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HIV/AIDS, Mobilizing and Spending: Current Purposes and Problems By Tony Barnett1 and Alan Whiteside2 Paper prepared for the high-level meeting on trans-Atlantic collaboration organized by the Center for Strategic and International Studies (CSIS) and Ministère des Affaires Etrangères, France , Paris, 12-13 March 2006. Confidential. Not for distribution beyond the meeting with out the permission of the authors We were asked to write on ‘the trends on spending within a global concept and the evolving epidemic’. We present these thoughts (a short paper with a long appendix) with an expectation that it will spur discussion. It is based on our experience of working in the field intensively for more than 15 years independently and collaboratively. We believe there is a paradox: there has never been as much or as little money available for the epidemic as there is today. This statement requires some elaboration. A lot of money is nominally available inasmuch as it has been publicly allocated; some of it may be available in fact; some of it may be diverted from other sources; some of it while “available” does not and cannot be converted into effective on-the-ground expenditure. The world, most notably in the form of statements from the United Nations General Assembly; the establishment of the GFATM and in proclaimed fund allocations by the US (PEPFAR - $15 billion) and DFID (£5 billion) has woken up to the scale of the epidemic. However, the amount of money allocated falls far below what is estimated to be needed, and is probably far more than can actually be spent, another paradox. In early 2005, there was an irate reaction to the presentation by UNAIDS of their estimate of the amount of money needed for a comprehensive response to HIV/AIDS. The activist community roasted the “donors” for not asking for enough from the funders. As a result of this in mid-2005 UNAIDS reworked its figures and estimated what a comprehensive response to the epidemic would cost. Table 1 summarizes these costs. Table 1: AIDS Resource Needs US$ Billion Prevention Treatment and Care OVC Programme Costs Human Resources Total 2006 8.4 3.0 1.6 1.5 0.4 14.9 2007 10.0 4.0 2.1 1.4 0.6 18.1 2008 11.4 5.3 2.7 1.8 0.9 22.1 2006-08 29.8 12.3 6.4 4.6 1.9 55.1 Source: UNAIDS (2005) 1 2 London School of Economics HEARD, University of KwaZulu Natal 1 1. How much money has been raised? Exact figures tracking resource allocation to HIV/AIDS are extremely difficult to put assemble, particularly given the time lags between commitment and disbursement of funds. Nonetheless, external financing for HIV/AIDS has shown an upward trend in the last few years. Figure 1 shows those trends in some African countries Figure 1: Trends External Funding Commitments for HIV/AIDS for Select African Countries 2000-04 (US$ Millions) Source: Lewis (2005) This marked increase in disbursements is encouraging. However, on their own these figures tell us little about where or how the funds are being used and their impacts, Monitoring and evaluation processes are rent by dissent and politics – for example how to count a patient on ARVs or how to count an orphan and, perhaps most of all, how to count a “programme effect1”.. The total cost to tackle AIDS as estimated by the UN is $55 billion over the period 2006-08 (Table 1), and $18.1 billion for 2007. The resources raised however, are far below what is required. UNAIDS projects that US$ 10 billion will be available for 2007, a $6.1 billion shortfall from what is required. As an aside a meeting in Beijing in January called for $1.2 billion to combat avian flu - and $1.9 billion was pledged. 2 Figure 2: Projection of Available Resources for AIDS from all Sources 2005-07 Source: UNAIDS (2005) Appendix I provides more detailed information regarding investment and spending on HIV/AIDS past decades. 2. The big issues with regard to money flows A number of important issues need to be addressed with regard to financial flows: a) Where are the resources going? What is the balance between prevention, treatment and impact mitigation? Commonsense and basic public health tells us that ounce of prevention is worth a pound of cure and prevention is not working. Most funding is allocated to treatment, specifically to the procurement of ARV drugs. For example, as shown below, PEPFAR allocated 42% of its total funding to drugs and only 20% to prevention. This bias in policy is only natural since drugs are an incredible financial burden on developing country health budgets. Prevention must be (re) emphasized . But we do not know what works and why and this issue has been muddied through inclusion of moral as well as technical agendas. This issue needs to be clarified and confronted at the meeting. 