| Literature DB >> 21507267 |
Lei Zhang1, Lorraine Yap, Zhuang Xun, Zunyou Wu, David P Wilson.
Abstract
BACKGROUND: As a harm reduction strategy in response to HIV epidemics needle and syringes programs (NSPs) were initiated throughout China in 2002. The effectiveness of NSPs in reducing the spread of infection in such an established epidemic is unknown. In this study we use data from Yunnan province, the province most affected by HIV in China, to (1) estimate the population benefits in terms of infections prevented due to the programs; (2) calculate the cost-effectiveness of NSPs.Entities:
Mesh:
Year: 2011 PMID: 21507267 PMCID: PMC3102626 DOI: 10.1186/1471-2458-11-250
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Figure 1Schematic diagram of the flow between health states described in the mathematical model.
Input values for the mathematical model
| Parameter | Description | Values | References | |
|---|---|---|---|---|
| Probability of HIV transmission per injection with a contaminated syringe | 0.001 - 0.005 | [ | ||
| Rate of disease progression from chronic infection to treatment-eligible stage | 11-15% | [ | ||
| Death rate for HIV-infected people in chronic stage | 0.06-0.11% | [ | ||
| Death rate for HIV-infected people in treatment-eligible stage | 3.00-7.86% | [ | ||
| Death rate for people on ART | 0.06-0.11% | [ | ||
| Rate of diagnosed people on AIDS stage initiating treatment | 0-10% | estimated | ||
| σ | Rate of people on ART stopping treatment | 15-20% | [ | |
| Prevalence among IDUs in Yunnan province | 20-30% | [ | ||
| Population size of IDUs in Yunnan province | SF = 2.5 | 95,000-125,000 | estimated | |
| SF = 4.0 | 150,000-200,000 | |||
| Rate of new entrants into the IDU population | 6000 | estimated | ||
| Total number of syringes distributed through NSP per year (2002-2008) | 8.75 × 106 | personal communication | ||
| Percentage of syringes obtained through NSPs | 5-25% | [ | ||
| Percentage of syringes distributed that are not used | 0.5-1% | Assumption | ||
| Average frequency of injecting per IDU per year (weighted average of daily and non-daily injectors) | 300-800 | [ | ||
| Proportion of IDUs who share syringes | 40-90% | [ | ||
| Proportion of injections that are shared for IDUs that share syringes | 29.4% | [ | ||
| Average number of times each syringe is used before disposal | 2-4 | [ | ||
| Average number of times each | 1-3 | estimated | ||
| Average number of times each | 3-15 | estimated | ||
| Proportion of syringes used multiple times by multiple people that are cleaned before re-use | 20-40% | [ | ||
| Effectiveness of syringe cleaning | 70-80% | [ | ||
a. This number is estimated by dividing the number of HIV-infected IDUs initiating ART each year by the total number of IDUs who live with HIV. It is important to note that ART is only initiated after 2004, hence τ = 0 prior to 2004. We estimated that approximately 10% IDUs are on ART in 2008 and assumed a linear growth of percentage between 2004 and 2008.
b. In Yunnan, official figures indicate that the number of registered drug users varies between 50,000 to 70,000 in the last decade [73-75]. Among these registered drug users, 55% are intravenous drug users period [14,24,25], which corresponds to an increase of ~30,000 to ~40,000 registered IDUs in the last decade. It is widely accepted that in China behind every registered IDUs there is about 2.5-4.0 implicit IDUs that are unregistered [26,27]. The total number of IDUs in Yunnan is estimated to lie between 95,000 and 125,000 if the scaling factor equals to 2.5, whereas the population size is between 150,000 and 200,000 if scaling factor equals to 4.
c. The entrance rate of IDUs is calculated from the variation of population size, whose minimum and maximum bounds are estimated to be 30,000 and 50,000 over the period 2002-2008 based on the above scenarios. Therefore, an average entrance rate is estimated to be 6000.
d. The cumulative number of syringes distributed in Yunnan during the period 2002-2008 is approximately 875,000. This number is obtained through personal communication with stakeholders from China CDC.
e. Given that the average usage of a syringe (δ) among Yunnan IDUs is about 3 [28-31], the average usage of a non-shared syringe (δ) is assumed to be less than 3 and greater than 1. Therefore, the average usage of a shared syringe (δ) can then be estimated to be 3-15 by equation δ= s·q·δ+ (1 - sq)·δ.
