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Wollum A, Dansereau E, Fullman N, Achan J, Bannon KA, Burstein R, Conner RO, DeCenso B, Gasasira A, Haakenstad A, Hanlon M, Ikilezi G, Kisia C, Levine AJ, Masters SH, Njuguna P, Okiro EA, Odeny TA, Allen Roberts D, Gakidou E, Duber HC. The effect of facility-based antiretroviral therapy programs on outpatient services in Kenya and Uganda. BMC Health Serv Res 2017; 17:564. [PMID: 28814295 PMCID: PMC5559797 DOI: 10.1186/s12913-017-2512-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 08/04/2017] [Indexed: 12/21/2022] Open
Abstract
Background Considerable debate exists concerning the effects of antiretroviral therapy (ART) service scale-up on non-HIV services and overall health system performance in sub-Saharan Africa. In this study, we examined whether ART services affected trends in non-ART outpatient department (OPD) visits in Kenya and Uganda. Methods Using a nationally representative sample of health facilities in Kenya and Uganda, we estimated the effect of ART programs on OPD visits from 2007 to 2012. We modeled the annual percent change in non-ART OPD visits using hierarchical mixed-effects linear regressions, controlling for a range of facility characteristics. We used four different constructs of ART services to capture the different ways in which the presence, growth, overall, and relative size of ART programs may affect non-ART OPD services. Results Our final sample included 321 health facilities (140 in Kenya and 181 in Uganda). On average, OPD and ART visits increased steadily in Kenya and Uganda between 2007 and 2012. For facilities where ART services were not offered, the average annual increase in OPD visits was 4·2% in Kenya and 13·5% in Uganda. Among facilities that provided ART services, we found average annual OPD volume increases of 7·2% in Kenya and 5·6% in Uganda, with simultaneous annual increases of 13·7% and 12·5% in ART volumes. We did not find a statistically significant relationship between annual changes in OPD services and the presence, growth, overall, or relative size of ART services. However, in a subgroup analysis, we found that Ugandan hospitals that offered ART services had statistically significantly less growth in OPD visits than Ugandan hospitals that did not provide ART services. Conclusions Our findings suggest that ART services in Kenya and Uganda did not have a statistically significant deleterious effects on OPD services between 2007 and 2012, although subgroup analyses indicate variation by facility type. Our findings are encouraging, particularly given recent recommendations for universal access to ART, demonstrating that expanding ART services is not inherently linked to declines in other health services in sub-Saharan Africa.
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Affiliation(s)
- Alexandra Wollum
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Emily Dansereau
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Nancy Fullman
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Jane Achan
- Medical Research Council Unit, Banjul, The, Gambia
| | - Kelsey A Bannon
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Roy Burstein
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Ruben O Conner
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Brendan DeCenso
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | | | | | - Michael Hanlon
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Gloria Ikilezi
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA.,Infectious Diseases Research Collaboration, Mulago Hospital Complex, Kampala, Uganda
| | | | - Aubrey J Levine
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Samuel H Masters
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Thomas A Odeny
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - D Allen Roberts
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Emmanuela Gakidou
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA
| | - Herbert C Duber
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave., Suite 600, Seattle, WA, 98121, USA.
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Zeng W, Shepard DS, Avila-Figueroa C, Ahn H. Resource needs and gap analysis in achieving universal access to HIV/AIDS services: a data envelopment analysis of 45 countries. Health Policy Plan 2015; 31:624-33. [PMID: 26552409 DOI: 10.1093/heapol/czv109] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2015] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND -To manage the human immunodeficiency virus and acquired immune deficiency syndrome (HIV/AIDS) epidemic, international donors have pledged unprecedented commitments for needed services. The Joint United Nations Programme on HIV/AIDS (UNAIDS) projected that low- and middle-income countries needed $25 billion to meet the 2010 HIV/AIDS goal of universal access to AIDS prevention and care, using the resource needs model (RNM). METHODS -Drawing from the results from its sister study, which used a data envelopment analysis (DEA) and a Tobit model to evaluate and adjust the technical efficiency of 61 countries in delivering HIV/AIDS services from 2002 to 2007, this study extended the DEA and developed an approach to estimate resource needs and decompose the performance gap into efficiency gap and resource gap. In the DEA, we considered national HIV/AIDS spending as the input and volume of voluntary counseling and testing (VCT), prevention of mother to child transmission (PMTCT) and antiretroviral treatment (ART) as the outputs. An input-oriented DEA model was constructed to project resource needs in achieving 2010 HIV/AIDS goal for 45 countries using the data in 2006, assuming that all study countries maximized efficiency. FINDINGS -The DEA approach demonstrated the potential to include efficiency of national HIV/AIDS programmes in resource needs estimation, using macro-level data. Under maximal efficiency, the annual projected resource needs for the 45 countries was $6.3 billion, ∼47% of their UNAIDS estimate of $13.5 billion. Given study countries' spending of $3.9 billion, improving efficiency could narrow the gap from $9.6 to $2.4 billion. The results suggest that along with continued financial commitment to HIV/AIDS, improving the efficiency of HIV/AIDS programmes would accelerate the pace to reach 2010 HIV/AIDS goals. The DEA approach provides a supplement to the AIDS RNM to inform policy making.
