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Sahu M, Bayer CJ, Roberts DA, van Rooyen H, van Heerden A, Shahmanesh M, Asiimwe S, Sausi K, Sithole N, Ying R, Rao DW, Krows ML, Shapiro AE, Baeten JM, Celum C, Revill P, Barnabas RV. Population health impact, cost-effectiveness, and affordability of community-based HIV treatment and monitoring in South Africa: A health economics modelling study. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0000610. [PMID: 37669249 PMCID: PMC10479912 DOI: 10.1371/journal.pgph.0000610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 06/06/2023] [Indexed: 09/07/2023]
Abstract
Community-based delivery and monitoring of antiretroviral therapy (ART) for HIV has the potential to increase viral suppression for individual- and population-level health benefits. However, the cost-effectiveness and budget impact are needed for public health policy. We used a mathematical model of HIV transmission in KwaZulu-Natal, South Africa, to estimate population prevalence, incidence, mortality, and disability-adjusted life-years (DALYs) from 2020 to 2060 for two scenarios: 1) standard clinic-based HIV care and 2) five-yearly home testing campaigns with community ART for people not reached by clinic-based care. We parameterised model scenarios using observed community-based ART efficacy. Using a health system perspective, we evaluated incremental cost-effectiveness and net health benefits using a threshold of $750/DALY averted. In a sensitivity analysis, we varied the discount rate; time horizon; costs for clinic and community ART, hospitalisation, and testing; and the proportion of the population receiving community ART. Uncertainty ranges (URs) were estimated across 25 best-fitting parameter sets. By 2060, community ART following home testing averted 27.9% (UR: 24.3-31.5) of incident HIV infections, 27.8% (26.8-28.8) of HIV-related deaths, and 18.7% (17.9-19.7) of DALYs compared to standard of care. Adolescent girls and young women aged 15-24 years experienced the greatest reduction in incident HIV (30.7%, 27.1-34.7). In the first five years (2020-2024), community ART required an additional $44.9 million (35.8-50.1) annually, representing 14.3% (11.4-16.0) of the annual HIV budget. The cost per DALY averted was $102 (85-117) for community ART compared with standard of care. Providing six-monthly refills instead of quarterly refills further increased cost-effectiveness to $78.5 per DALY averted (62.9-92.8). Cost-effectiveness was robust to sensitivity analyses. In a high-prevalence setting, scale-up of decentralised ART dispensing and monitoring can provide large population health benefits and is cost-effective in preventing death and disability due to HIV.
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Affiliation(s)
- Maitreyi Sahu
- Department of Health Metrics Sciences, University of Washington, Seattle, WA, United States of America
| | - Cara J. Bayer
- Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - D. Allen Roberts
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
| | | | - Alastair van Heerden
- SAMRC/WITS Developmental Pathways for Health Research Unit, Department of Paediatrics, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa
- Center for Community Based Research, Human Sciences Research Council, KwaZulu-Natal, South Africa
| | | | | | - Kombi Sausi
- Human Sciences Research Council, Western Cape, South Africa
| | - Nsika Sithole
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Roger Ying
- School of Medicine, Yale University, New Haven, CT, United States of America
| | - Darcy W. Rao
- Department of Global Health, University of Washington, Seattle, WA, United States of America
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Meighan L. Krows
- Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - Adrienne E. Shapiro
- Department of Global Health, University of Washington, Seattle, WA, United States of America
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States of America
| | - Jared M. Baeten
- Department of Global Health, University of Washington, Seattle, WA, United States of America
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States of America
- Gilead Sciences, Foster City, CA, United States of America
| | - Connie Celum
- Department of Global Health, University of Washington, Seattle, WA, United States of America
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States of America
| | | | - Ruanne V. Barnabas
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States of America
- Harvard Medical School, Boston, MA, United States of America
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Card KG, Lachowsky NJ, Althoff KN, Schafer K, Hogg RS, Montaner JSG. A systematic review of the geospatial barriers to antiretroviral initiation, adherence and viral suppression among people living with HIV. Sex Health 2020; 16:1-17. [PMID: 30409243 DOI: 10.1071/sh18104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 07/04/2018] [Indexed: 11/23/2022]
