Evidence map›Paper›PMID 28087677›Full record

ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2017

Incorporating Persistent Pain in Phenotypic Frailty Measurement and Prediction of Adverse Health Outcomes.

Matthew C Lohman, Karen L Whiteman, Rebecca L Greenberg, Martha L Bruce

Open access · bronzeAbstract read
In one paragraph

Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 1 pooled it
2.8field-weighted citation impact, top 10% of its field
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

29 citing papers in PubMed, 1 synthesis or guideline pooled it, 60 citations in OpenAlex.

  1. Pooled it
  2. Performance-Based and Self-Reported Frailty in Older Adults with or Without Fibromyalgia.European journal of investigation in health, psychology and education · 2026
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  4. From age to frailty: redefining chronic pain characterization.Aging clinical and experimental research · 2025
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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 at 2 institutions in 1 country.

Matthew C LohmanDepartment of Community and Family Medicine of the Dartmouth Geisel School of Medicine, Dartmouth Centers for Health and Aging, Lebanon, New Hampshire. Matthew.C.Lohman@dartmouth.edu.
Karen L WhitemanDepartment of Community and Family Medicine of the Dartmouth Geisel School of Medicine, Dartmouth Centers for Health and Aging, Lebanon, New Hampshire.
Rebecca L GreenbergDepartment of Psychiatry, Weill Cornell Medical College, White Plains, New York.
Martha L BruceDepartment of Community and Family Medicine of the Dartmouth Geisel School of Medicine, Dartmouth Centers for Health and Aging, Lebanon, New Hampshire.
Dartmouth College · USCornell University · US

Funding

Pilot CoreP30AG022845 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI Manney Carrington Reid, ELAINE WETHINGTON · 2003 to 2026
$15.2M
Training Geriatric Mental Health Services ResearchersT32MH073553 · NIMH · DARTMOUTH-HITCHCOCK CLINIC · PI BRUCE, MARTHA L · 2005 to 2019
$6.4M
Homecare Agency-Randomized Trial of Web Implementation Strategy for DepressionR01MH096441 · NIMH · WEILL MEDICAL COLL OF CORNELL UNIV · PI BRUCE, MARTHA L · 2012 to 2015
$1.6M
NIA NIH HHS P30 AG022845NIMH NIH HHS R01 MH096441NIMH NIH HHS T32 MH073553
6 · The paper itself

Abstract

backgroundFrailty, a syndrome of physiological deficits, is prevalent among older adults and predicts elevated risk of adverse health outcomes. Although persistent pain predicts similar risk, it is seldom considered in frailty measurement. This article evaluated the construct and predictive validity of including persistent pain in phenotypic frailty measurement.

methodsFrailty and persistent pain were operationalized using data from the Health and Retirement Study (2006-2012 waves). Among a subset of adults aged 65 and older (n = 3,652), we used latent class analysis to categorize frailty status and to evaluate construct validity. Using Cox proportional hazards models, we compared time to incident adverse outcomes (death, fall, hospitalization, institutionalization, and functional disability) between frailty classes determined by either including or excluding persistent pain as a frailty component.

resultsIn latent class models, persistent pain occurred with other frailty components in patterns consistent with a medical syndrome. Frail and intermediately frail classes determined by including persistent pain were more strongly associated with all adverse outcomes compared with frail and intermediately frail classes determined excluding persistent pain. Frail respondents had significantly greater risk of death compared with nonfrail respondents when frailty models included rather than excluded persistent pain (respectively, hazard ratio [HR] = 3.87, 95% confidence interval [CI] = 2.99-5.00 (including pain); HR = 2.10, 95% CI = 1.71-2.59 (excluding pain).

conclusionsFindings support consideration of persistent pain as a component of the frailty phenotype. Persistent pain assessment may provide an expedient method to enhance frailty measurement and improve prediction of adverse outcomes.

Indexed as

Chronic PainAgedFemaleFrail ElderlyGeriatric AssessmentHumansMalePhenotypePrognosisConstruct validityFallsHospitalizationMortalityPredictive validity

Identifiers

PMID28087677
PMCPMC5233918
OpenAlexW2534955608

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.