Skip to main content
Top
Published in: Cost Effectiveness and Resource Allocation 1/2013

Open Access 01-12-2013 | Methodology

Balancing efficiency, equity and feasibility of HIV treatment in South Africa – development of programmatic guidance

Authors: Rob Baltussen, Evelinn Mikkelsen, Noor Tromp, AnneKarin Hurtig, Jens Byskov, Øystein Olsen, Kristine Bærøe, Jan A Hontelez, Jerome Singh, Ole F Norheim

Published in: Cost Effectiveness and Resource Allocation | Issue 1/2013

Login to get access

Abstract

South Africa, the country with the largest HIV epidemic worldwide, has been scaling up treatment since 2003 and is rapidly expanding its eligibility criteria. The HIV treatment programme has achieved significant results, and had 1.8 million people on treatment per 2011. Despite these achievements, it is now facing major concerns regarding (i) efficiency: alternative treatment policies may save more lives for the same budget; (ii) equity: there are large inequalities in who receives treatment; (iii) feasibility: still only 52% of the eligible population receives treatment.
Hence, decisions on the design of the present HIV treatment programme in South Africa can be considered suboptimal. We argue there are two fundamental reasons to this. First, while there is a rapidly growing evidence-base to guide priority setting decisions on HIV treatment, its included studies typically consider only one criterion at a time and thus fail to capture the broad range of values that stakeholders have. Second, priority setting on HIV treatment is a highly political process but it seems no adequate participatory processes are in place to incorporate stakeholders’ views and evidences of all sorts.
We propose an alternative approach that provides a better evidence base and outlines a fair policy process to improve priority setting in HIV treatment. The approach integrates two increasingly important frameworks on health care priority setting: accountability for reasonableness (A4R) to foster procedural fairness, and multi-criteria decision analysis (MCDA) to construct an evidence-base on the feasibility, efficiency, and equity of programme options including trade-offs. The approach provides programmatic guidance on the choice of treatment strategies at various decisions levels based on a sound conceptual framework, and holds large potential to improve HIV priority setting in South Africa.
Appendix
Available only for authorised users
Literature
1.
go back to reference UNAIDS (Joint United Nations Programme on HIV/AIDS: UNAIDS report on the global aids epidemic. Geneva: UNAIDS; 2012. UNAIDS (Joint United Nations Programme on HIV/AIDS: UNAIDS report on the global aids epidemic. Geneva: UNAIDS; 2012.
2.
go back to reference SANAC (South African National AIDS Council): National strategic plan for HIV & AIDS and STI. 2007–2011. South Africa: SANAC; 2007. SANAC (South African National AIDS Council): National strategic plan for HIV & AIDS and STI. 2007–2011. South Africa: SANAC; 2007.
4.
go back to reference SANAC (South African National AIDS Council): National Strategic Plan for HIV and AIDS, STIs and TB, 2012–2016. South Africa: SANAC; 2011. SANAC (South African National AIDS Council): National Strategic Plan for HIV and AIDS, STIs and TB, 2012–2016. South Africa: SANAC; 2011.
5.
go back to reference SANAC (South African National AIDS Council): Statement by the presidency on the SANAC meeting. South Africa: SANAC; 2011. SANAC (South African National AIDS Council): Statement by the presidency on the SANAC meeting. South Africa: SANAC; 2011.
6.
go back to reference Matsoso M: RE: Accelerating access to ART services and uptake. Development DoHaS: Cape Town Director General Health Republic of South Africa; 2012. Matsoso M: RE: Accelerating access to ART services and uptake. Development DoHaS: Cape Town Director General Health Republic of South Africa; 2012.
8.
go back to reference Johnson LF: Access to antiretroviral treatment in South Africa, 2004–2011. South African J HIV Med 2012, 13(1):22–27. Johnson LF: Access to antiretroviral treatment in South Africa, 2004–2011. South African J HIV Med 2012, 13(1):22–27.
