Evidence map›Paper›PMID 40551204›Full record

ArticleArchives of public health = Archives belges de sante publique2025

Adopting drone technology for blood delivery: a feasibility study to evaluate its efficiency and sustainability.

Pammi Gauba, Anita Nangia, Shalini Bahadur, Sangeeta Pahuja, Shweta Dang, Rambha Pathak, Kiran Agarwal, Sunita Sharma, Deepti Ambalkar, Manoj Jha and 9 more

Abstract read
In one paragraph

Article in Archives of public health = Archives belges de sante publique, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
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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

19 authors.

Pammi Gauba *Jaypee Institute of Information Technology, Noida, India.
Anita Nangia *Lady Hardinge Medical College, New Delhi, India.
Shalini Bahadur *Government Institute of Medical Sciences, Greater Noida, India.
Sangeeta Pahuja *Lady Hardinge Medical College, New Delhi, India.
Shweta DangJaypee Institute of Information Technology, Noida, India.
Rambha PathakGovernment Institute of Medical Sciences, Greater Noida, India.
Kiran AgarwalLady Hardinge Medical College, New Delhi, India.
Sunita SharmaLady Hardinge Medical College, New Delhi, India.
Deepti AmbalkarLady Hardinge Medical College, New Delhi, India.
Manoj JhaLady Hardinge Medical College, New Delhi, India.
Ranju SinghLady Hardinge Medical College, New Delhi, India.
Priyanka VirdiGovernment Institute of Medical Sciences, Greater Noida, India.
Rakesh GuptaGovernment Institute of Medical Sciences, Greater Noida, India.
Shambhavee SinghGovernment Institute of Medical Sciences, Greater Noida, India.
Ravindra PandeyIndian Council of Medical Research (ICMR), Headquarters, New Delhi, India.
Bhuvan AdhlakhaGovernment Institute of Medical Sciences, Greater Noida, India.
Pragati AgarwalIndian Council of Medical Research (ICMR), Headquarters, New Delhi, India.
Kuldeep NigamIndian Council of Medical Research (ICMR), Headquarters, New Delhi, India.
Sumit Aggarwal *Indian Council of Medical Research (ICMR), Headquarters, New Delhi, India. drsumiticmr@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding what drives effective implementation is the key to making more sustainable developments. Blood and its components are critical for life-saving transfusions, however, their availability at the point of care is often limited. Moreover, the logistical challenges associated with blood product transport are substantial and maintaining the cold chain throughout the supply route is crucial to sustain their functional integrity as the temperature fluctuations can compromise its oxygen-carrying capacity. Furthermore, factors such as unpredictable demand, remote geographical locations, and extreme climatic conditions can further compound these difficulties. With India's diverse and distinct topographical variations and geographical spread, last-mile service deliveries of healthcare supplies face multiple challenges. Unmanned Aerial Vehicles (UAVs) or drones are emerging technologies with the potential to leapfrog the last mile logistics solution for transporting medical supplies thus, strengthening the overall healthcare system.

methodsThis study investigates the impact of drone-based delivery on the quality and stability of blood components, relative to conventional transport methods along with the operational challenges associated with implementing a drone-based blood delivery system. To achieve these objectives, the EPIS (Exploration, Preparation, Implementation, Sustainment) framework was adopted, which facilitates a systematic approach to this complex implementation process. The drone-related technical and logistic challenges encountered during the study were also identified.

resultsThe study documents the challenges experienced by the study team during the drone-based delivery of blood while maintaining the biochemical parameters of blood components. During the drone based transportation the temperature, integrity of blood cells, and other parameters were maintained, while slight changes in few parameters were observed via both transportation modes. In this study the drone travelled around 36 km in 8 min, while van took around 55 min to cover the same distance.

conclusionsThe present study was done to assess the impact of drone-based delivery on the blood components after the transportation and their comparison to conventional modes of transportation, also, to lay foundation for the successful and sustainable drone-based blood delivery programs. This study suggests that the blood and its components can be transported safely by drone following standard guidelines, which could be helpful particularly in determining blood in emergency situation and difficult terrains.

Indexed as

BloodBlood componentsDronesEmergencyImplementationTransportation

Identifiers

PMID40551204
PMCPMC12183833

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.