Pre-treatment direct costs for people with tuberculosis during the COVID-19 pandemic in different healthcare settings in Bandung, Indonesia

The tuberculosis (TB) program was massively disrupted due to the COVID-19 pandemic, which may have impacted on an increase in costs for people with TB (PWTB) and their households. We aimed to quantify the pre-treatment out-of-pocket costs and the factors associated with these costs from patients' perspective during the COVID-19 pandemic in Bandung, Indonesia. Adults with pulmonary TB were interviewed using a structured questionnaire for this cross-sectional study recruiting from 7 hospitals, 59 private practitioners, and 10 community health centers (CHCs) between July 2021 to February 2022. Costs in rupiah were converted into US dollars and presented as a median and interquartile range (IQR). Factors associated with costs were identified using quantile regression. A total of 252 participants were recruited. The median total pre-treatment cost was $35.45 (IQR 17.69-67.62). The highest median cost was experienced by participants from private hospitals ($54.51, IQR 29.48-98.47). The rapid antigen and PCR for SARS-CoV-2 emerged as additional medical costs among 26% of participants recruited in private hospitals. Visiting ≥ 6 providers before diagnosis ($38.40 versus $26.20, p < 0.001), presenting first at a private hospital ($50.68, p < 0.05) and private practitioners ($34.97, p < 0.05), and being diagnosed in the private health sector ($39.98 versus $20.30, p < 0.05) were significantly associated with higher pre-treatment costs. PWTB experienced substantial out-of-pocket costs in the process of diagnosis during the COVID-19 pandemic despite free TB diagnosis and treatment. Early detection and identification play an important role in reducing pre-diagnostic TB costs.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2025-04-01
DOI
https://doi.org/10.1371/journal.pone.0320401
Citations
1
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
Field-Weighted Citation Impact
1.40

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pre-treatment direct costs for people with tuberculosis during the COVID-19 pandemic in different healthcare settings in Bandung, Indonesia

Bony Wiem Lestari, Nathaly Aguilera Vasquez, Madhukar Pai, Auliya Ramanda Fikri et al.
1 citations
PLoS ONE
Tuberculosis Research and Epidemiology
1.40
article

Pre-treatment direct costs for people with tuberculosis during the COVID-19 pandemic in different healthcare settings in Bandung, Indonesia

Bony Wiem Lestari, Nathaly Aguilera Vasquez, Madhukar Pai, Auliya Ramanda Fikri, Angelina Sassi, Benjamin Daniels, Bachti Alisjahbana, Charity Oga‐Omenka, Jishnu Das, Eka Saptiningrum, Lavanya Huria, Susan McAllister
article en
1 citations

Abstract

The tuberculosis (TB) program was massively disrupted due to the COVID-19 pandemic, which may have impacted on an increase in costs for people with TB (PWTB) and their households. We aimed to quantify the pre-treatment out-of-pocket costs and the factors associated with these costs from patients' perspective during the COVID-19 pandemic in Bandung, Indonesia. Adults with pulmonary TB were interviewed using a structured questionnaire for this cross-sectional study recruiting from 7 hospitals, 59 private practitioners, and 10 community health centers (CHCs) between July 2021 to February 2022. Costs in rupiah were converted into US dollars and presented as a median and interquartile range (IQR). Factors associated with costs were identified using quantile regression. A total of 252 participants were recruited. The median total pre-treatment cost was $35.45 (IQR 17.69-67.62). The highest median cost was experienced by participants from private hospitals ($54.51, IQR 29.48-98.47). The rapid antigen and PCR for SARS-CoV-2 emerged as additional medical costs among 26% of participants recruited in private hospitals. Visiting ≥ 6 providers before diagnosis ($38.40 versus $26.20, p < 0.001), presenting first at a private hospital ($50.68, p < 0.05) and private practitioners ($34.97, p < 0.05), and being diagnosed in the private health sector ($39.98 versus $20.30, p < 0.05) were significantly associated with higher pre-treatment costs. PWTB experienced substantial out-of-pocket costs in the process of diagnosis during the COVID-19 pandemic despite free TB diagnosis and treatment. Early detection and identification play an important role in reducing pre-diagnostic TB costs.

PLoS ONEVol. 20(4)
Radboud University Nijmegen (NL), University of Waterloo (CA), Georgetown University (US), Radboud University Medical Center (NL), Dr. Hasan Sadikin General Hospital (ID), McGill University (CA), University of Otago (NZ), Padjadjaran University (ID)
Bill and Melinda Gates Foundation
Good health and well-being
Openalex Percentile: Top 22%
Tuberculosis Research and Epidemiology
1.40
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.