ArticlePLoS medicine2017
Comparison of two cash transfer strategies to prevent catastrophic costs for poor tuberculosis-affected households in low- and middle-income countries: An economic modelling study.
Article in PLoS medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 2 of them syntheses that pooled it.
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Who cites it
36 citing papers in PubMed, 2 syntheses or guidelines pooled it, 65 citations in OpenAlex.
- A systematic review and meta-analysis of the catastrophic costs incurred by tuberculosis patients.Scientific reports · 2022Pooled it
- Cash interventions to improve clinical outcomes for pulmonary tuberculosis: systematic review and meta-analysis.Bulletin of the World Health Organization · 2018Pooled it
- Why condition cash transfers? A multimethod pilot study evaluating the conditioning of cash transfers for tuberculosis treatment.BMC health services research · 2026Article
- The social determinants of tuberculosis: a case-control study characterising pathways to equitable intervention in Peru.Infectious diseases of poverty · 2025Article
- Effects of conditional cash transfers on tuberculosis incidence and mortality according to race, ethnicity and socioeconomic factors in the 100 Million Brazilian Cohort.Nature medicine · 2025Observational
- Social and health factors associated with unfavourable treatment outcomes in children and adolescents with drug-sensitive tuberculosis in Brazil: a national retrospective cohort study.Lancet regional health. Americas · 2024Article
- Need for operational simplicity and timely disbursal of benefits-a qualitative exploration of the implementation of a direct benefit transfer scheme for persons with tuberculosis in India.Infectious diseases of poverty · 2024Article
- Socio-economic burden of TB and its impact on child contacts in The Gambia.Public health action · 2023Article
- Social protection as a right of people affected by tuberculosis: a scoping review and conceptual framework.Infectious diseases of poverty · 2023Article
- Comparing cross-sectional and longitudinal approaches to tuberculosis patient cost surveys using Nepalese data.Health policy and planning · 2023Article
- Reliability and validity of an innovative high performing healthcare system assessment tool.BMC health services research · 2023Article
- Catastrophic Costs among Tuberculosis-Affected Households in Egypt: Magnitude, Cost Drivers, and Coping Strategies.International journal of environmental research and public health · 2023Article
- Implementation of a methodological protocol for the national survey on tuberculosis catastrophic costs in Brazil.Revista da Sociedade Brasileira de Medicina Tropical · 2023Article
- Advancing Social Protection and Tuberculosis Elimination in India - Beyond Cash Transfers and Towards Addressing Social and Structural Determinants for a Healthier Future; A Response to the Recent Commentaries.International journal of health policy and management · 2023Article
- Closing the Evidence Gap of Cash Transfer for Tuberculosis-Affected Households Comment on "Does Direct Benefit Transfer Improve Outcomes Among People With Tuberculosis? - A Mixed-Methods Study on the Need for a Review of the Cash Transfer Policy in India".International journal of health policy and management · 2023Article
- A qualitative assessment on the acceptability of providing cash transfers and social health insurance for tuberculosis-affected families in Ho Chi Minh City, Vietnam.PLOS global public health · 2023Article
- The economic burden of households affected by tuberculosis in Brazil: First national survey results, 2019-2021.PloS one · 2023Article
- Living with tuberculosis: a qualitative study of patients' experiences with disease and treatment.BMC public health · 2022Article
- Coverage and effectiveness of conditional cash transfer for people with drug resistant tuberculosis in Zimbabwe: A mixed methods study.PLOS global public health · 2022Article
- Interventions aiming to eliminate catastrophic costs due to tuberculosis: a protocol for a systematic review and meta-analysis.Wellcome open research · 2022Article
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Authors and funding
7 authors at 5 institutions in 4 countries.
Funding
Abstract
backgroundIllness-related costs for patients with tuberculosis (TB) ≥20% of pre-illness annual household income predict adverse treatment outcomes and have been termed "catastrophic." Social protection initiatives, including cash transfers, are endorsed to help prevent catastrophic costs. With this aim, cash transfers may either be provided to defray TB-related costs of households with a confirmed TB diagnosis (termed a "TB-specific" approach); or to increase income of households with high TB risk to strengthen their economic resilience (termed a "TB-sensitive" approach). The impact of cash transfers provided with each of these approaches might vary. We undertook an economic modelling study from the patient perspective to compare the potential of these 2 cash transfer approaches to prevent catastrophic costs. METHODS AND
findingsModel inputs for 7 low- and middle-income countries (Brazil, Colombia, Ecuador, Ghana, Mexico, Tanzania, and Yemen) were retrieved by literature review and included countries' mean patient TB-related costs, mean household income, mean cash transfers, and estimated TB-specific and TB-sensitive target populations. Analyses were completed for drug-susceptible (DS) TB-related costs in all 7 out of 7 countries, and additionally for drug-resistant (DR) TB-related costs in 1 of the 7 countries with available data. All cost data were reported in 2013 international dollars ($). The target population for TB-specific cash transfers was poor households with a confirmed TB diagnosis, and for TB-sensitive cash transfers was poor households already targeted by countries' established poverty-reduction cash transfer programme. Cash transfers offered in countries, unrelated to TB, ranged from $217 to $1,091/year/household. Before cash transfers, DS TB-related costs were catastrophic in 6 out of 7 countries. If cash transfers were provided with a TB-specific approach, alone they would be insufficient to prevent DS TB catastrophic costs in 4 out of 6 countries, and when increased enough to prevent DS TB catastrophic costs would require a budget between $3.8 million (95% CI: $3.8 million-$3.8 million) and $75 million (95% CI: $50 million-$100 million) per country. If instead cash transfers were provided with a TB-sensitive approach, alone they would be insufficient to prevent DS TB-related catastrophic costs in any of the 6 countries, and when increased enough to prevent DS TB catastrophic costs would require a budget between $298 million (95% CI: $219 million-$378 million) and $165,367 million (95% CI: $134,085 million-$196,425 million) per country. DR TB-related costs were catastrophic before and after TB-specific or TB-sensitive cash transfers in 1 out of 1 countries. Sensitivity analyses showed our findings to be robust to imputation of missing TB-related cost components, and use of 10% or 30% instead of 20% as the threshold for measuring catastrophic costs. Key limitations were using national average data and not considering other health and social benefits of cash transfers.
conclusionsA TB-sensitive cash transfer approach to increase all poor households' income may have broad benefits by reducing poverty, but is unlikely to be as effective or affordable for preventing TB catastrophic costs as a TB-specific cash transfer approach to defray TB-related costs only in poor households with a confirmed TB diagnosis. Preventing DR TB-related catastrophic costs will require considerable additional investment whether a TB-sensitive or a TB-specific cash transfer approach is used.
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