were unable to identify any studies conducted to assess costs and cost drivers associated with provision of Option B+ services to mother-baby pairs in HIV care in Uganda. Therefore, this study determined costs and cost drivers of providing Option B+ services to mother-baby pairs over a two-year period (2014–2015) in selected health facilities in Jinja district, Uganda. Methods The estimated costs of providing Option B+ to mother-baby pairs derived from the provider perspective were evaluated at four health centres (HC) in Jinja district. A retrospective, ingredient-based costing approach was used to collect data for 2014 as base year using a standardized cost data capture tool. All costs were valued in United States dollars (USD) using the 2014 midyear exchange rate. Costs incurred in the second year (2015) were obtained by inflating the 2014 costs by the ratio of 2015 and 2014 USA Gross Domestic Product (GDP) implicit price deflator. Results The average total cost of Option B+ services per HC was 66,512.7 (range: 32,168.2–102,831.1) USD over the 2-year period. The average unit cost of Option B+ services per mother-baby pair was USD 441.9 (range: 422.5–502.6). ART for mothers was the biggest driver of total mean costs (percent contribution: 62.6%; range: 56.0%–65.5%) followed by facility personnel (percent contribution: 8.2%; range: 7.7%–11.6%), and facility-level monitoring and quality improvement (percent contribution: 6.0%; range: 3.2%–12.3%). Conclusions and Recommendations. ART for mothers was the major cost driver. Efforts to lower the cost of ART for PMTCT would make delivery of Option B+ affordable and sustainable.
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Homan R, Bratt J, Marchand G, Kansembe H. Leveraging existing program data for routine efficiency measurement in Zambia. Gates Open Res 2019; 2:40. [PMID: 31131366 PMCID: PMC6480548 DOI: 10.12688/gatesopenres.12851.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2018] [Indexed: 11/20/2022] Open
Abstract
Rationale: As donor contributions for HIV/AIDS stagnate globally, national governments must seek ways to improve use of existing resources through interventions to drive efficiency at the facility level. But program managers lack routine information on unit expenditures at points of care, and higher-level planners are unable to assess resource use in the health system. Thus, managers cannot measure current levels of technical efficiency, and are unable to evaluate effectiveness of interventions to increase technical efficiency. Phased Implementation of REMS: FHI 360 developed the Routine Efficiency Monitoring System (REMS)-a relational database leveraging existing budget, expenditure and output data to produce quarterly site-level estimates of unit expenditure per service. Along with the Government of the Republic of Zambia (GRZ) and implementation partner Avencion, we configured REMS to measure technical efficiency of Ministry of Health resources used to deliver HIV/AIDS services in 326 facilities in 17 high-priority districts in Copperbelt and Central Provinces. REMS allocation algorithms were developed through facility assessments, and key informant interviews with MoH staff. Existing IFMIS and DHIS-2 data streams provide recurring flows of expenditure and output data needed to estimate service-specific unit expenditures. Trained users access REMS output through user-friendly dashboards delivered through a web-based application. REMS as a Solution: District health managers use REMS to identify “outlier” facilities to test performance improvement interventions. Provincial and national planners are using REMS to seek savings and ensure that resources are directed to geographic and programmatic areas with highest need. REMS can support reimbursement for social health insurance and provide time-series data on facility-level costs for modeling. Conclusions and Next Steps: REMS gives managers and planners substantially-improved data on how programs transform resources into services. The GRZ is seeking funding to expand REMS nationally, covering all major disease areas. Improved technical efficiency supports the goal of a sustainable HIV/AIDS response.
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Affiliation(s)
- Rick Homan
- Health Services Research, FHI 360, Durham, North Carolina, 27701, USA
| | - John Bratt
- Health Services Research, FHI 360, Durham, North Carolina, 27701, USA
| | | | - Henry Kansembe
- Planning Department, Ministry of Health, Government of the Republic of Zambia, Lusaka, Zambia
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Kumar GA, Dandona R, Rewari BB, Kumar SGP, Tanwar S, Gagnier MC, Vishnumolakala VS, Dandona L. Decreasing cost of public sector first-line ART services in India from 2007-2008 to 2015-2016. PLoS One 2018; 13:e0206988. [PMID: 30419042 PMCID: PMC6231637 DOI: 10.1371/journal.pone.0206988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 10/23/2018] [Indexed: 12/02/2022] Open
Abstract
Introduction India has scaled-up antiretroviral treatment (ART) in public sector facilities, but data to understand time trends of average cost of ART are limited. Materials and methods Cost and output data were collected at all public sector ART centres in undivided Andhra Pradesh (high-HIV burden state) and Rajasthan (low-HIV burden state) in India from fiscal year 2007–2008 to 2012–2013. Average cost per patient for first-line ART, and its relation with scale of services, were assessed. Using data on scale of services, the average cost was estimated up to 2015–2016. Break-even point was estimated from average and marginal cost functions. Costs were adjusted to 2015 constant price. Results The average cost per patient alive and on ART in 2015–2016 was US$162 in undivided Andhra Pradesh and US$186 in Rajasthan, which was 51.4% and 35.8% lower than in 2007–2008, respectively. Average ART drug cost declined by 27.2% during this period, and was 70.9% and 61.5% of the total ART cost in the two states in 2015–2016. The average cost other than ART drugs declined by 73.1% and 45.7%, with the number of patients served increasing 7 and 14.2 times, respectively. Average cost other than ART drugs had a significant negative relation with scale (R2 = 86.4%-82.8%, p<0.001). Break-even analysis suggested that 47.5% and 58.8% of the ART centres in undivided Andhra Pradesh and Rajasthan, respectively, were functioning below optimal scale in 2015–2016. The estimated total economic cost of first-line ART services provided in the public sector in India in fiscal year 2015–2016 was US$ 151 million; it would be US$ 216.1 million to provide this to all eligible persons in India. Conclusion The average cost of providing first-line ART has declined in India, and further reduction is possible if the optimal scale of services is achieved. These findings can inform resource requirement for the ART programme in India.
