Evidence map›Paper›PMID 41231524›Full record

ArticleJMIR human factors2025

Family Caregivers' Perspectives on the Potential of Drone-Based Medication Delivery in Palliative Home Care: Qualitative Focus Group Study.

Franziska Fink, Sabrina Claudia Otto, Martin Grünthal, Anne Lehmann, Patrick Jahn

Abstract read
In one paragraph

Article in JMIR human factors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Franziska FinkTranslation Region for Digitalized Healthcare, Department of Internal Medicine, Faculty of Medicine, Martin Luther University Halle-Wittenberg, Magdeburger Straße 12, Halle, 06112, Germany, 0049 345 557 6586.ORCID 0000-0001-5143-8844
Sabrina Claudia OttoPsychiatric Center Nordbaden, Clinic for Forensic Psychiatry and Psychotherapy, Heidelberger Str. 1, Wiesloch, 69168, Germany.ORCID 0009-0006-2782-6269
Martin GrünthalPharmacy at the Bauhaus, Gropiusallee 50, Dessau-Roßlau, 06846, Germany.ORCID 0009-0000-8330-8032
Anne LehmannTranslation Region for Digitalized Healthcare, Department of Internal Medicine, Faculty of Medicine, Martin Luther University Halle-Wittenberg, Magdeburger Straße 12, Halle, 06112, Germany, 0049 345 557 6586.ORCID 0000-0002-8670-7677
Patrick JahnTranslation Region for Digitalized Healthcare, Department of Internal Medicine, Faculty of Medicine, Martin Luther University Halle-Wittenberg, Magdeburger Straße 12, Halle, 06112, Germany, 0049 345 557 6586.ORCID 0000-0002-1533-6717

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Palliative care supports individuals with incurable, life-threatening illnesses, focusing on symptom management and quality of life. Access to timely care, including essential medications, is often limited, particularly in rural areas, leading to gaps in home-based care. Digital health technologies, including drone-based delivery systems, have the potential to address such logistical challenges. For these technologies to be effective, they must be adapted to the specific needs of patients and caregivers, which often differ from general health care contexts, especially in remote areas. Objective: This study aimed to identify user needs and requirements for a drone-based medication delivery system designed to supplement traditional courier services in palliative care. The study also sought to explore practical considerations for integrating drones into home-based care workflows, with the goal of informing both technical design and clinical applicability. Methods: We conducted 1 focus group (FG) and 4 semistructured individual interviews with family caregivers involved in home-based palliative care. Participants were recruited via local palliative care services in rural regions. The discussions focused on experiences with palliative care, medication logistics, needs, expectations, and concerns regarding drone-assisted delivery. Interviews and the FG were audio-recorded, transcribed, and analyzed using structured qualitative content analysis. Results: A total of 10 caregivers participated (mean age 68.6, SD 12.3 years) in this study. Six participants took part in the FG and 4 participants were part of individually conducted interviews. Caregivers frequently reported long travel distances to obtain medications, sometimes leaving patients unattended and noting medication shortages, especially in the afternoons and on weekends. Participants highlighted the potential of drones to supplement existing courier services during periods of high demand. At the same time, caregivers expressed concerns about limited technical skills, particularly regarding mobile apps for ordering deliveries, and emphasized the need for simple, user-friendly systems. . Conclusions: These findings reveal logistical gaps in palliative care medication supply and design requirements for drone-based delivery systems. There is a clear demand for faster, more reliable access to essential medication, especially during evenings and weekends. Whether drone-assisted delivery can reduce hospitalizations and support patients' wishes to remain at home warrants further research. Specialized outpatient palliative care teams are central to eHealth adoption, providing technical guidance, emotional support, and confidence in using new technologies. Their involvement in communication and training is critical. Strengthening digital health literacy requires individual training and structural adjustments to meet the needs of older caregivers and those with limited digital affinity. Concerns about losing personal interaction remain significant; digital tools should complement, not replace, face-to-face care. Timely medication access could reduce caregiver stress and improve quality of life by supporting symptom control at home. To foster acceptance, caregivers need hands-on experience. Future studies should test drone delivery in real-world settings, addressing technological, psychological, and social factors.

Indexed as

CaregiversDrug Delivery SystemsHome Care ServicesPalliative CareAdultAgedFemaleFocus GroupsHumansMaleMiddle AgedQualitative Researchdrone-based medication deliveryeHealthfamily caregiverspalliative careSOPCspecialized outpatient palliative caretechnology acceptance

Identifiers

PMID41231524
PMCPMC12614115

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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.