9.
go back to reference Hontelez JCLM, Bärnighausen T, Bakker R, Baltussen R, Tanser F, Hallett TB, Newell ML, De Vlas SJ: Expanded access to antiretroviral therapy leads to elimination of HIV in South Africa, even without universal test and treat. PLoS Med 2013. forthcoming Hontelez JCLM, Bärnighausen T, Bakker R, Baltussen R, Tanser F, Hallett TB, Newell ML, De Vlas SJ: Expanded access to antiretroviral therapy leads to elimination of HIV in South Africa, even without universal test and treat. PLoS Med 2013. forthcoming
10.
go back to reference Delva W, Eaton JW, Meng F, et al.: HIV treatment as prevention: optimizing the impact of expanded treatment programmes. PLoS Med 2012, 9(7):e1001258. doi: 10.1371 10.1371/journal.pmed.1001258PubMedCentralCrossRefPubMed Delva W, Eaton JW, Meng F, et al.: HIV treatment as prevention: optimizing the impact of expanded treatment programmes. PLoS Med 2012, 9(7):e1001258. doi: 10.1371 10.1371/journal.pmed.1001258PubMedCentralCrossRefPubMed
11.
go back to reference Hallett TB, Baeten JM, Heffron R, et al.: Optimal uses of antiretrovirals for prevention in HIV-1 serodiscordant heterosexual couples in South Africa: a modelling study. PLoS Med 2011, 8(11):e1001123. 10.1371/journal.pmed.1001123PubMedCentralCrossRefPubMed Hallett TB, Baeten JM, Heffron R, et al.: Optimal uses of antiretrovirals for prevention in HIV-1 serodiscordant heterosexual couples in South Africa: a modelling study. PLoS Med 2011, 8(11):e1001123. 10.1371/journal.pmed.1001123PubMedCentralCrossRefPubMed
12.
go back to reference Michels C, Tromp N, Hontelez J, Baltussen R: Equity in access to antiretroviral therapy for HIV infected people in South Africa. 2013. NICHE working paper 2013.3 Michels C, Tromp N, Hontelez J, Baltussen R: Equity in access to antiretroviral therapy for HIV infected people in South Africa. 2013. NICHE working paper 2013.3
13.
go back to reference Barnighausen T, Bloom DE, Humair S: Human resources for treating HIV/AIDS: needs, capacities, and gaps. AIDS Patient Care STDS 2007, 21(11):799–812. 10.1089/apc.2007.0193CrossRefPubMed Barnighausen T, Bloom DE, Humair S: Human resources for treating HIV/AIDS: needs, capacities, and gaps. AIDS Patient Care STDS 2007, 21(11):799–812. 10.1089/apc.2007.0193CrossRefPubMed
14.
go back to reference Hontelez JA, Newell ML, Bland RM, et al.: Human resources needs for universal access to antiretroviral therapy in South Africa: a time and motion study. Hum Resour Health 2012, 10(1):39. 10.1186/1478-4491-10-39PubMedCentralCrossRefPubMed Hontelez JA, Newell ML, Bland RM, et al.: Human resources needs for universal access to antiretroviral therapy in South Africa: a time and motion study. Hum Resour Health 2012, 10(1):39. 10.1186/1478-4491-10-39PubMedCentralCrossRefPubMed
15.
go back to reference Kimmel AD, Daniels N, Betancourt TS, Wood R, Prosser LA: Decision maker priorities for providing antiretroviral therapy in HIV-infected South Africans: a qualitative assessment. AIDS Care 2012, 24(6):778–792. 10.1080/09540121.2011.630366PubMedCentralCrossRefPubMed Kimmel AD, Daniels N, Betancourt TS, Wood R, Prosser LA: Decision maker priorities for providing antiretroviral therapy in HIV-infected South Africans: a qualitative assessment. AIDS Care 2012, 24(6):778–792. 10.1080/09540121.2011.630366PubMedCentralCrossRefPubMed
16.
go back to reference WHO World Health Organisation: WHO Consultation on the Strategic Use of Antiretrovirals (SUFA). 2nd Expert Panel towards Programmatic Guidance. 2012. WHO World Health Organisation: WHO Consultation on the Strategic Use of Antiretrovirals (SUFA). 2nd Expert Panel towards Programmatic Guidance. 2012.
18.
go back to reference Bendavid E, Brandeau ML, Wood R, Owens DK: Comparative effectiveness of HIV testing and treatment in highly endemic regions. Arch Intern Med 2010, 170(15):1347–1354. 10.1001/archinternmed.2010.249PubMedCentralCrossRefPubMed Bendavid E, Brandeau ML, Wood R, Owens DK: Comparative effectiveness of HIV testing and treatment in highly endemic regions. Arch Intern Med 2010, 170(15):1347–1354. 10.1001/archinternmed.2010.249PubMedCentralCrossRefPubMed
19.