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Affiliation(s)
| | - Rakhi Dandona
- Public Health Foundation of India, New Delhi, India
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States of America
| | - Bharat B. Rewari
- National AIDS Control Organisation, Ministry of Health and Family Welfare, Government of India, New Delhi, India
- World Health Organization Country Office for India, New Delhi, India
| | | | - Sukarma Tanwar
- Public Health Foundation of India, New Delhi, India
- National AIDS Control Organisation, Ministry of Health and Family Welfare, Government of India, New Delhi, India
- World Health Organization Country Office for India, New Delhi, India
| | - Marielle C. Gagnier
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States of America
| | | | - Lalit Dandona
- Public Health Foundation of India, New Delhi, India
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States of America
- * E-mail:
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4
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Homan R, Bratt J, Marchand G, Kansembe H. Leveraging existing program data for routine efficiency measurement in Zambia. Gates Open Res 2018. [DOI: 10.12688/gatesopenres.12851.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: As donor contributions for HIV/AIDS stagnate globally, national governments must seek ways to improve use of existing resources through interventions to drive efficiency at the facility level. But program managers lack routinely available information on unit expenditures at points of care, and higher-level planners are unable to assess how resources are used throughout the health system. Thus, managers cannot measure current levels of technical efficiency, and are unable to evaluate effectiveness of interventions to increase technical efficiency. Methods: FHI 360 developed the Routine Efficiency Monitoring System (REMS), a relational database that leverages existing budget, expenditure and output data to produce quarterly site-level estimates of unit expenditure per service. Along with the Government of the Republic of Zambia (GRZ) and implementation partner Avencion, we configured REMS to measure technical efficiency of Ministry of Health resources used to deliver HIV/AIDS services in 326 facilities in 17 high-priority districts in Copperbelt and Central Provinces. REMS allocation algorithms were developed through facility assessments and key informant interviews with MoH staff. Existing IFMIS and DHIS-2 data streams provide recurring flows of expenditure and output data needed to estimate service-specific unit expenditures. Trained users access REMS output through user-friendly dashboards delivered through a web-based application. Results: District health management teams are using REMS to identify “outlier” facilities to test performance improvement interventions. Provincial and national planners are using REMS to seek savings and ensure that resources are directed to geographic and programmatic areas with highest need. REMS can support reimbursement for social health insurance and provide time-series data on facility-level costs for modeling purposes. Conclusions: REMS gives managers and planners substantially-improved data on how programs transform resources into services. The GRZ is seeking funding to expand REMS nationally, covering all major disease areas. Improved technical efficiency supports the goal of a sustainable HIV/AIDS response.
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Kimaro GD, Mfinanga S, Simms V, Kivuyo S, Bottomley C, Hawkins N, Harrison TS, Jaffar S, Guinness L. The costs of providing antiretroviral therapy services to HIV-infected individuals presenting with advanced HIV disease at public health centres in Dar es Salaam, Tanzania: Findings from a randomised trial evaluating different health care strategies. PLoS One 2017; 12:e0171917. [PMID: 28234969 PMCID: PMC5325220 DOI: 10.1371/journal.pone.0171917] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 01/28/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Understanding the costs associated with health care delivery strategies is essential for planning. There are few data on health service resources used by patients and their associated costs within antiretroviral (ART) programmes in Africa. MATERIAL AND METHODS The study was nested within a large trial, which evaluated screening for cryptococcal meningitis and tuberculosis and a short initial period of home-based adherence support for patients initiating ART with advanced HIV disease in Tanzania and Zambia. The economic evaluation was done in Tanzania alone. We estimated costs of providing routine ART services from the health service provider's perspective using a micro-costing approach. Incremental costs for the different novel components of service delivery were also estimated. All costs were converted into US dollars (US$) and based on 2012 prices. RESULTS Of 870 individuals enrolled in Tanzania, 434 were enrolled in the intervention arm and 436 in the standard care/control arm. Overall, the median (IQR) age and CD4 cell count at enrolment were 38 [31, 44] years and 52 [20, 89] cells/mm3, respectively. The mean per patient costs over the first three months and over a one year period of follow up following ART initiation in the standard care arm were US$ 107 (95%CI 101-112) and US$ 265 (95%CI 254-275) respectively. ART drugs, clinic visits and hospital admission constituted 50%, 19%, and 19% of the total cost per patient year, while diagnostic tests and non-ART drugs (co-trimoxazole) accounted for 10% and 2% of total per patient year costs. The incremental costs of the intervention to the health service over the first three months was US$ 59 (p<0.001; 95%CI 52-67) and over a one year period was US$ 67(p<0.001; 95%CI 50-83). This is equivalent to an increase of 55% (95%CI 51%-59%) in the mean cost of care over the first three months, and 25% (95%CI 20%-30%) increase over one year of follow up.
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MESH Headings
- Adult
- Anti-HIV Agents/economics
- Anti-HIV Agents/therapeutic use
- Antiretroviral Therapy, Highly Active/economics
- CD4 Lymphocyte Count
- Delivery of Health Care/economics
- Delivery of Health Care/statistics & numerical data
- Disease Progression
- Female
- HIV Infections/diagnosis
- HIV Infections/drug therapy
- HIV Infections/economics
- HIV Infections/virology
- Health Care Costs/statistics & numerical data
- Health Resources
- Humans
- Male
- Meningitis, Cryptococcal/diagnosis
- Meningitis, Cryptococcal/drug therapy
- Meningitis, Cryptococcal/economics
- Meningitis, Cryptococcal/microbiology
- Public Health Systems Research
- Tanzania
- Trimethoprim, Sulfamethoxazole Drug Combination/economics
- Trimethoprim, Sulfamethoxazole Drug Combination/therapeutic use
- Tuberculosis, Pulmonary/diagnosis
- Tuberculosis, Pulmonary/drug therapy
- Tuberculosis, Pulmonary/economics
- Tuberculosis, Pulmonary/microbiology
- Zambia
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Affiliation(s)
- Godfather Dickson Kimaro
- Muhimbili Medical Research Centre, National Institute for Medical Research, Dar es Salaam, Tanzania
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Sayoki Mfinanga
- Muhimbili Medical Research Centre, National Institute for Medical Research, Dar es Salaam, Tanzania
| | - Victoria Simms
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Sokoine Kivuyo
- Muhimbili Medical Research Centre, National Institute for Medical Research, Dar es Salaam, Tanzania
| | - Christian Bottomley
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Neil Hawkins
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Thomas S. Harrison
- Institute for Infection and Immunity, St Georges University of London, London, United Kingdom
| | - Shabbar Jaffar
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Lorna Guinness
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
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Gomez GB, Dowdy DW, Bastos ML, Zwerling A, Sweeney S, Foster N, Trajman A, Islam MA, Kapiga S, Sinanovic E, Knight GM, White RG, Wells WA, Cobelens FG, Vassall A. Cost and cost-effectiveness of tuberculosis treatment shortening: a model-based analysis. BMC Infect Dis 2016; 16:726. [PMID: 27905897 PMCID: PMC5131398 DOI: 10.1186/s12879-016-2064-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 11/08/2016] [Indexed: 12/05/2022] Open
Abstract
Background Despite improvements in treatment success rates for tuberculosis (TB), current six-month regimen duration remains a challenge for many National TB Programmes, health systems, and patients. There is increasing investment in the development of shortened regimens with a number of candidates in phase 3 trials. Methods We developed an individual-based decision analytic model to assess the cost-effectiveness of a hypothetical four-month regimen for first-line treatment of TB, assuming non-inferiority to current regimens of six-month duration. The model was populated using extensive, empirically-collected data to estimate the economic impact on both health systems and patients of regimen shortening for first-line TB treatment in South Africa, Brazil, Bangladesh, and Tanzania. We explicitly considered ‘real world’ constraints such as sub-optimal guideline adherence. Results From a societal perspective, a shortened regimen, priced at USD1 per day, could be a cost-saving option in South Africa, Brazil, and Tanzania, but would not be cost-effective in Bangladesh when compared to one gross domestic product (GDP) per capita. Incorporating ‘real world’ constraints reduces cost-effectiveness. Patient-incurred costs could be reduced in all settings. From a health service perspective, increased drug costs need to be balanced against decreased delivery costs. The new regimen would remain a cost-effective option, when compared to each countries’ GDP per capita, even if new drugs cost up to USD7.5 and USD53.8 per day in South Africa and Brazil; this threshold was above USD1 in Tanzania and under USD1 in Bangladesh. Conclusion Reducing the duration of first-line TB treatment has the potential for substantial economic gains from a patient perspective. The potential economic gains for health services may also be important, but will be context-specific and dependent on the appropriate pricing of any new regimen. Electronic supplementary material The online version of this article (doi:10.1186/s12879-016-2064-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- G B Gomez
- Amsterdam Institute for Global Health and Development and Department of Global Health, Academic Medical Center, University of Amsterdam, Trinity Building C, Pietersbergweg 17, Amsterdam, 1105 BM, The Netherlands. .,Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK.
