Benefit incidence analysis of decentralized Truenat MTB Plus and MTB-RIF Dx compared to hub-and-spoke Xpert MTB/RIF in Mozambique and Tanzania (TB-CAPT CORE trial)
Assebe, L. F.; Bashir, S.; Malhotra, A.; Elisio, D.; Machiana, A.; Lwilla, A.; Hella, J.; Young, N.; Watson, M.; Leukes, V. N.; Penn-Nicholson, A.; Erkosar, B.; Larsson, L.; Kranzer, K.; Dowdy, D.; Denkinger, C. F.; De Allegri, M.
Show abstract
IntroductionTuberculosis (TB) is a major public health threat worldwide and about one-third of cases go undiagnosed or unreported, leading to continued transmission of the disease. While point-of-care diagnostics are crucial to improve case detection, their distributional financial impact remains underexplored. Understanding how the costs and benefits of these tools are distributed across socio-economic groups is critical to ensure equitable access. This study aims to estimate the benefit incidence of implementing Truenat MTB Plus and Truenat MTB-RIF Dx at point-of-care (intervention arm), compared to the hub-and-spoke Cepheid Xpert MTB/RIF ( Xpert ) system or onsite sputum-smear microscopy test (control arm), considering utilisation across the wealth quintiles in Mozambique and Tanzania. MethodsWe conduct a benefit incidence analysis (BIA) using data derived from the TB-CAPT CORE multi-center, cluster randomized controlled trial with a sub-study on patient and provider costs. Our main outcome measure was diagnosis and TB treatment initiation within 7 days of diagnosis. Both patient and health system costs were included in our analysis. We estimated the benefit incidence from health system or societal perspective (combining both patient and health system) for each TB diagnostic strategy reported across wealth quintiles. We constructed concentration curves to visualize the cumulative share of benefit incidence distribution and estimate indices to quantity the magnitude of inequality in benefit for the trial arm and country. ResultThe proportion of people diagnosed with TB and started on treatment was significantly higher among the poorest quintiles (28 patients (25%) in Mozambique and 35 patients (27%) in Tanzania) compared to the least poor quintiles (20 patients (18%) in Mozambique and 15 patients (12%) in Tanzania). A total of 147 individuals in the intervention group initiated TB treatment within 7 days, compared to 95 in the control group. This reflects the intervention arm had more than 1.5 times higher rates of TB treatment initiation compared to control arm. This difference was especially notable in Mozambique. While the societal cost of TB treatment initiation was higher in the intervention arm as compared to the control arm, the public benefit for treatment initiation was more beneficial to poorer populations, with the benefit incidence slightly skewed towards the poor (concentration index of -0.0816 (confidence interval: - 0.0829: - 0.0804)). ConclusionThe decentralized Point-of-care (POC) testing substantially improved TB treatment initiation within 7 days compared to standard care, ensuring that the investment reached those who need it most, particularly the poorest population subgroups. These finding showed a pro-poor distribution of benefit incidence emphasizing the importance of decentralized POC to improve diagnostic access and promote equity.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Modelling the epidemiological and economic impact of digital adherence technologies with differentiated care for tuberculosis treatment in Ethiopia 94%
- Systematic differences in TB treatment outcomes across in Brazil by patient- and area-related factors: an analysis of national disease registry data 94%
- Modelling the cost-effectiveness of essential and advanced critical care for COVID-19 patients in Kenya 94%
Similar papers in this journal
- Higher loss of livelihood and impoverishment in households affected by tuberculosis compared to non-tuberculosis affected households in Zimbabwe: a cross-sectional study 96%
- Evaluating the health impact, health-system costs and cost-effectiveness of using TrueNat on stool samples compared to usual care for the diagnosis of paediatric tuberculosis in primary care settings: a modelling analysis 96%
- Treatment preferences among people at risk of developing tuberculosis: a discrete choice experiment 95%
Similar papers in this journal
- Outcomes of Isoniazid Preventive Therapy among people living with HIV in Kenya: A retrospective study of routine health care data 95%
- A Yield And Cost Comparison Of TB Contact Investigation And Intensified Case Finding In Uganda 95%
- Strategies to resolve the gap in Adolescent Tuberculosis care at four health facilities in Uganda: The TEEN TB pilot project 95%
Similar papers in this journal
- A microplanning strategy to improve door-to-door health service delivery: The case of Seasonal Malaria Chemoprevention in Sub-Saharan African villages 93%
- Mass drug administration campaigns: Comparing two approaches for schistosomiasis and soil-transmitted helminths prevention and control in selected southern Malawi districts 93%
- Reduction in initiations of HIV treatment in South Africa during the COVID pandemic 93%
Similar papers in this journal
- Gridlock from Diagnosis to Treatment of Multidrug Resistant Tuberculosis in Tanzania: Patients Perspectives from the Focus Group Discussion 94%
- Community benefits of mass distribution of three types of dual-active-ingredient long-lasting insecticidal nets against malaria prevalence in Tanzania: evidence from a 3-year cluster-randomized controlled trial 93%
- Modelling cost-effectiveness of tenofovir for prevention of mother to child transmission of hepatitis B virus infection in South Africa 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.