Evidence map›Paper›PMID 39777282›Full record

ArticleHealth science reports2025

Assessing the Feasibility of Drone-Mediated Vaccine Delivery: An Exploratory Study.

Sumit Aggarwal, Prakamya Gupta, Sivaraman Balaji, Saurabh Sharma, Ajoy Kanti Ghosh, Simmy, Balram Bhargava, Samiran Panda

Abstract read
In one paragraph

Article in Health science reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Review
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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

8 authors.

Sumit AggarwalDivision of Descriptive Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.ORCID 0000-0002-0652-1611
Prakamya GuptaDivision of Descriptive Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.ORCID https://orcid.org/0000-0002-7251-0355
Sivaraman BalajiDivision of Descriptive Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.ORCID https://orcid.org/0000-0003-3223-7910
Saurabh SharmaDivision of Delivery Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.ORCID https://orcid.org/0000-0001-6744-5846
Ajoy Kanti GhoshDepartment of Aerospace Engineering IIT Kanpur Kanpur Uttar Pradesh India.ORCID https://orcid.org/0009-0005-2483-1188
SimmyDivision of Descriptive Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.ORCID 0000-0003-4655-8176
Balram BhargavaDivision of Descriptive Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.
Samiran PandaDivision of Descriptive Research Indian Council of Medical Research-Headquarters New Delhi Delhi India.ORCID https://orcid.org/0000-0002-5077-6275

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: In the past decade, unmanned aerial systems (UASs), commonly known as drones, have found applications not only in military and agriculture but also in the transportation of medical supplies. Purpose: The present study was conducted to assess the practicality of utilizing drones as a mode for the delivery of vaccines to combat the challenges. Study Design: An exploratory study. Methodology: Due to the COVID-19 pandemic restrictions and paucity of availability of rules and regulations related to drones in India in 2021, this study was conducted as a exploratory study for which number of regulatory approvals are obtained and it involves five drone missions within the premises of the Indian Institute of Technology (IIT), Kanpur, India on a confined airstrip of 3 km Results: The drones demonstrated a maximum flight endurance of 31 min while carrying a payload of up to 4.5 Kg, covering an aerial distance of 17 km at an average speed ranging at 12 m per second. Notably, the vaccine carrier box was able to maintain a recommended temperature of 3°C-4°C throughout the transportation process, and there is no impact of vibration on the physical integrity and leakage of the vaccine vials during flight. Conclusions: These findings signify the potential for the drone-based medical supply deliveries across confined and controlled environment conditions. This study provides the insights that there is no environmental impact such as humidity, temperature, wind etc on the drone and no impact on vibrations on the physical integrity and leakage of the dummy vaccine vials. There were few regulatory barriers that required special approvals from concerned authorities. The study was not designed to assess for cost-effectiveness, also it was conducted in defined geography so all sorties were VLOS. Study has various limitations such as using simulated vaccine vials, regulatory barriers, operational barriers etc. Conducting the study in a controlled environment at IIT Kanpur limits generalizability. In spite of these limitations this study provides valuable insights and may explore a diverse environment that can help in strengthening health services especially in difficult terrains.

Indexed as

COVID‐19dronesimmunizationunmanned aerial vehiclevaccinevaccine delivery

Identifiers

PMID39777282
PMCPMC11705479

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Registered trials

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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.