| | - D W Dowdy
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - M L Bastos
- Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.,Tuberculosis Scientific League, Rio de Janeiro, Brazil
| | - A Zwerling
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - S Sweeney
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK
| | - N Foster
- Health Economics Unit, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
| | - A Trajman
- Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.,Tuberculosis Scientific League, Rio de Janeiro, Brazil.,McGill University, Montreal, Canada
| | - M A Islam
- BRAC Health Nutrition and Population Programme, BRAC Centre, Dhaka, Bangladesh
| | - S Kapiga
- Mwanza Intervention Trials Unit, National Institute for Medical Research, Mwanza, Tanzania
| | - E Sinanovic
- Health Economics Unit, School of Public Health & Family Medicine, University of Cape Town, Cape Town, South Africa
| | - G M Knight
- TB Modelling Group, Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - R G White
- TB Modelling Group, Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - W A Wells
- Global Alliance for TB Drug Development, New York, USA.,Present address: United States Agency for International Development, Washington, DC, USA
| | - F G Cobelens
- Amsterdam Institute for Global Health and Development and Department of Global Health, Academic Medical Center, University of Amsterdam, Trinity Building C, Pietersbergweg 17, Amsterdam, 1105 BM, The Netherlands.,KNCV Tuberculosis Foundation, The Hague, Netherlands
| | - A Vassall
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK
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7
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Bautista-Arredondo S, Sosa-Rubí SG, Opuni M, Contreras-Loya D, Kwan A, Chaumont C, Chompolola A, Condo J, Galárraga O, Martinson N, Masiye F, Nsanzimana S, Ochoa-Moreno I, Wamai R, Wang’ombe J. Costs along the service cascades for HIV testing and counselling and prevention of mother-to-child transmission. AIDS 2016; 30:2495-2504. [PMID: 27753679 PMCID: PMC5051528 DOI: 10.1097/qad.0000000000001208] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
We estimate facility-level average annual costs per client along the HIV testing and counselling (HTC) and prevention of mother-to-child transmission (PMTCT) service cascades.
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8
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Obure CD, Sweeney S, Darsamo V, Michaels-Igbokwe C, Guinness L, Terris-Prestholt F, Muketo E, Nhlabatsi Z, Warren CE, Mayhew S, Watts C, Vassall A. The Costs of Delivering Integrated HIV and Sexual Reproductive Health Services in Limited Resource Settings. PLoS One 2015; 10:e0124476. [PMID: 25933414 PMCID: PMC4416893 DOI: 10.1371/journal.pone.0124476] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Accepted: 03/14/2015] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE To present evidence on the total costs and unit costs of delivering six integrated sexual reproductive health and HIV services in a high and medium HIV prevalence setting, in order to support policy makers and planners scaling up these essential services. DESIGN A retrospective facility based costing study conducted in 40 non-government organization and public health facilities in Kenya and Swaziland. METHODS Economic and financial costs were collected retrospectively for the year 2010/11, from each study site with an aim to estimate the cost per visit of six integrated HIV and SRH services. A full cost analysis using a combination of bottom-up and step-down costing methods was conducted from the health provider's perspective. The main unit of analysis is the economic unit cost per visit for each service. Costs are converted to 2013 International dollars. RESULTS The mean cost per visit for the HIV/SRH services ranged from $Int 14.23 (PNC visit) to $Int 74.21 (HIV treatment visit). We found considerable variation in the unit costs per visit across settings with family planning services exhibiting the least variation ($Int 6.71-52.24) and STI treatment and HIV treatment visits exhibiting the highest variation in unit cost ranging from ($Int 5.44-281.85) and ($Int 0.83-314.95), respectively. Unit costs of visits were driven by fixed costs while variability in visit costs across facilities was explained mainly by technology used and service maturity. CONCLUSION For all services, variability in unit costs and cost components suggest that potential exists to reduce costs through better use of both human and capital resources, despite the high proportion of expenditure on drugs and medical supplies. Further work is required to explore the key drivers of efficiency and interventions that may facilitate efficiency improvements.
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Affiliation(s)
- Carol Dayo Obure
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
- * E-mail:
| | - Sedona Sweeney
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Vanessa Darsamo
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Christine Michaels-Igbokwe
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Lorna Guinness
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Fern Terris-Prestholt
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | | | | | | | - Susannah Mayhew
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Charlotte Watts
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Anna Vassall
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
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9
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Bautista-Arredondo S, Sosa-Rubí SG, Opuni M, Kwan A, Chaumont C, Coetzee J, Condo J, Dzekedzeke K, Galárraga O, Martinson N, Masiye F, Nsanzimana S, Wamai R, Wang'ombe J. Assessing cost and technical efficiency of HIV prevention interventions in sub-Saharan Africa: the ORPHEA study design and methods. BMC Health Serv Res 2014; 14:599. [PMID: 25927555 PMCID: PMC4260235 DOI: 10.1186/s12913-014-0599-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 11/12/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Scaling up services to achieve HIV targets will require that countries optimize the use of available funding. Robust unit cost estimates are essential for the better use of resources, and information on the heterogeneity in the unit cost of delivering HIV services across facilities - both within and across countries - is critical to identifying and addressing inefficiencies. There is limited information on the unit cost of HIV prevention services in sub-Saharan Africa and information on the heterogeneity within and across countries and determinants of this variation is even more scarce. The "Optimizing the Response in Prevention: HIV Efficiency in Africa" (ORPHEA) study aims to add to the empirical body of knowledge on the cost and technical efficiency of HIV prevention services that decision makers can use to inform policy and planning. METHODS/DESIGN ORPHEA is a cross-sectional observational study conducted in 304 service delivery sites in Kenya, Rwanda, South Africa, and Zambia to assess the cost, cost structure, cost variability, and the determinants of efficiency for four HIV interventions: HIV testing and counselling (HTC), prevention of mother-to-child transmission (PMTCT), voluntary medical male circumcision (VMMC), and HIV prevention for sex workers. ORPHEA collected information at three levels (district, facility, and individual) on inputs to HIV prevention service production and their prices, outputs produced along the cascade of services, facility-level characteristics and contextual factors, district-level factors likely to influence the performance of facilities as well as the demand for HIV prevention services, and information on process quality for HTC, PMTCT, and VMMC services. DISCUSSION ORPHEA is one of the most comprehensive studies on the cost and technical efficiency of HIV prevention interventions to date. The study applied a robust methodological design to collect comparable information to estimate the cost of HTC, PMTCT, VMMC, and sex worker prevention services in Kenya, Rwanda, South Africa, and Zambia, the level of efficiency in the current delivery of these services, and the key determinants of efficiency. The results of the study will be important to decision makers in the study countries as well as those in countries facing similar circumstances and contexts.