Abstract
Background With the emergence of antiretroviral therapy (ART), Treatment as Prevention (TasP) has become the cornerstone of both HIV clinical care and HIV prevention. However, despite the efficacy of treatment-based programs and policies, structural barriers to ART initiation, adherence and viral suppression have the potential to reduce TasP effectiveness. These barriers have been studied using Geographic Information Systems (GIS). While previous reviews have examined the use of GIS for HIV testing - an essential antecedent to clinical care - to date, no reviews have summarised the research with respect to other ART-related outcomes. METHODS Therefore, the present review leveraged the PubMed database to identify studies that leveraged GIS to examine the barriers to ART initiation, adherence and viral suppression, with the overall goal of understanding how GIS has been used (and might continue to be used) to better study TasP outcomes. Joanna Briggs Institute criteria were used for the critical appraisal of included studies. RESULTS In total, 33 relevant studies were identified, excluding those not utilising explicit GIS methodology or not examining TasP-related outcomes. CONCLUSIONS Findings highlight geospatial variation in ART success and inequitable distribution of HIV care in racially segregated, economically disadvantaged, and, by some accounts, increasingly rural areas - particularly in the United States. Furthermore, this review highlights the utility and current limitations of using GIS to monitor health outcomes related to ART and the need for careful planning of resources with respect to the geospatial movement and location of people living with HIV (PLWH).
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Affiliation(s)
- Kiffer G Card
- Faculty of Health Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Nathan J Lachowsky
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Keri N Althoff
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Katherine Schafer
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Robert S Hogg
- Faculty of Health Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Julio S G Montaner
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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Miyano S, Syakantu G, Komada K, Endo H, Sugishita T. Cost-effectiveness analysis of the national decentralization policy of antiretroviral treatment programme in Zambia. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2017; 15:4. [PMID: 28413361 PMCID: PMC5388995 DOI: 10.1186/s12962-017-0065-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 03/24/2017] [Indexed: 11/23/2022] Open
Abstract
Background In resource-limited settings with a high prevalence of human immunodeficiency virus (HIV) infection such as Zambia, decentralization of HIV/acquired immunodeficiency syndrome (HIV/AIDS) treatment and care with effective use of resources is a cornerstone of universal treatment and care. Objectives This research aims to analyse the cost effectiveness of the National Mobile Antiretroviral Therapy (ART) Services Programme in Zambia as a means of decentralizing ART services. Methods Cost-effectiveness analyses were performed using a decision analytic model and Markov model to compare the original ART programme, ‘Hospital-based ART’, with the intervention programme, Hospital-based plus ‘Mobile ART’, from the perspective of the district government health office in Zambia. The total cost of ART services, quality-adjusted life years (QALYs) and incremental cost-effectiveness ratios (ICERs) were examined. Results The mean annual per-patient costs were 1259.16 USD for the original programme and 2601.02 USD for the intervention programme, while the mean number of QALYs was 6.81 for the original and 7.27 for the intervention programme. The ICER of the intervention programme relative to the original programme was 2965.17 USD/QALY, which was much below the willingness-to-pay (WTP), or three times the GDP per capita (4224 USD), but still over the GDP per capita (1408 USD). In the sensitivity analysis, the ICER of the intervention programme did not substantially change. Conclusion The National Mobile ART Services Programme in Zambia could be a cost-effective approach to decentralizing ART services into rural areas in Zambia. This programme could be expanded to more districts where it has not yet been introduced to improve access to ART services and the health of people living with HIV (PLHIV) in rural areas. Electronic supplementary material The online version of this article (doi:10.1186/s12962-017-0065-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shinsuke Miyano
