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. Author manuscript; available in PMC: 2012 Jan 1.
Published in final edited form as: J Acquir Immune Defic Syndr. 2011 Jan 1;56(1):26–35. doi: 10.1097/QAI.0b013e3181fb8f24

Table 1.

Model input parameters.

Variable Base Case
Value (SD)
Range Examined Reference
Baseline cohort characteristics
   HIV prevalence (%)
     Asymptomatic, chronic HIV+ 11.4 2.6–17.6% 39
     Symptomatic, chronic HIV+ 5.2 1.2–8.0% 39
     Acute, primary HIV infection 0.3 0.05–0.4% Assumption
     Total 16.9 3.9–26.0% 5, 29
   Annual HIV incidence (%) 1.3 0.4–1.6% 5, 29
   Age, mean years ± SD 32.8 ± 9.2 18
   Male subjects (%) 54.6 18
HIV testing protocols
   Average background HIV test frequency Every 10 years 0–10 years, detection by OD 39
   Sensitivity* (%) 99.6 37
   Specificity* (%) 98.0 37
   Test acceptance rate (%) 48.6 20–100 32
   Rate of HIV-infected return for test results and linkage to care (%) 46.8 20–100 39
   Distribution of initial CD4, mean cells/µl (SD)
     Acute, primary HIV infection 534 (164) 10
     Chronic HIV infection 288 (331) 288–320 39
   HIV RNA distribution (%) 35
     >100,000 copies/ml 42.5 0–100
     30,001 – 100,000 copies/ml 28.3 0–100
     10,001 – 30,000 copies/ml 17.9 0–100
     3,001 – 10,000 copies/ml 7.8 0–100
     501 – 3,000 copies/ml 2.3 0–100
     <500 copies/ml 1.2 0–100
Natural history of disease
   Mean monthly CD4 cell decline by HIV RNA level (cells/µl) 17
     >30,001 – 100,000 copies/ml 6.4
     10,001 – 30,000 copies/ml 5.4
     3,001 – 10,000 copies/ml 4.6
     501 – 3,000 copies/ml 3.7
     <500 copies/ml 3.0
   Percent monthly risk of severe opportunistic diseases§ (%) 18
     Bacterial 0.08–0.71
     Fungal 0.02–2.22
     Tuberculosis 0.21–1.96
     Toxoplasmosis 0.00–0.06
     Non-tuberculous mycobacteriosis 0.00–0.30
     Pneumocystis jiroveci pneumonia 0.00–0.12
     Other WHO stage 4-defining diseases 0.25–2.57
   Percent monthly risk of mild opportunistic diseases (%) 18
     Fungal 0.59–3.51
     Other 2.51–3.10
Efficacy of co-trimoxazole (% reduction in probability of infection)
     Severe bacterial 49.8 30, 38
     Mild fungal infections −46.4 30, 38
     Toxoplasmosis 83.3 30, 38
     Pneumocystis jiroveci pneumonia 97.3 42
     Other WHO stage 4-defining diseases 17.9 30
Efficacy of ART (% patients with HIV RNA suppression, CD4 increase at 48 weeks)
   First line (NNRTI + 2 NRTIs) 75%, 168 cells/µl 42%–84% 22, 23
   Second line (PI + 2 recycled NRTIs) 75%, 168 cells/µl 35%–71% 22, 23
Stigma (quality of life decrement)
   Test-associated stigma 0.08 0.00–1.00 27
   Diagnosis-associated stigma 0.07 0.00–1.00 28
Discount Rate 3% 0%–3% 14
Costs (2006 US$)
   HIV testing
     Rapid HIV test 1.20 1–10 times base case 32
     Confirmatory rapid test 1.78 1–10 times base case 32
     Pre-test counseling 3.51 1–10 times base case 32
   HIV care
     Co-trimoxazole prophylaxis (monthly) 1.02 34
     First-line ART (monthly) 18 36
     Second-line ART (monthly) 49 36
     Minor drug toxicity 11 18, 33, 34
     Major drug toxicity 1,548 18, 33, 34
     Routine care (range by CD4, monthly) 9.85–129.41 1–10 times base case 18, 31, 33
     Inpatient hospital care, per day 221.14 1–10 times base case 33
     Outpatient hospital care, per visit 11 1–10 times base case 33
     CD4 count test 9 1–10 times base case 34
     HIV RNA test 47 1–10 times base case 34

SD: Standard deviation; OD: Opportunistic disease; WHO: World Health Organization;

ART: Antiretroviral therapy; NNRTI: non-nucleoside reverse transcriptase inhibitor;

NRTI: nucleoside reverse transcriptase inhibitor; PI: protease inhibitor

*

Sensitivity and specificity refer to the characteristics of a single rapid test, not the confirmatory process; test specificity is assumed to be zero during the acute infection window period (approximately 2 months)

Starting CD4 cell count for incident cases

Starting CD4 cell count, on average, for prevalent cases

§

Range indicated by CD4 count; details on risk by CD4 stratum are provided in the technical appendix.

The percent monthly risk of mild fungal infections is increased by 46.4% in the presence of co-trimoxazole.30

Quality of life decrement reduces quality of life on a 0.00–1.00 scale where 1.00 represents perfect health and 0.00 represents death. By intentionally limiting quality of life decrements to these two forms of stigma (and assuming all other health states are “perfect” = 1.00), we bias results against HIV screening.