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Affiliation(s)
| | - Sandra G Sosa-Rubí
- National Institute of Public Health (INSP), Division of Health Economics, Cuernavaca, Mexico.
| | | | - Ada Kwan
- National Institute of Public Health (INSP), Division of Health Economics, Cuernavaca, Mexico.
| | - Claire Chaumont
- National Institute of Public Health (INSP), Division of Health Economics, Cuernavaca, Mexico.
| | - Jenny Coetzee
- Perinatal HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa.
| | - Jeanine Condo
- National University of Rwanda, School of Public Health, Kigali, Rwanda.
| | | | | | - Neil Martinson
- Perinatal HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa.
| | - Felix Masiye
- University of Zambia, Division of Economics, Lusaka, Zambia.
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10
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Superior outcomes and lower outpatient costs with scale-up of antiretroviral therapy at the GHESKIO clinic in Port-au-Prince, Haiti. J Acquir Immune Defic Syndr 2014; 66:e72-9. [PMID: 24984189 DOI: 10.1097/qai.0000000000000200] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Treatment protocols and prices of antiretroviral therapy (ART) have changed over time. Yet, limited data exist to evaluate the impact of these changes on patient outcomes and treatment costs in resource-poor settings. METHODS We compared patient-level data on outcomes, utilization, and cost for the first 2 years of ART for a cohort of adult patients initiating ART in 2003-2004 and a cohort initiating ART in 2006-2008 at the Haitian Group for the Study of Kaposi's Sarcoma and Opportunistic Infections clinic (GHESKIO) in Port-au-Prince, Haiti. Costs were measured from the health center perspective. Multivariate analyses were conducted to account for the potential impact of differences in disease severity at baseline. RESULTS With the exclusion of patients who transferred care, 92% (167/181) of patients in the 2006-2008 cohort and 75% (150/200) in the 2003-2004 cohort were alive and in care at the end of the study period. The mean cost per patient for the 2-year study period was US$723 for the 2006-2008 cohort vs. US$1191 for the 2003-2004 cohort, a cost difference of US$468 (P < 0.0001). The mean cost per patient alive and in care at the end of the 2-year study period was US$744 for the 2006-2008 cohort vs. US$1489 for the 2003-2004 cohort (P < 0.0001). CONCLUSIONS HIV treatment outcomes in Haiti have improved over time while treatment costs declined by over 50% per patient alive and in care at the end of the 2-year study period. The major drivers in the reduction of treatment costs were the lower price of ART, lower costs for laboratory testing, and lower overhead costs.
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Koethe JR, Marseille E, Giganti MJ, Chi BH, Heimburger D, Stringer JS. Estimating the cost-effectiveness of nutrition supplementation for malnourished, HIV-infected adults starting antiretroviral therapy in a resource-constrained setting. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2014; 12:10. [PMID: 24839400 PMCID: PMC4024113 DOI: 10.1186/1478-7547-12-10] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2013] [Accepted: 04/17/2014] [Indexed: 11/18/2022] Open
Abstract
Background Low body mass index (BMI) individuals starting antiretroviral therapy (ART) for HIV infection in sub-Saharan Africa have high rates of death and loss to follow-up in the first 6 months of treatment. Nutritional supplementation may improve health outcomes in this population, but the anticipated benefit of any intervention should be commensurate with the cost given resource limitations and the need to expand access to ART in the region. Methods We used Markov models incorporating historical data and program-wide estimates of treatment costs and health benefits from the Zambian national ART program to estimate the improvements in 6-month survival and program retention among malnourished adults necessary for a combined nutrition support and ART treatment program to maintain cost-effectiveness parity with ART treatment alone. Patients were stratified according to World Health Organization criteria for severe (BMI <16.0 kg/m2), moderate (16.00-16.99 kg/m2), and mild (17.00-18.49 kg/m2) malnutrition categories. Results 19,247 patients contributed data between May 2004 and October 2010. Quarterly survival and retention were lowest in the BMI <16.0 kg/m2 category compared to higher BMI levels, and there was less variation in both measures across BMI strata after 180 days. ART treatment was estimated to cost $556 per year and averted 7.3 disability-adjusted life years. To maintain cost-effectiveness parity with ART alone, a supplement needed to cost $10.99 per quarter and confer a 20% reduction in both 6-month mortality and loss to follow-up among BMI <16.0 kg/m2 patients. Among BMI 17.00-18.49 kg/m2 patients, supplement costs accompanying a 20% reduction in mortality and loss to follow-up could not exceed $5.18 per quarter. In sensitivity analyses, the maximum permitted supplement cost increased if the ART program cost rose, and fell if patients classified as lost to follow-up at 6 months subsequently returned to care. Conclusions Low BMI adults starting ART in sub-Saharan Africa are at high risk of early mortality and loss to follow-up. The expense of providing nutrition supplementation would require only modest improvements in survival and program retention to be cost-effective for the most severely malnourished individuals starting ART, but interventions are unlikely to be cost-effective among those in higher BMI strata.