3 Figure 3: Distribution of PEPFAR Funding for HIV/AIDS 2003-08 ART care 13% Palliative Care 15% ART drugs 42% Prevention 20% children and orphans 10% Source: www.avert.org b) Is money what is needed? Many developing countries do not have the capacity to absorb the increased aid. The bottleneck for HIV/AIDS is often not finance but health staff/ health systems (although, there have been several instances where budgets for HIV/AIDS have fallen short e.g. Swaziland). The deterioration of the health system due to HIV/AIDS impacts the ability to treat and care for people with the disease. For instance, in Swaziland, staff attrition rate was 7.9%, a third of which was due to HIV/AIDS deaths (HDA and JTK Associates, 2005). The weak health systems of developing countries require additional long-term assistance. Unfortunately, this does not sit well with donor imperative – as public spending on wages and human resources is generally thought of as being inflationary (even though there is no evidence for this claim with regards to health spending). c) Is the money reaching the people who need it? There are two big questions here – first is the money actually leaving the donor countries or is it being consumed by national suppliers and the second is do the systems allow money to flow to the households and clinics that need it. These are not new questions and have applied to aid flows for decades but HIV puts them under the spotlight. d) Are we planning for the long term? Long term planning around HIV/AIDS requires predicting the trajectory of the epidemic and medical advances (both with regards to cost of drugs as well as the invention of new treatment regimes). There is a good deal of uncertainty regarding both. Since it is difficult to estimate the cost of providing treatment in the long run (in fact costs change on a monthly basis), it is difficult to predict what the cost of treatment will be in the future in view of changing drug prices, capacity constraints, new drug regimes, increased number of people on treatment and so on. The case of Brazil shows that while the number of patients on ART had increased between 1997 and 2005, the average treatment cost per patient declined rapidly as drug prices declined. However, the cost of treatment rose again in 2003-04 owing to the 4 introduction of new drugs and the fact that many patients were no longer able to survive on the first line therapies.. Figure 4: ART Patient and Cost Trends in Brazil (1997-2005) PATIENTS ON ANTI-RETROVIRAL THERAPY IN BRAZIL, 1997 - 2005* jul/05 jan/05 jul/04 jan/04 jul/03 jan/03 jul/02 jan/02 jul/01 jul/00 jan/01 jan/00 jul/99 jan/99 jul/98 jan/98 jul/97 jan/97 170.000 Average cost of ARV per patient/year (US$) 7000 6240 6000 5486 5000 Introduction of expensive new ARVs Thousands (US$) 4603 4000 3464 3000 • Prices of second-line, patented drugs have stopped falling substantially • Number of people using them has increased dramatically 2000 1000 2500 2210 1500 1359 1336 0 1997 1998 1999 2000 2001 2002 2003 2004 2005* Year Source: slides presented and made available to author e) The time scale and magnitude of support needed. The AIDS epidemic is a long wave disaster. If a person is put on ARVs they will need them for the rest of their life. A child orphaned today at 2 years of age today will need support until they are 18, that is 2020 – assuming there are economic opportunities for them after that!. Furthermore, the current HIV infections have yet to turn into AIDS cases. The scale of need 5 will increase. It is clear the impact of the epidemic will be felt for generations to come and needs to be planned for. 4. Viral resistance Are we taking sufficient account of the development of acquired and possibly transmitted viral resistance in resource poor settings? If either or both of these is/are likely to be problems (and we believe that acquired resistance is certainly going to be a problem, and the future of transmitted resistance is receiving insufficient attention), then we need to be looking at four issues: - Development, pricing and access to new generations of ARVs - A review of prevention issues in readiness for a possible new epidemic of resistant virus - A review of impact mitigation responses to a new wave of epidemic effects. - A particular potential problem – the possibility that widespread ART will have adverse effects on mitochondrial DNA. 5. AIDS exceptionalism. We believe that AIDS is exceptional but we need to do more than say this we need to explain why this is the case. For example: “Health workers do not die of malaria in the same numbers that they die for AIDS’ Malaria does not alter demographic structures in the same way that AIDS does We also need to be clear that while AIDS exceptionalism may be an important advocacy tool, it also has dangers, as for example when it is linked to the “security” or otherwise used as a scare factor. 