go back to reference Baggaley RF, Garnett GP, Ferguson NM: Modelling the impact of antiretroviral use in resource-poor settings. PLoS Med 2006, 3(4):e124. 10.1371/journal.pmed.0030124PubMedCentralCrossRefPubMed Baggaley RF, Garnett GP, Ferguson NM: Modelling the impact of antiretroviral use in resource-poor settings. PLoS Med 2006, 3(4):e124. 10.1371/journal.pmed.0030124PubMedCentralCrossRefPubMed
20.
go back to reference Dodd PJ, Garnett GP, Hallett TB: Examining the promise of HIV elimination by 'test and treat’ in hyperendemic settings. AIDS 2010, 24(5):729–735. 10.1097/QAD.0b013e32833433fePubMedCentralCrossRefPubMed Dodd PJ, Garnett GP, Hallett TB: Examining the promise of HIV elimination by 'test and treat’ in hyperendemic settings. AIDS 2010, 24(5):729–735. 10.1097/QAD.0b013e32833433fePubMedCentralCrossRefPubMed
21.
go back to reference Kretzschmar ME, van der Loeff MF, Coutinho RA: Elimination of HIV by test and treat: a phantom of wishful thinking? AIDS 2012, 26(2):247–248. 10.1097/QAD.0b013e32834e1592CrossRefPubMed Kretzschmar ME, van der Loeff MF, Coutinho RA: Elimination of HIV by test and treat: a phantom of wishful thinking? AIDS 2012, 26(2):247–248. 10.1097/QAD.0b013e32834e1592CrossRefPubMed
22.
go back to reference Powers KA, Ghani AC, Miller WC, et al.: The role of acute and early HIV infection in the spread of HIV and implications for transmission prevention strategies in Lilongwe, Malawi: a modelling study. Lancet 2011, 378(9787):256–268. 10.1016/S0140-6736(11)60842-8PubMedCentralCrossRefPubMed Powers KA, Ghani AC, Miller WC, et al.: The role of acute and early HIV infection in the spread of HIV and implications for transmission prevention strategies in Lilongwe, Malawi: a modelling study. Lancet 2011, 378(9787):256–268. 10.1016/S0140-6736(11)60842-8PubMedCentralCrossRefPubMed
23.
go back to reference Wagner BG, Kahn JS, Blower S: Should we try to eliminate HIV epidemics by using a 'Test and Treat’ strategy? AIDS 2010, 24(5):775–776. 10.1097/QAD.0b013e3283366782PubMedCentralCrossRefPubMed Wagner BG, Kahn JS, Blower S: Should we try to eliminate HIV epidemics by using a 'Test and Treat’ strategy? AIDS 2010, 24(5):775–776. 10.1097/QAD.0b013e3283366782PubMedCentralCrossRefPubMed
24.
go back to reference Walensky RP, Paltiel AD, Losina E, et al.: Test and treat DC: forecasting the impact of a comprehensive HIV strategy in Washington DC. Clin Infect Dis 2010, 51(4):392–400. 10.1086/655130PubMedCentralCrossRefPubMed Walensky RP, Paltiel AD, Losina E, et al.: Test and treat DC: forecasting the impact of a comprehensive HIV strategy in Washington DC. Clin Infect Dis 2010, 51(4):392–400. 10.1086/655130PubMedCentralCrossRefPubMed
25.
go back to reference Granich R, Kahn JG, Bennett R, et al.: Expanding ART for treatment and prevention of HIV in South Africa: estimated cost and cost-effectiveness 2011–2050. PLoS One 2012, 7(2):e30216. 10.1371/journal.pone.0030216PubMedCentralCrossRefPubMed Granich R, Kahn JG, Bennett R, et al.: Expanding ART for treatment and prevention of HIV in South Africa: estimated cost and cost-effectiveness 2011–2050. PLoS One 2012, 7(2):e30216. 10.1371/journal.pone.0030216PubMedCentralCrossRefPubMed
26.
go back to reference Granich RM, Gilks CF, Dye C, De Cock KM, Williams BG: Universal voluntary HIV testing with immediate antiretroviral therapy as a strategy for elimination of HIV transmission: a mathematical model. Lancet 2009, 373(9657):48–57. 10.1016/S0140-6736(08)61697-9CrossRefPubMed Granich RM, Gilks CF, Dye C, De Cock KM, Williams BG: Universal voluntary HIV testing with immediate antiretroviral therapy as a strategy for elimination of HIV transmission: a mathematical model. Lancet 2009, 373(9657):48–57. 10.1016/S0140-6736(08)61697-9CrossRefPubMed
27.