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Affiliation(s)
- John R Koethe
- Centre for Infectious Diseases Research in Zambia, Plot 5032 Great North Road, Lusaka, Zambia ; Division of Infectious Diseases, Vanderbilt University School of Medicine, 215 Light Hall, Nashville, TN 37232, USA
| | - Elliot Marseille
- Health Strategies International, 555 59th Street, Oakland, CA 94609, USA
| | - Mark J Giganti
- Centre for Infectious Diseases Research in Zambia, Plot 5032 Great North Road, Lusaka, Zambia ; Department of Biostatistics, Vanderbilt University School of Medicine, 215 Light Hall, Nashville, TN 37232, USA
| | - Benjamin H Chi
- Centre for Infectious Diseases Research in Zambia, Plot 5032 Great North Road, Lusaka, Zambia ; Department of Obstetrics and Gynecology, UNC Global Women's Health, University of North Carolina at Chapel Hill School of Medicine, 3009 Old Clinic Building CB #7570, Chapel Hill, NC 27599-7570, USA
| | - Douglas Heimburger
- Centre for Infectious Diseases Research in Zambia, Plot 5032 Great North Road, Lusaka, Zambia ; Vanderbilt Institute for Global Health, 2525 West End Ave., Nashville, TN 37203, USA
| | - Jeffrey S Stringer
- Centre for Infectious Diseases Research in Zambia, Plot 5032 Great North Road, Lusaka, Zambia ; Department of Obstetrics and Gynecology, UNC Global Women's Health, University of North Carolina at Chapel Hill School of Medicine, 3009 Old Clinic Building CB #7570, Chapel Hill, NC 27599-7570, USA
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Siapka M, Remme M, Obure CD, Maier CB, Dehne KL, Vassall A. Is there scope for cost savings and efficiency gains in HIV services? A systematic review of the evidence from low- and middle-income countries. Bull World Health Organ 2014; 92:499-511AD. [PMID: 25110375 DOI: 10.2471/blt.13.127639] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2013] [Revised: 12/26/2013] [Accepted: 12/31/2013] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVE To synthesize the data available--on costs, efficiency and economies of scale and scope--for the six basic programmes of the UNAIDS Strategic Investment Framework, to inform those planning the scale-up of human immunodeficiency virus (HIV) services in low- and middle-income countries. METHODS The relevant peer-reviewed and "grey" literature from low- and middle-income countries was systematically reviewed. Search and analysis followed Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines. FINDINGS Of the 82 empirical costing and efficiency studies identified, nine provided data on economies of scale. Scale explained much of the variation in the costs of several HIV services, particularly those of targeted HIV prevention for key populations and HIV testing and treatment. There is some evidence of economies of scope from integrating HIV counselling and testing services with several other services. Cost efficiency may also be improved by reducing input prices, task shifting and improving client adherence. CONCLUSION HIV programmes need to optimize the scale of service provision to achieve efficiency. Interventions that may enhance the potential for economies of scale include intensifying demand-creation activities, reducing the costs for service users, expanding existing programmes rather than creating new structures, and reducing attrition of existing service users. Models for integrated service delivery--which is, potentially, more efficient than the implementation of stand-alone services--should be investigated further. Further experimental evidence is required to understand how to best achieve efficiency gains in HIV programmes and assess the cost-effectiveness of each service-delivery model.
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Affiliation(s)
- Mariana Siapka
- SaME Modelling and Economics, Department of Global Health and Development, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, England
| | - Michelle Remme
- SaME Modelling and Economics, Department of Global Health and Development, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, England
| | - Carol Dayo Obure
- SaME Modelling and Economics, Department of Global Health and Development, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, England
| | - Claudia B Maier
- Joint United Nations Programme on HIV/AIDS (UNAIDS), Geneva, Switzerland
| | - Karl L Dehne
- Joint United Nations Programme on HIV/AIDS (UNAIDS), Geneva, Switzerland
| | - Anna Vassall
- SaME Modelling and Economics, Department of Global Health and Development, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, England
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Scott CA, Iyer HS, McCoy K, Moyo C, Long L, Larson BA, Rosen S. Retention in care, resource utilization, and costs for adults receiving antiretroviral therapy in Zambia: a retrospective cohort study. BMC Public Health 2014; 14:296. [PMID: 24684772 PMCID: PMC3995515 DOI: 10.1186/1471-2458-14-296] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2013] [Accepted: 03/14/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Of the estimated 800,000 adults living with HIV in Zambia in 2011, roughly half were receiving antiretroviral therapy (ART). As treatment scale up continues, information on the care provided to patients after initiating ART can help guide decision-making. We estimated retention in care, the quantity of resources utilized, and costs for a retrospective cohort of adults initiating ART under routine clinical conditions in Zambia. METHODS Data on resource utilization (antiretroviral [ARV] and non-ARV drugs, laboratory tests, outpatient clinic visits, and fixed resources) and retention in care were extracted from medical records for 846 patients who initiated ART at ≥15 years of age at six treatment sites between July 2007 and October 2008. Unit costs were estimated from the provider's perspective using site- and country-level data and are reported in 2011 USD. RESULTS Patients initiated ART at a median CD4 cell count of 145 cells/μL. Fifty-nine percent of patients initiated on a tenofovir-containing regimen, ranging from 15% to 86% depending on site. One year after ART initiation, 75% of patients were retained in care. The average cost per patient retained in care one year after ART initiation was $243 (95% CI, $194-$293), ranging from $184 (95% CI, $172-$195) to $304 (95% CI, $290-$319) depending on site. Patients retained in care one year after ART initiation received, on average, 11.4 months' worth of ARV drugs, 1.5 CD4 tests, 1.3 blood chemistry tests, 1.4 full blood count tests, and 6.5 clinic visits with a doctor or clinical officer. At all sites, ARV drugs were the largest cost component, ranging from 38% to 84% of total costs, depending on site. CONCLUSIONS Patients initiate ART late in the course of disease progression and a large proportion drop out of care after initiation. The quantity of resources utilized and costs vary widely by site, and patients utilize a different mix of resources under routine clinical conditions than if they were receiving fully guideline-concordant care. Improving retention in care and guideline concordance, including increasing the use of tenofovir in first-line ART regimens, may lead to increases in overall treatment costs.
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Affiliation(s)
| | | | | | | | | | - Bruce A Larson
- Center for Global Health and Development, Boston University, Crosstown Center, 3rd Floor, 801 Massachusetts Avenue, Boston, MA 02118, USA.
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Resource Utilization and Costs of Care prior to ART Initiation for Pediatric Patients in Zambia. AIDS Res Treat 2014; 2014:235483. [PMID: 24711925 PMCID: PMC3966317 DOI: 10.1155/2014/235483] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2013] [Accepted: 02/06/2014] [Indexed: 11/22/2022] Open
Abstract
Objective. We estimated time to initiation, outpatient resource use, and costs of outpatient care during the 6 months prior to ART initiation for HIV-infected pediatric patients in Zambia.
Methods. We enrolled 1,102 children who initiated ART at <15 years of age between 2006 and 2011 at 5 study sites. Of these, 832 initiated ART ≤6 months after first presenting to care at the study sites. Data on time in care and resources utilized during the 6 months prior to ART initiation were extracted from patient medical records. Costs were estimated from the provider's perspective and are reported in 2011 USD. Results. For the patients who initiated ART ≤6 months after presenting to care, median age at presentation to care was 3.9 years; median CD4 percentage was 13%. Median time to ART initiation was 26 days. Patients made, on average, 2.38 clinic visits prior to ART initiation and received 0.81 CD4 tests, 0.74 full blood count tests, and 0.49 blood chemistry tests. The mean cost of pre-ART care was $20 per patient. Conclusions. Zambian pediatric patients initiating ART ≤6 months after presenting to care do so quickly, utilize fewer resources than mandated by national guidelines, and accrue low costs.