6. The Questions we should be asking a) How much has HIV/AIDS cost so far? Looking at the cost of the HIV/AIDS epidemic from two perspectives, we can conclude that the total cost from the beginning of the epidemic is in the region of $20bn. This round figure does not adequately take into account the costs that have arisen in the non-formal economy and in the realm of social reproduction. These costs represent global resources, which in the absence of the epidemic could have been used for other purposes. b) The Cost of HIV/AIDS Estimation of the cost of the HIV/AIDS epidemic is complex and we can only arrive at orders of magnitude. We can look at the question in four ways: 1. Costs as reflected by total expenditure on engaging with the epidemic globally $23.889bn 2. Costs as reflected in estimated losses in economic performance in the worst affected countries 3. Costs as reflected in losses associated with non-quantifiable or hard to quantify longterm effects. 4. Cost considered against simple epidemiological assumptions. These 4 approaches are further explored in appendix II. c) Cost of HIV/AIDS to the affected While HIV/AIDS is an enormous cost to the state, the private sector, and the international donor community, it also financially burdens affected individuals and communities. The costs can be broadly categorized as direct and indirect costs. 6 1. Direct costs: Direct costs due HIV/AIDS are those related to medical expenditure and funerals. For example, in rural Tanzania, the mean direct health costs in households experiencing an AIDS death was approximately US$ 70 dollars, roughly 24 per cent of the total per capita income (Ngalua et al., 2002). Such an expenditure shock could well trap a family into poverty for generations. 2. Indirect costs: These include change in labour supply, change in patterns of agriculture, change in wages and so on. Patient and community level costs have often been neglected in discussions around funding. It is important to realize that these seemingly small patient level costs can have enormous implications for the effectiveness of programmes tackling AIDS. For instance, there is evidence that increased transport costs for patients lowers the level of adherence to ART, which lowers effectiveness of treatment and breeds resistant strains of the virus. Approaches to provision of treatment must try and include these costs in their estimates and plan for them. 7. . Conclusion: three big questions Twenty five years into the epidemic we are uncertain as to the next steps. There has been a marked increase in funding for HIV/AIDS, it is in no capacity sufficient to tackle the epidemic. Moreover, providing funding is not sufficient as many countries lack the human and physical capacity to absorb the funds and tackle the disease effectively. This leads us to the biggest questions of all: 1. What do we really know about confronting prevention, care and impact mitigation? 2. How can big money and big organization engage with local needs and variability? 3. What are the “deep policy stakes2” which unite and divide the US and the EU in relation to Global Health Policy? 4. and thus, what should this meeting strive to achieve in order to contribute to the global public good! 7 APPENDIX I - SPENDING AND INVESTMENT ON HIV 1. Vaccine R&D: $3201m (2000-2005) Table 1: Annual Investment in preventative HIV vaccine (current US$) 2000 2001 2002 2003 US 272 314 376 463 Rope 23 32 39 44 + Other 10 12 21 24 Multilaterals 2 2 2 2 Philanthropic Sector 20 7 112 15 Pharmaceutical companies 57 Biotechnology companies 42 TOTAL 327 367 649 548 R&D between 2000 and 2005 2004 516 57 28 2 2005 568 39 8 2 2000-2005 2509 234 103 12 12 10 176 59 - 116 9 683 627 51 3201 + Includes all national public sector funding apart from funding from the US and Europe Note: The 2005 estimates represent actual disbursements and