go back to reference Hontelez JA, de Vlas SJ, Tanser F, et al.: The impact of the new WHO antiretroviral treatment guidelines on HIV epidemic dynamics and cost in South Africa. PLoS One 2011, 6(7):e21919. 10.1371/journal.pone.0021919PubMedCentralCrossRefPubMed Hontelez JA, de Vlas SJ, Tanser F, et al.: The impact of the new WHO antiretroviral treatment guidelines on HIV epidemic dynamics and cost in South Africa. PLoS One 2011, 6(7):e21919. 10.1371/journal.pone.0021919PubMedCentralCrossRefPubMed
28.
go back to reference Rosen S, Long L, Sanne I, Stevens WS, Fox MP: The net cost of incorporating resistance testing into HIV/AIDS treatment in South Africa: a Markov model with primary data. J Int AIDS Soc 2011, 14: 24. 10.1186/1758-2652-14-24PubMedCentralCrossRefPubMed Rosen S, Long L, Sanne I, Stevens WS, Fox MP: The net cost of incorporating resistance testing into HIV/AIDS treatment in South Africa: a Markov model with primary data. J Int AIDS Soc 2011, 14: 24. 10.1186/1758-2652-14-24PubMedCentralCrossRefPubMed
29.
go back to reference Walensky RP, Wood R, Ciaranello AL, et al.: Scaling up the 2010 world health organization HIV treatment guidelines in resource-limited settings: a model-based analysis. PLoS Med 2010, 7(12):e1000382. 10.1371/journal.pmed.1000382PubMedCentralCrossRefPubMed Walensky RP, Wood R, Ciaranello AL, et al.: Scaling up the 2010 world health organization HIV treatment guidelines in resource-limited settings: a model-based analysis. PLoS Med 2010, 7(12):e1000382. 10.1371/journal.pmed.1000382PubMedCentralCrossRefPubMed
30.
go back to reference Walensky RP, Wood R, Fofana MO, et al.: The clinical impact and cost-effectiveness of routine, voluntary HIV screening in South Africa. J Acquir Immune Defic Syndr 2011, 56(1):26–35. 10.1097/QAI.0b013e3181fb8f24PubMedCentralCrossRefPubMed Walensky RP, Wood R, Fofana MO, et al.: The clinical impact and cost-effectiveness of routine, voluntary HIV screening in South Africa. J Acquir Immune Defic Syndr 2011, 56(1):26–35. 10.1097/QAI.0b013e3181fb8f24PubMedCentralCrossRefPubMed
31.
go back to reference Eaton JW, Johnson LF, Salomon JA, et al.: HIV treatment as prevention: systematic comparison of mathematical models of the potential impact of antiretroviral therapy on hiv incidence in South Africa. PLoS Med 2012, 9(7):e1001245. 10.1371/journal.pmed.1001245PubMedCentralCrossRefPubMed Eaton JW, Johnson LF, Salomon JA, et al.: HIV treatment as prevention: systematic comparison of mathematical models of the potential impact of antiretroviral therapy on hiv incidence in South Africa. PLoS Med 2012, 9(7):e1001245. 10.1371/journal.pmed.1001245PubMedCentralCrossRefPubMed
32.
go back to reference Whitehead M: The concepts and principles of equity and health. Int J Health Serv 1992, 22(3):429–445. 10.2190/986L-LHQ6-2VTE-YRRNCrossRefPubMed Whitehead M: The concepts and principles of equity and health. Int J Health Serv 1992, 22(3):429–445. 10.2190/986L-LHQ6-2VTE-YRRNCrossRefPubMed
33.
go back to reference Cleary SM, Mooney GH, McIntyre DE: Claims on health care: a decision-making framework for equity, with application to treatment for HIV/AIDS in South Africa. Health Policy Plan 2011, 26(6):464–470. 10.1093/heapol/czq081PubMedCentralCrossRefPubMed Cleary SM, Mooney GH, McIntyre DE: Claims on health care: a decision-making framework for equity, with application to treatment for HIV/AIDS in South Africa. Health Policy Plan 2011, 26(6):464–470. 10.1093/heapol/czq081PubMedCentralCrossRefPubMed
34.
go back to reference Brock DW, Wikler D: Ethical challenges in long-term funding for HIV/AIDS. Health Aff (Millwood) 2009, 28(6):1666–1676. 10.1377/hlthaff.28.6.1666CrossRef Brock DW, Wikler D: Ethical challenges in long-term funding for HIV/AIDS. Health Aff (Millwood) 2009, 28(6):1666–1676. 10.1377/hlthaff.28.6.1666CrossRef
35.
