Evidence map›Paper›PMID 42329559›Full record

ArticleEuropean geriatric medicine2026

User requirements for an emotion-intelligent autonomous care robot in long-term care.

Marije Harmsen, Esmee Adam, Ellen Ricke, Hanneke J A Smaling

Abstract read
In one paragraph

Article in European geriatric medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Marije HarmsenDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands. m.harmsen@lumc.nl.ORCID http://orcid.org/0009-0003-5438-9541
Esmee AdamDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.ORCID http://orcid.org/0000-0001-6489-8954
Ellen RickeDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.ORCID http://orcid.org/0000-0003-3781-0739
Hanneke J A SmalingDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.ORCID http://orcid.org/0000-0002-7836-431X

Funding

Provincie Noord-Brabant STIM-00116
6 · The paper itself

Abstract

aimTo identify user requirements and stakeholders perspectives for the development and implementation of an autonomous emotion-intelligent robot in long-term care.

findingsThe to-be-developed emotion-intelligent robot must meet the user requirements regarding prerequisites, functional capabilities, and physical appearance to enhance acceptance in long-term care. While the emotion-intelligent robot was seen as promising for companionship and for providing structure to care recipients, concerns about loss of personalized 'warm' care and reliability underscore the need for targeted education and phased implementation. MESSAGE: Autonomous emotion-intelligent robots may add value to daily long-term care practice for geriatric clinicians by complementing human care through enhanced independence, companionship, and person-centered support, provided successful adoption is ensured through attention to user requirements, ethical considerations, and clear communication, education, and phased integration strategies. PURPOSE: Growing care demands in long-term care (LTC), driven by aging populations and staff shortages, challenge the delivery of person‑centered care. Autonomous emotion intelligent (EI) robots, socially assistive robots that independently perform tasks and make context-aware decisions tailored to user needs, may address these challenges by supporting daily care. This study identified key user requirements for the development and future implementation of an EI robot in LTC, exploring expectations of care recipients, family caregivers, and healthcare professionals.

methodsA qualitative design with 13 focus groups and 20 interviews was employed. Data were collected in two iterative rounds. Thematic analysis was used for the analysis.

resultsParticipants were 4 people with dementia (mean age: 83.0 years), 7 people with intellectual disabilities (mean age: 32.9 years), 14 family caregivers (mean age: 63.3 years), and 32 HCPs (mean age: 38.6 years). The user requirements were clustered into three themes: (1) prerequisites (e.g., robustness, ease-of-use), (2) functional requirements (e.g., provide companionship, stimulate independence), and (3) physical appearance (e.g., user-specific customization, simple interface). Participants generally viewed the EI robot positively for its potential to provide companionship and structure to care recipients, but raised concerns about loss of 'warm' human care and its reliability. Participants indicated that successful implementation would require clear communication, targeted education, and a structured, step-by-step rollout.

conclusionOur findings highlight a core tension between the desire for autonomy-enhancing support and concerns about relational quality, trustworthiness, and ethical boundaries. Addressing this tension will be essential for responsible development and implementation of autonomous EI robots in LTC.

Indexed as

EmotionsLong-Term CareRoboticsAdultAgedAged, 80 and overAutonomous RobotsCaregiversFemaleHumansMaleMiddle AgedPatient-Centered CareDementiaEmotion intelligenceIntellectual disabilityLong-term careRobotUser requirements

Identifiers

PMID42329559
PMCPMC13562261

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.