Evidence map›Paper›PMID 38401025›Full record

ArticleDrugs & aging2024

The Difficulties of Managing Pain in People Living with Frailty: The Potential for Digital Phenotyping.

Jemima T Collins, David A Walsh, John R F Gladman, Monica Patrascu, Bettina S Husebo, Esmee Adam, Alison Cowley, Adam L Gordon, Giulia Ogliari, Hanneke Smaling and 1 more

Abstract read
In one paragraph

Article in Drugs & aging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Observational
  5. The relationship between pain catastrophizing and cognitive frailty in patients with lumbar disc herniation mediated by sleep quality: the regulatory effect of emotions- a retrospective study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026
    Article
  6. Article
  7. Review
  8. 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

11 authors.

Jemima T CollinsUniversity of Nottingham, Nottingham, UK.ORCID 0000-0003-3865-7334
David A WalshUniversity of Nottingham, Nottingham, UK.
John R F GladmanUniversity of Nottingham, Nottingham, UK.
Monica PatrascuCentre for Elderly and Nursing Home Medicine, University of Bergen, 5007, Bergen, Norway.
Bettina S HuseboCentre for Elderly and Nursing Home Medicine, University of Bergen, 5007, Bergen, Norway.
Esmee AdamDepartment of Public Health and Primary Care, Leiden University Medical Center, 2300 RC, Leiden, The Netherlands.
Alison CowleyUniversity of Nottingham, Nottingham, UK.
Adam L GordonUniversity of Nottingham, Nottingham, UK.
Giulia OgliariNottingham University Hospitals NHS Trust, Nottingham, UK.
Hanneke SmalingDepartment of Public Health and Primary Care, Leiden University Medical Center, 2300 RC, Leiden, The Netherlands.
Wilco AchterbergDepartment of Public Health and Primary Care, Leiden University Medical Center, 2300 RC, Leiden, The Netherlands. w.p.achterberg@lumc.nl.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pain and frailty are closely linked. Chronic pain is a risk factor for frailty, and frailty is a risk factor for pain. People living with frailty also commonly have cognitive impairment, which can make assessment of pain and monitoring of pain management even more difficult. Pain may be sub-optimally treated in people living with frailty, people living with cognitive impairment and those with both these factors. Reasons for sub-optimal treatment in these groups are pharmacological (increased drug side effects, drug-drug interactions, polypharmacy), non-pharmacological (erroneous beliefs about pain, ageism, bidirectional communication challenges), logistical (difficulty in accessing primary care practitioners and unaffordable cost of drugs), and, particularly in cognitive impairment, related to communication difficulties. Thorough assessment and characterisation of pain, related sensations, and their functional, emotional, and behavioural consequences ("phenotyping") may help to enhance the assessment of pain, particularly in people with frailty and cognitive impairment, as this may help to identify who is most likely to respond to certain types of treatment. This paper discusses the potential role of "digital phenotyping" in the assessment and management of pain in people with frailty. Digital phenotyping is concerned with observable characteristics in digital form, such as those obtained from sensing-capable devices, and may provide novel and more informative data than existing clinical approaches regarding how pain manifests and how treatment strategies affect it. The processing of extensive digital and usual data may require powerful algorithms, but processing these data could lead to a better understanding of who is most likely to benefit from specific and targeted treatments.

Indexed as

Chronic PainCognitive DysfunctionFrailtyHumansPain ManagementRisk Factors

Identifiers

PMID38401025
PMCPMC10925563

What OpenQuestion holds

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Registered trials

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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.