ArticleFrontiers in psychiatry2021
Do Words Matter? Detecting Social Isolation and Loneliness in Older Adults Using Natural Language Processing.
Article in Frontiers in psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 42 citations in OpenAlex.
- Sensor-Based Technologies for the Detection of Unwanted Loneliness in Older Adults: A Systematic Review.Sensors (Basel, Switzerland) · 2026Pooled it
- From verbal fluency to naturalistic speech: a scoping review of language correlates of loneliness and social isolation in older adults.Frontiers in aging neuroscience · 2026Pooled it
- AI-Based Measurement Tools for Intrinsic Capacity in Older Adults: Scoping Review.Journal of medical Internet research · 2026Article
- Development of an AI-Enabled Remote Loneliness Assessment System for Older Adults Using Behavioral and Speech Data From IoT Sensors and Smart Speakers.Assessment · 2026Article
- Machine learning in mental health promotion for older adults: a scoping review.BMC geriatrics · 2026Article
- Analysis of social media language reveals the psychological interaction of three successive upheavals.Scientific reports · 2025Article
- Audio and linguistic prediction of objective and subjective cognition in older adults: what is the role of different prompts?Frontiers in psychiatry · 2025Article
- First-person thought is associated with body awareness in daily life.Scientific reports · 2024Article
- Investigating Acoustic and Psycholinguistic Predictors of Cognitive Impairment in Older Adults: Modeling Study.JMIR aging · 2024Article
- Decoding loneliness: Can explainable AI help in understanding language differences in lonely older adults?Psychiatry research · 2024Article
- A More Connected Future: How Social Connection, Interdisciplinary Approaches, and New Technology Will Shape the Affective Science of Loneliness, a Commentary on the Special Issue.Affective science · 2024Review
- How does the human brain process noisy speech in real life? Insights from the second-person neuroscience perspective.Cognitive neurodynamics · 2024Review
- Sensor-Based Assessment of Social Isolation and Loneliness in Older Adults: A Survey.Sensors (Basel, Switzerland) · 2022Review
- Head versus heart: social media reveals differential language of loneliness from depression.Npj mental health research · 2022Article
- Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2022Article
- Automatic Assessment of Loneliness in Older Adults Using Speech Analysis on Responses to Daily Life Questions.Frontiers in psychiatry · 2021Article
- Article
- Citizen science to approach machine learning to society: Detecting loneliness in older adults.Digital healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
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.