firm commitments made as of May 2005 Source: Tracking Funding for Preventive HIV Vaccine Research and Development: Estimates of Annual Investments and Expenditures 2000 to 2005, The HIV Vaccines and Microbicides Resource Tracking Working Group) (AVAC, Alliance for Microbicide Development, IAVI, UNAIDS) 2005 2. Microbicide R&D: $649.1m (1997-2005) Table 2: Annual Investment in microbicide R&D by public and philanthropic sectors between 1997 and 2005 (current US$ million). US Europe Other Multilaterals Philanthropic Sector TOTAL 1997-1999 84.4 9.8 94.2 2000 34.6 0.7 0.3 0.1 29.4 65.1 2001 61.3 0.4 0.1 0.3 3.4 65.4 2002 75.3 5.1 0.2 0.4 24.8 105.8 2003 78.8 10.6 0.9 0.1 16.9 107.1 2004 92 29.9 2 0.2 18.1 142.3 2005 99.3 37.8 5 0.2 21.1 163.4 20002005 525.7 84.5 8.5 1.3 123.5 743.3 Note: The 2005 estimates represent actual disbursements and firm commitments made as of May 2005 Source: Tracking Funding for Preventive HIV Vaccine Research and Development: Estimates of Annual Investments and Expenditures 2000 to 2005, The HIV Vaccines and Microbicides Resource Tracking Working Group (AVAC, Alliance for Microbicide Development, IAVI, UNAIDS) 2005. 8 3. Treatment of Individuals - ARVs (2005) Table 3: Estimated Number of people on ARVS in June 2005 by Region Estimated no. of people receiving Geographical Region ARVs, June 2005 Cost (no. of people x 16k) Sub-Saharan Africa 500,000 8,000m Latin America and the Caribbean 290,000 4,640m East, South and South East Asia 155,000 2,480m Europe and Central Asia 20,000 320m North Africa and the Middle East 4000 64m TOTAL 970,000 15,504m (=US$27,073m) Source: Progress on Global Access to HIV Antiretroviral Therapy, UNAIDS/WHO,2005. 4. Major Corporate Donors (a) Glaxosmithkline spends on average £1.3 billion each year and has 9300 employees in R&D (Source: VSO). Up to 1991 Glaxosmithkline had invested approx. $50 million in its HIV programme (b) Bristol-Myers Squibb Since mid 1999, BMS has committed $37 million in grants for HIV/AIDS activities. Through its “Secure the Future” initiative the company pledged an additional $15 million on top of a previously committed $100 to help prevent and treat HIV/AIDS Source: Global spending on HIV/AIDS: Tracking public and private investments in AIDS prevention, care and research, Progressive Health Partners & the IDS Research Institute, UCSF 2001. 5. Major Foundations (a) Ford Foundation: Since 1987 the Ford Foundation has awarded approx. $70 million in HIV/AIDS related grants (b) Bill and Melinda Gates Foundation: The Gates Foundation has committed over $350 million to HIV/AIDS prevention (c) Henry J. Kaiser Family Foundation: The Kaiser Foundation has committed in excess of $100 million to AIDS programmes in the US and South Africa (d) Rockfeller Foundation: In 2000, the Foundation made grants totalling $1.5 million to HIV/AIDS. In 2001 the Foundation committed a further $30 million to HIV/AIDS Source: Global spending on HIV/AIDS: Tracking public and private investments in AIDS prevention, care and research, Progressive Health Partners & the IDS Research Institute, UCSF 2001 Total: $551.5million 9 6. UNAIDS Budget Table 4: UNAIDS Budget 1996-2003 UNAID Year (millions) 2003 $350 2002 $150 2001 $70 2000 $70 1999 $60 1998 $60 1997 $60 1996 $60 budget TOTAL 1996-2003 $880 Source: UNAIDS 7. WHO Global Programme on AIDS WHO estimates that the total spending of GPA plus the Special Programme on AIDS (SPA) (1986 to 1995) was approx $750 million to $1500 million. Table 5: WHO Budget 1996-2005 Year WHO budget (millions) 2004-2005 $218.1 2002-2003 $59 2001-2000 $50 1998-1999 $39 1996-1997 $28 TOTAL $394.1 Source: WHO 8. USAID Budget Table 6: USAID Budget 1986-2003 Year USAID budget (millions) 2005 $540 2004 $550 2003 $795.0 2002 $510.0 2001 $433.0 2000 $200.0 1999 $139.1 1998 $125.4 1997 $118.9 1996 $137.5 1995 $151.9 1994 $112.8 10 1993 1992 1991 1990 1989 1988 1987 1986 TOTAL 2003 $124.5 $95.7 $78.4 $48.5 $47.1 $34.7 $5.0 $1.1 1986$4248.6 Source: USAID 9. Total US funding for global HIV/AIDS (includes USAID funding, State Department funding, research etc) Table 7: US Funding for HIV/AIDS 1986-2005 Year US FUNDING (millions) 2005 $2,701 2004 $2,253 2003 $1,490 2002 $1,196 2001 $712 2000 $360 1999 $215 1998 $179 1997 $170 1996 $163 1995 $170 1994 $161 1993 $153 1992 $128 1991 $112 1990 $100 1989 $62 1988 $45 1987 $12 1986 $1 TOTAL 1986-2005 $10,383m 10. DFID Budget Table 8: DFID Budget for HIV/AIDS 1997-2005 Year 2004/05 2003/04 2002/03 HIV/AIDS budget in millions (£) No data available £297m £274m 11 2001/02 2000/01 1999/00 1998/99 1997/98 TOTAL 1997-2004 £217m £191m £76m £45m £38m £1138m Note: in 2004 DFID stated that over the next 3 years the UK government would spend at least £1.5 billion on HIV/AIDS related work. DFID also pledged £36 m to UNAIDS in 2004. Source: DFID 12 APPENDIX II - COST OF HIV/AIDS This appendix presents the cost of the epidemic depending on the approach taken. Ideally a comprehensive estimate of total cost will include all these measures: 1. Costs as reflected by total recent expenditure on engaging with the epidemic globally3: Table 1: Various HIV/AIDS related Expenditures Vaccine R&D (2000-2005) Microbicide R&D (1997-2005) Donations by philanthropic Foundations UNAIDS budget (1996-2003) WHO budget for HIV/AIDS (1986-2005) USAID budget for HIV/AIDS (1986-2003) Total US funding related to HIV/AIDS (1986-2005) DFID budget for HIV/AIDS (1997-2004) World Bank budget for HIV/AIDS TOTAL EXPENDITURE: $3201m $743.3m $551.5m $880m $1894m (upper estimate) $4248.6m $10,383m $1,987m $1.7 billion. $23.889bn 2. Costs as reflected in estimated losses in economic performance in the worst affected countries These costs have been approached by means of a range or more or less sophisticated economic modeling exercises. The results of these are summarized in the following table. The general conclusion that may be drawn is that economic performance as measured by GDP growth falls by about 1 per cent per year in affected countries over the duration of the epidemic. This is a very significant figure, particularly when it is considered that many of these countries already have negative GDP growth rates to begin with. 3 The detailed estimates for each of these heads of expenditure are contained in Appendix 1 13 Table 2: Comparisons of macro-economic studies – Impact of HIV/AIDS on Growth Country/region Predicted impact Author Forecast dates Africa and sub- Annual GDP growth 0.56–1.47% Over (1992) Saharan Africa lower than without AIDS Annual per capita growth will be between +0.17% and –0.6% compared to without AIDS 1990–2025 Tanzania (a) Annual GDP growth falls from Cuddington Solow-type growth 3.9% without AIDS to 2.8–3.3% (1993a) model Annual GDP per capita growth falls from 0.7% without AIDS to 0.2%–0.7% 1985–2010 Tanzania (b) AIDS reduces real GDP by 11% Cuddington As above but to 28% over period (1993b) introduces Per capita income change ranges dual labour market from rise of 3.6% to a decline of 16.1% over period 1985–2010 Malawi (a) Annual GDP growth rates Cuddington and 1985–2010 As for Tanzania (a) reduced by 0.2–1.5% Hancock (1994a) Annual GDP per capita growth reduced by 0.1–0.3% Malawi (b) Annual GDP growth reduced by Cuddington and 1985–2010 As for Tanzania (b) 3% to 9% Hancock (1994b) Annual GDP per capita growth reduced by 0% to –3% Botswana Rate of GDP growth falls from Botswana Institute 1996–2021 Production 3.9% per annum without AIDS for Development functions to 2.0–3.1% Policy Analysis (takes Cobb- After 25 years, economy 24– (BIDPA) (2000b) Douglas form) 38% smaller. In the best case per capita GDP rises from 1.5% to 1.9% a year, average incomes 9% higher after 25 years. In the worst case, GDP per capita growth will fall to 1% a year, and be 13% lower after 25 years Sub-Saharan Africa African economic growth has Bonnel (2000b) Growth equations been reduced by 0.8% in the Ordinary Least 1990s Squares and Tuso Per capita growth was reduced Stage Least Squares by 1.2% per year 1990–95 1990–97 South Africa Real GDP is 0.3% lower in Quatteck (2000) Full supply-demand AIDS as opposed to no AIDS econometric model scenario in 2001, 0.4% in 2006– 10 2001–15 By year to 2005 then 2006–10 and 2011–15 14 South Africa CGE model The difference in GDP growth is Arndt and Lewis 2.6% in 2008, by 2010 the (2000) economy is 17% smaller than it would have been without AIDS. The per capita income is 8% smaller Trinidad & Tobago GDP in 2005 is 4.2% lower in Nicholls (T&T) and Jamaica T&T and 6.4% lower in Jamaica (2000b) than it would have been in the absence of AIDS et 1997–2010 al. 1997–2005 but results seem to be for 2005 2000 - 2080 South Africa Overlapping generations model Bell et al. (2003) Potential for economic collapse in three generations 3. Costs as reflected in losses associated with non-quantifiable or hard to quantify longterm effects HIV/AIDS and international development targets The potential effects of the AIDS epidemic on international development goals as set by the Millennium Development Goals can be seen