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Adesina A, Bollinger LA. Estimating the cost-savings associated with bundling maternal and child health interventions: a proposed methodology. BMC Public Health 2013; 13 Suppl 3:S27. [PMID: 24564386 PMCID: PMC3847650 DOI: 10.1186/1471-2458-13-s3-s27] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There is a pressing need to include cost data in the Lives Saved Tool (LiST). This paper proposes a method that combines data from both the WHO CHOosing Interventions that are Cost-Effective (CHOICE) database and the OneHealth Tool (OHT) to develop unit costs for delivering child and maternal health services, both alone and bundled. METHODS First, a translog cost function is estimated to calculate factor shares of personnel, consumables, other direct (variable or recurrent costs excluding personnel and consumables) and indirect (capital or investment) costs. Primary source facility level data from Kenya, Namibia, South Africa, Uganda, Zambia and Zimbabwe are utilized, with separate analyses for hospitals and health centres. Second, the resulting other-direct and indirect factor shares are applied to country unit costs from the WHO CHOICE unit cost database to calculate those portions of unit cost. Third, the remainder of the costs is calculated using default data from the OHT. Fourth, we calculate the effect of bundling services by assuming that a LiST intervention visit takes an average of 20 minutes when delivered alone but only incremental time in addition to the basic visit when delivered in a bundle. RESULTS Personnel costs account for the greatest share of costs for both hospitals and health centres at 50% and 38%, respectively. The percentages differ between hospitals and health centres for consumables (21% versus 17%), other direct (7.5% versus 6.75%), and indirect (22% versus 23%) costs. Combining the other-direct and indirect factor shares with the WHO CHOICE database and the other costs from OHT provides a comprehensive cost estimate of LiST interventions. Finally, the cost of six recommended antenatal care (ANC) interventions is $69.76 when delivered alone, but $61.18 when delivered as a bundle, a savings of $8.58 (12.2%). CONCLUSIONS This paper proposes a method for estimating a comprehensive cost of providing child and maternal health interventions by combining labor, consumables and drug costs from OHT with indirect and other-direct proportional costs from WHO CHOICE. In addition, we demonstrate the potential cost savings that can be achieved from bundling the delivery of essential antenatal care interventions rather than delivering the same interventions alone.
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Affiliation(s)
- Adebiyi Adesina
- Futures Institute, 41-A New London Turnpike, Glastonbury, CT 06033, USA
| | - Lori A Bollinger
- Futures Institute, 41-A New London Turnpike, Glastonbury, CT 06033, USA
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Scott CA, Iyer HS, Lembela Bwalya D, Bweupe M, Rosen SB, Scott N, Larson BA. Uptake, outcomes, and costs of antenatal, well-baby, and prevention of mother-to-child transmission of HIV services under routine care conditions in Zambia. PLoS One 2013; 8:e72444. [PMID: 24015245 PMCID: PMC3756060 DOI: 10.1371/journal.pone.0072444] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 07/05/2013] [Indexed: 11/19/2022] Open
Abstract
Background Zambia adopted Option A for prevention of mother-to-child transmission of HIV (PMTCT) in 2010 and announced a move to Option B+ in 2013. We evaluated the uptake, outcomes, and costs of antenatal, well-baby, and PMTCT services under routine care conditions in Zambia after the adoption of Option A. Methods We enrolled 99 HIV-infected/HIV-exposed (index) mother/baby pairs with a first antenatal visit in April-September 2011 at four study sites and 99 HIV-uninfected/HIV-unexposed (comparison) mother/baby pairs matched on site, gestational age, and calendar month at first visit. Data on patient outcomes and resources utilized from the first antenatal visit through six months postpartum were extracted from site registers. Costs in 2011 USD were estimated from the provider’s perspective. Results Index mothers presented for antenatal care at a mean 23.6 weeks gestation; 55% were considered to have initiated triple-drug antiretroviral therapy (ART) based on information recorded in site registers. Six months postpartum, 62% of index and 30% of comparison mother/baby pairs were retained in care; 67% of index babies retained had an unknown HIV status. Comparison and index mother/baby pairs utilized fewer resources than under fully guideline-concordant care; index babies utilized more well-baby resources than comparison babies. The average cost per comparison pair retained in care six months postpartum was $52 for antenatal and well-baby services. The average cost per index pair retained was $88 for antenatal, well-baby, and PMTCT services and increased to $185 when costs of triple-drug ART services were included. Conclusions HIV-infected mothers present to care late in pregnancy and many are lost to follow up by six months postpartum. HIV-exposed babies are more likely to remain in care and receive non-HIV, well-baby care than HIV-unexposed babies. Improving retention in care, guideline concordance, and moving to Option B+ will result in increased service delivery costs in the short term.
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Affiliation(s)
- Callie A. Scott
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Zambia Center for Applied Health Research and Development, Lusaka, Zambia
| | - Hari S. Iyer
- Zambia Center for Applied Health Research and Development, Lusaka, Zambia
| | | | | | - Sydney B. Rosen
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Health Economics and Epidemiology Research Office, Wits Health Consortium, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nancy Scott
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
| | - Bruce A. Larson
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Department of International Health, School of Public Health, Boston University, Boston, Massachusetts, United States of America
- * E-mail:
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Translation of biomedical prevention strategies for HIV: prospects and pitfalls. J Acquir Immune Defic Syndr 2013; 63 Suppl 1:S12-25. [PMID: 23673881 DOI: 10.1097/qai.0b013e31829202a2] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Early achievements in biomedical approaches for HIV prevention included physical barriers (condoms), clean injection equipment (both for medical use and for injection drug users), blood and blood product safety, and prevention of mother-to-child transmission. In recent years, antiretroviral drugs to reduce the risk of transmission (when the infected person takes the medicines; treatment as prevention) or reduce the risk of acquisition (when the seronegative person takes them; preexposure prophylaxis) have proven to be efficacious. Circumcision of men has also been a major tool relevant for higher prevalence regions such as sub-Saharan Africa. Well-established prevention strategies in the control of sexually transmitted diseases and tuberculosis are highly relevant for HIV (ie, screening, linkage to care, early treatment, and contact tracing). Unfortunately, only slow progress is being made in some available HIV-prevention strategies such as family planning for HIV-infected women who do not want more children and prevention of mother-to-child HIV transmission. Current studies seek to integrate strategies into approaches that combine biomedical, behavioral, and structural methods to achieve prevention synergies. This review identifies the major biomedical approaches demonstrated to be efficacious that are now available. We also highlight the need for behavioral risk reduction and adherence as essential components of any biomedical approach.
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18
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Scott CA, Iyer H, Bwalya DL, McCoy K, Meyer-Rath G, Moyo C, Bolton-Moore C, Larson B, Rosen S. Retention in care and outpatient costs for children receiving antiretroviral therapy in Zambia: a retrospective cohort analysis. PLoS One 2013; 8:e67910. [PMID: 23840788 PMCID: PMC3695874 DOI: 10.1371/journal.pone.0067910] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 05/22/2013] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND There are few published estimates of the cost of pediatric antiretroviral therapy (ART) in Africa. Our objective was to estimate the outpatient cost of providing ART to children remaining in care at six public sector clinics in Zambia during the first three years after ART initiation, stratified by service delivery site and time on treatment. METHODS Data on resource utilization (drugs, diagnostics, outpatient visits, fixed costs) and treatment outcomes (in care, died, lost to follow up) were extracted from medical records for 1,334 children at six sites who initiated ART at <15 years of age between 2006 and 2011. Fixed and variable unit costs (reported in 2011 USD) were estimated from the provider's perspective using site level data. RESULTS Median age at ART initiation was 4.0 years; median CD4 percentage was 14%. One year after ART initiation, 73% of patients remained in care, ranging from 60% to 91% depending on site. The average annual outpatient cost per patient remaining in care was $209 (95% CI, $199-$219), ranging from $116 (95% CI, $107-$126) to $516 (95% CI, $499-$533) depending on site. Average annual costs decreased as time on treatment increased. Antiretroviral drugs were the largest component of all outpatient costs (>50%) at four sites. At the two remaining sites, outpatient visits and fixed costs together accounted for >50% of outpatient costs. The distribution of costs is slightly skewed, with median costs 3% to 13% lower than average costs during the first year after ART initiation depending on site. CONCLUSIONS Outpatient costs for children initiating ART in Zambia are low and comparable to reported outpatient costs for adults. Outpatient costs and retention in care vary widely by site, suggesting opportunities for efficiency gains. Taking advantage of such opportunities will help ensure that targets for pediatric treatment coverage can be met.