- Bureau of International Health Cooperation, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655 Japan
| | - Gardner Syakantu
- Department of Clinical Care and Diagnostic Services, Ministry of Health Zambia, Lusaka, Zambia
| | - Kenichi Komada
- Bureau of International Health Cooperation, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655 Japan
| | - Hiroyoshi Endo
- Graduate School of Public Health, St. Luke's International University, Tokyo, Japan
| | - Tomohiko Sugishita
- Department of International Affairs and Tropical Medicine, Tokyo Women's University, Tokyo, Japan
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Magadzire BP, Marchal B, Ward K. Novel models to improve access to medicines for chronic diseases in South Africa: an analysis of stakeholder perspectives on community-based distribution models. J Pharm Policy Pract 2016; 9:28. [PMID: 27733918 PMCID: PMC5045655 DOI: 10.1186/s40545-016-0082-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Accepted: 09/21/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The rising demand for chronic disease treatment and the barriers to accessing these medicines have led to the development of novel models for distributing medicines in South Africa's public sector, including distribution away from health centres, known as community-based distribution (CBD). In this article, we provide a typology of CBD models and outline perceived facilitators and barriers to their implementation using an adapted health systems framework with a view to analysing how future policy decisions on CBD could impact existing models and the health system as a whole. METHODS A qualitative exploratory study comprising in-depth interviews and non-participant observations was conducted between 2012 and 2014 in one province. Study participants consisted of frontline healthcare providers (HCPs) in the public sector and a few policy, supply chain and public health experts. Observations of processes occurred at two CBD sites. We conducted deductive analysis guided by the adapted framework. RESULTS Models varied in typology ranging from formal (approved by the Department of Health) to informal (demand-driven) and with or without user-fees. Processes and structures also differed, as did HCPs' perceptions of what is appropriate. HCPs perceived that CBD models were largely acceptable to patients and accommodating of their needs. Affordability of services linked to charging of user-fees was a contested issue, requiring further exploration. CBD models operated in the absence of formal policy to guide implementation, and this, coupled with the involvement of non-health professionals, issues regarding medicines handling and storage; and limited patient counselling raised concerns about the quality of pharmaceutical services being delivered. Policy decisions on each of the health system elements will likely affect other elements and ultimately influence the structure and operational modalities of models. In anticipation of a future CBD policy, stakeholders cited the need for a context specific lens in order to harmonise with current implementation efforts. CONCLUSION A formal policy on CBD is required in an effort to standardise services for quality assurance purposes. Frontline HCPs should be involved in the development of such policy to ensure that existing arrangements already working well are not undermined. Further research will seek to contribute towards evidence-based development of policy and service delivery guidelines for CBD activities in South Africa.
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Affiliation(s)
| | - Bruno Marchal
- School of Public Health, University of the Western Cape, Private Bag X17, Bellville, 7535 South Africa
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - Kim Ward
- School of Pharmacy, University of the Western Cape, Bellville, South Africa
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Abdel‐Aleem H, El‐Gibaly OMH, EL‐Gazzar AFE, Al‐Attar GST. Mobile clinics for women's and children's health. Cochrane Database Syst Rev 2016; 2016:CD009677. [PMID: 27513824 PMCID: PMC9736774 DOI: 10.1002/14651858.cd009677.pub2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND The accessibility of health services is an important factor that affects the health outcomes of populations. A mobile clinic provides a wide range of services but in most countries the main focus is on health services for women and children. It is anticipated that improvement of the accessibility of health services via mobile clinics will improve women's and children's health. OBJECTIVES To evaluate the impact of mobile clinic services on women's and children's health. SEARCH METHODS For related systematic reviews, we searched the Database of Abstracts of Reviews of