go back to reference Macklin R, Cowan E: Given financial constraints, it would be unethical to divert antiretroviral drugs from treatment to prevention. Health Aff (Millwood) 2012, 31(7):1537–1544. 10.1377/hlthaff.2012.0071CrossRef Macklin R, Cowan E: Given financial constraints, it would be unethical to divert antiretroviral drugs from treatment to prevention. Health Aff (Millwood) 2012, 31(7):1537–1544. 10.1377/hlthaff.2012.0071CrossRef
36.
go back to reference Singh J: Antiretroviral resource allocation for HIV prevention. AIDS 2013, 27(6):863–865. 10.1097/QAD.0b013e32835f2b30CrossRefPubMed Singh J: Antiretroviral resource allocation for HIV prevention. AIDS 2013, 27(6):863–865. 10.1097/QAD.0b013e32835f2b30CrossRefPubMed
37.
go back to reference Baltussen R, Niessen L: Priority setting of health interventions: the need for multi-criteria decision analysis. Cost Effectiveness and Resource Allocation 2006, 4: 14. 10.1186/1478-7547-4-14PubMedCentralCrossRefPubMed Baltussen R, Niessen L: Priority setting of health interventions: the need for multi-criteria decision analysis. Cost Effectiveness and Resource Allocation 2006, 4: 14. 10.1186/1478-7547-4-14PubMedCentralCrossRefPubMed
39.
go back to reference Daniels N, Sabin J: Limits to health care: fair procedures, democratic deliberation, and the legitimacy problem for insurers. Philosophy & public affairs 1997, 26(4):303–350. 10.1111/j.1088-4963.1997.tb00082.xCrossRef Daniels N, Sabin J: Limits to health care: fair procedures, democratic deliberation, and the legitimacy problem for insurers. Philosophy & public affairs 1997, 26(4):303–350. 10.1111/j.1088-4963.1997.tb00082.xCrossRef
40.
go back to reference Tyler TR: Psychological perspectives on legitimacy and legitimation. Annu Rev Psychol 2006, 57: 375–400. 10.1146/annurev.psych.57.102904.190038CrossRefPubMed Tyler TR: Psychological perspectives on legitimacy and legitimation. Annu Rev Psychol 2006, 57: 375–400. 10.1146/annurev.psych.57.102904.190038CrossRefPubMed
41.
go back to reference Cleary S, Mooney G, McIntyre D: Equity and efficiency in HIV-treatment in South Africa: the contribution of mathematical programming to priority setting. Health Econ 2010, 19(10):1166–1180. 10.1002/hec.1542CrossRefPubMed Cleary S, Mooney G, McIntyre D: Equity and efficiency in HIV-treatment in South Africa: the contribution of mathematical programming to priority setting. Health Econ 2010, 19(10):1166–1180. 10.1002/hec.1542CrossRefPubMed
42.
go back to reference Singh J: How to strategically roll out antiretroviral-based interventions for HIV treatment and prevention ethically and judiciously. Presentation at WHO Consultation on the Strategic Use of Antiretrovirals. Geneva Switzerland: 2nd Expert Panel towards Programmatic Guidance; 2012. Singh J: How to strategically roll out antiretroviral-based interventions for HIV treatment and prevention ethically and judiciously. Presentation at WHO Consultation on the Strategic Use of Antiretrovirals. Geneva Switzerland: 2nd Expert Panel towards Programmatic Guidance; 2012.
43.
go back to reference Daniels N, Sabin J: Setting limits fairly: Can we learn to share medical resources?. Oxford: Oxford University Press; 2002.CrossRef Daniels N, Sabin J: Setting limits fairly: Can we learn to share medical resources?. Oxford: Oxford University Press; 2002.CrossRef
44.
go back to reference Klein R, William A: Setting priorities: what is holding us back – inadequate information or inadequate institutions? In The Global Challenge of Health Care Rationing. Edited by: Coulter A, Ham C. Buckingham: Open University Press; 2000:15–26. Klein R, William A: Setting priorities: what is holding us back – inadequate information or inadequate institutions? In The Global Challenge of Health Care Rationing. Edited by: Coulter A, Ham C. Buckingham: Open University Press; 2000:15–26.