in the following table: Table 3: Impact of HIV/AIDS on Development Goal at Global and National Level Development goal Effect of HIV/AIDS Global and national impact Reduction by one-half of AIDS increases poverty Will slow global progress, proportion of people living in especially at the household some national impact but extreme poverty by 2015 level, has serious impact on population decline reduces human capital this, main impact at community/ household level. Goal hard to achieve Universal primary education Impact on supply of in all countries by 2015 education through teacher deaths and resources, on demand side through uptake especially female students Demonstrated progress towards gender equality, women’s empowerment by eliminating disparity in primary and secondary education by 2005 Worst affected countries will see declining enrolment especially among most vulnerable groups. Goal harder to achieve in some countries Girl children most likely to be Disparity will not be reduced kept out of school to provide with out targeted intervention. care or when resources are Goal harder to achieve limited Reduction by two-thirds in the Infant and child mortality will The target will not be met and mortality rates for infants and continue to increase for the in some countries there will children under age 5 by 2015 next decade and possibly be deterioration over the 15 longer period Reduction by three-fourths in Little impact recorded to date No impact recorded maternal mortality by 2015 Access through the primary health-care system to reproductive health services for all individuals of appropriate ages and no later than 2015 Demand from HIV/AIDS patients will put pressure on the public health-care system, additional human and financial resources required Will require more resources than previously envisaged. Goal may be more difficult to achieve Implement national strategies for sustainable development in all countries by 2005, to reverse the loss of environmental resources by 2015 Little impact recorded to date, Not yet known but may be some – and surprising, e.g. loss of skills, increased demand for wood for cremation or land for burial One of the most measurable impacts of AIDS is on mortality rates. Adults and many infants and children are dying prematurely. This impact is measured in the Human Development Index4 through the life expectancy component. The following table shows how AIDS mortality has affected both life expectancy and HDI scores and rankings for selected countries. Botswana is worst affected and fell from 71st to 122nd by 2000, and then to 128th place by 2004. Even Thailand, where the epidemic is under control has been affected. Life expectancy has fallen slightly and this has contributed to the decline in its position from 52nd to 76th place in the HDI rankings by 2000, and to 92nd place by 2004. 4 "The HDI is a composite of three basic components of human development: longevity, knowledge and standard of living. Longevity is measured by life expectancy. Knowledge is measured by a combination of adult literacy (two thirds weight) and mean years of schooling (one third weight). Standard of living is measured by purchasing power, based on real GDP per capita adjusted for the local cost of living (purchasing power parity)." (UNDP, Human Development Report 1994, p.91). 16 Table 4: Life expectancy and position in the HDI (selected countries) 2000 Report 2001 Report 2002 Report 2003 Report (1998 data) (1999 data) (2000 data) (2001 data) 2004 Report (2002 data) RANK LEX HDI RANK LEX HDI RANK LEX HDI RANK LEX HDI RANK LEX HDI Cambodia 136 53.5 0.512 121 56.4 0.541 130 56.4 0.543 130 57.4 0.556 130 57.4 0.568 Thailand 68.9 0.745 66 69.9 0.757 70 70.2 0.762 74 68.9 0.768 92 69.1 0.768 Botswana 122 46.2 0.593 114 41.9 0.577 126 40.3 0.572 125 44.7 0.614 128 41.4 0.589 Côte d’Ivoire 154 46.9 0.420 144 47.8 0.426 156 47.8 0.428 161 41.7 0.396 163 41.2 0.399 Kenya 138 51.3 0.508 123 51.3 0.514 134 50.8 0.513 146 46.4 0.489 148 45.2 0.488 Malawi 163 39.5 0.385 151 40.3 0.397 163 40.0 0.400 162 38.5 0.387 165 37.8 0.388 South Africa 103 53.2 0.697 94 53.9 0.702 107 52.1 0.695 111 50.9 0.684 119 48.8 0.666 Zimbabwe 130 43.5 0.555 117 42.9 0.583 128 42.9 0.551 145 35.4 0.496 147 33.9 0.491 Zambia 153 40.5 0.420 143 41.0 0.427 153 41.4 0.433 163 33.4 0.386 164 32.7 0.389 Haiti 150 54.0 0.440 134 52.4 0.467 146 52.6 0.471 150 49.1 0.467 153 49.4 0.463 76 Source: UNDP (2004, 2003, 2002, 2001, 2000). 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