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HCV Transmission and Tattoo Parlors Is it cost-effective to regulate tattoo parlors to reduce the spread of HCV? At what prevalence level is it cost- effective?
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HCV 3.1% of world infected with HCV –20% of recruits in Egypt Expected to kill more Americans than HIV Transmitted through blood –Transfusions, sex, mother-child, unsterilized medical equipment, injection drug use, … –Most frequently through needle sharing (developed countries) –Transfusion now screened What about tattooing? –Conflicting data.
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Model Compartmental infectious disease model –With costly control Similar to HIV but –HCV more infectious –HCV infection less costly Considers both tattoo and non-tattoo modes of transmission –Not additive
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States 3 health states –S = Susceptibles –A = Acute infection –C = Chronic infection 2 social states –t = visits tattoo parlors –o = doesn’t 6 total states: S o,S t,A o,A t,C o,C t
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Non-tattooed population A, C death rates r AS, r AC, r CS transition rates S death+turning 50 = overall prevalence rate of non-tattoo transmission Time in years Population = age 15-50 SoSo AoAo CoCo ss r AS r AC r CS AA CC
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ss k = flow of people turning 15 g = rate at which people not interested in tattoos = annual rate of getting tattoos
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= P(infection | infected equipment) = P(equipment infected) = ·f( t ) = P(use of equipment on HCV+ person infects equipment) f( t ) = P(use of equipment on HCV+ person) –Typically equipment used 5 times before replaced –f( t ) = (1/5) ∑ i=0..4 1-(1- t ) i
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ss t =(A t +C t )/(S t +A t +C t ) =(A o +A t +C o +C t )/total
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Control Control is sterilization of equipment – = 0 (or close to) Time – = time of regulation –T = planning horizon (15 years in baseline) Discounting (3% in baseline) Outcomes – ( ,T) = total discounted number of sterilizations –I( ,T) = total discounted number of infections
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Cost-effectiveness Cost – = cost of sterilization – = cost infection –Not really accounting for health quality Regulate at time t 2 versus t 1 Benefit/Cost ratio [$]/[$] –BC(t 1,t 2 ) = (I(t 2,T)-I(t 1,T))/(S(t 2,T)-S(t 1,T)) · /
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Base Case
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Uncertainty in
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Is a dynamic model needed?
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Conclusion and Discussion Regulating tattoo parlors is cheap and cost- effective Doesn’t capture averted secondary infections beyond horizon More tattoos ( ) may decrease BC Dynamic model crucial to capturing secondary infections Would an age structured model make sense? What about HIV?
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Next Time Network models: the effect of reducing concurrency on HIV transmission…
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