45.
go back to reference Baeten SA, Baltussen RM, Uyl-de Groot CA, Bridges J, Niessen LW: Incorporating equity-efficiency interactions in cost-effectiveness analysis-three approaches applied to breast cancer control. Value Health 2010, 13(5):573–579. 10.1111/j.1524-4733.2010.00718.xCrossRefPubMed Baeten SA, Baltussen RM, Uyl-de Groot CA, Bridges J, Niessen LW: Incorporating equity-efficiency interactions in cost-effectiveness analysis-three approaches applied to breast cancer control. Value Health 2010, 13(5):573–579. 10.1111/j.1524-4733.2010.00718.xCrossRefPubMed
46.
go back to reference Baltussen R, Stolk E, Chisholm D, Aikins M: Towards a multi-criteria approach for priority setting: an application to Ghana. Health Econ 2006, 15(7):689–696. 10.1002/hec.1092CrossRefPubMed Baltussen R, Stolk E, Chisholm D, Aikins M: Towards a multi-criteria approach for priority setting: an application to Ghana. Health Econ 2006, 15(7):689–696. 10.1002/hec.1092CrossRefPubMed
47.
go back to reference Baltussen R, ten Asbroek AH, Koolman X, Shrestha N, Bhattarai P, Niessen LW: Priority setting using multiple criteria: should a lung health programme be implemented in Nepal? Health Policy Plan 2007, 22(3):178–185. 10.1093/heapol/czm010CrossRefPubMed Baltussen R, ten Asbroek AH, Koolman X, Shrestha N, Bhattarai P, Niessen LW: Priority setting using multiple criteria: should a lung health programme be implemented in Nepal? Health Policy Plan 2007, 22(3):178–185. 10.1093/heapol/czm010CrossRefPubMed
48.
go back to reference Baltussen R, Youngkong S, Paolucci F, Niessen L: Multi-criteria decision analysis to prioritize health interventions: capitalizing on first experiences. Health Policy 2010, 96(3):262–264. 10.1016/j.healthpol.2010.01.009CrossRefPubMed Baltussen R, Youngkong S, Paolucci F, Niessen L: Multi-criteria decision analysis to prioritize health interventions: capitalizing on first experiences. Health Policy 2010, 96(3):262–264. 10.1016/j.healthpol.2010.01.009CrossRefPubMed
49.
go back to reference Chitama D, Baltussen R, Ketting E, Kamazima S, Nswilla A, Mujinja PG: From papers to practices: district level priority setting processes and criteria for family planning, maternal, newborn and child health interventions in Tanzania. BMC Womens Health 2011, 11: 46. 10.1186/1472-6874-11-46PubMedCentralCrossRefPubMed Chitama D, Baltussen R, Ketting E, Kamazima S, Nswilla A, Mujinja PG: From papers to practices: district level priority setting processes and criteria for family planning, maternal, newborn and child health interventions in Tanzania. BMC Womens Health 2011, 11: 46. 10.1186/1472-6874-11-46PubMedCentralCrossRefPubMed
50.
go back to reference Jehu-Appiah C, Baltussen R, Acquah C, et al.: Balancing equity and efficiency in health priorities in Ghana: the use of multicriteria decision analysis. Value Health 2008, 11(7):1081–1087. 10.1111/j.1524-4733.2008.00392.xCrossRefPubMed Jehu-Appiah C, Baltussen R, Acquah C, et al.: Balancing equity and efficiency in health priorities in Ghana: the use of multicriteria decision analysis. Value Health 2008, 11(7):1081–1087. 10.1111/j.1524-4733.2008.00392.xCrossRefPubMed
51.
go back to reference Youngkong S, Baltussen R, Tantivess S, Koolman X, Teerawattananon Y: Criteria for priority setting of HIV/AIDS interventions in Thailand: a discrete choice experiment. BMC Health Serv Res 2010, 10: 197. 10.1186/1472-6963-10-197PubMedCentralCrossRefPubMed Youngkong S, Baltussen R, Tantivess S, Koolman X, Teerawattananon Y: Criteria for priority setting of HIV/AIDS interventions in Thailand: a discrete choice experiment. BMC Health Serv Res 2010, 10: 197. 10.1186/1472-6963-10-197PubMedCentralCrossRefPubMed
52.
