Evidence map›Paper›PMID 41403554›Full record

ArticleJournal of family medicine and primary care2025

Leveraging drone technology in health systems strengthening: A cost-effectiveness analysis from Northeast India.

Prakamya Gupta, Ragini Bhatia, Ranjan Kumar Choudhury, Atul Kotwal

Abstract read
In one paragraph

Article in Journal of family medicine and primary care, 2025. 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

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5 · Who and what money

Authors and funding

4 authors.

Prakamya GuptaDivision of Healthcare Technology, National Health Systems Resource Center, New Delhi, India.
Ragini BhatiaDivision of Healthcare Technology, National Health Systems Resource Center, New Delhi, India.
Ranjan Kumar ChoudhuryDivision of Healthcare Technology, National Health Systems Resource Center, New Delhi, India.
Atul KotwalExecutive Director, National Health Systems Resource Center, New Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Unmanned aerial vehicles (UAVs) or drones have the potential to revolutionize healthcare logistics last-mile delivery. The use of drone technology in healthcare is relatively a new domain with a few sites undertaking pilot trials resulting in a lack of data for analysis, particularly in the healthcare sector. The present study aims to explore the longitudinal analysis and cost-effectiveness assessment of the implementation of drone technology in the public healthcare system. Methods: Retrospective data from December 2022 to January 2024 were obtained from the World Bank sponsored Meghalaya Drone Delivery Network under the Meghalaya Health Systems Strengthening Project. An economic evaluation of the drones versus vehicle transportation of medical logistics from hub to spoke was conducted. Carbon emissions from vehicles and drones for transportation were also compared. Results: A total of 214 flights were conducted, transporting 199·05 kg of payload to 11 spoke sites (primary healthcare centers) during 7 months period. The average cost by road transportation for one round trip was INR 2902 (US$ 34·80), whereas by drone, it was INR 3743 (US$ 44·87). The Incremental Cost-Effectiveness Ratio (ICER) for drone transportation is INR 12 (US$ 0·14) per Disability Adjusted Life Years (DALY) averted as compared to vehicle transportation of medical logistics. The healthcare facility with drone services was able to avert 106 DALYs compared to 36 DALYs per month by the healthcare facility with a conventional mode of transportation. The drone services would require an additional INR 56 (US$ 0·67) to save 1 minute to transport medical logistics. The CO Conclusion: Drone technology in healthcare complements the existing supply chain routes and is a value addition for saving lives in unforeseen medical emergencies. Further trials are required for firming up use cases to understand the challenges associated.

Indexed as

Carbon emissioncost-effectivenessdroneshealthcareIndiaMeghalaya

Identifiers

PMID41403554
PMCPMC12704948

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LicenceCC BY-NC-SA
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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.