The Value-of-Information and Value-of-Implementation from Clinical Trials of Diagnostic Tests for HIV-Associated Tuberculosis: A Modeling Analysis.
Pamela P PeiKieran P FitzmauriceMylinh H LeChristopher PanellaMichelle L JonesAnkur PandyaC Robert HorsburghKenneth A FreedbergMilton C WeinsteinA David PaltielKrishna P ReddyPublished in: MDM policy & practice (2023)
In conventional VOI analysis, it is assumed that the optimal decision will always be adopted even without a trial. This can potentially lead to an underestimation of the value of trials when adoption requires new clinical trial evidence. To capture the influence that a trial may have on decision makers' willingness to adopt the optimal decision, we also consider value-of-implementation (VOM), a metric quantifying the benefit of new study information in promoting wider adoption of the optimal strategy. The overall value-of-a-trial (VOT) includes both VOI and VOM.Our model-based analysis suggests that the information obtained from a trial of screening strategies for HIV-associated tuberculosis in South Africa would have no value, when measured using traditional methods of VOI assessment. A novel strategy, which includes the urine FujiLAM test, is optimal from a health economic standpoint but is underutilized. A trial would reduce uncertainties around downstream health outcomes but likely would not change the optimal decision. The high VOT (nearly $700 million over 5 y) lies solely in promoting uptake of FujiLAM, represented as VOM.Our results highlight the importance of employing a more comprehensive approach for evaluating prospective trials, as conventional VOI methods can vastly underestimate their value. Trialists and funders can and should assess the VOT metric instead when considering trial designs and costs. If VOI is low, the VOM and cost of a trial can be compared with the benefits and costs of other outreach programs to determine the most cost-effective way to improve uptake.
Keyphrases
- clinical trial
- phase iii
- phase ii
- study protocol
- healthcare
- open label
- south africa
- hiv positive
- primary care
- randomized controlled trial
- mycobacterium tuberculosis
- hiv aids
- human immunodeficiency virus
- antiretroviral therapy
- hepatitis c virus
- hiv testing
- men who have sex with men
- risk assessment
- quality improvement
- placebo controlled
- adverse drug