ArticleClinical interventions in aging2021
Friends from the Future: A Scoping Review of Research into Robots and Computer Agents to Combat Loneliness in Older People.
Article in Clinical interventions in aging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07223736 (Postpartum Education Via Artificial Intelligence for Recovery and Loneliness), which is not on this map. Cited by 47 papers, 4 of them syntheses that pooled 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.
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.
Postpartum Education Via Artificial Intelligence for Recovery and Loneliness (PEARL): A Randomized Controlled Trial
Who cites it
47 citing papers in PubMed, 4 syntheses or guidelines pooled it, 144 citations in OpenAlex.
- Autonomous conversational agents for loneliness, social isolation, depression, and anxiety in older people without cognitive impairment: Systematic review and meta-analysis.Psychological medicine · 2026Pooled it
- Wired for companionship: a meta-analysis on social robots filling the void of loneliness in later life.The Gerontologist · 2025Pooled it
- Efficacy of relational agents for loneliness across age groups: a systematic review and meta-analysis.BMC public health · 2024Pooled it
- Older Adults' Loneliness, Social Isolation, and Physical Information and Communication Technology in the Era of Ambient Assisted Living: A Systematic Literature Review.Journal of medical Internet research · 2021Pooled it
- Trial
- Effects of Emotional Expressiveness of a Female Digital Human on Loneliness, Stress, Perceived Support, and Closeness Across Genders: Randomized Controlled Trial.Journal of medical Internet research · 2021Trial
- Technology-Assisted Cognitive Support for Older Adults With Mild Cognitive Impairment: Study Protocol for the DHEAL-COM COGNITIVE Quasi-Experimental Pilot Study.JMIR research protocols · 2026Article
- Interaction with AI companions and psychological well-being.Nature human behaviour · 2026Article
- Article
- Review
- Efficacy of artificial agents in loneliness alleviation among older adults: a protocol for a systematic review and meta-analysis.BMJ open · 2026Article
- What constitutes good care in the context of depopulating rural Korea? Perspectives of village care managers amid digital transitions.Innovation in aging · 2026Article
- Data-driven psychophysical methods to diversify SIAs and address bias.Journal on multimodal user interfaces · 2026Article
- Critical Reflection on the Use in Canada of the Canadian Model of Occupational Performance and Engagement.Occupational therapy international · 2026Article
- Promoting healthy aging in a digital world: leveraging technology for enhanced elderly care and wellbeing.Frontiers in aging · 2026Review
- Mysterious cohabitation with socially assistive robots among three underserved groups.Innovation in aging · 2026Article
- Perspectives and Preferences on Developing a Digital Human System for Intrinsic Capacity Monitoring Underpinned by World Health Organization's Integrated Care for Older People Guideline: Qualitative Study.Journal of medical Internet research · 2025Article
- Attitudes of Arab Family Caregivers in Israel Toward Robot-Delivered Care For ADL-Dependent (Activities of Daily Living-Dependent) Older People: Identifying Ethical and Social Issues.Journal of bioethical inquiry · 2025Article
- Using Machine Learning to Identify Social Determinants of Health that Impact Discharge Disposition for Hospitalized Patients.Journal of the American Medical Directors Association · 2025Article
- The Potential of a Robot Presence in Close Relationship to Influence Human Responses to Experimental Pain.Life (Basel, Switzerland) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BACKGROUND AND
aimLoneliness is a common problem in older adults and contributes to poor health. This scoping review aimed to synthesize and report evidence on the effectiveness of interventions using social robots or computer agents to reduce loneliness in older adults and to explore intervention strategies.
methodsThe review adhered to the Arksey and O'Malley process for conducting scoping reviews. The SCOPUS, PUBMED, Web of Science, EMBASE, CINAHL, PsycINFO, ACM Digital Library and IEEE Xplore databases were searched in November, 2020. A two-step selection process identified eligible research. Information was extracted from papers and entered into an Excel coding sheet and summarised. Quality assessments were conducted using the Mixed Methods Appraisal Tool.
resultsTwenty-nine studies were included, of which most were of moderate to high quality. Eighteen were observational and 11 were experimental. Twenty-four used robots, four used computer agents and one study used both. The majority of results showed that robots or computer agents positively impacted at least one loneliness outcome measure. Some unintended negative consequences on social outcomes were reported, such as sadness when the robot was removed. Overall, the interventions helped to combat loneliness by acting as a direct companion (69%), a catalyst for social interaction (41%), facilitating remote communication with others (10%) and reminding users of upcoming social engagements (3%).
conclusionEvidence to date suggests that robots can help combat loneliness in older adults, but there is insufficient research on computer agents. Common strategies for reducing loneliness include direct companionship and enabling social interactions. Future research could investigate other strategies used in human interventions (eg, addressing maladaptive social cognition and improving social skills), and the effects of design features on efficacy. It is recommended that more robust experimental and mixed methods research be conducted, using a combination of validated self-report, observational, and interview measures of loneliness.
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What OpenQuestion holds
Registered trials
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.