Summary of economic results
| 2002-2008 | 2002-Lifetime | ||||||
|---|---|---|---|---|---|---|---|
| DALYsa | (SF = 2.5) | 44,391 | 43,007 | 1,384 | 128,879 | 116,126 | 12,753 |
| (SF = 4.0) | 76,606 | 74,628 | 1,978 | 225,854 | 207,582 | 18,272 | |
| HIV incidence | (SF = 2.5) | 25,975 | 20,712 | 5,263 | 25,975 | 20,712 | 5,263 |
| (SF = 4.0) | 45,511 | 37,970 | 7,541 | 45,511 | 37,970 | 7,541 | |
| Number of total infected patients in 2008 | (SF = 2.5) | 35,741 | 30,998 | 4,743 | 35,741 | 30,998 | 4,743 |
| (SF = 4.0) | 63,111 | 56,313 | 6,797 | 63,111 | 56,313 | 6,797 | |
| Number of patients on ART in 2008 | (SF = 2.5) | 1,800 | 1,739 | 61 | 1,800 | 1,739 | 61 |
| (SF = 4.0) | 3,107 | 3,020 | 87 | 3,107 | 3,020 | 87 | |
| Number of TE patients (person-years) | (SF = 2.5) | 58,664 | 57,815 | 849 | 174,166 | 158,819 | 15,347 |
| (SF = 4.0) | 100,675 | 99,462 | 1,213 | 304,298 | 282,308 | 21,990 | |
| Number of patients on ART (person-years) | (SF = 2.5) | 3,083 | 3,025 | 58 | 68,004 | 60,483 | 7,522 |
| (SF = 4.0) | 5,307 | 5,224 | 83 | 119,487 | 108,710 | 10,777 | |
| Total NSP investmentb | -- | $1.04 m | -- | -- | $1.04 m | -- | |
| Expenses stratified by service items | |||||||
| Viral load testsc | (SF = 2.5) | $1.03 m | $1.01 m | $0.02 m | $15.43 m | $13.86 m | $1.57 m |
| (SF = 4.0) | $1.77 m | $1.74 m | $0.03 m | $27.06 m | $24.81 m | $2.25 m | |
| CD4 load testsd | (SF = 2.5) | $21.96 m | $21.10 m | $0.85 m | $50.80 m | $45.97 m | $4.83 m |
| (SF = 4.0) | $38.00 m | $36.78 m | $1.22 m | $88.99 m | $82.07 m | $6.92 m | |
| Provision of ARTe | (SF = 2.5) | $10.29 m | $10.09 m | $0.19 m | $154.31 m | $138.57 m | $15.74 m |
| (SF = 4.0) | $17.71 m | $17.43 m | $0.27 m | $270.60 m | $248.05 m | $22.55 m | |
| Subsidies on Treatment of OIsf | (SF = 2.5) | $26.40 m | $26.04 m | $0.36 m | $61.77 m | $57.14 m | $4.63 m |
| (SF = 4.0) | $45.29 m | $44.77 m | $0.51 m | $107.59 m | $100.95 m | $6.63 m | |
| Subsidies on Chinese herbal treatmentg | (SF = 2.5) | $1.24 m | $1.23 m | $0.02 m | $2.91 m | $2.69 m | $0.22 m |
| (SF = 4.0) | $2.13 m | $2.11 m | $0.02 m | $5.06 m | $4.75 m | $0.31 m | |
| Total expenses associated with infection | (SF = 2.5) | $60.91 m | $59.47 m | $1.44 m | $285.22 m | $258.23 m | $26.99 m |
| (SF = 4.0) | $104.89 m | $102.83 m | $2.06 m | $499.30 m | $460.63 m | $38.66 m | |
| Expenses stratified by target groups | |||||||
| Expenses on HIV asymptomatic patientsh | (SF = 2.5) | $14.86 m | $14.11 m | $0.75 m | $26.90 m | $24.09 m | $2.80 m |
| (SF = 4.0) | $25.82 m | $24.74 m | $1.08 m | $47.26 m | $43.24 m | $4.02 m | |
| Expenses on AIDS patientsi | (SF = 2.5) | $34.16 m | $33.70 m | $0.46 m | $79.94 m | $73.95 m | $5.99 m |
| (SF = 4.0) | $58.61 m | $57.94 m | $0.66 m | $139.23 m | $130.65 m | $8.58 m | |
| Expenses on AIDS patients on ARTj | (SF = 2.5) | $11.89 m | $11.67 m | $0.22 m | $178.38 m | $160.19 m | $18.19 m |
| (SF = 4.0) | $20.47 m | $20.15 m | $0.32 m | $312.81 m | $286.75 m | $26.06 m | |
| Total expenses associated with infection | (SF = 2.5) | $60.91 m | $59.47 m | $1.44 m | $285.22 m | $258.23 m | $26.99 m |
| (SF = 4.0) | $104.89 m | $102.83 m | $2.06 m | $499.30 m | $460.63 m | $38.66 m | |
| Cost/DALY averted | (SF = 2.5) | $753 | $82 | ||||
| (SF = 4.0) | $527 | $57 | |||||
| Benefit-cost ratio (ratio of expenses saved to investment) | (SF = 2.5) | 1.38 | 25.89 | ||||
| (SF = 4.0) | 1.97 | 37.09 | |||||
| Cost/Infection averted | (SF = 2.5) | $198 | $198 | ||||
| (SF = 4.0) | $138 | $138 | |||||
a. The cumulative numbers of DALYs are calculated based on the values of health utilities at different disease stages. Health utilities among asymptomatic people living HIV, people at AIDS stage and patients receiving ART are 0.88 (0.82-0.94) [76,77], 0.64 (0.58-0.70) [77] and 0.78 (0.76-0.80) [76,78] respectively.,
