Observational studyClinical interventions in aging2018
A novel pain assessment tool incorporating automated facial analysis: interrater reliability in advanced dementia.
Observational study in Clinical interventions in aging, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 26 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.
Psychometric Evaluation of the Electronic Pain Assessment Tool PainChek® Adult in Nursing Homes in the United States
Research on Delirium Recognition in Neurocritical Patients Based on Facial Expression Behavior Patterns
Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Association between pain and behavioral and psychological symptoms of dementia (BPSD) in older adults with dementia: a systematic review and meta-analysis.BMC geriatrics · 2025Pooled it
- Pain assessment tools in adults with communication disorders: systematic review and meta-analysis.BMC neurology · 2024Pooled it
- Digital Approaches to Pain Assessment Across Older Adults: A Scoping Review.Healthcare (Basel, Switzerland) · 2026Review
- Pain in people with dementia is a significant contributor to increased professional caregiver burden: results of an observation study.Frontiers in pain research (Lausanne, Switzerland) · 2026Article
- The story of pain in people with dementia: a rationale for digital measures.BMC medicine · 2025Article
- Evaluation of the psychometric properties of PainChek in older general hospital patients with dementia.Age and ageing · 2025Article
- Exploring emotion recognition in patients with mild cognitive impairment and Alzheimer's dementia undergoing a rehabilitation programPloS one · 2025Article
- Availability of Observational Pain Assessment Tools in Hospitalized Patients with Osteoporotic Vertebral Fractures.Medicina (Kaunas, Lithuania) · 2024Observational
- Pain prevalence, intensity, and association with neuropsychiatric symptoms of dementia in immigrant and non-immigrant aged care residents in Australia.Scientific reports · 2024Article
- Positive Emotional Responses to Socially Assistive Robots in People With Dementia: Pilot Study.JMIR aging · 2024Article
- Pain in the Context of Virtual Neuropsychological Assessment of Older Adults.Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists · 2024Article
- Behaviours and psychological symptoms of childhood dementia: two cases of psychosocial interventions.Palliative care and social practice · 2024Article
- Technology-guided assessment of vocalisations and their diagnostic value as pain indicators for people living with dementia.Age and ageing · 2023Article
- Article
- Could negative behaviors by patients with dementia be positive communication? Seeking ways to understand and interpret their nonverbal communication.Nursing forum · 2022Article
- Article
- Nursing procedures for advanced dementia: Traditional techniques versus autonomous robotic applications (Review).Experimental and therapeutic medicine · 2022Review
- Automatic Coding of Facial Expressions of Pain: Are We There Yet?Pain research & management · 2022Article
- Faces of Pain in Dementia: Learnings From a Real-World Study Using a Technology-Enabled Pain Assessment Tool.Frontiers in pain research (Lausanne, Switzerland) · 2022Article
- Pain Assessment for Individuals with Advanced Dementia in Care Homes: A Systematic Review.Geriatrics (Basel, Switzerland) · 2021Review
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesRegardless of its severity, dementia does not negate the experience of pain. Rather, dementia hinders self-reporting mechanisms in affected individuals because they lose the ability to do so. The primary aim of this study was to examine the interrater reliability of the electronic Pain Assessment Tool (ePAT) among raters when assessing pain in residents with moderate-to-severe dementia. Secondly, it sought to examine the relationship between total instrument scores and facial scores, as determined by automated facial expression analysis. STUDY
designA 2-week observational study.
settingAn accredited, high-care, and dementia-specific residential aged care facility in Perth, Western Australia.
participantsSubjects were 10 residents (age range: 63.1-84.4 years old) predominantly with severe dementia (Dementia Severity Rating Scale score: 46.3±8.4) rated for pain by 11 aged care staff. Raters (female: 82%; mean age: 44.1±12.6 years) consisted of one clinical nurse, four registered nurses, five enrolled nurses, and one care worker. MEASUREMENTS: ePAT measured pain using automated detection of facial action codes and recordings of pain behaviors.
resultsA total of 76 assessments (rest =38 [n=19 pairs], movement =38 [n=19 pairs]) were conducted. At rest, raters' agreement was excellent on overall total scores (coefficient of concordance =0.92 [95% CI: 0.85-0.96]) and broad category scores (κ=1.0). Agreement was moderate (κ=0.59) on categorical scores upon movement, while it was exact in 68.4% of the cases. Agreement in actual pain category scores gave κ
conclusionsePAT, which combines automated facial expression analysis and clinical behavioral indicators in a single observational pain assessment tool, demonstrates good reliability properties, which supports its appropriateness for use in residents with advanced dementia.
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.