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ArticleDigital health

Feasibility of drone-based sputum sample and medicine transport for tuberculosis diagnosis in Yadadri-Bhuvanagiri District of Telangana, India: A qualitative study.

Bhushan Dattatray Kamble, Kuldeep Nigam, Sumit Aggarwal, Meely Panda, Gayatri Potukuchi, Vidya Ganji, Rashmi Kundapur, Neeraj Agarwal, Vikas Bhatia

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Bhushan Dattatray KambleDepartment of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Bibinagar, Hyderabad, Telangana, India.ORCID https://orcid.org/0000-0001-6300-3418
Kuldeep NigamICMR i-DRONE, Division of Descriptive Research, Indian Council of Medical Research-HQ, New Delhi, India.ORCID https://orcid.org/0000-0003-3113-8857
Sumit AggarwalICMR i-DRONE, Division of Descriptive Research, Indian Council of Medical Research-HQ, New Delhi, India.ORCID https://orcid.org/0000-0002-0652-1611
Meely PandaDepartment of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Bibinagar, Hyderabad, Telangana, India.
Gayatri PotukuchiDepartment of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Bibinagar, Hyderabad, Telangana, India.ORCID https://orcid.org/0009-0006-1816-9703
Vidya GanjiDepartment of Physiology, AIIMS, Bibinagar, Hyderabad, India.
Rashmi KundapurDepartment of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Bibinagar, Hyderabad, Telangana, India.
Neeraj AgarwalDepartment of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Bibinagar, Hyderabad, Telangana, India.
Vikas BhatiaAIIMS Bibinagar, Hyderabad, Telangana, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Delays in transporting sputum samples and medicines from peripheral health centers to diagnostic laboratories are a persistent barrier to timely tuberculosis (TB) diagnosis in rural India. Conventional transport methods are often constrained by poor road connectivity, long travel times, and logistical inefficiencies. Unmanned aerial vehicles/drones have shown promise in bridging such gaps in other low-resource and rural areas, yet there is limited evidence on their feasibility, acceptability, and integration within India's National TB Elimination Programme. Methods: In the present qualitative study, 28 in-depth interviews and 12 focus group discussions with 101 purposively selected stakeholders were conducted to understand the feasibility across the five components: acceptability, demand, practicality, implementation, and integration. Data were thematically analyzed using a feasibility framework. Ethical approval was obtained from the Institutional Ethics Committee (IEC No: AIIMS/BBN/IEC/JULY/2022/164), and written and verbal informed consent was obtained from all participants. Results: Participants highlighted that drones improved acceptability, demand, and integration by reducing travel, enabling timely sputum and medicine delivery, and building community trust. Practicality and implementation were supported by coordination and district authority support, and while stigma, limited payload, weather disruptions, and training gaps were noted, they were viewed as improvable. Peripheral workers were central to community uptake and routine adoption. Conclusion: Drone-based sputum and medicine transport is operationally feasible and acceptable in rural Indian settings, and participants viewed drones as a promising way to reduce sample transport times and improve access to diagnostics, particularly in hard-to-reach areas. Addressing awareness gaps, stigma, operational barriers, and regulatory delays, while embedding drones into existing health systems, could enable sustainable scale-up and strengthen rural diagnostic networks.

Indexed as

drug delivery systemsfeasibility studiesIndiarural health servicesspecimen handlingTuberculosisunmanned aerial vehicles

Identifiers

PMID41567409
PMCPMC12816550

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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.