Effectiveness (DARE), CRD; Health Technology Assessment Database (HTA), CRD; NHS Economic Evaluation Database (NHS EED), CRD (searched 20 February 2014).For primary studies, we searched ISI Web of Science, for studies that have cited the included studies in this review (searched 18 January 2016); WHO ICTRP, and ClinicalTrials.gov (searched 23 May 2016); Cochrane Central Register of Controlled Trials (CENTRAL), part of The Cochrane Library. www.cochranelibrary.com (including the Cochrane Effective Practice and Organisation of Care (EPOC) Group Specialised Register) (searched 7 April 2015); MEDLINE, OvidSP (searched 7 April 2015); Embase, OvidSP (searched 7 April 2015); CINAHL, EbscoHost (searched 7 April 2015); Global Health, OvidSP (searched 8 April 2015); POPLINE, K4Health (searched 8 April 2015); Science Citation Index and Social Sciences Citation Index, ISI Web of Science (searched 8 April 2015); Global Health Library, WHO (searched 8 April 2015); PAHO, VHL (searched 8 April 2015); WHOLIS, WHO (searched 8 April 2015); LILACS, VHL (searched 9 April 2015). SELECTION CRITERIA We included individual- and cluster-randomised controlled trials (RCTs) and non-RCTs. We included controlled before-and-after (CBA) studies provided they had at least two intervention sites and two control sites. Also, we included interrupted time series (ITS) studies if there was a clearly defined point in time when the intervention occurred and at least three data points before and three after the intervention. We defined the intervention of a mobile clinic as a clinic vehicle with a healthcare provider (with or without a nurse) and a driver that visited areas on a regular basis. The participants were women (18 years or older) and children (under the age of 18 years) in low-, middle-, and high-income countries. DATA COLLECTION AND ANALYSIS Two review authors independently screened the titles and abstracts of studies identified by the search strategy, extracted data from the included studies using a specially-designed data extraction form based on the Cochrane EPOC Group data collection checklist, and assessed full-text articles for eligibility. All authors performed analyses, 'Risk of bias' assessments, and assessed the quality of the evidence using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. MAIN RESULTS Two cluster-RCTs met the inclusion criteria of this review. Both studies were conducted in the USA.One study tested whether offering onsite mobile mammography combined with health education was more effective at increasing breast cancer screening rates than offering health education only, including reminders to attend a static clinic for mammography. Women in the group offered mobile mammography and health education may be more likely to undergo mammography within three months of the intervention than those in the comparison group (55% versus 40%; odds ratio (OR) 1.83, 95% CI 1.22 to 2.74; low certainty evidence).A cost-effectiveness analysis of mammography at mobile versus static units found that the total cost per patient screened may be higher for mobile units than for static units. The incremental costs per patient screened for a mobile over a stationary unit were USD 61 and USD 45 for a mobile full digital unit and a mobile film unit respectively.The second study compared asthma outcomes for children aged two to six years who received asthma care from a mobile asthma clinic and children who received standard asthma care from the usual (static) primary provider. Children who receive asthma care from a mobile asthma clinic may experience little or no difference in symptom-free days, urgent care use and caregiver-reported medication use compared to children who receive care from their usual primary care provider. All of the evidence was of low certainty. AUTHORS' CONCLUSIONS The paucity of evidence and the restricted range of contexts from which evidence is available make it difficult to draw conclusions on the impacts of mobile clinics on women's and children's health compared to static clinics. Further rigorous studies are needed in low-, middle-, and high-income countries to evaluate the impacts of mobile clinics on women's and children's health.
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Affiliation(s)
- Hany Abdel‐Aleem
- Assiut University HospitalDepartment of Obstetrics and Gynecology, Faculty of MedicineAssiutAssiutEgypt71511
| | - Omaima MH El‐Gibaly
- Assiut University HospitalPublic Health & Community Medicine, Faculty of MedicineAssiutEgypt71511
| | - Amira FE‐S EL‐Gazzar
- Assiut University HospitalPublic Health & Community Medicine, Faculty of MedicineAssiutEgypt71511
| | - Ghada ST Al‐Attar
- Assiut University HospitalPublic Health & Community Medicine, Faculty of MedicineAssiutEgypt71511
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