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Affiliation(s)
- Callie A. Scott
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Zambia Center for Applied Health Research and Development, Lusaka, Zambia
- * E-mail:
| | - Hari Iyer
- Zambia Center for Applied Health Research and Development, Lusaka, Zambia
| | | | - Kelly McCoy
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
| | - Gesine Meyer-Rath
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Health Economics and Epidemiology Research Office, Wits Health Consortium, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Carolyn Bolton-Moore
- Department of Obstetrics & Gynecology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Bruce Larson
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Department of International Health, School of Public Health, Boston University, Boston, Massachusetts, United States of America
| | - Sydney Rosen
- Center for Global Health and Development, Boston University, Boston, Massachusetts, United States of America
- Health Economics and Epidemiology Research Office, Wits Health Consortium, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Ciaranello AL, Perez F, Engelsmann B, Walensky RP, Mushavi A, Rusibamayila A, Keatinge J, Park JE, Maruva M, Cerda R, Wood R, Dabis F, Freedberg KA. Cost-effectiveness of World Health Organization 2010 guidelines for prevention of mother-to-child HIV transmission in Zimbabwe. Clin Infect Dis 2013; 56:430-46. [PMID: 23204035 PMCID: PMC3540037 DOI: 10.1093/cid/cis858] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2012] [Accepted: 07/17/2012] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND In 2010, the World Health Organization (WHO) released revised guidelines for prevention of mother-to-child human immunodeficiency virus (HIV) transmission (PMTCT). We projected clinical impacts, costs, and cost-effectiveness of WHO-recommended PMTCT strategies in Zimbabwe. METHODS We used Zimbabwean data in a validated computer model to simulate a cohort of pregnant, HIV-infected women (mean age, 24 years; mean CD4 count, 451 cells/µL; subsequent 18 months of breastfeeding). We simulated guideline-concordant care for 4 PMTCT regimens: single-dose nevirapine (sdNVP); WHO-recommended Option A, WHO-recommended Option B, and Option B+ (lifelong maternal 3-drug antiretroviral therapy regardless of CD4). Outcomes included maternal and infant life expectancy (LE) and lifetime healthcare costs (2008 US dollars [USD]). Incremental cost-effectiveness ratios (ICERs, in USD per year of life saved [YLS]) were calculated from combined (maternal + infant) discounted costs and LE. RESULTS Replacing sdNVP with Option A increased combined maternal and infant LE from 36.97 to 37.89 years and would reduce lifetime costs from $5760 to $5710 per mother-infant pair. Compared with Option A, Option B further improved LE (38.32 years), and saved money within 4 years after delivery ($5630 per mother-infant pair). Option B+ (LE, 39.04 years; lifetime cost, $6620 per mother-infant pair) improved maternal and infant health, with an ICER of $1370 per YLS compared with Option B. CONCLUSIONS Replacing sdNVP with Option A or Option B will improve maternal and infant outcomes and save money; Option B increases health benefits and decreases costs compared with Option A. Option B+ further improves maternal outcomes, with an ICER (compared with Option B) similar to many current HIV-related healthcare interventions.
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Affiliation(s)
- Andrea L Ciaranello
- Medical Practice Evaluation Center, Divisions of Infectious Disease, Massachusetts General Hospital, Boston, MA 02114, USA.
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Larson BA, Bii M, Henly-Thomas S, McCoy K, Sawe F, Shaffer D, Rosen S. ART treatment costs and retention in care in Kenya: a cohort study in three rural outpatient clinics. J Int AIDS Soc 2013; 16:18026. [PMID: 23305696 PMCID: PMC3536940 DOI: 10.7448/ias.16.1.18026] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Accepted: 12/05/2012] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION After almost 10 years of PEPFAR funding for antiretroviral therapy (ART) treatment programmes in Kenya, little is known about the cost of care provided to HIV-positive patients receiving ART. With some 430,000 ART patients, understanding and managing costs is essential to treatment programme sustainability. METHODS Using patient-level data from medical records (n=120/site), we estimated the cost of providing ART at three treatment sites in the Rift Valley Province of Kenya (a clinic at a government hospital, a hospital run by a large agricultural company and a mission hospital). Costs included ARV and non-ARV drugs, laboratory tests, salaries to personnel providing patient care, and infrastructure and other fixed costs. We report the average cost per patient during the first 12 months after ART initiation, stratified by site, and the average cost per patient achieving the primary outcome, retention in care 12 months after treatment initiation. RESULTS The cost per patient initiated on ART was $206, $252 and $213 at Sites 1, 2 and 3, respectively. The proportion of patients remaining in care at 12 months was similar across all sites (0.82, 0.80 and 0.84). Average costs for the subset of patients who remained in care at 12 months was also similar (Site 1, $229; Site 2, $287; Site 3, $237). Patients not retained in care cost substantially less (Site 1, $104; Site 2, $113; Site 3, $88). For the subset of patients who remained in care at 12 months, ART medications accounted for 51%, 44% and 50% of the costs, with the remaining costs split between non-ART medications (15%, 11%, 10%), laboratory tests (14%, 15%, 15%), salaries to personnel providing patient care (9%, 11%, 12%) and fixed costs (11%, 18%, 13%). CONCLUSIONS At all three sites, 12-month retention in care compared favourably to retention rates reported in the literature from other low-income African countries. The cost of providing treatment was very low, averaging $224 in the first year, less than $20/month. The cost of antiretroviral medications, roughly $120 per year, accounted for approximately half of the total costs per patient retained in care after 12 months.
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Affiliation(s)
- Bruce A Larson
- Center for Global Health and Development, Boston University, Boston, MA, USA.
