ArticleThe Lancet regional health. Southeast Asia2023
Do private providers initiate anti-tuberculosis therapy on the basis of chest radiographs? A standardised patient study in urban India.
Article in The Lancet regional health. Southeast Asia, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 7 citations in OpenAlex.
- Lepromatous Leprosy Mimicking Sarcoidosis With Elevated Serum ACE Levels: A Deceptive Granulomatous Presentation.Cureus · 2026Article
- Spectrum of Functional Abdominal Pain Disorders in Children and Their Clinical, Social Characteristics: A Cross-Sectional Study.JGH open : an open access journal of gastroenterology and hepatology · 2025Article
- Sex-disaggregated patterns in tuberculosis treatment coverage and outcomes among a nationally representative sample of deaths in India: 2019-2022.The Lancet regional health. Southeast Asia · 2024Article
- Pharmacists' Role in Global TB Elimination: Practices, Pitfalls, and Potential.Healthcare (Basel, Switzerland) · 2024Review
- Private Doctors' Perspective towards "Patient First" in TB Diagnostic Cascade, Hisar, India.Diagnostics (Basel, Switzerland) · 2024Article
- Pharmacy engagement in TB prevention and care: not if, but how?BMJ global health · 2023Article
- Use of standardised patients to assess tuberculosis case management by private pharmacies in Patna, India: A repeat cross-sectional study.PLOS global public health · 2023Article
- India is well placed to scale innovations in tuberculosis diagnostics.The Indian journal of medical researchArticle
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Authors and funding
9 authors at 8 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The initiation of anti-tuberculosis treatment (ATT) based on results of WHO-approved microbiological diagnostics is an important marker of quality tuberculosis (TB) care. Evidence suggests that other diagnostic processes leading to treatment initiation may be preferred in high TB incidence settings. This study examines whether private providers start anti-TB therapy on the basis of chest radiography (CXR) and clinical examinations. Methods: This study uses the standardized patient (SP) methodology to generate accurate and unbiased estimates of private sector, primary care provider practice when a patient presents a standardized TB case scenario with an abnormal CXR. Using multivariate log-binomial and linear regressions with standard errors clustered at the provider level, we analyzed 795 SP visits conducted over three data collection waves from 2014 to 2020 in two Indian cities. Data were inverse-probability-weighted based on the study sampling strategy, resulting in city-wave-representative results. Findings: Amongst SPs who presented to a provider with an abnormal CXR, 25% (95% CI: 21-28%) visits resulted in ideal management, defined as the provider prescribing a microbiological test and not offering a concurrent prescription for a corticosteroid or antibiotic (including anti-TB medications). In contrast, 23% (95% CI: 19-26%) of 795 visits were prescribed anti-TB medications. Of 795 visits, 13% (95% CI: 10-16%) resulted in anti-TB treatment prescriptions/dispensation and an order for confirmatory microbiological testing. Interpretation: One in five SPs presenting with abnormal CXR were prescribed ATT by private providers. This study contributes novel insights to empiric treatment prevalence based on CXR abnormality. Further work is needed to understand how providers make trade-offs between existing diagnostic practices, new technologies, profits, clinical outcomes, and the market dynamics with laboratories. Funding: This study was funded by the Bill & Melinda Gates Foundation (grant OPP1091843), and the Knowledge for Change Program at The World Bank.
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