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Affiliation(s)
- Wu Zeng
- Schneider Institutes for Health Policy, Heller School, MS 035, Brandeis University, Waltham, MA 02454, USA,
| | - Donald S Shepard
- Schneider Institutes for Health Policy, Heller School, MS 035, Brandeis University, Waltham, MA 02454, USA
| | | | - Haksoon Ahn
- School of Social Work, University of Maryland, Baltimore, MD 21201, USA
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Binagwaho A, Farmer PE, Nsanzimana S, Karema C, Gasana M, de Dieu Ngirabega J, Ngabo F, Wagner CM, Nutt CT, Nyatanyi T, Gatera M, Kayiteshonga Y, Mugeni C, Mugwaneza P, Shema J, Uwaliraye P, Gaju E, Muhimpundu MA, Dushime T, Senyana F, Mazarati JB, Gaju CM, Tuyisenge L, Mutabazi V, Kyamanywa P, Rusanganwa V, Nyemazi JP, Umutoni A, Kankindi I, Ntizimira C, Ruton H, Mugume N, Nkunda D, Ndenga E, Mubiligi JM, Kakoma JB, Karita E, Sekabaraga C, Rusingiza E, Rich ML, Mukherjee JS, Rhatigan J, Cancedda C, Bertrand-Farmer D, Bukhman G, Stulac SN, Tapela NM, van der Hoof Holstein C, Shulman LN, Habinshuti A, Bonds MH, Wilkes MS, Lu C, Smith-Fawzi MC, Swain JD, Murphy MP, Ricks A, Kerry VB, Bush BP, Siegler RW, Stern CS, Sliney A, Nuthulaganti T, Karangwa I, Pegurri E, Dahl O, Drobac PC. Rwanda 20 years on: investing in life. Lancet 2014; 384:371-5. [PMID: 24703831 PMCID: PMC4151975 DOI: 10.1016/s0140-6736(14)60574-2] [Citation(s) in RCA: 130] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Two decades ago, the genocide against the Tutsis in Rwanda led to the deaths of 1 million people, and the displacement of millions more. Injury and trauma were followed by the effects of a devastated health system and economy. In the years that followed, a new course set by a new government set into motion equity-oriented national policies focusing on social cohesion and people-centred development. Premature mortality rates have fallen precipitously in recent years, and life expectancy has doubled since the mid-1990s. Here we reflect on the lessons learned in rebuilding Rwanda's health sector during the past two decades, as the country now prepares itself to take on new challenges in health-care delivery.