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What is the cost of providing outpatient HIV counseling and testing and antiretroviral therapy services in selected public health facilities in Nigeria? J Acquir Immune Defic Syndr 2012; 61:221-5. [PMID: 22820805 DOI: 10.1097/qai.0b013e3182683b04] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Limited data on actual cost of providing HIV/AIDS services in Nigeria makes planning difficult. A study was conducted in 9 public health facilities supported by the Global HIV/AIDS Initiative Nigeria. The objective was to determine the cost of outpatient HIV Testing and Counseling (HTC) and antiretroviral therapy (ART) services per patient. METHODS Two tertiary and 7 secondary facilities were purposively selected across the six geopolitical regions. Facilities were distributed in urban and rural settings. Utilization and cost data for a 12-month period (January to December 2010) were analyzed. Cost elements included consumables, human resources, infrastructure, trainings, facility management, and Global HIV/AIDS Initiative Nigeria technical support. Total costs were apportioned based on percentage utilization by services, and unit costs were derived by dividing resource inputs by service outputs. Data were analyzed using Microsoft Excel 2003. A sensitivity analysis was also conducted for key assumptions. RESULTS Mean costs for HTC and ART were US $7.4 and US $209.0, respectively. Costs were higher in Northern facilities (US $6.9, US $250.8), compared with Southern ones (US $6.7, US $194.7); and in tertiary facilities ($18.5, $338.4), compared with secondary ones ($6.3, $204.9). Major cost drivers for HTC and ART were human resources--ranging from 62% to 50%, and ARV drugs--ranging from 54% to 31%, respectively. CONCLUSIONS Governments' ability to negotiate lower priced antiretroviral drugs will be central to reducing the cost of ART. Additionally, use of lower cadre staff to provide HTC will reduce costs and improves efficiency.
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Menzies NA, Cohen T, Lin HH, Murray M, Salomon JA. Population health impact and cost-effectiveness of tuberculosis diagnosis with Xpert MTB/RIF: a dynamic simulation and economic evaluation. PLoS Med 2012; 9:e1001347. [PMID: 23185139 PMCID: PMC3502465 DOI: 10.1371/journal.pmed.1001347] [Citation(s) in RCA: 153] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2011] [Accepted: 10/12/2012] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND The Xpert MTB/RIF test enables rapid detection of tuberculosis (TB) and rifampicin resistance. The World Health Organization recommends Xpert for initial diagnosis in individuals suspected of having multidrug-resistant TB (MDR-TB) or HIV-associated TB, and many countries are moving quickly toward adopting Xpert. As roll-out proceeds, it is essential to understand the potential health impact and cost-effectiveness of diagnostic strategies based on Xpert. METHODS AND FINDINGS We evaluated potential health and economic consequences of implementing Xpert in five southern African countries--Botswana, Lesotho, Namibia, South Africa, and Swaziland--where drug resistance and TB-HIV coinfection are prevalent. Using a calibrated, dynamic mathematical model, we compared the status quo diagnostic algorithm, emphasizing sputum smear, against an algorithm incorporating Xpert for initial diagnosis. Results were projected over 10- and 20-y time periods starting from 2012. Compared to status quo, implementation of Xpert would avert 132,000 (95% CI: 55,000-284,000) TB cases and 182,000 (97,000-302,000) TB deaths in southern Africa over the 10 y following introduction, and would reduce prevalence by 28% (14%-40%) by 2022, with more modest reductions in incidence. Health system costs are projected to increase substantially with Xpert, by US$460 million (294-699 million) over 10 y. Antiretroviral therapy for HIV represents a substantial fraction of these additional costs, because of improved survival in TB/HIV-infected populations through better TB case-finding and treatment. Costs for treating MDR-TB are also expected to rise significantly with Xpert scale-up. Relative to status quo, Xpert has an estimated cost-effectiveness of US$959 (633-1,485) per disability-adjusted life-year averted over 10 y. Across countries, cost-effectiveness ratios ranged from US$792 (482-1,785) in Swaziland to US$1,257 (767-2,276) in Botswana. Assessing outcomes over a 10-y period focuses on the near-term consequences of Xpert adoption, but the cost-effectiveness results are conservative, with cost-effectiveness ratios assessed over a 20-y time horizon approximately 20% lower than the 10-y values. CONCLUSIONS Introduction of Xpert could substantially change TB morbidity and mortality through improved case-finding and treatment, with more limited impact on long-term transmission dynamics. Despite extant uncertainty about TB natural history and intervention impact in southern Africa, adoption of Xpert evidently offers reasonable value for its cost, based on conventional benchmarks for cost-effectiveness. However, the additional financial burden would be substantial, including significant increases in costs for treating HIV and MDR-TB. Given the fundamental influence of HIV on TB dynamics and intervention costs, care should be taken when interpreting the results of this analysis outside of settings with high HIV prevalence.
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Affiliation(s)
- Nicolas A Menzies
- Center for Health Decision Sciences, Harvard School of Public Health, Boston, Massachusetts, United States of America.
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Sarti FM, Nishijima M, Coelho Campino AC, Cyrillo DC. A comparative analysis of outpatient costs in HIV treatment programs. Rev Assoc Med Bras (1992) 2012. [DOI: 10.1590/s0104-42302012000500013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
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Sarti FM, Nishijima M, Coelho Campino AC, Cyrillo DC. A comparative analysis of outpatient costs in HIV treatment programs. Rev Assoc Med Bras (1992) 2012. [DOI: 10.1016/s0104-4230(12)70250-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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Torpey K, Kabaso M, Kasonde P, Dirks R, Bweupe M, Thompson C, Mukadi YD. Increasing the uptake of prevention of mother-to-child transmission of HIV services in a resource-limited setting. BMC Health Serv Res 2010; 10:29. [PMID: 20109210 PMCID: PMC2835703 DOI: 10.1186/1472-6963-10-29] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2009] [Accepted: 01/28/2010] [Indexed: 11/16/2022] Open
Abstract
Background As in other resource limited settings, the Ministry of Health in Zambia is challenged to make affordable and acceptable PMTCT interventions accessible and available. With a 14.3% HIV prevalence, the MOH estimates over one million people are HIV positive in Zambia. Approximately 500,000 children are born annually in Zambia and 40,000 acquire the infection vertically each year if no intervention is offered. This study sought to review uptake of prevention of mother-to-child (PMTCT) services in a resource-limited setting following the introduction of context-specific interventions. Methods Interventions to improve PMTCT uptake were introduced into 38 sites providing PMTCT services in Zambia in July 2005. Baseline and follow up service data were collected on a monthly basis through September 2008. Data was checked for internal and external consistency using logic built into databases used for data management. Data audits were conducted to determine accuracy and reliability. Trends were analyzed pre- and post- intervention. Results Uptake among pregnant women increased across the 13 quarters (39 months) of observation, particularly in the case of acceptance of counseling and HIV testing from 45% to 90% (p value = 0.00) in the first year and 99% by year 3 (p value = 0.00). Receipt of complete course of antiretroviral (ARV) prophylaxis increased from 29% to 66% (p = 0.00) in the first year and 97% by year 3 (p value = 0.00). There was also significant improvement in the percentage of HIV positive pregnant women referred for clinical care. Conclusions Uptake of PMTCT services in resource-limited settings can be improved by utilizing innovative alternatives to mitigate the effects of human resource shortage such as by providing technical assistance and mentorship beyond regular training courses, integrating PMTCT services into existing maternal and child health structures, addressing information gaps, mobilizing traditional and opinion leaders and building strong relationships with the government. These health system based approaches provide a sustainable improvement in the capacity and uptake of services.
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Affiliation(s)
- Kwasi Torpey
- Family Health International/Zambia Prevention, Care, and Treatment Partnership, Lusaka, Zambia.
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