b. The costs of NSPs during the period 2002-2008 is calculated by multiplying the average unit expense of distributing a syringe ($0.11 USD), which incorporates and averages over all necessary infrastructure, personnel, marketing and recurring service costs [33], to the estimated total number of syringes distributed (8.75 × 106).
c. Regular viral load monitoring is currently undertaken once a year for HIV/AIDS patients on ART to monitor potential change in viral load. Its cost is hence the product of the number of patients on ART and its unit cost (~USD$300/person [79,80]) and is calculated with 3% value discounting.
d. CD4 load tests are performed quarterly for patients on ART [80-82] and twice a year for people diagnosed with HIV but not on ART [80,82]. The unit cost of CD4 load test is USD $42 [83]. The total cost is calculated with 3% discounting.
e. The annual cost of ART for each AIDS patient is approximately USD $3000 [83-86], which is multiplied by the number of patients on ART to obtain the total cost. The total cost is calculated with and without value discounting.
f. Each year, the government subsidizes approximately USD $340 [87] of healthcare associated with opportunistic infections of symptomatic AIDS patients (those that are in the treatment-eligible stage or potentially on ART (but experienced treatment failure) in our model). Its total yearly spending is calculated as the product of the two with 3% value discounting.
g. Each year, the government subsidizes approximately USD $16 [87] of herbal treatment for each symptomatic AIDS patient (treatment-eligible patients and patients on ART). Its total yearly spending is calculated as the product of the two with and without value discounting.
h. Each HIV asymptomatic patients are CD4 tested twice a year [80,82], the governmental investment on each individual HIV patients is USD$42 × 2 = USD$84. This amount is multiplied by the total number of asymptomatic patients and then summed with the cost of one-off diagnosis testing of newly infected cases to result in the total governmental investment in this specific target group.
i. Each HIV-infected patient yet to receive ART will receive CD4 testing twice each year [80,82]. Treatment of opportunistic infections and Chinese herbal treatment for AIDS are also covered or subsidized by the government [87].
Each patient on ART will receive 1 viral test and 4 CD4 tests each year [79-82]. In addition to government-subsidized treatment for opportunistic infections and herbal treatment for AIDS, they also receive ART on governmental expenses [85].
Figure 2Results of epidemiological model with IDU population size scaling factor 2.5 times the registered number of IDUs. (a) Extracted published prevalence data [9] and model-based estimates of HIV prevalence among IDUs in Yunnan with and without NSPs; (b) model-based estimates of HIV incidence among IDUs in Yunnan with and without NSPs; (c) Estimated cumulative number of HIV infections averted due to NSPs; (d) Estimated cumulative number of AIDS deaths, people on ART, and people in treatment-eligible stage averted due to NSPs.
Figure 3Results of epidemiological model with IDU population size scaling factor 4.0 times the registered number of IDUs. (a) Extracted published prevalence data [9] and model-based estimates of HIV prevalence among IDUs in Yunnan with and without NSPs; (b) model-based estimates of HIV incidence among IDUs in Yunnan with and without NSPs; (c) Estimated cumulative number of HIV infections averted due to NSPs; (d) Estimated cumulative number of AIDS deaths, people on ART, and people in treatment-eligible stage averted due to NSPs.