go back to reference Youngkong S, Kapiriri L, Baltussen R: Setting priorities for health interventions in developing countries: a review of empirical studies. Trop Med Int Health 2009, 14(8):930–939. 10.1111/j.1365-3156.2009.02311.xCrossRefPubMed Youngkong S, Kapiriri L, Baltussen R: Setting priorities for health interventions in developing countries: a review of empirical studies. Trop Med Int Health 2009, 14(8):930–939. 10.1111/j.1365-3156.2009.02311.xCrossRefPubMed
53.
go back to reference Youngkong S, Teerawattananon Y, Tantivess S, Baltussen R: Multi-criteria decision analysis for setting priorities on HIV/AIDS interventions in Thailand. Health Res Policy Systems 2012, 10: 6. 10.1186/1478-4505-10-6CrossRef Youngkong S, Teerawattananon Y, Tantivess S, Baltussen R: Multi-criteria decision analysis for setting priorities on HIV/AIDS interventions in Thailand. Health Res Policy Systems 2012, 10: 6. 10.1186/1478-4505-10-6CrossRef
54.
go back to reference Youngkong SBR, Tantivess S, Mohara A, Teerawattananon Y: Multi-criteria decision analysis for including health interventions in the universal health coverage benefit package in Thailand. Value Health 2012, 15(6):961–970. 10.1016/j.jval.2012.06.006CrossRefPubMed Youngkong SBR, Tantivess S, Mohara A, Teerawattananon Y: Multi-criteria decision analysis for including health interventions in the universal health coverage benefit package in Thailand. Value Health 2012, 15(6):961–970. 10.1016/j.jval.2012.06.006CrossRefPubMed
55.
go back to reference Mirelman A, Mentzakis E, Kinter E, et al.: Decision-making criteria among national policymakers in five countries: a discrete choice experiment eliciting relative preferences for equity and efficiency. Value Health 2012, 15(3):534–539. 10.1016/j.jval.2012.04.001CrossRefPubMed Mirelman A, Mentzakis E, Kinter E, et al.: Decision-making criteria among national policymakers in five countries: a discrete choice experiment eliciting relative preferences for equity and efficiency. Value Health 2012, 15(3):534–539. 10.1016/j.jval.2012.04.001CrossRefPubMed
56.
go back to reference Guindo LA, Wagner M, Baltussen R, et al.: From efficacy to equity: Literature review of decision criteria for resource allocation and healthcare decisionmaking. Cost Effectiveness and Resource Allocation 2012, 10(9):1–13. Guindo LA, Wagner M, Baltussen R, et al.: From efficacy to equity: Literature review of decision criteria for resource allocation and healthcare decisionmaking. Cost Effectiveness and Resource Allocation 2012, 10(9):1–13.
57.
go back to reference Bærøe K, Baltussen RL: Legitimate Healthcare Limit Setting in a Real-World Setting: Integrating Accountability for Reasonableness and Multi-Criteria Decision Analysis. Manuscript presented at the workshop 'The many faces of legitimacy. University of Oslo; 2012. Bærøe K, Baltussen RL: Legitimate Healthcare Limit Setting in a Real-World Setting: Integrating Accountability for Reasonableness and Multi-Criteria Decision Analysis. Manuscript presented at the workshop 'The many faces of legitimacy. University of Oslo; 2012.
58.
go back to reference Kapiriri L, Martin DK: Successful priority setting in low and middle income countries: a framework for evaluation. Health Care Anal 2010, 18(2):129–147.CrossRefPubMed Kapiriri L, Martin DK: Successful priority setting in low and middle income countries: a framework for evaluation. Health Care Anal 2010, 18(2):129–147.CrossRefPubMed
59.
go back to reference Peacock SS, Mitton C, Bate A, McCoy B, Donaldson C: Overcoming barriers to priority setting using interdisciplinary methods. Health Policy 2009, 92(2–3):124–132.CrossRefPubMed Peacock SS, Mitton C, Bate A, McCoy B, Donaldson C: Overcoming barriers to priority setting using interdisciplinary methods. Health Policy 2009, 92(2–3):124–132.CrossRefPubMed
60.
go back to reference Peacock SJ, Richardson JR, Carter R, Edwards D: Priority setting in health care using multi-attribute utility theory and programme budgeting and marginal analysis (PBMA). Soc Sci Med 2007, 64(4):897–910. 10.1016/j.socscimed.2006.09.029CrossRefPubMed Peacock SJ, Richardson JR, Carter R, Edwards D: Priority setting in health care using multi-attribute utility theory and programme budgeting and marginal analysis (PBMA). Soc Sci Med 2007, 64(4):897–910. 10.1016/j.socscimed.2006.09.029CrossRefPubMed
62.
go back to reference Linkov I, Varghese A, Jamil S, Seager T, Kiker G, Bridges T: Multi-criteria decision analysis: a framework for structuring remedial decisions at contaminated sites. In Comparative risk assessment and environmental decision making Edited by: Linkov I, Ramadan ABK. 2004, 15–54. Linkov I, Varghese A, Jamil S, Seager T, Kiker G, Bridges T: Multi-criteria decision analysis: a framework for structuring remedial decisions at contaminated sites. In Comparative risk assessment and environmental decision making Edited by: Linkov I, Ramadan ABK. 2004, 15–54.
