Evidence map›Paper›PMID 42607100›Full record

ArticlePloS one2026

Burden of catastrophic costs, income inequalities and associated factors in Guatemala: First national tuberculosis costs survey, 2023.

Hibeb Alejandra Silvestre Tuch, Maritza Samayoa-Peláez, Belkys Asuncion Marcelino Martinez, Ernesto Montoro, Pedro Avedillo, Barbara Reis-Santos

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hibeb Alejandra Silvestre TuchTuberculosis Program, Ministry of Health and Social Assistance of Guatemala, Guatemala City, Guatemala.
Maritza Samayoa-PeláezTuberculosis Program, Ministry of Health and Social Assistance of Guatemala, Guatemala City, Guatemala.
Belkys Asuncion Marcelino MartinezPan American Health Organization, Washington D. C., United States of America.
Ernesto MontoroPan American Health Organization, Washington D. C., United States of America.
Pedro AvedilloPan American Health Organization, Washington D. C., United States of America.
Barbara Reis-SantosAutonomous researcher, São Paulo, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-6952-0352

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo estimate the prevalence of catastrophic costs incurred by households of people with tuberculosis (TB) in Guatemala, and to assess the potential wealth inequalities and the associated factors with the catastrophic costs, social consequences and coping strategies.

methodsA national representative survey, employing a clustered sampling based on health facilities, was conducted in 2023. The participants were people with TB and the data was collected by trained professionals using a standardized questionnaire. Catastrophic costs were defined as costs incurred by TB treatment that exceeds 20% of annual household income. We estimated the burden of catastrophic costs, social consequences and coping strategies. The primary analysis encompassed the output approach, while sensitivity analyses were conducted with the human capital approach and income loss adjustments. The associations were assessed using Poisson regression models with robust variance.

resultsThe First Guatemala National Tuberculosis Costs Survey had 530 participants enrolled in 42 clusters. The estimated catastrophic costs incurred by people with TB, through the output approach, was 36% (95% CI 29% - 43%). The prevalence among the poorest wealth quintile was 66%, while among the richest it was 50%, throughout the output approach adjusted for income loss (sensitivity analysis). Catastrophic costs were twice as high for 15-44-years old, but lower for people in the South West (PR 0.72; 95% CI 0.55-0.94), those in five-plus-person households (PR 0.73; 95% CI 0.57-0.93), and those treated in primary/secondary facilities (PR 0.69; 95% CI 0.49-0.97). Social effects were related with sociodemographic characteristics and catastrophic costs (PR 1.21; 95% CI 1.09-1.34). Coping strategies were associated with sociodemographic factors, presence of social support (PR 1.11; 95% CI 1.01-1.22), and TB type (PR 1.16; 95% CI 1.01-1.33).

conclusionIn Guatemala, catastrophic costs were identified as a burden characterized by inequities, posing a challenge to the country in achieving zero to this indicator. However, the analyses revealed pathways that could be prioritized when formulating policies to effectively address this issue.

Indexed as

Cost of IllnessIncomeTuberculosisAdolescentAdultFemaleGuatemalaHumansMaleMiddle AgedSocioeconomic Disparities in HealthSocioeconomic FactorsSurveys and QuestionnairesYoung Adult

Identifiers

PMID42607100
PMCPMC13480651

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.