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Affiliation(s)
| | | | | | | | | | | | - Fidele Ngabo
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | | | - Cameron T Nutt
- Dartmouth Center for Health Care Delivery Science, Hanover, NH, USA
| | | | | | | | - Cathy Mugeni
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | | | - Joseph Shema
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | | | - Erick Gaju
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | | | | | | | | | | | | | | | | | | | | | - Agathe Umutoni
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | - Ida Kankindi
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | | | - Hinda Ruton
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | - Nathan Mugume
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | - Denis Nkunda
- Ministry of Health, Government of Rwanda, Kigali, Rwanda
| | | | | | | | | | - Claude Sekabaraga
- Quality and Equity HealthCare-Social Health Enterprise, Kigali, Rwanda
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Anne Sliney
- Clinton Health Access Initiative, Boston, MA, USA
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Zeng W, Rwiyereka AK, Amico PR, Ávila-Figueroa C, Shepard DS. Efficiency of HIV/AIDS health centers and effect of community-based health insurance and performance-based financing on HIV/AIDS service delivery in Rwanda. Am J Trop Med Hyg 2014; 90:740-746. [PMID: 24515939 PMCID: PMC3973523 DOI: 10.4269/ajtmh.12-0697] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
This study evaluates the efficiency of rural health centers in Rwanda in delivering the three key human immunodeficiency virus/acquired immunodeficiency syndrome services: antiretroviral treatment, prevention of mother-to-child transmission, and voluntary counseling and testing using data envelopment analysis, and assesses the impact of community-based health insurance (CBHI) and performance-based financing on improving the delivery of the three services. Results show that health centers average efficiency of 78%, and despite the observed variation, the performance increased by 15.6% from 2006 through 2007. When the services are examined separately, each 1% growth of CBHI use was associated with 3.7% more prevention of mother-to-child transmission and 2.5% more voluntary counseling and testing services. Although more health centers would have been needed to evaluate performance-based financing, we found that high use of CBHI in Rwanda was an important contributor to improving human immunodeficiency virus/acquired immunodeficiency syndrome services in rural health centers in Rwanda.
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Affiliation(s)
- Wu Zeng
- *Address correspondence to Wu Zeng, Schneider Institutes for Health Policy, Heller School MS035, Brandeis University, Waltham, MA 02454-9110. E-mail:
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Binagwaho A, Kyamanywa P, Farmer PE, Nuthulaganti T, Umubyeyi B, Nyemazi JP, Mugeni SD, Asiimwe A, Ndagijimana U, Lamphere McPherson H, Ngirabega JDD, Sliney A, Uwayezu A, Rusanganwa V, Wagner CM, Nutt CT, Eldon-Edington M, Cancedda C, Magaziner IC, Goosby E. The human resources for health program in Rwanda--new partnership. N Engl J Med 2013; 369:2054-9. [PMID: 24256385 DOI: 10.1056/nejmsr1302176] [Citation(s) in RCA: 186] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Agnes Binagwaho
- From the Ministry of Health of Rwanda (A.B., A.A., U.N., J.D.N., V.R.), Kigali Health Institute (B.U.), Rwanda Biomedical Center (J.P.N.), and National Council of Nurses and Midwives (A.U.), Kigali, and the National University of Rwanda, Butare (P.K.) - all in Rwanda; Harvard Medical School (A.B., P.E.F., C.C.), Brigham and Women's Hospital (P.E.F., C.C.), Partners in Health (P.E.F., C.C.), Clinton Health Access Initiative (T.N., S.D.M., H.L.M., A.S., I.C.M.), and Global Health Delivery Partnership (C.M.W.), Boston; the Geisel School of Medicine at Dartmouth (A.B.) and Dartmouth Center for Health Care Delivery Science (J.P.N., C.T.N.), Hanover, NH; the Global Fund to Fight AIDS, Tuberculosis, and Malaria, Geneva (M.E.-E.); and the Offices of the Global AIDS Coordinator and Global Health Diplomacy, U.S. Department of State, Washington, DC (E.G.)
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Grépin KA. HIV donor funding has both boosted and curbed the delivery of different non-HIV health services in sub-Saharan Africa. Health Aff (Millwood) 2012; 31:1406-14. [PMID: 22778329 DOI: 10.1377/hlthaff.2012.0279] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Donor funding for HIV programs has increased rapidly over the past decade, raising questions about whether other health services in recipient-country health systems are being crowded out or strengthened. This article--an investigation of the impacts of increased HIV donor funding on non-HIV health services in sub-Saharan Africa during 2003-10--provides evidence of both effects. HIV aid in some countries has crowded out the delivery of childhood immunizations, especially in countries with the lowest density of health care providers. At the same time, HIV aid may have positively affected some maternal health services, such as prenatal blood testing. These mixed results suggest that donors should be more attentive to domestic resource constraints, such as limited numbers of health workers; should integrate more fully with existing health systems; and should address these constraints up front to limit possible negative effects on the delivery of other health services.
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Current World Literature. Curr Opin Allergy Clin Immunol 2012; 12:670-5. [DOI: 10.1097/aci.0b013e32835af232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Zeng W, Cros M, Wright KD, Shepard DS. Impact of performance-based financing on primary health care services in Haiti. Health Policy Plan 2012; 28:596-605. [DOI: 10.1093/heapol/czs099] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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