63.
go back to reference Tromp N, Prawiranegara R, Siregar A, Riparev H, Sunyaya D, Baltussen R: HIV/AIDS control in West-Java, Indonesia: how does the government set priorities?. 2013. NICHE working paper 2013.5 Tromp N, Prawiranegara R, Siregar A, Riparev H, Sunyaya D, Baltussen R: HIV/AIDS control in West-Java, Indonesia: how does the government set priorities?. 2013. NICHE working paper 2013.5
64.
go back to reference Tromp N, Prawiranegara R, Siregar A, Riparev HSD, Baltussen R: Criteria for priority setting of HIV/AIDS interventions in Indonesia. 2013. NICHE working paper 2013.4 Tromp N, Prawiranegara R, Siregar A, Riparev HSD, Baltussen R: Criteria for priority setting of HIV/AIDS interventions in Indonesia. 2013. NICHE working paper 2013.4
65.
go back to reference Gibson J, Mitton C, Martin D, Donaldson C, Singer P: Ethics and economics: does programme budgeting and marginal analysis contribute to fair priority setting? J Health Serv Res Policy 2006, 11(1):32–37. 10.1258/135581906775094280CrossRefPubMed Gibson J, Mitton C, Martin D, Donaldson C, Singer P: Ethics and economics: does programme budgeting and marginal analysis contribute to fair priority setting? J Health Serv Res Policy 2006, 11(1):32–37. 10.1258/135581906775094280CrossRefPubMed
66.
go back to reference Tromp N, Baltussen R: Mapping of multiple criteria for priority setting of health interventions: an aid for decision makers. BMC Health Serv Res 2012, 12: 454. 10.1186/1472-6963-12-454PubMedCentralCrossRefPubMed Tromp N, Baltussen R: Mapping of multiple criteria for priority setting of health interventions: an aid for decision makers. BMC Health Serv Res 2012, 12: 454. 10.1186/1472-6963-12-454PubMedCentralCrossRefPubMed
67.
go back to reference Patten S, Mitton C, Donaldson C: Using participatory action research to build a priority setting process in a Canadian regional health authority. Soc Sci Med 2006, 63(5):1121–1134. 10.1016/j.socscimed.2006.01.033CrossRefPubMed Patten S, Mitton C, Donaldson C: Using participatory action research to build a priority setting process in a Canadian regional health authority. Soc Sci Med 2006, 63(5):1121–1134. 10.1016/j.socscimed.2006.01.033CrossRefPubMed
68.
go back to reference Dionne F, Mitton C, Macdonald T, Miller C, Brennan M: The challenge of obtaining information necessary for multi-criteria decision analysis implementation: the case of physiotherapy services in Canada. Cost Effectiveness and Resource Allocation 2013, 11(1):11. 10.1186/1478-7547-11-11PubMedCentralCrossRefPubMed Dionne F, Mitton C, Macdonald T, Miller C, Brennan M: The challenge of obtaining information necessary for multi-criteria decision analysis implementation: the case of physiotherapy services in Canada. Cost Effectiveness and Resource Allocation 2013, 11(1):11. 10.1186/1478-7547-11-11PubMedCentralCrossRefPubMed
Metadata
Title
Balancing efficiency, equity and feasibility of HIV treatment in South Africa – development of programmatic guidance
Authors
Rob Baltussen
Evelinn Mikkelsen
Noor Tromp
AnneKarin Hurtig
Jens Byskov
Øystein Olsen
Kristine Bærøe
Jan A Hontelez
Jerome Singh
Ole F Norheim
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Cost Effectiveness and Resource Allocation / Issue 1/2013
Electronic ISSN: 1478-7547
DOI
https://doi.org/10.1186/1478-7547-11-26

Other articles of this Issue 1/2013

Cost Effectiveness and Resource Allocation 1/2013 Go to the issue