Browsing by Author "Regensberg, Leon"
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- ItemOpen AccessEarly and late direct costs in a Southern African antiretroviral treatment programme: a retrospective cohort analysis(Public Library of Science, 2009) Leisegang, Rory; Cleary, Susan; Hislop, Michael; Davidse, Alistair; Regensberg, Leon; Little, Francesca; Maartens, GaryGary Maartens and colleagues describe the direct heath care costs and identify the drivers of cost over time in an HIV managed care program in Southern Africa.
- ItemOpen AccessImproving the evidence base of Markov models used to estimate the costs of scaling up antiretroviral programmes in resource-limited settings(BioMed Central Ltd, 2010) Leisegang, Rory; Maartens, Gary; Hislop, Michael; Regensberg, Leon; Cleary, SusanBACKGROUND: Despite concerns about affordability and sustainability, many models of the lifetime costs of antiretroviral therapy (ART) used in resource limited settings are based on data from small research cohorts, together with pragmatic assumptions about life-expectancy. This paper revisits these modelling assumptions in order to provide input to future attempts to model the lifetime costs and the costs of scaling up ART. METHODS: We analysed the determinants of costs and outcomes in patients receiving ART in line with standard World Health Organization (WHO) guidelines for resource poor settings in a private sector managed ART programme in South Africa. The cohort included over 5,000 patients with up to 4 years (median 19 months) on ART. Generalized linear and Cox proportional hazards regression models were used to establish cost and outcome determinants respectively. RESULTS: The key variables associated with changes in mean monthly costs were: being on the second line regimen; receiving ART from 4 months prior to 4 months post treatment initiation; having a recent or current CD4 count <50 cells/uL or 50-199 cells/ul; having mean ART adherence <75% as determined by monthly pharmacy refill data; and having a current or recent viral load >100,000 copies/mL. In terms of the likelihood of dying, the key variables were: baseline CD4 count<50 cells/ul (particularly during the first 4 months on treatment); current CD4 count <50 cells/ul and 50-199 cells/ul (particularly during later periods on treatment); and being on the second line regimen. Being poorly adherent and having an unsuppressed viral load was also associated with a higher likelihood of dying. CONCLUSIONS: While there are many unknowns associated with modelling the resources needed to scale-up ART, our analysis has suggested a number of key variables which can be used to improve the state of the art of modelling ART. While the magnitude of the effects associated with these variables would be likely to differ in other settings, the variables influencing costs and survival are likely to be generalizable. This is of direct relevance to those concerned about assessing the long-term costs and sustainability of expanded access to ART.
- ItemOpen AccessPharmacy refill adherence compared with CD4 count changes for monitoring HIV-infected adults on antiretroviral therapy(Public Library of Science, 2008) Bisson, Gregory P; Gross, Robert; Bellamy, Scarlett; Chittams, Jesse; Hislop, Michael; Regensberg, Leon; Frank, Ian; Maartens, Gary; Nachega, Jean BAnalyzing pharmacy and laboratory records from 1,982 patients beginning HIV therapy in southern Africa, Gregory Bisson and colleagues find medication adherence superior to CD4 count changes in identifying treatment failure.